warning: commands will be executed using /bin/sh
job 1943 at Fri Jul 26 08:07:00 2013
FileBase	/isis4/andresg/Bud/buddy140_060113_reo/buddy140_060113_reo
ElecNo	7
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 1250458 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 416819 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 21869 members 
Mstep: Class 3 contains 21902 members 
Mstep: Class 4 contains 22044 members 
Mstep: Class 5 contains 21893 members 
Mstep: Class 6 contains 22157 members 
Mstep: Class 7 contains 21658 members 
Mstep: Class 8 contains 21810 members 
Mstep: Class 9 contains 22017 members 
Mstep: Class 10 contains 21841 members 
Mstep: Class 11 contains 22140 members 
Mstep: Class 12 contains 21683 members 
Mstep: Class 13 contains 21910 members 
Mstep: Class 14 contains 21905 members 
Mstep: Class 15 contains 22011 members 
Mstep: Class 16 contains 21991 members 
Mstep: Class 17 contains 21981 members 
Mstep: Class 18 contains 21916 members 
Mstep: Class 19 contains 21845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 696.644836 but Gain 2102.816406
Score: -19459888.000000 Penalty: 37850.691406
Iteration 0F: 19 clusters Score -1.945989e+07 nChanged 390104
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 18479 members 
Mstep: Class 3 contains 25212 members 
Mstep: Class 4 contains 18657 members 
Mstep: Class 6 contains 25284 members 
Mstep: Class 7 contains 14858 members 
Mstep: Class 8 contains 24229 members 
Mstep: Class 9 contains 22621 members 
Mstep: Class 10 contains 17481 members 
Mstep: Class 11 contains 26022 members 
Mstep: Class 12 contains 21301 members 
Mstep: Class 13 contains 22661 members 
Mstep: Class 14 contains 24117 members 
Mstep: Class 15 contains 29577 members 
Mstep: Class 16 contains 23187 members 
Mstep: Class 17 contains 31600 members 
Mstep: Class 18 contains 26881 members 
Mstep: Class 19 contains 16990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20289470.000000 Penalty: 37850.691406
Iteration 1F: 19 clusters Score -2.028947e+07 nChanged 95489
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 15238 members 
Mstep: Class 3 contains 24669 members 
Mstep: Class 4 contains 17602 members 
Mstep: Class 6 contains 26081 members 
Mstep: Class 7 contains 12399 members 
Mstep: Class 8 contains 24604 members 
Mstep: Class 9 contains 20890 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 27819 members 
Mstep: Class 12 contains 22624 members 
Mstep: Class 13 contains 23355 members 
Mstep: Class 14 contains 25278 members 
Mstep: Class 15 contains 30175 members 
Mstep: Class 16 contains 23965 members 
Mstep: Class 17 contains 35191 members 
Mstep: Class 18 contains 27337 members 
Mstep: Class 19 contains 14829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20386586.000000 Penalty: 37850.691406
Iteration 2F: 19 clusters Score -2.038659e+07 nChanged 82626
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 12108 members 
Mstep: Class 3 contains 23315 members 
Mstep: Class 4 contains 16894 members 
Mstep: Class 6 contains 26968 members 
Mstep: Class 7 contains 10302 members 
Mstep: Class 8 contains 24514 members 
Mstep: Class 9 contains 17908 members 
Mstep: Class 10 contains 12928 members 
Mstep: Class 11 contains 30044 members 
Mstep: Class 12 contains 25529 members 
Mstep: Class 13 contains 23563 members 
Mstep: Class 14 contains 26166 members 
Mstep: Class 15 contains 32408 members 
Mstep: Class 16 contains 24841 members 
Mstep: Class 17 contains 36159 members 
Mstep: Class 18 contains 26502 members 
Mstep: Class 19 contains 13088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20459894.000000 Penalty: 37850.691406
Iteration 3F: 19 clusters Score -2.045989e+07 nChanged 71549
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 9340 members 
Mstep: Class 3 contains 21690 members 
Mstep: Class 4 contains 15756 members 
Mstep: Class 6 contains 28254 members 
Mstep: Class 7 contains 8496 members 
Mstep: Class 8 contains 23691 members 
Mstep: Class 9 contains 14514 members 
Mstep: Class 10 contains 11805 members 
Mstep: Class 11 contains 32543 members 
Mstep: Class 12 contains 27628 members 
Mstep: Class 13 contains 23421 members 
Mstep: Class 14 contains 27259 members 
Mstep: Class 15 contains 36733 members 
Mstep: Class 16 contains 25352 members 
Mstep: Class 17 contains 35067 members 
Mstep: Class 18 contains 25119 members 
Mstep: Class 19 contains 12137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20519806.000000 Penalty: 37850.691406
Iteration 4F: 19 clusters Score -2.051981e+07 nChanged 63164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 19872 members 
Mstep: Class 4 contains 13980 members 
Mstep: Class 6 contains 29991 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 21976 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 10890 members 
Mstep: Class 11 contains 35430 members 
Mstep: Class 12 contains 28433 members 
Mstep: Class 13 contains 22980 members 
Mstep: Class 14 contains 29152 members 
Mstep: Class 15 contains 42607 members 
Mstep: Class 16 contains 25668 members 
Mstep: Class 17 contains 32873 members 
Mstep: Class 18 contains 23569 members 
Mstep: Class 19 contains 11547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20570996.000000 Penalty: 37850.691406
Iteration 5F: 19 clusters Score -2.0571e+07 nChanged 56892
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 5046 members 
Mstep: Class 3 contains 17797 members 
Mstep: Class 4 contains 11725 members 
Mstep: Class 6 contains 31959 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 19522 members 
Mstep: Class 9 contains 8383 members 
Mstep: Class 10 contains 10122 members 
Mstep: Class 11 contains 38802 members 
Mstep: Class 12 contains 28102 members 
Mstep: Class 13 contains 22332 members 
Mstep: Class 14 contains 31612 members 
Mstep: Class 15 contains 49389 members 
Mstep: Class 16 contains 26090 members 
Mstep: Class 17 contains 30046 members 
Mstep: Class 18 contains 21812 members 
Mstep: Class 19 contains 10941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20615170.000000 Penalty: 37850.691406
Iteration 6F: 19 clusters Score -2.061517e+07 nChanged 50648
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 3606 members 
Mstep: Class 3 contains 15453 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 6 contains 34297 members 
Mstep: Class 7 contains 3888 members 
Mstep: Class 8 contains 16524 members 
Mstep: Class 9 contains 6023 members 
Mstep: Class 10 contains 9727 members 
Mstep: Class 11 contains 42205 members 
Mstep: Class 12 contains 26979 members 
Mstep: Class 13 contains 21944 members 
Mstep: Class 14 contains 33884 members 
Mstep: Class 15 contains 56104 members 
Mstep: Class 16 contains 26776 members 
Mstep: Class 17 contains 27019 members 
Mstep: Class 18 contains 19557 members 
Mstep: Class 19 contains 10107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20651396.000000 Penalty: 37850.691406
Iteration 7F: 19 clusters Score -2.06514e+07 nChanged 44634
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 2510 members 
Mstep: Class 3 contains 12946 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 6 contains 36986 members 
Mstep: Class 7 contains 2913 members 
Mstep: Class 8 contains 13149 members 
Mstep: Class 9 contains 4293 members 
Mstep: Class 10 contains 9692 members 
Mstep: Class 11 contains 45327 members 
Mstep: Class 12 contains 25250 members 
Mstep: Class 13 contains 21806 members 
Mstep: Class 14 contains 35540 members 
Mstep: Class 15 contains 62021 members 
Mstep: Class 16 contains 27964 members 
Mstep: Class 17 contains 24038 members 
Mstep: Class 18 contains 16951 members 
Mstep: Class 19 contains 8986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1970.484375 but Gain 2102.816406
Score: -20682272.000000 Penalty: 35747.875000
Iteration 8F: 18 clusters Score -2.068227e+07 nChanged 40441
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 3 contains 10325 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 6 contains 40334 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 3107 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 48045 members 
Mstep: Class 12 contains 23429 members 
Mstep: Class 13 contains 22130 members 
Mstep: Class 14 contains 36628 members 
Mstep: Class 15 contains 67022 members 
Mstep: Class 16 contains 29569 members 
Mstep: Class 17 contains 21394 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 7564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2026.509766 but Gain 2102.816406
Score: -20710296.000000 Penalty: 33645.058594
Iteration 9F: 17 clusters Score -2.07103e+07 nChanged 35322
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 3 contains 7852 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 6 contains 43390 members 
Mstep: Class 8 contains 6962 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 10553 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 21570 members 
Mstep: Class 13 contains 22735 members 
Mstep: Class 14 contains 37373 members 
Mstep: Class 15 contains 71154 members 
Mstep: Class 16 contains 31335 members 
Mstep: Class 17 contains 18939 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1698.358643 but Gain 2102.814453
Score: -20734734.000000 Penalty: 31542.244141
Iteration 10F: 16 clusters Score -2.073473e+07 nChanged 30186
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 3 contains 5757 members 
Mstep: Class 4 contains 4186 members 
Mstep: Class 6 contains 46298 members 
Mstep: Class 8 contains 4610 members 
Mstep: Class 10 contains 11137 members 
Mstep: Class 11 contains 50911 members 
Mstep: Class 12 contains 19773 members 
Mstep: Class 13 contains 23297 members 
Mstep: Class 14 contains 37405 members 
Mstep: Class 15 contains 74524 members 
Mstep: Class 16 contains 32959 members 
Mstep: Class 17 contains 16790 members 
Mstep: Class 18 contains 8405 members 
Mstep: Class 19 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20754772.000000 Penalty: 31542.244141
Iteration 11F: 16 clusters Score -2.075477e+07 nChanged 23744
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 3 contains 4104 members 
Mstep: Class 4 contains 3786 members 
Mstep: Class 6 contains 48869 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 10 contains 11671 members 
Mstep: Class 11 contains 51171 members 
Mstep: Class 12 contains 18110 members 
Mstep: Class 13 contains 23399 members 
Mstep: Class 14 contains 37089 members 
Mstep: Class 15 contains 77047 members 
Mstep: Class 16 contains 34108 members 
Mstep: Class 17 contains 14966 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 19 contains 3087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1783.060791 but Gain 2102.816406
Score: -20768992.000000 Penalty: 29439.427734
Iteration 12F: 15 clusters Score -2.076899e+07 nChanged 21313
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 84548 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 6 contains 51345 members 
Mstep: Class 10 contains 12126 members 
Mstep: Class 11 contains 50932 members 
Mstep: Class 12 contains 16711 members 
Mstep: Class 13 contains 23322 members 
Mstep: Class 14 contains 36716 members 
Mstep: Class 15 contains 79206 members 
Mstep: Class 16 contains 35055 members 
Mstep: Class 17 contains 13524 members 
Mstep: Class 18 contains 4636 members 
Mstep: Class 19 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1743.563110 but Gain 2102.816406
Score: -20783126.000000 Penalty: 27336.611328
Iteration 13F: 14 clusters Score -2.078313e+07 nChanged 17359
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 3 contains 2213 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 6 contains 53496 members 
Mstep: Class 10 contains 12533 members 
Mstep: Class 11 contains 50866 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 23368 members 
Mstep: Class 14 contains 36404 members 
Mstep: Class 15 contains 80860 members 
Mstep: Class 16 contains 35708 members 
Mstep: Class 17 contains 12266 members 
Mstep: Class 18 contains 3447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1835.379761 but Gain 2102.816406
Score: -20794066.000000 Penalty: 25233.794922
Iteration 14Q: 13 clusters Score -2.079407e+07 nChanged 14855
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 6 contains 55316 members 
Mstep: Class 10 contains 12927 members 
Mstep: Class 11 contains 50929 members 
Mstep: Class 12 contains 14821 members 
Mstep: Class 13 contains 22548 members 
Mstep: Class 14 contains 35955 members 
Mstep: Class 15 contains 82561 members 
Mstep: Class 16 contains 36257 members 
Mstep: Class 17 contains 11292 members 
Mstep: Class 18 contains 2780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20802560.000000 Penalty: 25233.794922
Iteration 15Q: 13 clusters Score -2.080256e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 88950 members 
Mstep: Class 4 contains 3542 members 
Mstep: Class 6 contains 56719 members 
Mstep: Class 10 contains 13133 members 
Mstep: Class 11 contains 50620 members 
Mstep: Class 12 contains 14224 members 
Mstep: Class 13 contains 21368 members 
Mstep: Class 14 contains 35391 members 
Mstep: Class 15 contains 83600 members 
Mstep: Class 16 contains 36371 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20807518.000000 Penalty: 25233.794922
Iteration 16Q: 13 clusters Score -2.080752e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 89723 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 6 contains 57705 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 50613 members 
Mstep: Class 12 contains 13741 members 
Mstep: Class 13 contains 20288 members 
Mstep: Class 14 contains 34851 members 
Mstep: Class 15 contains 84400 members 
Mstep: Class 16 contains 36436 members 
Mstep: Class 17 contains 9789 members 
Mstep: Class 18 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20811366.000000 Penalty: 25233.794922
Iteration 17Q: 13 clusters Score -2.081137e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 6 contains 58349 members 
Mstep: Class 10 contains 13355 members 
Mstep: Class 11 contains 50729 members 
Mstep: Class 12 contains 13356 members 
Mstep: Class 13 contains 19391 members 
Mstep: Class 14 contains 34447 members 
Mstep: Class 15 contains 84986 members 
Mstep: Class 16 contains 36483 members 
Mstep: Class 17 contains 9292 members 
Mstep: Class 18 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20814054.000000 Penalty: 25233.794922
Iteration 18Q: 13 clusters Score -2.081405e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 6 contains 58816 members 
Mstep: Class 10 contains 13393 members 
Mstep: Class 11 contains 50948 members 
Mstep: Class 12 contains 13077 members 
Mstep: Class 13 contains 18679 members 
Mstep: Class 14 contains 34102 members 
Mstep: Class 15 contains 85429 members 
Mstep: Class 16 contains 36476 members 
Mstep: Class 17 contains 8875 members 
Mstep: Class 18 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20816184.000000 Penalty: 25233.794922
Iteration 19Q: 13 clusters Score -2.081618e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 90914 members 
Mstep: Class 4 contains 3788 members 
Mstep: Class 6 contains 59080 members 
Mstep: Class 10 contains 13415 members 
Mstep: Class 11 contains 51198 members 
Mstep: Class 12 contains 12834 members 
Mstep: Class 13 contains 18203 members 
Mstep: Class 14 contains 33798 members 
Mstep: Class 15 contains 85824 members 
Mstep: Class 16 contains 36457 members 
Mstep: Class 17 contains 8534 members 
Mstep: Class 18 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20817502.000000 Penalty: 25233.794922
Iteration 20F: 13 clusters Score -2.08175e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 90987 members 
Mstep: Class 4 contains 3880 members 
Mstep: Class 6 contains 59258 members 
Mstep: Class 10 contains 13422 members 
Mstep: Class 11 contains 51394 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 33559 members 
Mstep: Class 15 contains 86169 members 
Mstep: Class 16 contains 36473 members 
Mstep: Class 17 contains 8273 members 
Mstep: Class 18 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20818434.000000 Penalty: 25233.794922
Iteration 21Q: 13 clusters Score -2.081843e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 4 contains 3967 members 
Mstep: Class 6 contains 59327 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 51591 members 
Mstep: Class 12 contains 12467 members 
Mstep: Class 13 contains 17565 members 
Mstep: Class 14 contains 33336 members 
Mstep: Class 15 contains 86483 members 
Mstep: Class 16 contains 36490 members 
Mstep: Class 17 contains 8031 members 
Mstep: Class 18 contains 3075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20818878.000000 Penalty: 25233.794922
Iteration 22Q: 13 clusters Score -2.081888e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 90944 members 
Mstep: Class 4 contains 4067 members 
Mstep: Class 6 contains 59368 members 
Mstep: Class 10 contains 13485 members 
Mstep: Class 11 contains 51760 members 
Mstep: Class 12 contains 12340 members 
Mstep: Class 13 contains 17378 members 
Mstep: Class 14 contains 33153 members 
Mstep: Class 15 contains 86793 members 
Mstep: Class 16 contains 36519 members 
Mstep: Class 17 contains 7792 members 
Mstep: Class 18 contains 3219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20819288.000000 Penalty: 25233.794922
Iteration 23Q: 13 clusters Score -2.081929e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 90830 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 6 contains 59396 members 
Mstep: Class 10 contains 13501 members 
Mstep: Class 11 contains 51891 members 
Mstep: Class 12 contains 12230 members 
Mstep: Class 13 contains 17232 members 
Mstep: Class 14 contains 32998 members 
Mstep: Class 15 contains 87135 members 
Mstep: Class 16 contains 36532 members 
Mstep: Class 17 contains 7574 members 
Mstep: Class 18 contains 3343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20819638.000000 Penalty: 25233.794922
Iteration 24Q: 13 clusters Score -2.081964e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 4 contains 4248 members 
Mstep: Class 6 contains 59402 members 
Mstep: Class 10 contains 13530 members 
Mstep: Class 11 contains 51989 members 
Mstep: Class 12 contains 12117 members 
Mstep: Class 13 contains 17095 members 
Mstep: Class 14 contains 32861 members 
Mstep: Class 15 contains 87515 members 
Mstep: Class 16 contains 36445 members 
Mstep: Class 17 contains 7402 members 
Mstep: Class 18 contains 3457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20819924.000000 Penalty: 25233.794922
Iteration 25Q: 13 clusters Score -2.081992e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 90598 members 
Mstep: Class 4 contains 4356 members 
Mstep: Class 6 contains 59427 members 
Mstep: Class 10 contains 13518 members 
Mstep: Class 11 contains 52067 members 
Mstep: Class 12 contains 12027 members 
Mstep: Class 13 contains 16996 members 
Mstep: Class 14 contains 32727 members 
Mstep: Class 15 contains 87930 members 
Mstep: Class 16 contains 36382 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20820168.000000 Penalty: 25233.794922
Iteration 26Q: 13 clusters Score -2.082017e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 6 contains 59439 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 52125 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 16926 members 
Mstep: Class 14 contains 32613 members 
Mstep: Class 15 contains 88378 members 
Mstep: Class 16 contains 36326 members 
Mstep: Class 17 contains 7043 members 
Mstep: Class 18 contains 3656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20820338.000000 Penalty: 25233.794922
Iteration 27Q: 13 clusters Score -2.082034e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 4 contains 4638 members 
Mstep: Class 6 contains 59471 members 
Mstep: Class 10 contains 13404 members 
Mstep: Class 11 contains 52173 members 
Mstep: Class 12 contains 11889 members 
Mstep: Class 13 contains 16870 members 
Mstep: Class 14 contains 32531 members 
Mstep: Class 15 contains 88865 members 
Mstep: Class 16 contains 36189 members 
Mstep: Class 17 contains 6866 members 
Mstep: Class 18 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20820664.000000 Penalty: 25233.794922
Iteration 28Q: 13 clusters Score -2.082066e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 6 contains 59500 members 
Mstep: Class 10 contains 13366 members 
Mstep: Class 11 contains 52185 members 
Mstep: Class 12 contains 11857 members 
Mstep: Class 13 contains 16831 members 
Mstep: Class 14 contains 32456 members 
Mstep: Class 15 contains 89316 members 
Mstep: Class 16 contains 36047 members 
Mstep: Class 17 contains 6671 members 
Mstep: Class 18 contains 3793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20820918.000000 Penalty: 25233.794922
Iteration 29Q: 13 clusters Score -2.082092e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 6 contains 59516 members 
Mstep: Class 10 contains 13355 members 
Mstep: Class 11 contains 52188 members 
Mstep: Class 12 contains 11847 members 
Mstep: Class 13 contains 16793 members 
Mstep: Class 14 contains 32404 members 
Mstep: Class 15 contains 89783 members 
Mstep: Class 16 contains 35901 members 
Mstep: Class 17 contains 6476 members 
Mstep: Class 18 contains 3835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20821252.000000 Penalty: 25233.794922
Iteration 30Q: 13 clusters Score -2.082125e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 4 contains 5203 members 
Mstep: Class 6 contains 59501 members 
Mstep: Class 10 contains 13348 members 
Mstep: Class 11 contains 52192 members 
Mstep: Class 12 contains 11837 members 
Mstep: Class 13 contains 16755 members 
Mstep: Class 14 contains 32338 members 
Mstep: Class 15 contains 90279 members 
Mstep: Class 16 contains 35758 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 3858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20821684.000000 Penalty: 25233.794922
Iteration 31Q: 13 clusters Score -2.082168e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 4 contains 5447 members 
Mstep: Class 6 contains 59510 members 
Mstep: Class 10 contains 13328 members 
Mstep: Class 11 contains 52194 members 
Mstep: Class 12 contains 11828 members 
Mstep: Class 13 contains 16721 members 
Mstep: Class 14 contains 32269 members 
Mstep: Class 15 contains 90822 members 
Mstep: Class 16 contains 35583 members 
Mstep: Class 17 contains 6152 members 
Mstep: Class 18 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20821926.000000 Penalty: 25233.794922
Iteration 32Q: 13 clusters Score -2.082193e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 4 contains 5717 members 
Mstep: Class 6 contains 59490 members 
Mstep: Class 10 contains 13334 members 
Mstep: Class 11 contains 52189 members 
Mstep: Class 12 contains 11825 members 
Mstep: Class 13 contains 16699 members 
Mstep: Class 14 contains 32200 members 
Mstep: Class 15 contains 91418 members 
Mstep: Class 16 contains 35346 members 
Mstep: Class 17 contains 6005 members 
Mstep: Class 18 contains 3901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20822064.000000 Penalty: 25233.794922
Iteration 33Q: 13 clusters Score -2.082206e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 88265 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 6 contains 59463 members 
Mstep: Class 10 contains 13355 members 
Mstep: Class 11 contains 52182 members 
Mstep: Class 12 contains 11821 members 
Mstep: Class 13 contains 16689 members 
Mstep: Class 14 contains 32165 members 
Mstep: Class 15 contains 92037 members 
Mstep: Class 16 contains 35099 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 3914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20822320.000000 Penalty: 25233.794922
Iteration 34Q: 13 clusters Score -2.082232e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 6 contains 59424 members 
Mstep: Class 10 contains 13415 members 
Mstep: Class 11 contains 52162 members 
Mstep: Class 12 contains 11831 members 
Mstep: Class 13 contains 16675 members 
Mstep: Class 14 contains 32119 members 
Mstep: Class 15 contains 92716 members 
Mstep: Class 16 contains 34847 members 
Mstep: Class 17 contains 5682 members 
Mstep: Class 18 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20822640.000000 Penalty: 25233.794922
Iteration 35Q: 13 clusters Score -2.082264e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 4 contains 6687 members 
Mstep: Class 6 contains 59381 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 52163 members 
Mstep: Class 12 contains 11858 members 
Mstep: Class 13 contains 16655 members 
Mstep: Class 14 contains 32094 members 
Mstep: Class 15 contains 93435 members 
Mstep: Class 16 contains 34525 members 
Mstep: Class 17 contains 5539 members 
Mstep: Class 18 contains 3942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20823190.000000 Penalty: 25233.794922
Iteration 36Q: 13 clusters Score -2.082319e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 4 contains 7134 members 
Mstep: Class 6 contains 59343 members 
Mstep: Class 10 contains 13551 members 
Mstep: Class 11 contains 52151 members 
Mstep: Class 12 contains 11886 members 
Mstep: Class 13 contains 16633 members 
Mstep: Class 14 contains 32084 members 
Mstep: Class 15 contains 94242 members 
Mstep: Class 16 contains 34122 members 
Mstep: Class 17 contains 5391 members 
Mstep: Class 18 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20823752.000000 Penalty: 25233.794922
Iteration 37Q: 13 clusters Score -2.082375e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 85459 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 6 contains 59307 members 
Mstep: Class 10 contains 13671 members 
Mstep: Class 11 contains 52146 members 
Mstep: Class 12 contains 11898 members 
Mstep: Class 13 contains 16610 members 
Mstep: Class 14 contains 32078 members 
Mstep: Class 15 contains 95080 members 
Mstep: Class 16 contains 33746 members 
Mstep: Class 17 contains 5246 members 
Mstep: Class 18 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20824344.000000 Penalty: 25233.794922
Iteration 38Q: 13 clusters Score -2.082434e+07 nChanged 2820
Entering ConstructFrom: 
Score: -20824344.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (84442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Entering Unmasked Estep 
Score: -4377680.000000 Penalty: 1843.370850
	Iteration 0F: 2 clusters Score -4377680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -4321347.500000 Penalty: 3686.741699
	Iteration 0F: 3 clusters Score -4321348 nChanged 40282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -4344582.000000 Penalty: 3686.741699
	Iteration 1F: 3 clusters Score -4344582 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -4345549.500000 Penalty: 3686.741699
	Iteration 2Q: 3 clusters Score -4345550 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -4346932.000000 Penalty: 3686.741699
	Iteration 3Q: 3 clusters Score -4346932 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -4349044.000000 Penalty: 3686.741699
	Iteration 4F: 3 clusters Score -4349044 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4352268.500000 Penalty: 3686.741699
	Iteration 5F: 3 clusters Score -4352268 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -4356916.500000 Penalty: 3686.741699
	Iteration 6F: 3 clusters Score -4356916 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4362877.500000 Penalty: 3686.741699
	Iteration 7F: 3 clusters Score -4362878 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4368660.000000 Penalty: 3686.741699
	Iteration 8F: 3 clusters Score -4368660 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -4372775.000000 Penalty: 3686.741699
	Iteration 9Q: 3 clusters Score -4372775 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4375177.500000 Penalty: 3686.741699
	Iteration 10Q: 3 clusters Score -4375178 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4376455.500000 Penalty: 3686.741699
	Iteration 11Q: 3 clusters Score -4376456 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4377059.500000 Penalty: 3686.741699
	Iteration 12Q: 3 clusters Score -4377060 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4377319.000000 Penalty: 3686.741699
	Iteration 13Q: 3 clusters Score -4377319 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -4377435.000000 Penalty: 3686.741699
	Iteration 14Q: 3 clusters Score -4377435 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -4377533.500000 Penalty: 3686.741699
	Iteration 15Q: 3 clusters Score -4377534 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -4377587.500000 Penalty: 3686.741699
	Iteration 16Q: 3 clusters Score -4377588 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -4377620.000000 Penalty: 3686.741699
	Iteration 17Q: 3 clusters Score -4377620 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -4377633.000000 Penalty: 3686.741699
	Iteration 18Q: 3 clusters Score -4377633 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -4377644.500000 Penalty: 3686.741699
	Iteration 19Q: 3 clusters Score -4377644 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4377657.000000 Penalty: 3686.741699
	Iteration 20F: 3 clusters Score -4377657 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4377661.500000 Penalty: 3686.741699
	Iteration 21Q: 3 clusters Score -4377662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4377658.000000 Penalty: 3686.741699
	Iteration 22Q: 3 clusters Score -4377658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -4377684.500000 Penalty: 3686.741699
	Iteration 23Q: 3 clusters Score -4377684 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4377700.000000 Penalty: 3686.741699
	Iteration 24Q: 3 clusters Score -4377700 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4377700.500000 Penalty: 3686.741699
	Iteration 25Q: 3 clusters Score -4377700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4377708.000000 Penalty: 3686.741699
	Iteration 26Q: 3 clusters Score -4377708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -4377704.500000 Penalty: 3686.741699
	Iteration 27Q: 3 clusters Score -4377704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4377711.000000 Penalty: 3686.741699
	Iteration 28Q: 3 clusters Score -4377711 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4377712.000000 Penalty: 3686.741699
	Iteration 29Q: 3 clusters Score -4377712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4377709.000000 Penalty: 3686.741699
	Iteration 30Q: 3 clusters Score -4377709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4377712.000000 Penalty: 3686.741699
	Iteration 31Q: 3 clusters Score -4377712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -4377709.500000 Penalty: 3686.741699
	Iteration 32Q: 3 clusters Score -4377710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4377708.500000 Penalty: 3686.741699
	Iteration 33Q: 3 clusters Score -4377708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4377714.500000 Penalty: 3686.741699
	Iteration 34Q: 3 clusters Score -4377714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4377705.500000 Penalty: 3686.741699
	Iteration 35Q: 3 clusters Score -4377706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4377706.500000 Penalty: 3686.741699
	Iteration 36Q: 3 clusters Score -4377706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -4377710.000000 Penalty: 3686.741699
	Iteration 37Q: 3 clusters Score -4377710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4377709.000000 Penalty: 3686.741699
	Iteration 38Q: 3 clusters Score -4377709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -4377709.000000 Penalty: 3686.741699
	Iteration 39Q: 3 clusters Score -4377709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4377706.500000 Penalty: 3686.741699
	Iteration 40F: 3 clusters Score -4377706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -4377705.500000 Penalty: 3686.741699
	Iteration 41Q: 3 clusters Score -4377706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -4377705.500000 Penalty: 3686.741699
	Iteration 42F: 3 clusters Score -4377706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 14760 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 6 contains 59284 members 
Mstep: Class 10 contains 13830 members 
Mstep: Class 11 contains 52135 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 16584 members 
Mstep: Class 14 contains 32091 members 
Mstep: Class 15 contains 96027 members 
Mstep: Class 16 contains 33289 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 3979 members 
Entering Unmasked Estep 
Score: -20824400.000000 Penalty: 27336.611328
Splitting cluster 1 changes total score from -20824344.000000 to -20824400.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (8169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Entering Unmasked Estep 
Score: -443616.562500 Penalty: 1463.816528
	Iteration 0F: 2 clusters Score -443616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -437615.000000 Penalty: 2927.633057
	Iteration 0F: 3 clusters Score -437615 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -439492.343750 Penalty: 2927.633057
	Iteration 1F: 3 clusters Score -439492.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -439708.750000 Penalty: 2927.633057
	Iteration 2F: 3 clusters Score -439708.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -439857.593750 Penalty: 2927.633057
	Iteration 3F: 3 clusters Score -439857.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -439965.468750 Penalty: 2927.633057
	Iteration 4Q: 3 clusters Score -439965.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -440071.468750 Penalty: 2927.633057
	Iteration 5Q: 3 clusters Score -440071.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -440165.500000 Penalty: 2927.633057
	Iteration 6Q: 3 clusters Score -440165.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -440258.687500 Penalty: 2927.633057
	Iteration 7Q: 3 clusters Score -440258.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -440357.125000 Penalty: 2927.633057
	Iteration 8Q: 3 clusters Score -440357.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -440479.218750 Penalty: 2927.633057
	Iteration 9Q: 3 clusters Score -440479.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -440628.125000 Penalty: 2927.633057
	Iteration 10Q: 3 clusters Score -440628.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -440825.093750 Penalty: 2927.633057
	Iteration 11Q: 3 clusters Score -440825.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -441069.656250 Penalty: 2927.633057
	Iteration 12Q: 3 clusters Score -441069.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -441335.875000 Penalty: 2927.633057
	Iteration 13Q: 3 clusters Score -441335.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -441583.312500 Penalty: 2927.633057
	Iteration 14Q: 3 clusters Score -441583.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -441751.562500 Penalty: 2927.633057
	Iteration 15Q: 3 clusters Score -441751.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -441876.937500 Penalty: 2927.633057
	Iteration 16Q: 3 clusters Score -441876.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -441956.562500 Penalty: 2927.633057
	Iteration 17Q: 3 clusters Score -441956.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -442009.406250 Penalty: 2927.633057
	Iteration 18Q: 3 clusters Score -442009.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -442055.468750 Penalty: 2927.633057
	Iteration 19Q: 3 clusters Score -442055.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -442092.093750 Penalty: 2927.633057
	Iteration 20F: 3 clusters Score -442092.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -442118.156250 Penalty: 2927.633057
	Iteration 21Q: 3 clusters Score -442118.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -442145.375000 Penalty: 2927.633057
	Iteration 22Q: 3 clusters Score -442145.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -442168.156250 Penalty: 2927.633057
	Iteration 23Q: 3 clusters Score -442168.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -442183.031250 Penalty: 2927.633057
	Iteration 24Q: 3 clusters Score -442183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -442198.750000 Penalty: 2927.633057
	Iteration 25Q: 3 clusters Score -442198.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -442211.031250 Penalty: 2927.633057
	Iteration 26Q: 3 clusters Score -442211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -442222.625000 Penalty: 2927.633057
	Iteration 27Q: 3 clusters Score -442222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -442227.156250 Penalty: 2927.633057
	Iteration 28Q: 3 clusters Score -442227.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -442234.875000 Penalty: 2927.633057
	Iteration 29Q: 3 clusters Score -442234.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -442239.937500 Penalty: 2927.633057
	Iteration 30Q: 3 clusters Score -442239.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -442243.500000 Penalty: 2927.633057
	Iteration 31Q: 3 clusters Score -442243.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -442246.906250 Penalty: 2927.633057
	Iteration 32Q: 3 clusters Score -442246.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -442255.218750 Penalty: 2927.633057
	Iteration 33Q: 3 clusters Score -442255.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -442260.031250 Penalty: 2927.633057
	Iteration 34Q: 3 clusters Score -442260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -442264.281250 Penalty: 2927.633057
	Iteration 35Q: 3 clusters Score -442264.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -442268.625000 Penalty: 2927.633057
	Iteration 36Q: 3 clusters Score -442268.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -442274.343750 Penalty: 2927.633057
	Iteration 37Q: 3 clusters Score -442274.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -442279.593750 Penalty: 2927.633057
	Iteration 38Q: 3 clusters Score -442279.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -442283.468750 Penalty: 2927.633057
	Iteration 39Q: 3 clusters Score -442283.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -442289.406250 Penalty: 2927.633057
	Iteration 40F: 3 clusters Score -442289.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -442294.312500 Penalty: 2927.633057
	Iteration 41Q: 3 clusters Score -442294.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -442296.468750 Penalty: 2927.633057
	Iteration 42Q: 3 clusters Score -442296.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -442297.906250 Penalty: 2927.633057
	Iteration 43Q: 3 clusters Score -442297.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -442301.281250 Penalty: 2927.633057
	Iteration 44Q: 3 clusters Score -442301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -442303.000000 Penalty: 2927.633057
	Iteration 45Q: 3 clusters Score -442303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -442307.125000 Penalty: 2927.633057
	Iteration 46Q: 3 clusters Score -442307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -442310.843750 Penalty: 2927.633057
	Iteration 47Q: 3 clusters Score -442310.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -442314.781250 Penalty: 2927.633057
	Iteration 48Q: 3 clusters Score -442314.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -442320.437500 Penalty: 2927.633057
	Iteration 49Q: 3 clusters Score -442320.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -442324.968750 Penalty: 2927.633057
	Iteration 50Q: 3 clusters Score -442325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -442329.000000 Penalty: 2927.633057
	Iteration 51Q: 3 clusters Score -442329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -442333.687500 Penalty: 2927.633057
	Iteration 52Q: 3 clusters Score -442333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -442336.375000 Penalty: 2927.633057
	Iteration 53Q: 3 clusters Score -442336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -442338.187500 Penalty: 2927.633057
	Iteration 54Q: 3 clusters Score -442338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -442339.406250 Penalty: 2927.633057
	Iteration 55Q: 3 clusters Score -442339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -442340.656250 Penalty: 2927.633057
	Iteration 56Q: 3 clusters Score -442340.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -442344.218750 Penalty: 2927.633057
	Iteration 57Q: 3 clusters Score -442344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -442347.375000 Penalty: 2927.633057
	Iteration 58Q: 3 clusters Score -442347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -442349.093750 Penalty: 2927.633057
	Iteration 59Q: 3 clusters Score -442349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -442348.968750 Penalty: 2927.633057
	Iteration 60F: 3 clusters Score -442349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -442349.062500 Penalty: 2927.633057
	Iteration 61Q: 3 clusters Score -442349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -442349.062500 Penalty: 2927.633057
	Iteration 62F: 3 clusters Score -442349.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (59284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Entering Unmasked Estep 
Score: -3117289.750000 Penalty: 1785.890503
	Iteration 0F: 2 clusters Score -3117290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -3077681.000000 Penalty: 3571.781006
	Iteration 0F: 3 clusters Score -3077681 nChanged 27847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3093341.000000 Penalty: 3571.781006
	Iteration 1F: 3 clusters Score -3093341 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3093731.500000 Penalty: 3571.781006
	Iteration 2Q: 3 clusters Score -3093732 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3094150.250000 Penalty: 3571.781006
	Iteration 3Q: 3 clusters Score -3094150 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3094599.500000 Penalty: 3571.781006
	Iteration 4Q: 3 clusters Score -3094600 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3095141.000000 Penalty: 3571.781006
	Iteration 5Q: 3 clusters Score -3095141 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3095788.750000 Penalty: 3571.781006
	Iteration 6Q: 3 clusters Score -3095789 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3096582.250000 Penalty: 3571.781006
	Iteration 7Q: 3 clusters Score -3096582 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3097637.750000 Penalty: 3571.781006
	Iteration 8Q: 3 clusters Score -3097638 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3099120.750000 Penalty: 3571.781006
	Iteration 9Q: 3 clusters Score -3099121 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3101302.250000 Penalty: 3571.781006
	Iteration 10F: 3 clusters Score -3101302 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3104011.250000 Penalty: 3571.781006
	Iteration 11F: 3 clusters Score -3104011 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3106471.000000 Penalty: 3571.781006
	Iteration 12F: 3 clusters Score -3106471 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3108478.500000 Penalty: 3571.781006
	Iteration 13Q: 3 clusters Score -3108478 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3109917.500000 Penalty: 3571.781006
	Iteration 14Q: 3 clusters Score -3109918 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3111053.000000 Penalty: 3571.781006
	Iteration 15Q: 3 clusters Score -3111053 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3111941.000000 Penalty: 3571.781006
	Iteration 16Q: 3 clusters Score -3111941 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3112754.500000 Penalty: 3571.781006
	Iteration 17Q: 3 clusters Score -3112754 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3113496.000000 Penalty: 3571.781006
	Iteration 18Q: 3 clusters Score -3113496 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3114184.500000 Penalty: 3571.781006
	Iteration 19Q: 3 clusters Score -3114184 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3114729.750000 Penalty: 3571.781006
	Iteration 20F: 3 clusters Score -3114730 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3115115.750000 Penalty: 3571.781006
	Iteration 21Q: 3 clusters Score -3115116 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3115382.750000 Penalty: 3571.781006
	Iteration 22Q: 3 clusters Score -3115383 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3115567.500000 Penalty: 3571.781006
	Iteration 23Q: 3 clusters Score -3115568 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3115688.000000 Penalty: 3571.781006
	Iteration 24Q: 3 clusters Score -3115688 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3115780.250000 Penalty: 3571.781006
	Iteration 25Q: 3 clusters Score -3115780 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3115835.750000 Penalty: 3571.781006
	Iteration 26Q: 3 clusters Score -3115836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3115873.000000 Penalty: 3571.781006
	Iteration 27Q: 3 clusters Score -3115873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3115901.250000 Penalty: 3571.781006
	Iteration 28Q: 3 clusters Score -3115901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3115905.500000 Penalty: 3571.781006
	Iteration 29Q: 3 clusters Score -3115906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3115919.000000 Penalty: 3571.781006
	Iteration 30Q: 3 clusters Score -3115919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3115929.500000 Penalty: 3571.781006
	Iteration 31Q: 3 clusters Score -3115930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3115930.250000 Penalty: 3571.781006
	Iteration 32Q: 3 clusters Score -3115930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3115932.250000 Penalty: 3571.781006
	Iteration 33Q: 3 clusters Score -3115932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3115934.750000 Penalty: 3571.781006
	Iteration 34Q: 3 clusters Score -3115935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3115933.500000 Penalty: 3571.781006
	Iteration 35Q: 3 clusters Score -3115934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3115934.000000 Penalty: 3571.781006
	Iteration 36F: 3 clusters Score -3115934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3115936.250000 Penalty: 3571.781006
	Iteration 37Q: 3 clusters Score -3115936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3115936.250000 Penalty: 3571.781006
	Iteration 38F: 3 clusters Score -3115936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Entering Unmasked Estep 
Score: -725397.500000 Penalty: 1549.371826
	Iteration 0F: 2 clusters Score -725397.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -715732.125000 Penalty: 3098.743652
	Iteration 0F: 3 clusters Score -715732.1 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -719011.312500 Penalty: 3098.743652
	Iteration 1F: 3 clusters Score -719011.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -719187.375000 Penalty: 3098.743652
	Iteration 2Q: 3 clusters Score -719187.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -719316.562500 Penalty: 3098.743652
	Iteration 3Q: 3 clusters Score -719316.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -719425.500000 Penalty: 3098.743652
	Iteration 4Q: 3 clusters Score -719425.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -719542.812500 Penalty: 3098.743652
	Iteration 5Q: 3 clusters Score -719542.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -719652.437500 Penalty: 3098.743652
	Iteration 6Q: 3 clusters Score -719652.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -719767.562500 Penalty: 3098.743652
	Iteration 7Q: 3 clusters Score -719767.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -719899.875000 Penalty: 3098.743652
	Iteration 8Q: 3 clusters Score -719899.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -720092.500000 Penalty: 3098.743652
	Iteration 9Q: 3 clusters Score -720092.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -720382.375000 Penalty: 3098.743652
	Iteration 10Q: 3 clusters Score -720382.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -720783.375000 Penalty: 3098.743652
	Iteration 11Q: 3 clusters Score -720783.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -721335.812500 Penalty: 3098.743652
	Iteration 12F: 3 clusters Score -721335.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -722006.937500 Penalty: 3098.743652
	Iteration 13F: 3 clusters Score -722006.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -722601.937500 Penalty: 3098.743652
	Iteration 14Q: 3 clusters Score -722601.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -723047.062500 Penalty: 3098.743652
	Iteration 15Q: 3 clusters Score -723047.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -723292.625000 Penalty: 3098.743652
	Iteration 16Q: 3 clusters Score -723292.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -723437.562500 Penalty: 3098.743652
	Iteration 17Q: 3 clusters Score -723437.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -723545.812500 Penalty: 3098.743652
	Iteration 18Q: 3 clusters Score -723545.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -723618.312500 Penalty: 3098.743652
	Iteration 19Q: 3 clusters Score -723618.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -723687.062500 Penalty: 3098.743652
	Iteration 20F: 3 clusters Score -723687.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -723729.250000 Penalty: 3098.743652
	Iteration 21Q: 3 clusters Score -723729.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -723766.750000 Penalty: 3098.743652
	Iteration 22Q: 3 clusters Score -723766.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -723798.687500 Penalty: 3098.743652
	Iteration 23Q: 3 clusters Score -723798.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -723834.812500 Penalty: 3098.743652
	Iteration 24Q: 3 clusters Score -723834.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -723861.312500 Penalty: 3098.743652
	Iteration 25Q: 3 clusters Score -723861.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -723883.437500 Penalty: 3098.743652
	Iteration 26Q: 3 clusters Score -723883.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -723908.562500 Penalty: 3098.743652
	Iteration 27Q: 3 clusters Score -723908.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -723925.125000 Penalty: 3098.743652
	Iteration 28Q: 3 clusters Score -723925.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -723934.000000 Penalty: 3098.743652
	Iteration 29Q: 3 clusters Score -723934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -723945.562500 Penalty: 3098.743652
	Iteration 30Q: 3 clusters Score -723945.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -723950.375000 Penalty: 3098.743652
	Iteration 31Q: 3 clusters Score -723950.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -723953.375000 Penalty: 3098.743652
	Iteration 32Q: 3 clusters Score -723953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -723955.312500 Penalty: 3098.743652
	Iteration 33Q: 3 clusters Score -723955.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -723956.625000 Penalty: 3098.743652
	Iteration 34Q: 3 clusters Score -723956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -723958.000000 Penalty: 3098.743652
	Iteration 35Q: 3 clusters Score -723958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -723958.437500 Penalty: 3098.743652
	Iteration 36Q: 3 clusters Score -723958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -723958.187500 Penalty: 3098.743652
	Iteration 37Q: 3 clusters Score -723958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -723959.187500 Penalty: 3098.743652
	Iteration 38Q: 3 clusters Score -723959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -723960.125000 Penalty: 3098.743652
	Iteration 39Q: 3 clusters Score -723960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -723961.500000 Penalty: 3098.743652
	Iteration 40F: 3 clusters Score -723961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -723962.625000 Penalty: 3098.743652
	Iteration 41Q: 3 clusters Score -723962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -723965.062500 Penalty: 3098.743652
	Iteration 42Q: 3 clusters Score -723965.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -723967.000000 Penalty: 3098.743652
	Iteration 43Q: 3 clusters Score -723967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -723968.375000 Penalty: 3098.743652
	Iteration 44Q: 3 clusters Score -723968.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -723971.187500 Penalty: 3098.743652
	Iteration 45Q: 3 clusters Score -723971.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -723973.750000 Penalty: 3098.743652
	Iteration 46Q: 3 clusters Score -723973.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -723981.812500 Penalty: 3098.743652
	Iteration 47Q: 3 clusters Score -723981.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -723985.687500 Penalty: 3098.743652
	Iteration 48Q: 3 clusters Score -723985.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -723991.500000 Penalty: 3098.743652
	Iteration 49Q: 3 clusters Score -723991.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -723994.375000 Penalty: 3098.743652
	Iteration 50Q: 3 clusters Score -723994.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -723998.000000 Penalty: 3098.743652
	Iteration 51Q: 3 clusters Score -723998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -724001.937500 Penalty: 3098.743652
	Iteration 52Q: 3 clusters Score -724001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -724005.062500 Penalty: 3098.743652
	Iteration 53Q: 3 clusters Score -724005.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -724009.250000 Penalty: 3098.743652
	Iteration 54Q: 3 clusters Score -724009.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -724009.250000 Penalty: 3098.743652
	Iteration 55Q: 3 clusters Score -724009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -724012.937500 Penalty: 3098.743652
	Iteration 56Q: 3 clusters Score -724012.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -724014.937500 Penalty: 3098.743652
	Iteration 57Q: 3 clusters Score -724014.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -724016.750000 Penalty: 3098.743652
	Iteration 58Q: 3 clusters Score -724016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -724018.750000 Penalty: 3098.743652
	Iteration 59Q: 3 clusters Score -724018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -724017.562500 Penalty: 3098.743652
	Iteration 60F: 3 clusters Score -724017.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -724020.625000 Penalty: 3098.743652
	Iteration 61Q: 3 clusters Score -724020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -724020.375000 Penalty: 3098.743652
	Iteration 62Q: 3 clusters Score -724020.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -724024.312500 Penalty: 3098.743652
	Iteration 63Q: 3 clusters Score -724024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -724026.500000 Penalty: 3098.743652
	Iteration 64Q: 3 clusters Score -724026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -724029.250000 Penalty: 3098.743652
	Iteration 65Q: 3 clusters Score -724029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -724032.812500 Penalty: 3098.743652
	Iteration 66Q: 3 clusters Score -724032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -724033.750000 Penalty: 3098.743652
	Iteration 67Q: 3 clusters Score -724033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -724034.625000 Penalty: 3098.743652
	Iteration 68Q: 3 clusters Score -724034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -724034.625000 Penalty: 3098.743652
	Iteration 69F: 3 clusters Score -724034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Entering Unmasked Estep 
Score: -2752069.000000 Penalty: 1765.008545
	Iteration 0F: 2 clusters Score -2752069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -2717194.500000 Penalty: 3530.017090
	Iteration 0F: 3 clusters Score -2717194 nChanged 24565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2731075.500000 Penalty: 3530.017090
	Iteration 1F: 3 clusters Score -2731076 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2731769.750000 Penalty: 3530.017090
	Iteration 2Q: 3 clusters Score -2731770 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2732825.250000 Penalty: 3530.017090
	Iteration 3Q: 3 clusters Score -2732825 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2734636.250000 Penalty: 3530.017090
	Iteration 4F: 3 clusters Score -2734636 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2737716.750000 Penalty: 3530.017090
	Iteration 5F: 3 clusters Score -2737717 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2742025.000000 Penalty: 3530.017090
	Iteration 6F: 3 clusters Score -2742025 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2746119.250000 Penalty: 3530.017090
	Iteration 7F: 3 clusters Score -2746119 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2748716.000000 Penalty: 3530.017090
	Iteration 8F: 3 clusters Score -2748716 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2749848.500000 Penalty: 3530.017090
	Iteration 9Q: 3 clusters Score -2749848 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2750235.000000 Penalty: 3530.017090
	Iteration 10Q: 3 clusters Score -2750235 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2750372.250000 Penalty: 3530.017090
	Iteration 11Q: 3 clusters Score -2750372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2750430.750000 Penalty: 3530.017090
	Iteration 12Q: 3 clusters Score -2750431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2750473.250000 Penalty: 3530.017090
	Iteration 13Q: 3 clusters Score -2750473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2750491.000000 Penalty: 3530.017090
	Iteration 14Q: 3 clusters Score -2750491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2750510.750000 Penalty: 3530.017090
	Iteration 15Q: 3 clusters Score -2750511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2750528.000000 Penalty: 3530.017090
	Iteration 16Q: 3 clusters Score -2750528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2750548.750000 Penalty: 3530.017090
	Iteration 17Q: 3 clusters Score -2750549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2750557.500000 Penalty: 3530.017090
	Iteration 18Q: 3 clusters Score -2750558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2750561.750000 Penalty: 3530.017090
	Iteration 19Q: 3 clusters Score -2750562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2750561.750000 Penalty: 3530.017090
	Iteration 20F: 3 clusters Score -2750562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Entering Unmasked Estep 
Score: -575491.000000 Penalty: 1524.674316
	Iteration 0F: 2 clusters Score -575491 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 5968 members 
Entering Unmasked Estep 
Score: -567030.375000 Penalty: 3049.348633
	Iteration 0F: 3 clusters Score -567030.4 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -569844.437500 Penalty: 3049.348633
	Iteration 1F: 3 clusters Score -569844.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -570430.125000 Penalty: 3049.348633
	Iteration 2F: 3 clusters Score -570430.1 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -571492.937500 Penalty: 3049.348633
	Iteration 3F: 3 clusters Score -571492.9 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -572766.125000 Penalty: 3049.348633
	Iteration 4F: 3 clusters Score -572766.1 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -573830.625000 Penalty: 3049.348633
	Iteration 5F: 3 clusters Score -573830.6 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -574564.187500 Penalty: 3049.348633
	Iteration 6F: 3 clusters Score -574564.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -575063.187500 Penalty: 3049.348633
	Iteration 7Q: 3 clusters Score -575063.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -575375.375000 Penalty: 3049.348633
	Iteration 8Q: 3 clusters Score -575375.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -575555.500000 Penalty: 3049.348633
	Iteration 9Q: 3 clusters Score -575555.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -575657.375000 Penalty: 3049.348633
	Iteration 10Q: 3 clusters Score -575657.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -575721.250000 Penalty: 3049.348633
	Iteration 11Q: 3 clusters Score -575721.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -575762.625000 Penalty: 3049.348633
	Iteration 12Q: 3 clusters Score -575762.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -575778.375000 Penalty: 3049.348633
	Iteration 13Q: 3 clusters Score -575778.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -575785.312500 Penalty: 3049.348633
	Iteration 14Q: 3 clusters Score -575785.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -575787.437500 Penalty: 3049.348633
	Iteration 15Q: 3 clusters Score -575787.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -575792.812500 Penalty: 3049.348633
	Iteration 16Q: 3 clusters Score -575792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -575797.062500 Penalty: 3049.348633
	Iteration 17Q: 3 clusters Score -575797.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -575799.062500 Penalty: 3049.348633
	Iteration 18Q: 3 clusters Score -575799.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -575799.375000 Penalty: 3049.348633
	Iteration 19Q: 3 clusters Score -575799.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -575800.937500 Penalty: 3049.348633
	Iteration 20F: 3 clusters Score -575800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -575801.625000 Penalty: 3049.348633
	Iteration 21Q: 3 clusters Score -575801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -575802.750000 Penalty: 3049.348633
	Iteration 22Q: 3 clusters Score -575802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -575804.562500 Penalty: 3049.348633
	Iteration 23Q: 3 clusters Score -575804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -575804.312500 Penalty: 3049.348633
	Iteration 24Q: 3 clusters Score -575804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -575806.062500 Penalty: 3049.348633
	Iteration 25Q: 3 clusters Score -575806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -575806.062500 Penalty: 3049.348633
	Iteration 26Q: 3 clusters Score -575806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -575805.937500 Penalty: 3049.348633
	Iteration 27Q: 3 clusters Score -575805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -575806.062500 Penalty: 3049.348633
	Iteration 28Q: 3 clusters Score -575806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -575805.750000 Penalty: 3049.348633
	Iteration 29Q: 3 clusters Score -575805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -575805.437500 Penalty: 3049.348633
	Iteration 30Q: 3 clusters Score -575805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -575806.125000 Penalty: 3049.348633
	Iteration 31Q: 3 clusters Score -575806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -575806.500000 Penalty: 3049.348633
	Iteration 32Q: 3 clusters Score -575806.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -575808.375000 Penalty: 3049.348633
	Iteration 33Q: 3 clusters Score -575808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -575808.125000 Penalty: 3049.348633
	Iteration 34Q: 3 clusters Score -575808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -575807.562500 Penalty: 3049.348633
	Iteration 35Q: 3 clusters Score -575807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -575807.875000 Penalty: 3049.348633
	Iteration 36Q: 3 clusters Score -575807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -575808.750000 Penalty: 3049.348633
	Iteration 37Q: 3 clusters Score -575808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -575807.375000 Penalty: 3049.348633
	Iteration 38Q: 3 clusters Score -575807.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -575808.625000 Penalty: 3049.348633
	Iteration 39Q: 3 clusters Score -575808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -575808.625000 Penalty: 3049.348633
	Iteration 40F: 3 clusters Score -575808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 14760 members 
Mstep: Class 3 contains 10745 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 6 contains 59284 members 
Mstep: Class 10 contains 13830 members 
Mstep: Class 11 contains 52135 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 16584 members 
Mstep: Class 14 contains 32091 members 
Mstep: Class 15 contains 96027 members 
Mstep: Class 16 contains 33289 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 3979 members 
Entering Unmasked Estep 
Score: -20824202.000000 Penalty: 29439.427734
Splitting cluster 12 changes total score from -20824344.000000 to -20824202.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (16584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Entering Unmasked Estep 
Score: -877810.125000 Penalty: 1578.881348
	Iteration 0F: 2 clusters Score -877810.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -866307.125000 Penalty: 3157.762695
	Iteration 0F: 3 clusters Score -866307.1 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -870333.750000 Penalty: 3157.762695
	Iteration 1F: 3 clusters Score -870333.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -870668.562500 Penalty: 3157.762695
	Iteration 2Q: 3 clusters Score -870668.6 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -871077.500000 Penalty: 3157.762695
	Iteration 3Q: 3 clusters Score -871077.5 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -871551.625000 Penalty: 3157.762695
	Iteration 4F: 3 clusters Score -871551.6 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -872151.562500 Penalty: 3157.762695
	Iteration 5F: 3 clusters Score -872151.6 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -872943.750000 Penalty: 3157.762695
	Iteration 6F: 3 clusters Score -872943.8 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -873809.625000 Penalty: 3157.762695
	Iteration 7F: 3 clusters Score -873809.6 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -874559.562500 Penalty: 3157.762695
	Iteration 8F: 3 clusters Score -874559.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -875147.937500 Penalty: 3157.762695
	Iteration 9Q: 3 clusters Score -875147.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -875578.625000 Penalty: 3157.762695
	Iteration 10Q: 3 clusters Score -875578.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -875868.125000 Penalty: 3157.762695
	Iteration 11Q: 3 clusters Score -875868.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -876051.562500 Penalty: 3157.762695
	Iteration 12Q: 3 clusters Score -876051.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -876171.125000 Penalty: 3157.762695
	Iteration 13Q: 3 clusters Score -876171.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -876264.875000 Penalty: 3157.762695
	Iteration 14Q: 3 clusters Score -876264.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -876339.750000 Penalty: 3157.762695
	Iteration 15Q: 3 clusters Score -876339.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -876406.062500 Penalty: 3157.762695
	Iteration 16Q: 3 clusters Score -876406.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -876444.187500 Penalty: 3157.762695
	Iteration 17Q: 3 clusters Score -876444.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -876471.687500 Penalty: 3157.762695
	Iteration 18Q: 3 clusters Score -876471.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -876490.000000 Penalty: 3157.762695
	Iteration 19Q: 3 clusters Score -876490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -876502.000000 Penalty: 3157.762695
	Iteration 20F: 3 clusters Score -876502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -876506.125000 Penalty: 3157.762695
	Iteration 21Q: 3 clusters Score -876506.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -876509.937500 Penalty: 3157.762695
	Iteration 22Q: 3 clusters Score -876509.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -876510.687500 Penalty: 3157.762695
	Iteration 23Q: 3 clusters Score -876510.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -876512.250000 Penalty: 3157.762695
	Iteration 24Q: 3 clusters Score -876512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -876513.062500 Penalty: 3157.762695
	Iteration 25Q: 3 clusters Score -876513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -876512.937500 Penalty: 3157.762695
	Iteration 26Q: 3 clusters Score -876512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -876514.812500 Penalty: 3157.762695
	Iteration 27Q: 3 clusters Score -876514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -876514.437500 Penalty: 3157.762695
	Iteration 28Q: 3 clusters Score -876514.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -876515.250000 Penalty: 3157.762695
	Iteration 29Q: 3 clusters Score -876515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -876515.250000 Penalty: 3157.762695
	Iteration 30F: 3 clusters Score -876515.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Entering Unmasked Estep 
Score: -1680552.625000 Penalty: 1686.153809
	Iteration 0F: 2 clusters Score -1680553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1658951.125000 Penalty: 3372.307617
	Iteration 0F: 3 clusters Score -1658951 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1667132.500000 Penalty: 3372.307617
	Iteration 1F: 3 clusters Score -1667132 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1667687.375000 Penalty: 3372.307617
	Iteration 2Q: 3 clusters Score -1667687 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1668504.250000 Penalty: 3372.307617
	Iteration 3F: 3 clusters Score -1668504 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -1669724.500000 Penalty: 3372.307617
	Iteration 4F: 3 clusters Score -1669724 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -1671385.250000 Penalty: 3372.307617
	Iteration 5F: 3 clusters Score -1671385 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -1673455.000000 Penalty: 3372.307617
	Iteration 6F: 3 clusters Score -1673455 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -1675670.250000 Penalty: 3372.307617
	Iteration 7F: 3 clusters Score -1675670 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -1677279.875000 Penalty: 3372.307617
	Iteration 8F: 3 clusters Score -1677280 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -1678252.250000 Penalty: 3372.307617
	Iteration 9Q: 3 clusters Score -1678252 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -1678906.500000 Penalty: 3372.307617
	Iteration 10Q: 3 clusters Score -1678906 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -1679366.875000 Penalty: 3372.307617
	Iteration 11Q: 3 clusters Score -1679367 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -1679678.500000 Penalty: 3372.307617
	Iteration 12Q: 3 clusters Score -1679678 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -1679885.875000 Penalty: 3372.307617
	Iteration 13Q: 3 clusters Score -1679886 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -1680015.500000 Penalty: 3372.307617
	Iteration 14Q: 3 clusters Score -1680016 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -1680094.750000 Penalty: 3372.307617
	Iteration 15Q: 3 clusters Score -1680095 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -1680140.500000 Penalty: 3372.307617
	Iteration 16Q: 3 clusters Score -1680140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -1680173.500000 Penalty: 3372.307617
	Iteration 17Q: 3 clusters Score -1680174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -1680196.250000 Penalty: 3372.307617
	Iteration 18Q: 3 clusters Score -1680196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -1680211.250000 Penalty: 3372.307617
	Iteration 19Q: 3 clusters Score -1680211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -1680229.500000 Penalty: 3372.307617
	Iteration 20F: 3 clusters Score -1680230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -1680236.625000 Penalty: 3372.307617
	Iteration 21Q: 3 clusters Score -1680237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -1680244.250000 Penalty: 3372.307617
	Iteration 22Q: 3 clusters Score -1680244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -1680250.375000 Penalty: 3372.307617
	Iteration 23Q: 3 clusters Score -1680250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -1680254.000000 Penalty: 3372.307617
	Iteration 24Q: 3 clusters Score -1680254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -1680252.875000 Penalty: 3372.307617
	Iteration 25Q: 3 clusters Score -1680253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -1680253.000000 Penalty: 3372.307617
	Iteration 26Q: 3 clusters Score -1680253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -1680253.125000 Penalty: 3372.307617
	Iteration 27Q: 3 clusters Score -1680253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -1680253.625000 Penalty: 3372.307617
	Iteration 28Q: 3 clusters Score -1680254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -1680253.625000 Penalty: 3372.307617
	Iteration 29F: 3 clusters Score -1680254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96027 members 
Entering Unmasked Estep 
Score: -4937320.000000 Penalty: 1864.262451
	Iteration 0F: 2 clusters Score -4937320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -4873349.500000 Penalty: 3728.524902
	Iteration 0F: 3 clusters Score -4873350 nChanged 45769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -4899720.000000 Penalty: 3728.524902
	Iteration 1F: 3 clusters Score -4899720 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -4900744.500000 Penalty: 3728.524902
	Iteration 2Q: 3 clusters Score -4900744 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -4902527.000000 Penalty: 3728.524902
	Iteration 3Q: 3 clusters Score -4902527 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -4905324.500000 Penalty: 3728.524902
	Iteration 4F: 3 clusters Score -4905324 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -4910009.000000 Penalty: 3728.524902
	Iteration 5F: 3 clusters Score -4910009 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 72878 members 
Entering Unmasked Estep 
Score: -4916425.000000 Penalty: 3728.524902
	Iteration 6F: 3 clusters Score -4916425 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -4923090.500000 Penalty: 3728.524902
	Iteration 7F: 3 clusters Score -4923090 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -4928402.500000 Penalty: 3728.524902
	Iteration 8F: 3 clusters Score -4928402 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -4931642.500000 Penalty: 3728.524902
	Iteration 9Q: 3 clusters Score -4931642 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 90490 members 
Entering Unmasked Estep 
Score: -4933454.500000 Penalty: 3728.524902
	Iteration 10Q: 3 clusters Score -4933454 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -4934397.500000 Penalty: 3728.524902
	Iteration 11Q: 3 clusters Score -4934398 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 92676 members 
Entering Unmasked Estep 
Score: -4934937.500000 Penalty: 3728.524902
	Iteration 12Q: 3 clusters Score -4934938 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -4935307.000000 Penalty: 3728.524902
	Iteration 13Q: 3 clusters Score -4935307 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -4935533.500000 Penalty: 3728.524902
	Iteration 14Q: 3 clusters Score -4935534 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -4935679.500000 Penalty: 3728.524902
	Iteration 15Q: 3 clusters Score -4935680 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 94288 members 
Entering Unmasked Estep 
Score: -4935793.500000 Penalty: 3728.524902
	Iteration 16Q: 3 clusters Score -4935794 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -4935883.500000 Penalty: 3728.524902
	Iteration 17Q: 3 clusters Score -4935884 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -4935971.500000 Penalty: 3728.524902
	Iteration 18Q: 3 clusters Score -4935972 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 94716 members 
Entering Unmasked Estep 
Score: -4936031.000000 Penalty: 3728.524902
	Iteration 19Q: 3 clusters Score -4936031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 94789 members 
Entering Unmasked Estep 
Score: -4936081.000000 Penalty: 3728.524902
	Iteration 20F: 3 clusters Score -4936081 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -4936110.000000 Penalty: 3728.524902
	Iteration 21Q: 3 clusters Score -4936110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -4936139.500000 Penalty: 3728.524902
	Iteration 22Q: 3 clusters Score -4936140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 94929 members 
Entering Unmasked Estep 
Score: -4936165.500000 Penalty: 3728.524902
	Iteration 23Q: 3 clusters Score -4936166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -4936178.500000 Penalty: 3728.524902
	Iteration 24Q: 3 clusters Score -4936178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -4936200.500000 Penalty: 3728.524902
	Iteration 25Q: 3 clusters Score -4936200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -4936197.000000 Penalty: 3728.524902
	Iteration 26Q: 3 clusters Score -4936197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -4936220.000000 Penalty: 3728.524902
	Iteration 27Q: 3 clusters Score -4936220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -4936228.000000 Penalty: 3728.524902
	Iteration 28Q: 3 clusters Score -4936228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -4936227.500000 Penalty: 3728.524902
	Iteration 29Q: 3 clusters Score -4936228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -4936245.500000 Penalty: 3728.524902
	Iteration 30Q: 3 clusters Score -4936246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -4936243.500000 Penalty: 3728.524902
	Iteration 31Q: 3 clusters Score -4936244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -4936245.000000 Penalty: 3728.524902
	Iteration 32Q: 3 clusters Score -4936245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -4936245.500000 Penalty: 3728.524902
	Iteration 33Q: 3 clusters Score -4936246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 95086 members 
Entering Unmasked Estep 
Score: -4936244.500000 Penalty: 3728.524902
	Iteration 34Q: 3 clusters Score -4936244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -4936251.000000 Penalty: 3728.524902
	Iteration 35Q: 3 clusters Score -4936251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -4936245.000000 Penalty: 3728.524902
	Iteration 36Q: 3 clusters Score -4936245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -4936247.000000 Penalty: 3728.524902
	Iteration 37Q: 3 clusters Score -4936247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 95098 members 
Entering Unmasked Estep 
Score: -4936243.500000 Penalty: 3728.524902
	Iteration 38Q: 3 clusters Score -4936244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -4936248.500000 Penalty: 3728.524902
	Iteration 39Q: 3 clusters Score -4936248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -4936239.500000 Penalty: 3728.524902
	Iteration 40F: 3 clusters Score -4936240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -4936238.500000 Penalty: 3728.524902
	Iteration 41Q: 3 clusters Score -4936238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -4936245.000000 Penalty: 3728.524902
	Iteration 42Q: 3 clusters Score -4936245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -4936251.500000 Penalty: 3728.524902
	Iteration 43Q: 3 clusters Score -4936252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -4936252.500000 Penalty: 3728.524902
	Iteration 44Q: 3 clusters Score -4936252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 95112 members 
Entering Unmasked Estep 
Score: -4936250.500000 Penalty: 3728.524902
	Iteration 45Q: 3 clusters Score -4936250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -4936254.500000 Penalty: 3728.524902
	Iteration 46Q: 3 clusters Score -4936254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -4936249.500000 Penalty: 3728.524902
	Iteration 47Q: 3 clusters Score -4936250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -4936253.500000 Penalty: 3728.524902
	Iteration 48Q: 3 clusters Score -4936254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -4936252.500000 Penalty: 3728.524902
	Iteration 49Q: 3 clusters Score -4936252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -4936255.500000 Penalty: 3728.524902
	Iteration 50Q: 3 clusters Score -4936256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 95146 members 
Entering Unmasked Estep 
Score: -4936257.000000 Penalty: 3728.524902
	Iteration 51Q: 3 clusters Score -4936257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -4936255.500000 Penalty: 3728.524902
	Iteration 52Q: 3 clusters Score -4936256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -4936261.000000 Penalty: 3728.524902
	Iteration 53Q: 3 clusters Score -4936261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 95175 members 
Entering Unmasked Estep 
Score: -4936263.000000 Penalty: 3728.524902
	Iteration 54Q: 3 clusters Score -4936263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -4936265.500000 Penalty: 3728.524902
	Iteration 55Q: 3 clusters Score -4936266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -4936270.500000 Penalty: 3728.524902
	Iteration 56Q: 3 clusters Score -4936270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -4936278.000000 Penalty: 3728.524902
	Iteration 57Q: 3 clusters Score -4936278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -4936288.500000 Penalty: 3728.524902
	Iteration 58Q: 3 clusters Score -4936288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -4936298.000000 Penalty: 3728.524902
	Iteration 59Q: 3 clusters Score -4936298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 95227 members 
Entering Unmasked Estep 
Score: -4936298.500000 Penalty: 3728.524902
	Iteration 60F: 3 clusters Score -4936298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -4936304.000000 Penalty: 3728.524902
	Iteration 61Q: 3 clusters Score -4936304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -4936308.000000 Penalty: 3728.524902
	Iteration 62Q: 3 clusters Score -4936308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -4936305.000000 Penalty: 3728.524902
	Iteration 63Q: 3 clusters Score -4936305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -4936312.500000 Penalty: 3728.524902
	Iteration 64Q: 3 clusters Score -4936312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -4936327.000000 Penalty: 3728.524902
	Iteration 65Q: 3 clusters Score -4936327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -4936341.500000 Penalty: 3728.524902
	Iteration 66Q: 3 clusters Score -4936342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -4936342.000000 Penalty: 3728.524902
	Iteration 67Q: 3 clusters Score -4936342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -4936342.500000 Penalty: 3728.524902
	Iteration 68Q: 3 clusters Score -4936342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 95224 members 
Entering Unmasked Estep 
Score: -4936350.500000 Penalty: 3728.524902
	Iteration 69Q: 3 clusters Score -4936350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -4936349.500000 Penalty: 3728.524902
	Iteration 70Q: 3 clusters Score -4936350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -4936359.500000 Penalty: 3728.524902
	Iteration 71Q: 3 clusters Score -4936360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 95204 members 
Entering Unmasked Estep 
Score: -4936361.000000 Penalty: 3728.524902
	Iteration 72Q: 3 clusters Score -4936361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -4936361.500000 Penalty: 3728.524902
	Iteration 73Q: 3 clusters Score -4936362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -4936368.500000 Penalty: 3728.524902
	Iteration 74Q: 3 clusters Score -4936368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -4936375.500000 Penalty: 3728.524902
	Iteration 75Q: 3 clusters Score -4936376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 95204 members 
Entering Unmasked Estep 
Score: -4936376.000000 Penalty: 3728.524902
	Iteration 76Q: 3 clusters Score -4936376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -4936376.500000 Penalty: 3728.524902
	Iteration 77Q: 3 clusters Score -4936376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -4936374.000000 Penalty: 3728.524902
	Iteration 78Q: 3 clusters Score -4936374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -4936376.000000 Penalty: 3728.524902
	Iteration 79Q: 3 clusters Score -4936376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -4936380.000000 Penalty: 3728.524902
	Iteration 80F: 3 clusters Score -4936380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 95180 members 
Entering Unmasked Estep 
Score: -4936376.500000 Penalty: 3728.524902
	Iteration 81Q: 3 clusters Score -4936376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 95180 members 
Entering Unmasked Estep 
Score: -4936385.500000 Penalty: 3728.524902
	Iteration 82Q: 3 clusters Score -4936386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 95176 members 
Entering Unmasked Estep 
Score: -4936383.500000 Penalty: 3728.524902
	Iteration 83Q: 3 clusters Score -4936384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -4936378.500000 Penalty: 3728.524902
	Iteration 84Q: 3 clusters Score -4936378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 95176 members 
Entering Unmasked Estep 
Score: -4936382.000000 Penalty: 3728.524902
	Iteration 85Q: 3 clusters Score -4936382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -4936386.000000 Penalty: 3728.524902
	Iteration 86Q: 3 clusters Score -4936386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -4936376.000000 Penalty: 3728.524902
	Iteration 87Q: 3 clusters Score -4936376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 95168 members 
Entering Unmasked Estep 
Score: -4936379.000000 Penalty: 3728.524902
	Iteration 88Q: 3 clusters Score -4936379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 95168 members 
Entering Unmasked Estep 
Score: -4936381.000000 Penalty: 3728.524902
	Iteration 89Q: 3 clusters Score -4936381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -4936383.000000 Penalty: 3728.524902
	Iteration 90Q: 3 clusters Score -4936383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -4936387.000000 Penalty: 3728.524902
	Iteration 91Q: 3 clusters Score -4936387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -4936387.500000 Penalty: 3728.524902
	Iteration 92Q: 3 clusters Score -4936388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -4936391.000000 Penalty: 3728.524902
	Iteration 93Q: 3 clusters Score -4936391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -4936391.500000 Penalty: 3728.524902
	Iteration 94Q: 3 clusters Score -4936392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -4936394.500000 Penalty: 3728.524902
	Iteration 95Q: 3 clusters Score -4936394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -4936392.500000 Penalty: 3728.524902
	Iteration 96Q: 3 clusters Score -4936392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -4936390.500000 Penalty: 3728.524902
	Iteration 97Q: 3 clusters Score -4936390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -4936390.500000 Penalty: 3728.524902
	Iteration 98F: 3 clusters Score -4936390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Entering Unmasked Estep 
Score: -1742883.375000 Penalty: 1692.109619
	Iteration 0F: 2 clusters Score -1742883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1720541.500000 Penalty: 3384.219238
	Iteration 0F: 3 clusters Score -1720542 nChanged 15293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1728818.000000 Penalty: 3384.219238
	Iteration 1F: 3 clusters Score -1728818 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1729181.250000 Penalty: 3384.219238
	Iteration 2Q: 3 clusters Score -1729181 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1729547.750000 Penalty: 3384.219238
	Iteration 3Q: 3 clusters Score -1729548 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1730005.875000 Penalty: 3384.219238
	Iteration 4Q: 3 clusters Score -1730006 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1730629.875000 Penalty: 3384.219238
	Iteration 5Q: 3 clusters Score -1730630 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1731601.500000 Penalty: 3384.219238
	Iteration 6F: 3 clusters Score -1731602 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1733045.375000 Penalty: 3384.219238
	Iteration 7F: 3 clusters Score -1733045 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1734989.375000 Penalty: 3384.219238
	Iteration 8F: 3 clusters Score -1734989 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1736897.625000 Penalty: 3384.219238
	Iteration 9F: 3 clusters Score -1736898 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1738404.375000 Penalty: 3384.219238
	Iteration 10F: 3 clusters Score -1738404 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1739491.125000 Penalty: 3384.219238
	Iteration 11Q: 3 clusters Score -1739491 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1740216.000000 Penalty: 3384.219238
	Iteration 12Q: 3 clusters Score -1740216 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1740667.000000 Penalty: 3384.219238
	Iteration 13Q: 3 clusters Score -1740667 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1740917.125000 Penalty: 3384.219238
	Iteration 14Q: 3 clusters Score -1740917 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1741099.500000 Penalty: 3384.219238
	Iteration 15Q: 3 clusters Score -1741100 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1741199.500000 Penalty: 3384.219238
	Iteration 16Q: 3 clusters Score -1741200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1741267.250000 Penalty: 3384.219238
	Iteration 17Q: 3 clusters Score -1741267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1741325.875000 Penalty: 3384.219238
	Iteration 18Q: 3 clusters Score -1741326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1741360.125000 Penalty: 3384.219238
	Iteration 19Q: 3 clusters Score -1741360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1741395.625000 Penalty: 3384.219238
	Iteration 20F: 3 clusters Score -1741396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1741418.875000 Penalty: 3384.219238
	Iteration 21Q: 3 clusters Score -1741419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1741428.875000 Penalty: 3384.219238
	Iteration 22Q: 3 clusters Score -1741429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1741437.250000 Penalty: 3384.219238
	Iteration 23Q: 3 clusters Score -1741437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1741447.000000 Penalty: 3384.219238
	Iteration 24Q: 3 clusters Score -1741447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1741457.625000 Penalty: 3384.219238
	Iteration 25Q: 3 clusters Score -1741458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1741471.250000 Penalty: 3384.219238
	Iteration 26Q: 3 clusters Score -1741471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1741476.375000 Penalty: 3384.219238
	Iteration 27Q: 3 clusters Score -1741476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1741478.250000 Penalty: 3384.219238
	Iteration 28Q: 3 clusters Score -1741478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1741485.375000 Penalty: 3384.219238
	Iteration 29Q: 3 clusters Score -1741485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1741484.000000 Penalty: 3384.219238
	Iteration 30Q: 3 clusters Score -1741484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1741489.125000 Penalty: 3384.219238
	Iteration 31Q: 3 clusters Score -1741489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1741491.750000 Penalty: 3384.219238
	Iteration 32Q: 3 clusters Score -1741492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1741494.000000 Penalty: 3384.219238
	Iteration 33Q: 3 clusters Score -1741494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1741497.250000 Penalty: 3384.219238
	Iteration 34Q: 3 clusters Score -1741497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1741499.375000 Penalty: 3384.219238
	Iteration 35Q: 3 clusters Score -1741499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1741499.375000 Penalty: 3384.219238
	Iteration 36F: 3 clusters Score -1741499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Entering Unmasked Estep 
Score: -274802.562500 Penalty: 1387.516479
	Iteration 0F: 2 clusters Score -274802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -270748.437500 Penalty: 2775.032959
	Iteration 0F: 3 clusters Score -270748.4 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -271779.156250 Penalty: 2775.032959
	Iteration 1F: 3 clusters Score -271779.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -271932.562500 Penalty: 2775.032959
	Iteration 2F: 3 clusters Score -271932.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -272029.750000 Penalty: 2775.032959
	Iteration 3Q: 3 clusters Score -272029.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -272099.843750 Penalty: 2775.032959
	Iteration 4Q: 3 clusters Score -272099.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -272143.062500 Penalty: 2775.032959
	Iteration 5Q: 3 clusters Score -272143.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -272172.125000 Penalty: 2775.032959
	Iteration 6Q: 3 clusters Score -272172.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -272200.125000 Penalty: 2775.032959
	Iteration 7Q: 3 clusters Score -272200.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -272227.187500 Penalty: 2775.032959
	Iteration 8Q: 3 clusters Score -272227.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -272244.093750 Penalty: 2775.032959
	Iteration 9Q: 3 clusters Score -272244.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -272257.906250 Penalty: 2775.032959
	Iteration 10Q: 3 clusters Score -272257.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -272269.500000 Penalty: 2775.032959
	Iteration 11Q: 3 clusters Score -272269.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -272278.718750 Penalty: 2775.032959
	Iteration 12Q: 3 clusters Score -272278.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -272286.187500 Penalty: 2775.032959
	Iteration 13Q: 3 clusters Score -272286.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -272290.531250 Penalty: 2775.032959
	Iteration 14Q: 3 clusters Score -272290.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -272294.343750 Penalty: 2775.032959
	Iteration 15Q: 3 clusters Score -272294.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -272297.968750 Penalty: 2775.032959
	Iteration 16Q: 3 clusters Score -272298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -272301.406250 Penalty: 2775.032959
	Iteration 17Q: 3 clusters Score -272301.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -272304.312500 Penalty: 2775.032959
	Iteration 18Q: 3 clusters Score -272304.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -272307.000000 Penalty: 2775.032959
	Iteration 19Q: 3 clusters Score -272307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -272308.531250 Penalty: 2775.032959
	Iteration 20F: 3 clusters Score -272308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -272310.718750 Penalty: 2775.032959
	Iteration 21Q: 3 clusters Score -272310.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -272312.218750 Penalty: 2775.032959
	Iteration 22Q: 3 clusters Score -272312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -272313.750000 Penalty: 2775.032959
	Iteration 23Q: 3 clusters Score -272313.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -272316.375000 Penalty: 2775.032959
	Iteration 24Q: 3 clusters Score -272316.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -272320.625000 Penalty: 2775.032959
	Iteration 25Q: 3 clusters Score -272320.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -272325.468750 Penalty: 2775.032959
	Iteration 26Q: 3 clusters Score -272325.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -272329.875000 Penalty: 2775.032959
	Iteration 27Q: 3 clusters Score -272329.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -272334.906250 Penalty: 2775.032959
	Iteration 28Q: 3 clusters Score -272334.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -272340.156250 Penalty: 2775.032959
	Iteration 29Q: 3 clusters Score -272340.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -272347.125000 Penalty: 2775.032959
	Iteration 30Q: 3 clusters Score -272347.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -272353.593750 Penalty: 2775.032959
	Iteration 31Q: 3 clusters Score -272353.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -272359.593750 Penalty: 2775.032959
	Iteration 32Q: 3 clusters Score -272359.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -272365.468750 Penalty: 2775.032959
	Iteration 33Q: 3 clusters Score -272365.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -272372.781250 Penalty: 2775.032959
	Iteration 34Q: 3 clusters Score -272372.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -272388.468750 Penalty: 2775.032959
	Iteration 35Q: 3 clusters Score -272388.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -272405.093750 Penalty: 2775.032959
	Iteration 36Q: 3 clusters Score -272405.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -272426.281250 Penalty: 2775.032959
	Iteration 37Q: 3 clusters Score -272426.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -272456.062500 Penalty: 2775.032959
	Iteration 38Q: 3 clusters Score -272456.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -272487.781250 Penalty: 2775.032959
	Iteration 39Q: 3 clusters Score -272487.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -272524.500000 Penalty: 2775.032959
	Iteration 40F: 3 clusters Score -272524.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -272573.281250 Penalty: 2775.032959
	Iteration 41Q: 3 clusters Score -272573.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -272633.687500 Penalty: 2775.032959
	Iteration 42Q: 3 clusters Score -272633.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -272687.437500 Penalty: 2775.032959
	Iteration 43Q: 3 clusters Score -272687.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -272745.250000 Penalty: 2775.032959
	Iteration 44Q: 3 clusters Score -272745.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -272823.812500 Penalty: 2775.032959
	Iteration 45Q: 3 clusters Score -272823.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -272919.875000 Penalty: 2775.032959
	Iteration 46Q: 3 clusters Score -272919.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -273030.906250 Penalty: 2775.032959
	Iteration 47Q: 3 clusters Score -273030.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -273127.312500 Penalty: 2775.032959
	Iteration 48Q: 3 clusters Score -273127.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -273222.000000 Penalty: 2775.032959
	Iteration 49Q: 3 clusters Score -273222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -273298.625000 Penalty: 2775.032959
	Iteration 50Q: 3 clusters Score -273298.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -273362.937500 Penalty: 2775.032959
	Iteration 51Q: 3 clusters Score -273362.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -273412.937500 Penalty: 2775.032959
	Iteration 52Q: 3 clusters Score -273412.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -273440.625000 Penalty: 2775.032959
	Iteration 53Q: 3 clusters Score -273440.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -273463.250000 Penalty: 2775.032959
	Iteration 54Q: 3 clusters Score -273463.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -273489.062500 Penalty: 2775.032959
	Iteration 55Q: 3 clusters Score -273489.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -273498.968750 Penalty: 2775.032959
	Iteration 56Q: 3 clusters Score -273499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -273503.937500 Penalty: 2775.032959
	Iteration 57Q: 3 clusters Score -273503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -273509.281250 Penalty: 2775.032959
	Iteration 58Q: 3 clusters Score -273509.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -273515.687500 Penalty: 2775.032959
	Iteration 59Q: 3 clusters Score -273515.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -273520.093750 Penalty: 2775.032959
	Iteration 60F: 3 clusters Score -273520.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -273525.750000 Penalty: 2775.032959
	Iteration 61Q: 3 clusters Score -273525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -273533.843750 Penalty: 2775.032959
	Iteration 62Q: 3 clusters Score -273533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -273542.375000 Penalty: 2775.032959
	Iteration 63Q: 3 clusters Score -273542.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -273546.593750 Penalty: 2775.032959
	Iteration 64Q: 3 clusters Score -273546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -273548.781250 Penalty: 2775.032959
	Iteration 65Q: 3 clusters Score -273548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -273550.531250 Penalty: 2775.032959
	Iteration 66Q: 3 clusters Score -273550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -273552.031250 Penalty: 2775.032959
	Iteration 67Q: 3 clusters Score -273552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -273553.593750 Penalty: 2775.032959
	Iteration 68Q: 3 clusters Score -273553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -273554.687500 Penalty: 2775.032959
	Iteration 69Q: 3 clusters Score -273554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -273556.343750 Penalty: 2775.032959
	Iteration 70Q: 3 clusters Score -273556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -273558.593750 Penalty: 2775.032959
	Iteration 71Q: 3 clusters Score -273558.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -273558.593750 Penalty: 2775.032959
	Iteration 72F: 3 clusters Score -273558.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -207882.609375 Penalty: 1346.927734
	Iteration 0F: 2 clusters Score -207882.6 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 2009 members 
Entering Unmasked Estep 
Score: -204571.593750 Penalty: 2693.855469
	Iteration 0F: 3 clusters Score -204571.6 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -205392.296875 Penalty: 2693.855469
	Iteration 1F: 3 clusters Score -205392.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -205514.218750 Penalty: 2693.855469
	Iteration 2F: 3 clusters Score -205514.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -205587.828125 Penalty: 2693.855469
	Iteration 3Q: 3 clusters Score -205587.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -205634.468750 Penalty: 2693.855469
	Iteration 4Q: 3 clusters Score -205634.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -205665.406250 Penalty: 2693.855469
	Iteration 5Q: 3 clusters Score -205665.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -205688.515625 Penalty: 2693.855469
	Iteration 6Q: 3 clusters Score -205688.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -205713.890625 Penalty: 2693.855469
	Iteration 7Q: 3 clusters Score -205713.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -205735.421875 Penalty: 2693.855469
	Iteration 8Q: 3 clusters Score -205735.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -205753.781250 Penalty: 2693.855469
	Iteration 9Q: 3 clusters Score -205753.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -205777.250000 Penalty: 2693.855469
	Iteration 10Q: 3 clusters Score -205777.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -205802.125000 Penalty: 2693.855469
	Iteration 11Q: 3 clusters Score -205802.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -205825.593750 Penalty: 2693.855469
	Iteration 12Q: 3 clusters Score -205825.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -205852.921875 Penalty: 2693.855469
	Iteration 13Q: 3 clusters Score -205852.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -205885.046875 Penalty: 2693.855469
	Iteration 14Q: 3 clusters Score -205885 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -205909.046875 Penalty: 2693.855469
	Iteration 15Q: 3 clusters Score -205909 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -205930.796875 Penalty: 2693.855469
	Iteration 16Q: 3 clusters Score -205930.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -205949.937500 Penalty: 2693.855469
	Iteration 17Q: 3 clusters Score -205949.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -205973.218750 Penalty: 2693.855469
	Iteration 18Q: 3 clusters Score -205973.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -205998.125000 Penalty: 2693.855469
	Iteration 19Q: 3 clusters Score -205998.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -206019.578125 Penalty: 2693.855469
	Iteration 20F: 3 clusters Score -206019.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -206040.046875 Penalty: 2693.855469
	Iteration 21Q: 3 clusters Score -206040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -206063.171875 Penalty: 2693.855469
	Iteration 22Q: 3 clusters Score -206063.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -206081.484375 Penalty: 2693.855469
	Iteration 23Q: 3 clusters Score -206081.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -206108.234375 Penalty: 2693.855469
	Iteration 24Q: 3 clusters Score -206108.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -206132.500000 Penalty: 2693.855469
	Iteration 25Q: 3 clusters Score -206132.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -206151.031250 Penalty: 2693.855469
	Iteration 26Q: 3 clusters Score -206151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -206169.343750 Penalty: 2693.855469
	Iteration 27Q: 3 clusters Score -206169.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -206185.640625 Penalty: 2693.855469
	Iteration 28Q: 3 clusters Score -206185.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -206195.390625 Penalty: 2693.855469
	Iteration 29Q: 3 clusters Score -206195.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -206203.734375 Penalty: 2693.855469
	Iteration 30Q: 3 clusters Score -206203.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -206213.078125 Penalty: 2693.855469
	Iteration 31Q: 3 clusters Score -206213.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -206223.218750 Penalty: 2693.855469
	Iteration 32Q: 3 clusters Score -206223.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -206230.484375 Penalty: 2693.855469
	Iteration 33Q: 3 clusters Score -206230.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -206237.328125 Penalty: 2693.855469
	Iteration 34Q: 3 clusters Score -206237.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -206246.718750 Penalty: 2693.855469
	Iteration 35Q: 3 clusters Score -206246.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -206258.359375 Penalty: 2693.855469
	Iteration 36Q: 3 clusters Score -206258.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -206271.562500 Penalty: 2693.855469
	Iteration 37Q: 3 clusters Score -206271.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -206281.796875 Penalty: 2693.855469
	Iteration 38Q: 3 clusters Score -206281.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -206297.828125 Penalty: 2693.855469
	Iteration 39Q: 3 clusters Score -206297.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -206313.125000 Penalty: 2693.855469
	Iteration 40F: 3 clusters Score -206313.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206328.812500 Penalty: 2693.855469
	Iteration 41Q: 3 clusters Score -206328.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -206346.296875 Penalty: 2693.855469
	Iteration 42Q: 3 clusters Score -206346.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -206360.375000 Penalty: 2693.855469
	Iteration 43Q: 3 clusters Score -206360.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -206376.406250 Penalty: 2693.855469
	Iteration 44Q: 3 clusters Score -206376.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -206391.781250 Penalty: 2693.855469
	Iteration 45Q: 3 clusters Score -206391.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -206406.046875 Penalty: 2693.855469
	Iteration 46Q: 3 clusters Score -206406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -206414.187500 Penalty: 2693.855469
	Iteration 47Q: 3 clusters Score -206414.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -206420.187500 Penalty: 2693.855469
	Iteration 48Q: 3 clusters Score -206420.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -206423.921875 Penalty: 2693.855469
	Iteration 49Q: 3 clusters Score -206423.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -206425.890625 Penalty: 2693.855469
	Iteration 50Q: 3 clusters Score -206425.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -206429.187500 Penalty: 2693.855469
	Iteration 51Q: 3 clusters Score -206429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -206432.984375 Penalty: 2693.855469
	Iteration 52Q: 3 clusters Score -206433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -206437.625000 Penalty: 2693.855469
	Iteration 53Q: 3 clusters Score -206437.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206443.031250 Penalty: 2693.855469
	Iteration 54Q: 3 clusters Score -206443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -206446.718750 Penalty: 2693.855469
	Iteration 55Q: 3 clusters Score -206446.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -206450.921875 Penalty: 2693.855469
	Iteration 56Q: 3 clusters Score -206450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -206453.406250 Penalty: 2693.855469
	Iteration 57Q: 3 clusters Score -206453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -206454.156250 Penalty: 2693.855469
	Iteration 58Q: 3 clusters Score -206454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -206454.453125 Penalty: 2693.855469
	Iteration 59Q: 3 clusters Score -206454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -206455.609375 Penalty: 2693.855469
	Iteration 60F: 3 clusters Score -206455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -206455.937500 Penalty: 2693.855469
	Iteration 61Q: 3 clusters Score -206455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -206457.406250 Penalty: 2693.855469
	Iteration 62Q: 3 clusters Score -206457.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -206459.546875 Penalty: 2693.855469
	Iteration 63Q: 3 clusters Score -206459.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -206461.328125 Penalty: 2693.855469
	Iteration 64Q: 3 clusters Score -206461.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -206462.718750 Penalty: 2693.855469
	Iteration 65Q: 3 clusters Score -206462.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206464.531250 Penalty: 2693.855469
	Iteration 66Q: 3 clusters Score -206464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206465.687500 Penalty: 2693.855469
	Iteration 67Q: 3 clusters Score -206465.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206466.000000 Penalty: 2693.855469
	Iteration 68Q: 3 clusters Score -206466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -206467.500000 Penalty: 2693.855469
	Iteration 69Q: 3 clusters Score -206467.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -206467.500000 Penalty: 2693.855469
	Iteration 70F: 3 clusters Score -206467.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 6 contains 59284 members 
Mstep: Class 10 contains 13830 members 
Mstep: Class 11 contains 52135 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 16584 members 
Mstep: Class 14 contains 32091 members 
Mstep: Class 15 contains 96027 members 
Mstep: Class 16 contains 33289 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 3979 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 14 clusters Score -2.082717e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 13670 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 6 contains 59497 members 
Mstep: Class 10 contains 14169 members 
Mstep: Class 11 contains 52343 members 
Mstep: Class 12 contains 11848 members 
Mstep: Class 13 contains 16756 members 
Mstep: Class 14 contains 32258 members 
Mstep: Class 15 contains 97933 members 
Mstep: Class 16 contains 33027 members 
Mstep: Class 17 contains 4954 members 
Mstep: Class 18 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 14 clusters Score -2.082922e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 13365 members 
Mstep: Class 4 contains 8119 members 
Mstep: Class 6 contains 59540 members 
Mstep: Class 10 contains 14447 members 
Mstep: Class 11 contains 52342 members 
Mstep: Class 12 contains 11777 members 
Mstep: Class 13 contains 16827 members 
Mstep: Class 14 contains 32289 members 
Mstep: Class 15 contains 99636 members 
Mstep: Class 16 contains 32612 members 
Mstep: Class 17 contains 4775 members 
Mstep: Class 18 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 14 clusters Score -2.083042e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 12966 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 6 contains 59544 members 
Mstep: Class 10 contains 14741 members 
Mstep: Class 11 contains 52326 members 
Mstep: Class 12 contains 11688 members 
Mstep: Class 13 contains 16860 members 
Mstep: Class 14 contains 32302 members 
Mstep: Class 15 contains 101312 members 
Mstep: Class 16 contains 32132 members 
Mstep: Class 17 contains 4604 members 
Mstep: Class 18 contains 4128 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 14 clusters Score -2.083136e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 12658 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 6 contains 59504 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 52266 members 
Mstep: Class 12 contains 11578 members 
Mstep: Class 13 contains 16839 members 
Mstep: Class 14 contains 32289 members 
Mstep: Class 15 contains 102980 members 
Mstep: Class 16 contains 31684 members 
Mstep: Class 17 contains 4419 members 
Mstep: Class 18 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 14 clusters Score -2.08321e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 4 contains 7923 members 
Mstep: Class 6 contains 59438 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 11 contains 52151 members 
Mstep: Class 12 contains 11446 members 
Mstep: Class 13 contains 16810 members 
Mstep: Class 14 contains 32266 members 
Mstep: Class 15 contains 104699 members 
Mstep: Class 16 contains 31191 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 4191 members 
Entering Unmasked Estep 
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Iteration 44Q: 14 clusters Score -2.083272e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 12139 members 
Mstep: Class 4 contains 7824 members 
Mstep: Class 6 contains 59375 members 
Mstep: Class 10 contains 15406 members 
Mstep: Class 11 contains 52062 members 
Mstep: Class 12 contains 11329 members 
Mstep: Class 13 contains 16752 members 
Mstep: Class 14 contains 32232 members 
Mstep: Class 15 contains 106344 members 
Mstep: Class 16 contains 30710 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 4211 members 
Entering Unmasked Estep 
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Iteration 45Q: 14 clusters Score -2.083318e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 4 contains 7733 members 
Mstep: Class 6 contains 59286 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 51946 members 
Mstep: Class 12 contains 11208 members 
Mstep: Class 13 contains 16693 members 
Mstep: Class 14 contains 32176 members 
Mstep: Class 15 contains 108061 members 
Mstep: Class 16 contains 30276 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 14 clusters Score -2.083368e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 11679 members 
Mstep: Class 4 contains 7641 members 
Mstep: Class 6 contains 59183 members 
Mstep: Class 10 contains 15585 members 
Mstep: Class 11 contains 51831 members 
Mstep: Class 12 contains 11097 members 
Mstep: Class 13 contains 16607 members 
Mstep: Class 14 contains 32106 members 
Mstep: Class 15 contains 109802 members 
Mstep: Class 16 contains 29904 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 4247 members 
Entering Unmasked Estep 
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Iteration 47Q: 14 clusters Score -2.083405e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 11499 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 6 contains 59082 members 
Mstep: Class 10 contains 15538 members 
Mstep: Class 11 contains 51735 members 
Mstep: Class 12 contains 11035 members 
Mstep: Class 13 contains 16507 members 
Mstep: Class 14 contains 32023 members 
Mstep: Class 15 contains 111451 members 
Mstep: Class 16 contains 29597 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 18 contains 4259 members 
Entering Unmasked Estep 
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Iteration 48Q: 14 clusters Score -2.083446e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 11330 members 
Mstep: Class 4 contains 7452 members 
Mstep: Class 6 contains 58977 members 
Mstep: Class 10 contains 15457 members 
Mstep: Class 11 contains 51614 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 16385 members 
Mstep: Class 14 contains 31951 members 
Mstep: Class 15 contains 113073 members 
Mstep: Class 16 contains 29356 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 4258 members 
Entering Unmasked Estep 
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Iteration 49Q: 14 clusters Score -2.083475e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 11186 members 
Mstep: Class 4 contains 7364 members 
Mstep: Class 6 contains 58837 members 
Mstep: Class 10 contains 15356 members 
Mstep: Class 11 contains 51505 members 
Mstep: Class 12 contains 10953 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 31858 members 
Mstep: Class 15 contains 114643 members 
Mstep: Class 16 contains 29150 members 
Mstep: Class 17 contains 3213 members 
Mstep: Class 18 contains 4265 members 
Entering Unmasked Estep 
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Iteration 50Q: 14 clusters Score -2.083503e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 11019 members 
Mstep: Class 4 contains 7291 members 
Mstep: Class 6 contains 58712 members 
Mstep: Class 10 contains 15193 members 
Mstep: Class 11 contains 51406 members 
Mstep: Class 12 contains 10940 members 
Mstep: Class 13 contains 16134 members 
Mstep: Class 14 contains 31755 members 
Mstep: Class 15 contains 116175 members 
Mstep: Class 16 contains 28972 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 4275 members 
Entering Unmasked Estep 
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Iteration 51Q: 14 clusters Score -2.083531e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 10851 members 
Mstep: Class 4 contains 7233 members 
Mstep: Class 6 contains 58601 members 
Mstep: Class 10 contains 14971 members 
Mstep: Class 11 contains 51306 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 15998 members 
Mstep: Class 14 contains 31656 members 
Mstep: Class 15 contains 117694 members 
Mstep: Class 16 contains 28815 members 
Mstep: Class 17 contains 2915 members 
Mstep: Class 18 contains 4278 members 
Entering Unmasked Estep 
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Iteration 52Q: 14 clusters Score -2.083562e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 4 contains 7171 members 
Mstep: Class 6 contains 58492 members 
Mstep: Class 10 contains 14740 members 
Mstep: Class 11 contains 51204 members 
Mstep: Class 12 contains 10911 members 
Mstep: Class 13 contains 15855 members 
Mstep: Class 14 contains 31564 members 
Mstep: Class 15 contains 119181 members 
Mstep: Class 16 contains 28663 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 4275 members 
Entering Unmasked Estep 
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Iteration 53Q: 14 clusters Score -2.083589e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 4 contains 7111 members 
Mstep: Class 6 contains 58387 members 
Mstep: Class 10 contains 14460 members 
Mstep: Class 11 contains 51102 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 13 contains 15708 members 
Mstep: Class 14 contains 31481 members 
Mstep: Class 15 contains 120647 members 
Mstep: Class 16 contains 28539 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 4276 members 
Entering Unmasked Estep 
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Iteration 54Q: 14 clusters Score -2.083623e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 10433 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 6 contains 58266 members 
Mstep: Class 10 contains 14178 members 
Mstep: Class 11 contains 50964 members 
Mstep: Class 12 contains 10897 members 
Mstep: Class 13 contains 15576 members 
Mstep: Class 14 contains 31388 members 
Mstep: Class 15 contains 122123 members 
Mstep: Class 16 contains 28437 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 4268 members 
Entering Unmasked Estep 
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Iteration 55Q: 14 clusters Score -2.083649e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 4 contains 6977 members 
Mstep: Class 6 contains 58139 members 
Mstep: Class 10 contains 13904 members 
Mstep: Class 11 contains 50792 members 
Mstep: Class 12 contains 10886 members 
Mstep: Class 13 contains 15429 members 
Mstep: Class 14 contains 31304 members 
Mstep: Class 15 contains 123611 members 
Mstep: Class 16 contains 28323 members 
Mstep: Class 17 contains 2427 members 
Mstep: Class 18 contains 4260 members 
Entering Unmasked Estep 
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Iteration 56Q: 14 clusters Score -2.083666e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 10199 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 6 contains 58009 members 
Mstep: Class 10 contains 13600 members 
Mstep: Class 11 contains 50633 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 15274 members 
Mstep: Class 14 contains 31218 members 
Mstep: Class 15 contains 125029 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 4259 members 
Entering Unmasked Estep 
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Iteration 57Q: 14 clusters Score -2.083687e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 6 contains 57892 members 
Mstep: Class 10 contains 13292 members 
Mstep: Class 11 contains 50466 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 31105 members 
Mstep: Class 15 contains 126470 members 
Mstep: Class 16 contains 28132 members 
Mstep: Class 17 contains 2233 members 
Mstep: Class 18 contains 4262 members 
Entering Unmasked Estep 
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Iteration 58Q: 14 clusters Score -2.083711e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 9975 members 
Mstep: Class 4 contains 6779 members 
Mstep: Class 6 contains 57768 members 
Mstep: Class 10 contains 12934 members 
Mstep: Class 11 contains 50320 members 
Mstep: Class 12 contains 10866 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 30977 members 
Mstep: Class 15 contains 127915 members 
Mstep: Class 16 contains 28048 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 4269 members 
Entering Unmasked Estep 
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Iteration 59Q: 14 clusters Score -2.083738e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 9871 members 
Mstep: Class 4 contains 6717 members 
Mstep: Class 6 contains 57647 members 
Mstep: Class 10 contains 12559 members 
Mstep: Class 11 contains 50177 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 14801 members 
Mstep: Class 14 contains 30870 members 
Mstep: Class 15 contains 129349 members 
Mstep: Class 16 contains 27933 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 4271 members 
Entering Unmasked Estep 
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Iteration 60F: 14 clusters Score -2.083759e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 4 contains 6667 members 
Mstep: Class 6 contains 57528 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 50064 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 14647 members 
Mstep: Class 14 contains 30779 members 
Mstep: Class 15 contains 130735 members 
Mstep: Class 16 contains 27790 members 
Mstep: Class 17 contains 2017 members 
Mstep: Class 18 contains 4270 members 
Entering Unmasked Estep 
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Iteration 61Q: 14 clusters Score -2.083773e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 6 contains 57420 members 
Mstep: Class 10 contains 11796 members 
Mstep: Class 11 contains 49932 members 
Mstep: Class 12 contains 10859 members 
Mstep: Class 13 contains 14479 members 
Mstep: Class 14 contains 30680 members 
Mstep: Class 15 contains 132173 members 
Mstep: Class 16 contains 27645 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 4273 members 
Entering Unmasked Estep 
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Iteration 62Q: 14 clusters Score -2.083795e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 9554 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 6 contains 57312 members 
Mstep: Class 10 contains 11347 members 
Mstep: Class 11 contains 49781 members 
Mstep: Class 12 contains 10846 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 30569 members 
Mstep: Class 15 contains 133688 members 
Mstep: Class 16 contains 27508 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 4275 members 
Entering Unmasked Estep 
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Iteration 63Q: 14 clusters Score -2.083818e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 9433 members 
Mstep: Class 4 contains 6559 members 
Mstep: Class 6 contains 57210 members 
Mstep: Class 10 contains 10878 members 
Mstep: Class 11 contains 49650 members 
Mstep: Class 12 contains 10830 members 
Mstep: Class 13 contains 14172 members 
Mstep: Class 14 contains 30440 members 
Mstep: Class 15 contains 135226 members 
Mstep: Class 16 contains 27342 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 4276 members 
Entering Unmasked Estep 
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Iteration 64Q: 14 clusters Score -2.083854e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 9294 members 
Mstep: Class 4 contains 6536 members 
Mstep: Class 6 contains 57099 members 
Mstep: Class 10 contains 10438 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 12 contains 10820 members 
Mstep: Class 13 contains 14036 members 
Mstep: Class 14 contains 30291 members 
Mstep: Class 15 contains 136750 members 
Mstep: Class 16 contains 27168 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 4274 members 
Entering Unmasked Estep 
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Iteration 65Q: 14 clusters Score -2.083871e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 6 contains 56982 members 
Mstep: Class 10 contains 10001 members 
Mstep: Class 11 contains 49369 members 
Mstep: Class 12 contains 10809 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 30123 members 
Mstep: Class 15 contains 138309 members 
Mstep: Class 16 contains 26988 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 4272 members 
Entering Unmasked Estep 
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Iteration 66Q: 14 clusters Score -2.083903e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 9041 members 
Mstep: Class 4 contains 6481 members 
Mstep: Class 6 contains 56859 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 49202 members 
Mstep: Class 12 contains 10801 members 
Mstep: Class 13 contains 13787 members 
Mstep: Class 14 contains 29956 members 
Mstep: Class 15 contains 139880 members 
Mstep: Class 16 contains 26789 members 
Mstep: Class 17 contains 1752 members 
Mstep: Class 18 contains 4277 members 
Entering Unmasked Estep 
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Iteration 67Q: 14 clusters Score -2.083946e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 8908 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 6 contains 56746 members 
Mstep: Class 10 contains 9139 members 
Mstep: Class 11 contains 49031 members 
Mstep: Class 12 contains 10788 members 
Mstep: Class 13 contains 13666 members 
Mstep: Class 14 contains 29789 members 
Mstep: Class 15 contains 141450 members 
Mstep: Class 16 contains 26596 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 4275 members 
Entering Unmasked Estep 
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Iteration 68Q: 14 clusters Score -2.083976e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 8782 members 
Mstep: Class 4 contains 6437 members 
Mstep: Class 6 contains 56625 members 
Mstep: Class 10 contains 8703 members 
Mstep: Class 11 contains 48863 members 
Mstep: Class 12 contains 10785 members 
Mstep: Class 13 contains 13547 members 
Mstep: Class 14 contains 29625 members 
Mstep: Class 15 contains 143004 members 
Mstep: Class 16 contains 26407 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 4284 members 
Entering Unmasked Estep 
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Iteration 69Q: 14 clusters Score -2.084002e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 8638 members 
Mstep: Class 4 contains 6420 members 
Mstep: Class 6 contains 56485 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 48703 members 
Mstep: Class 12 contains 10772 members 
Mstep: Class 13 contains 13421 members 
Mstep: Class 14 contains 29469 members 
Mstep: Class 15 contains 144552 members 
Mstep: Class 16 contains 26235 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 4293 members 
Entering Unmasked Estep 
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Iteration 70Q: 14 clusters Score -2.084039e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 8482 members 
Mstep: Class 4 contains 6405 members 
Mstep: Class 6 contains 56344 members 
Mstep: Class 10 contains 7819 members 
Mstep: Class 11 contains 48558 members 
Mstep: Class 12 contains 10752 members 
Mstep: Class 13 contains 13291 members 
Mstep: Class 14 contains 29330 members 
Mstep: Class 15 contains 146100 members 
Mstep: Class 16 contains 26057 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 4307 members 
Entering Unmasked Estep 
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Iteration 71Q: 14 clusters Score -2.084057e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 4 contains 6385 members 
Mstep: Class 6 contains 56198 members 
Mstep: Class 10 contains 7389 members 
Mstep: Class 11 contains 48418 members 
Mstep: Class 12 contains 10739 members 
Mstep: Class 13 contains 13167 members 
Mstep: Class 14 contains 29207 members 
Mstep: Class 15 contains 147614 members 
Mstep: Class 16 contains 25892 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 4317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840856.000000 Penalty: 27336.611328
Iteration 72Q: 14 clusters Score -2.084086e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 8138 members 
Mstep: Class 4 contains 6367 members 
Mstep: Class 6 contains 56031 members 
Mstep: Class 10 contains 6970 members 
Mstep: Class 11 contains 48246 members 
Mstep: Class 12 contains 10730 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 29098 members 
Mstep: Class 15 contains 149192 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 4325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841144.000000 Penalty: 27336.611328
Iteration 73Q: 14 clusters Score -2.084114e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 7964 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 6 contains 55893 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 48088 members 
Mstep: Class 12 contains 10715 members 
Mstep: Class 13 contains 12920 members 
Mstep: Class 14 contains 28983 members 
Mstep: Class 15 contains 150780 members 
Mstep: Class 16 contains 25538 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 4331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841326.000000 Penalty: 27336.611328
Iteration 74Q: 14 clusters Score -2.084133e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 4 contains 6303 members 
Mstep: Class 6 contains 55749 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 47930 members 
Mstep: Class 12 contains 10693 members 
Mstep: Class 13 contains 12784 members 
Mstep: Class 14 contains 28853 members 
Mstep: Class 15 contains 152339 members 
Mstep: Class 16 contains 25368 members 
Mstep: Class 17 contains 1480 members 
Mstep: Class 18 contains 4339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841654.000000 Penalty: 27336.611328
Iteration 75Q: 14 clusters Score -2.084165e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 4 contains 6286 members 
Mstep: Class 6 contains 55594 members 
Mstep: Class 10 contains 5642 members 
Mstep: Class 11 contains 47746 members 
Mstep: Class 12 contains 10684 members 
Mstep: Class 13 contains 12639 members 
Mstep: Class 14 contains 28729 members 
Mstep: Class 15 contains 153971 members 
Mstep: Class 16 contains 25193 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 4341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842012.000000 Penalty: 27336.611328
Iteration 76Q: 14 clusters Score -2.084201e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 4 contains 6277 members 
Mstep: Class 6 contains 55429 members 
Mstep: Class 10 contains 5219 members 
Mstep: Class 11 contains 47554 members 
Mstep: Class 12 contains 10670 members 
Mstep: Class 13 contains 12476 members 
Mstep: Class 14 contains 28598 members 
Mstep: Class 15 contains 155611 members 
Mstep: Class 16 contains 25008 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842326.000000 Penalty: 27336.611328
Iteration 77Q: 14 clusters Score -2.084233e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 4 contains 6255 members 
Mstep: Class 6 contains 55257 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 47371 members 
Mstep: Class 12 contains 10661 members 
Mstep: Class 13 contains 12315 members 
Mstep: Class 14 contains 28448 members 
Mstep: Class 15 contains 157285 members 
Mstep: Class 16 contains 24845 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 4359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842716.000000 Penalty: 27336.611328
Iteration 78Q: 14 clusters Score -2.084272e+07 nChanged 2098
Entering ConstructFrom: 
Score: -20842716.000000 Penalty: 27336.611328
Entering ConstructFrom: 
Trying to split cluster 1 (56343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Entering Unmasked Estep 
Score: -2958198.750000 Penalty: 1777.622192
	Iteration 0F: 2 clusters Score -2958199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -2920559.000000 Penalty: 3555.244385
	Iteration 0F: 3 clusters Score -2920559 nChanged 26394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -2935642.250000 Penalty: 3555.244385
	Iteration 1F: 3 clusters Score -2935642 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -2936216.250000 Penalty: 3555.244385
	Iteration 2Q: 3 clusters Score -2936216 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -2936895.500000 Penalty: 3555.244385
	Iteration 3Q: 3 clusters Score -2936896 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -2937866.250000 Penalty: 3555.244385
	Iteration 4Q: 3 clusters Score -2937866 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2939201.500000 Penalty: 3555.244385
	Iteration 5Q: 3 clusters Score -2939202 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2941137.500000 Penalty: 3555.244385
	Iteration 6F: 3 clusters Score -2941138 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2943818.500000 Penalty: 3555.244385
	Iteration 7F: 3 clusters Score -2943818 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2947107.500000 Penalty: 3555.244385
	Iteration 8F: 3 clusters Score -2947108 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2950167.500000 Penalty: 3555.244385
	Iteration 9F: 3 clusters Score -2950168 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2952621.750000 Penalty: 3555.244385
	Iteration 10F: 3 clusters Score -2952622 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2954275.250000 Penalty: 3555.244385
	Iteration 11Q: 3 clusters Score -2954275 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2955346.250000 Penalty: 3555.244385
	Iteration 12Q: 3 clusters Score -2955346 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2955909.500000 Penalty: 3555.244385
	Iteration 13Q: 3 clusters Score -2955910 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2956227.750000 Penalty: 3555.244385
	Iteration 14Q: 3 clusters Score -2956228 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2956381.000000 Penalty: 3555.244385
	Iteration 15Q: 3 clusters Score -2956381 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2956477.250000 Penalty: 3555.244385
	Iteration 16Q: 3 clusters Score -2956477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2956517.500000 Penalty: 3555.244385
	Iteration 17Q: 3 clusters Score -2956518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2956551.750000 Penalty: 3555.244385
	Iteration 18Q: 3 clusters Score -2956552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2956574.000000 Penalty: 3555.244385
	Iteration 19Q: 3 clusters Score -2956574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2956591.250000 Penalty: 3555.244385
	Iteration 20F: 3 clusters Score -2956591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2956602.500000 Penalty: 3555.244385
	Iteration 21Q: 3 clusters Score -2956602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2956608.250000 Penalty: 3555.244385
	Iteration 22Q: 3 clusters Score -2956608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2956621.000000 Penalty: 3555.244385
	Iteration 23Q: 3 clusters Score -2956621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2956624.500000 Penalty: 3555.244385
	Iteration 24Q: 3 clusters Score -2956624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2956626.000000 Penalty: 3555.244385
	Iteration 25Q: 3 clusters Score -2956626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2956627.500000 Penalty: 3555.244385
	Iteration 26Q: 3 clusters Score -2956628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2956631.500000 Penalty: 3555.244385
	Iteration 27Q: 3 clusters Score -2956632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2956633.250000 Penalty: 3555.244385
	Iteration 28Q: 3 clusters Score -2956633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2956646.250000 Penalty: 3555.244385
	Iteration 29Q: 3 clusters Score -2956646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2956650.000000 Penalty: 3555.244385
	Iteration 30Q: 3 clusters Score -2956650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2956651.000000 Penalty: 3555.244385
	Iteration 31Q: 3 clusters Score -2956651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2956653.500000 Penalty: 3555.244385
	Iteration 32Q: 3 clusters Score -2956654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2956653.500000 Penalty: 3555.244385
	Iteration 33F: 3 clusters Score -2956654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Entering Unmasked Estep 
Score: -387584.718750 Penalty: 1441.824707
	Iteration 0F: 2 clusters Score -387584.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -382272.687500 Penalty: 2883.649414
	Iteration 0F: 3 clusters Score -382272.7 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -383922.312500 Penalty: 2883.649414
	Iteration 1F: 3 clusters Score -383922.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -384122.156250 Penalty: 2883.649414
	Iteration 2F: 3 clusters Score -384122.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -384258.281250 Penalty: 2883.649414
	Iteration 3Q: 3 clusters Score -384258.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -384374.031250 Penalty: 2883.649414
	Iteration 4Q: 3 clusters Score -384374 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -384461.906250 Penalty: 2883.649414
	Iteration 5Q: 3 clusters Score -384461.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -384513.031250 Penalty: 2883.649414
	Iteration 6Q: 3 clusters Score -384513 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -384555.406250 Penalty: 2883.649414
	Iteration 7Q: 3 clusters Score -384555.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -384602.500000 Penalty: 2883.649414
	Iteration 8Q: 3 clusters Score -384602.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -384649.343750 Penalty: 2883.649414
	Iteration 9Q: 3 clusters Score -384649.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -384685.750000 Penalty: 2883.649414
	Iteration 10Q: 3 clusters Score -384685.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -384726.281250 Penalty: 2883.649414
	Iteration 11Q: 3 clusters Score -384726.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -384772.500000 Penalty: 2883.649414
	Iteration 12Q: 3 clusters Score -384772.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -384822.187500 Penalty: 2883.649414
	Iteration 13Q: 3 clusters Score -384822.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -384879.062500 Penalty: 2883.649414
	Iteration 14Q: 3 clusters Score -384879.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -384942.750000 Penalty: 2883.649414
	Iteration 15Q: 3 clusters Score -384942.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -385007.343750 Penalty: 2883.649414
	Iteration 16Q: 3 clusters Score -385007.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -385068.093750 Penalty: 2883.649414
	Iteration 17Q: 3 clusters Score -385068.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -385127.593750 Penalty: 2883.649414
	Iteration 18Q: 3 clusters Score -385127.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -385186.031250 Penalty: 2883.649414
	Iteration 19Q: 3 clusters Score -385186 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -385236.093750 Penalty: 2883.649414
	Iteration 20F: 3 clusters Score -385236.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -385280.031250 Penalty: 2883.649414
	Iteration 21Q: 3 clusters Score -385280 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -385319.875000 Penalty: 2883.649414
	Iteration 22Q: 3 clusters Score -385319.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -385351.625000 Penalty: 2883.649414
	Iteration 23Q: 3 clusters Score -385351.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -385385.156250 Penalty: 2883.649414
	Iteration 24Q: 3 clusters Score -385385.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -385415.000000 Penalty: 2883.649414
	Iteration 25Q: 3 clusters Score -385415 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -385450.375000 Penalty: 2883.649414
	Iteration 26Q: 3 clusters Score -385450.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -385481.343750 Penalty: 2883.649414
	Iteration 27Q: 3 clusters Score -385481.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -385509.125000 Penalty: 2883.649414
	Iteration 28Q: 3 clusters Score -385509.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -385530.531250 Penalty: 2883.649414
	Iteration 29Q: 3 clusters Score -385530.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -385551.281250 Penalty: 2883.649414
	Iteration 30Q: 3 clusters Score -385551.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -385568.375000 Penalty: 2883.649414
	Iteration 31Q: 3 clusters Score -385568.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -385584.031250 Penalty: 2883.649414
	Iteration 32Q: 3 clusters Score -385584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -385598.906250 Penalty: 2883.649414
	Iteration 33Q: 3 clusters Score -385598.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -385613.593750 Penalty: 2883.649414
	Iteration 34Q: 3 clusters Score -385613.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -385625.812500 Penalty: 2883.649414
	Iteration 35Q: 3 clusters Score -385625.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -385639.000000 Penalty: 2883.649414
	Iteration 36Q: 3 clusters Score -385639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -385649.531250 Penalty: 2883.649414
	Iteration 37Q: 3 clusters Score -385649.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -385660.125000 Penalty: 2883.649414
	Iteration 38Q: 3 clusters Score -385660.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -385670.906250 Penalty: 2883.649414
	Iteration 39Q: 3 clusters Score -385670.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -385682.281250 Penalty: 2883.649414
	Iteration 40F: 3 clusters Score -385682.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -385691.343750 Penalty: 2883.649414
	Iteration 41Q: 3 clusters Score -385691.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -385704.312500 Penalty: 2883.649414
	Iteration 42Q: 3 clusters Score -385704.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -385714.593750 Penalty: 2883.649414
	Iteration 43Q: 3 clusters Score -385714.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -385726.125000 Penalty: 2883.649414
	Iteration 44Q: 3 clusters Score -385726.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -385737.843750 Penalty: 2883.649414
	Iteration 45Q: 3 clusters Score -385737.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -385750.187500 Penalty: 2883.649414
	Iteration 46Q: 3 clusters Score -385750.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -385763.437500 Penalty: 2883.649414
	Iteration 47Q: 3 clusters Score -385763.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -385780.343750 Penalty: 2883.649414
	Iteration 48Q: 3 clusters Score -385780.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -385793.156250 Penalty: 2883.649414
	Iteration 49Q: 3 clusters Score -385793.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -385805.000000 Penalty: 2883.649414
	Iteration 50Q: 3 clusters Score -385805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -385813.875000 Penalty: 2883.649414
	Iteration 51Q: 3 clusters Score -385813.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -385823.406250 Penalty: 2883.649414
	Iteration 52Q: 3 clusters Score -385823.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -385835.468750 Penalty: 2883.649414
	Iteration 53Q: 3 clusters Score -385835.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -385844.250000 Penalty: 2883.649414
	Iteration 54Q: 3 clusters Score -385844.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -385853.343750 Penalty: 2883.649414
	Iteration 55Q: 3 clusters Score -385853.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -385864.843750 Penalty: 2883.649414
	Iteration 56Q: 3 clusters Score -385864.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -385873.750000 Penalty: 2883.649414
	Iteration 57Q: 3 clusters Score -385873.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -385882.843750 Penalty: 2883.649414
	Iteration 58Q: 3 clusters Score -385882.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -385893.656250 Penalty: 2883.649414
	Iteration 59Q: 3 clusters Score -385893.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -385902.250000 Penalty: 2883.649414
	Iteration 60F: 3 clusters Score -385902.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -385913.250000 Penalty: 2883.649414
	Iteration 61Q: 3 clusters Score -385913.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -385919.687500 Penalty: 2883.649414
	Iteration 62Q: 3 clusters Score -385919.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -385930.531250 Penalty: 2883.649414
	Iteration 63Q: 3 clusters Score -385930.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -385949.718750 Penalty: 2883.649414
	Iteration 64Q: 3 clusters Score -385949.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -385970.562500 Penalty: 2883.649414
	Iteration 65Q: 3 clusters Score -385970.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -385990.593750 Penalty: 2883.649414
	Iteration 66Q: 3 clusters Score -385990.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -386011.968750 Penalty: 2883.649414
	Iteration 67Q: 3 clusters Score -386012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -386034.875000 Penalty: 2883.649414
	Iteration 68Q: 3 clusters Score -386034.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -386056.406250 Penalty: 2883.649414
	Iteration 69Q: 3 clusters Score -386056.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -386071.375000 Penalty: 2883.649414
	Iteration 70Q: 3 clusters Score -386071.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -386082.937500 Penalty: 2883.649414
	Iteration 71Q: 3 clusters Score -386082.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -386091.562500 Penalty: 2883.649414
	Iteration 72Q: 3 clusters Score -386091.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -386099.750000 Penalty: 2883.649414
	Iteration 73Q: 3 clusters Score -386099.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -386106.281250 Penalty: 2883.649414
	Iteration 74Q: 3 clusters Score -386106.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -386115.187500 Penalty: 2883.649414
	Iteration 75Q: 3 clusters Score -386115.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -386120.437500 Penalty: 2883.649414
	Iteration 76Q: 3 clusters Score -386120.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -386126.875000 Penalty: 2883.649414
	Iteration 77Q: 3 clusters Score -386126.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -386134.937500 Penalty: 2883.649414
	Iteration 78Q: 3 clusters Score -386134.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -386142.875000 Penalty: 2883.649414
	Iteration 79Q: 3 clusters Score -386142.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -386151.750000 Penalty: 2883.649414
	Iteration 80F: 3 clusters Score -386151.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -386160.406250 Penalty: 2883.649414
	Iteration 81Q: 3 clusters Score -386160.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -386166.062500 Penalty: 2883.649414
	Iteration 82Q: 3 clusters Score -386166.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -386175.156250 Penalty: 2883.649414
	Iteration 83Q: 3 clusters Score -386175.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -386189.406250 Penalty: 2883.649414
	Iteration 84Q: 3 clusters Score -386189.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -386213.750000 Penalty: 2883.649414
	Iteration 85Q: 3 clusters Score -386213.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -386226.312500 Penalty: 2883.649414
	Iteration 86Q: 3 clusters Score -386226.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -386234.875000 Penalty: 2883.649414
	Iteration 87Q: 3 clusters Score -386234.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -386240.125000 Penalty: 2883.649414
	Iteration 88Q: 3 clusters Score -386240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -386245.625000 Penalty: 2883.649414
	Iteration 89Q: 3 clusters Score -386245.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -386252.593750 Penalty: 2883.649414
	Iteration 90Q: 3 clusters Score -386252.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -386261.125000 Penalty: 2883.649414
	Iteration 91Q: 3 clusters Score -386261.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -386270.156250 Penalty: 2883.649414
	Iteration 92Q: 3 clusters Score -386270.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -386274.593750 Penalty: 2883.649414
	Iteration 93Q: 3 clusters Score -386274.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -386284.062500 Penalty: 2883.649414
	Iteration 94Q: 3 clusters Score -386284.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -386298.562500 Penalty: 2883.649414
	Iteration 95Q: 3 clusters Score -386298.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -386311.343750 Penalty: 2883.649414
	Iteration 96Q: 3 clusters Score -386311.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -386326.781250 Penalty: 2883.649414
	Iteration 97Q: 3 clusters Score -386326.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -386338.062500 Penalty: 2883.649414
	Iteration 98Q: 3 clusters Score -386338.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -386347.187500 Penalty: 2883.649414
	Iteration 99Q: 3 clusters Score -386347.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -386356.500000 Penalty: 2883.649414
	Iteration 100F: 3 clusters Score -386356.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -386366.031250 Penalty: 2883.649414
	Iteration 101Q: 3 clusters Score -386366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -386376.812500 Penalty: 2883.649414
	Iteration 102Q: 3 clusters Score -386376.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -386381.656250 Penalty: 2883.649414
	Iteration 103Q: 3 clusters Score -386381.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -386388.781250 Penalty: 2883.649414
	Iteration 104Q: 3 clusters Score -386388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -386394.281250 Penalty: 2883.649414
	Iteration 105Q: 3 clusters Score -386394.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -386396.718750 Penalty: 2883.649414
	Iteration 106Q: 3 clusters Score -386396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -386400.625000 Penalty: 2883.649414
	Iteration 107Q: 3 clusters Score -386400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -386401.875000 Penalty: 2883.649414
	Iteration 108Q: 3 clusters Score -386401.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -386404.562500 Penalty: 2883.649414
	Iteration 109Q: 3 clusters Score -386404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -386406.781250 Penalty: 2883.649414
	Iteration 110Q: 3 clusters Score -386406.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -386410.562500 Penalty: 2883.649414
	Iteration 111Q: 3 clusters Score -386410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -386411.625000 Penalty: 2883.649414
	Iteration 112Q: 3 clusters Score -386411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -386411.625000 Penalty: 2883.649414
	Iteration 113F: 3 clusters Score -386411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Entering Unmasked Estep 
Score: -333889.875000 Penalty: 1419.287598
	Iteration 0F: 2 clusters Score -333889.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -329130.312500 Penalty: 2838.575195
	Iteration 0F: 3 clusters Score -329130.3 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -330590.937500 Penalty: 2838.575195
	Iteration 1F: 3 clusters Score -330590.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -330847.250000 Penalty: 2838.575195
	Iteration 2F: 3 clusters Score -330847.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -331025.937500 Penalty: 2838.575195
	Iteration 3F: 3 clusters Score -331025.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -331183.156250 Penalty: 2838.575195
	Iteration 4Q: 3 clusters Score -331183.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -331324.156250 Penalty: 2838.575195
	Iteration 5Q: 3 clusters Score -331324.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -331452.468750 Penalty: 2838.575195
	Iteration 6Q: 3 clusters Score -331452.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -331572.093750 Penalty: 2838.575195
	Iteration 7Q: 3 clusters Score -331572.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -331700.406250 Penalty: 2838.575195
	Iteration 8Q: 3 clusters Score -331700.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -331822.312500 Penalty: 2838.575195
	Iteration 9Q: 3 clusters Score -331822.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -331947.375000 Penalty: 2838.575195
	Iteration 10Q: 3 clusters Score -331947.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -332044.781250 Penalty: 2838.575195
	Iteration 11Q: 3 clusters Score -332044.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -332139.093750 Penalty: 2838.575195
	Iteration 12Q: 3 clusters Score -332139.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -332225.187500 Penalty: 2838.575195
	Iteration 13Q: 3 clusters Score -332225.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -332310.906250 Penalty: 2838.575195
	Iteration 14Q: 3 clusters Score -332310.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -332389.750000 Penalty: 2838.575195
	Iteration 15Q: 3 clusters Score -332389.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -332452.031250 Penalty: 2838.575195
	Iteration 16Q: 3 clusters Score -332452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -332489.562500 Penalty: 2838.575195
	Iteration 17Q: 3 clusters Score -332489.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -332513.781250 Penalty: 2838.575195
	Iteration 18Q: 3 clusters Score -332513.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -332537.593750 Penalty: 2838.575195
	Iteration 19Q: 3 clusters Score -332537.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -332558.031250 Penalty: 2838.575195
	Iteration 20F: 3 clusters Score -332558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -332572.906250 Penalty: 2838.575195
	Iteration 21Q: 3 clusters Score -332572.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -332585.625000 Penalty: 2838.575195
	Iteration 22Q: 3 clusters Score -332585.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -332594.375000 Penalty: 2838.575195
	Iteration 23Q: 3 clusters Score -332594.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -332603.093750 Penalty: 2838.575195
	Iteration 24Q: 3 clusters Score -332603.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -332609.968750 Penalty: 2838.575195
	Iteration 25Q: 3 clusters Score -332610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -332615.750000 Penalty: 2838.575195
	Iteration 26Q: 3 clusters Score -332615.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -332618.750000 Penalty: 2838.575195
	Iteration 27Q: 3 clusters Score -332618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -332619.687500 Penalty: 2838.575195
	Iteration 28Q: 3 clusters Score -332619.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -332621.187500 Penalty: 2838.575195
	Iteration 29Q: 3 clusters Score -332621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -332622.187500 Penalty: 2838.575195
	Iteration 30Q: 3 clusters Score -332622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -332624.468750 Penalty: 2838.575195
	Iteration 31Q: 3 clusters Score -332624.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -332629.937500 Penalty: 2838.575195
	Iteration 32Q: 3 clusters Score -332629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -332638.656250 Penalty: 2838.575195
	Iteration 33Q: 3 clusters Score -332638.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -332646.812500 Penalty: 2838.575195
	Iteration 34Q: 3 clusters Score -332646.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -332654.468750 Penalty: 2838.575195
	Iteration 35Q: 3 clusters Score -332654.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -332659.062500 Penalty: 2838.575195
	Iteration 36Q: 3 clusters Score -332659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -332663.218750 Penalty: 2838.575195
	Iteration 37Q: 3 clusters Score -332663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -332667.062500 Penalty: 2838.575195
	Iteration 38Q: 3 clusters Score -332667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -332668.531250 Penalty: 2838.575195
	Iteration 39Q: 3 clusters Score -332668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -332669.312500 Penalty: 2838.575195
	Iteration 40F: 3 clusters Score -332669.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -332670.031250 Penalty: 2838.575195
	Iteration 41Q: 3 clusters Score -332670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -332670.156250 Penalty: 2838.575195
	Iteration 42Q: 3 clusters Score -332670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -332671.468750 Penalty: 2838.575195
	Iteration 43Q: 3 clusters Score -332671.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -332671.468750 Penalty: 2838.575195
	Iteration 44F: 3 clusters Score -332671.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Entering Unmasked Estep 
Score: -2902052.000000 Penalty: 1773.964600
	Iteration 0F: 2 clusters Score -2902052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -2865403.250000 Penalty: 3547.929199
	Iteration 0F: 3 clusters Score -2865403 nChanged 25848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -2879788.750000 Penalty: 3547.929199
	Iteration 1F: 3 clusters Score -2879789 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -2880269.250000 Penalty: 3547.929199
	Iteration 2Q: 3 clusters Score -2880269 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -2880759.000000 Penalty: 3547.929199
	Iteration 3Q: 3 clusters Score -2880759 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -2881356.750000 Penalty: 3547.929199
	Iteration 4Q: 3 clusters Score -2881357 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -2882160.000000 Penalty: 3547.929199
	Iteration 5Q: 3 clusters Score -2882160 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -2883289.500000 Penalty: 3547.929199
	Iteration 6Q: 3 clusters Score -2883290 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -2884900.000000 Penalty: 3547.929199
	Iteration 7F: 3 clusters Score -2884900 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2887021.500000 Penalty: 3547.929199
	Iteration 8F: 3 clusters Score -2887022 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2889318.500000 Penalty: 3547.929199
	Iteration 9F: 3 clusters Score -2889318 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2890784.750000 Penalty: 3547.929199
	Iteration 10F: 3 clusters Score -2890785 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2891443.250000 Penalty: 3547.929199
	Iteration 11Q: 3 clusters Score -2891443 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2891777.500000 Penalty: 3547.929199
	Iteration 12Q: 3 clusters Score -2891778 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2891996.000000 Penalty: 3547.929199
	Iteration 13Q: 3 clusters Score -2891996 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2892191.750000 Penalty: 3547.929199
	Iteration 14Q: 3 clusters Score -2892192 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2892393.750000 Penalty: 3547.929199
	Iteration 15Q: 3 clusters Score -2892394 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2892592.250000 Penalty: 3547.929199
	Iteration 16Q: 3 clusters Score -2892592 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2892805.000000 Penalty: 3547.929199
	Iteration 17Q: 3 clusters Score -2892805 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2893047.250000 Penalty: 3547.929199
	Iteration 18Q: 3 clusters Score -2893047 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2893282.250000 Penalty: 3547.929199
	Iteration 19Q: 3 clusters Score -2893282 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2893553.000000 Penalty: 3547.929199
	Iteration 20F: 3 clusters Score -2893553 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2893813.250000 Penalty: 3547.929199
	Iteration 21Q: 3 clusters Score -2893813 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2894113.250000 Penalty: 3547.929199
	Iteration 22Q: 3 clusters Score -2894113 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2894434.250000 Penalty: 3547.929199
	Iteration 23Q: 3 clusters Score -2894434 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2894778.750000 Penalty: 3547.929199
	Iteration 24Q: 3 clusters Score -2894779 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2895167.250000 Penalty: 3547.929199
	Iteration 25Q: 3 clusters Score -2895167 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2895618.500000 Penalty: 3547.929199
	Iteration 26Q: 3 clusters Score -2895618 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2896049.000000 Penalty: 3547.929199
	Iteration 27Q: 3 clusters Score -2896049 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2896542.250000 Penalty: 3547.929199
	Iteration 28Q: 3 clusters Score -2896542 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2897013.000000 Penalty: 3547.929199
	Iteration 29Q: 3 clusters Score -2897013 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2897576.000000 Penalty: 3547.929199
	Iteration 30Q: 3 clusters Score -2897576 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2898145.750000 Penalty: 3547.929199
	Iteration 31Q: 3 clusters Score -2898146 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2898623.000000 Penalty: 3547.929199
	Iteration 32Q: 3 clusters Score -2898623 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2899086.000000 Penalty: 3547.929199
	Iteration 33Q: 3 clusters Score -2899086 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2899443.250000 Penalty: 3547.929199
	Iteration 34Q: 3 clusters Score -2899443 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2899758.000000 Penalty: 3547.929199
	Iteration 35Q: 3 clusters Score -2899758 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2900064.750000 Penalty: 3547.929199
	Iteration 36Q: 3 clusters Score -2900065 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2900298.750000 Penalty: 3547.929199
	Iteration 37Q: 3 clusters Score -2900299 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2900451.250000 Penalty: 3547.929199
	Iteration 38Q: 3 clusters Score -2900451 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2900549.250000 Penalty: 3547.929199
	Iteration 39Q: 3 clusters Score -2900549 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2900625.750000 Penalty: 3547.929199
	Iteration 40F: 3 clusters Score -2900626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2900687.250000 Penalty: 3547.929199
	Iteration 41Q: 3 clusters Score -2900687 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2900724.000000 Penalty: 3547.929199
	Iteration 42Q: 3 clusters Score -2900724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2900749.000000 Penalty: 3547.929199
	Iteration 43Q: 3 clusters Score -2900749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2900769.250000 Penalty: 3547.929199
	Iteration 44Q: 3 clusters Score -2900769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2900789.250000 Penalty: 3547.929199
	Iteration 45Q: 3 clusters Score -2900789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2900808.000000 Penalty: 3547.929199
	Iteration 46Q: 3 clusters Score -2900808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2900816.500000 Penalty: 3547.929199
	Iteration 47Q: 3 clusters Score -2900816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2900821.000000 Penalty: 3547.929199
	Iteration 48Q: 3 clusters Score -2900821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2900830.500000 Penalty: 3547.929199
	Iteration 49Q: 3 clusters Score -2900830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2900831.500000 Penalty: 3547.929199
	Iteration 50Q: 3 clusters Score -2900832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2900829.500000 Penalty: 3547.929199
	Iteration 51Q: 3 clusters Score -2900830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2900828.500000 Penalty: 3547.929199
	Iteration 52Q: 3 clusters Score -2900828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2900827.000000 Penalty: 3547.929199
	Iteration 53Q: 3 clusters Score -2900827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2900827.000000 Penalty: 3547.929199
	Iteration 54Q: 3 clusters Score -2900827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2900832.250000 Penalty: 3547.929199
	Iteration 55Q: 3 clusters Score -2900832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2900831.500000 Penalty: 3547.929199
	Iteration 56Q: 3 clusters Score -2900832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2900831.500000 Penalty: 3547.929199
	Iteration 57F: 3 clusters Score -2900832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -223111.859375 Penalty: 1360.176270
	Iteration 0F: 2 clusters Score -223111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -219510.125000 Penalty: 2720.352539
	Iteration 0F: 3 clusters Score -219510.1 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -220460.812500 Penalty: 2720.352539
	Iteration 1F: 3 clusters Score -220460.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -220606.593750 Penalty: 2720.352539
	Iteration 2F: 3 clusters Score -220606.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -220683.500000 Penalty: 2720.352539
	Iteration 3Q: 3 clusters Score -220683.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -220733.390625 Penalty: 2720.352539
	Iteration 4Q: 3 clusters Score -220733.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -220774.500000 Penalty: 2720.352539
	Iteration 5Q: 3 clusters Score -220774.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -220799.062500 Penalty: 2720.352539
	Iteration 6Q: 3 clusters Score -220799.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -220817.343750 Penalty: 2720.352539
	Iteration 7Q: 3 clusters Score -220817.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -220831.937500 Penalty: 2720.352539
	Iteration 8Q: 3 clusters Score -220831.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -220843.984375 Penalty: 2720.352539
	Iteration 9Q: 3 clusters Score -220844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -220856.906250 Penalty: 2720.352539
	Iteration 10Q: 3 clusters Score -220856.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -220871.296875 Penalty: 2720.352539
	Iteration 11Q: 3 clusters Score -220871.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -220885.406250 Penalty: 2720.352539
	Iteration 12Q: 3 clusters Score -220885.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -220896.937500 Penalty: 2720.352539
	Iteration 13Q: 3 clusters Score -220896.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -220905.687500 Penalty: 2720.352539
	Iteration 14Q: 3 clusters Score -220905.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -220911.203125 Penalty: 2720.352539
	Iteration 15Q: 3 clusters Score -220911.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -220917.984375 Penalty: 2720.352539
	Iteration 16Q: 3 clusters Score -220918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -220922.984375 Penalty: 2720.352539
	Iteration 17Q: 3 clusters Score -220923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -220928.562500 Penalty: 2720.352539
	Iteration 18Q: 3 clusters Score -220928.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -220934.953125 Penalty: 2720.352539
	Iteration 19Q: 3 clusters Score -220935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -220941.546875 Penalty: 2720.352539
	Iteration 20F: 3 clusters Score -220941.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -220947.781250 Penalty: 2720.352539
	Iteration 21Q: 3 clusters Score -220947.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -220953.531250 Penalty: 2720.352539
	Iteration 22Q: 3 clusters Score -220953.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -220957.531250 Penalty: 2720.352539
	Iteration 23Q: 3 clusters Score -220957.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -220961.703125 Penalty: 2720.352539
	Iteration 24Q: 3 clusters Score -220961.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -220964.125000 Penalty: 2720.352539
	Iteration 25Q: 3 clusters Score -220964.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -220968.406250 Penalty: 2720.352539
	Iteration 26Q: 3 clusters Score -220968.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -220973.562500 Penalty: 2720.352539
	Iteration 27Q: 3 clusters Score -220973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -220977.593750 Penalty: 2720.352539
	Iteration 28Q: 3 clusters Score -220977.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -220984.718750 Penalty: 2720.352539
	Iteration 29Q: 3 clusters Score -220984.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -220993.046875 Penalty: 2720.352539
	Iteration 30Q: 3 clusters Score -220993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -221003.765625 Penalty: 2720.352539
	Iteration 31Q: 3 clusters Score -221003.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -221016.375000 Penalty: 2720.352539
	Iteration 32Q: 3 clusters Score -221016.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -221029.890625 Penalty: 2720.352539
	Iteration 33Q: 3 clusters Score -221029.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -221043.578125 Penalty: 2720.352539
	Iteration 34Q: 3 clusters Score -221043.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -221055.312500 Penalty: 2720.352539
	Iteration 35Q: 3 clusters Score -221055.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -221065.718750 Penalty: 2720.352539
	Iteration 36Q: 3 clusters Score -221065.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -221076.125000 Penalty: 2720.352539
	Iteration 37Q: 3 clusters Score -221076.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -221082.890625 Penalty: 2720.352539
	Iteration 38Q: 3 clusters Score -221082.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -221085.875000 Penalty: 2720.352539
	Iteration 39Q: 3 clusters Score -221085.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -221090.406250 Penalty: 2720.352539
	Iteration 40F: 3 clusters Score -221090.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -221092.718750 Penalty: 2720.352539
	Iteration 41Q: 3 clusters Score -221092.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -221096.031250 Penalty: 2720.352539
	Iteration 42Q: 3 clusters Score -221096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -221098.531250 Penalty: 2720.352539
	Iteration 43Q: 3 clusters Score -221098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -221100.343750 Penalty: 2720.352539
	Iteration 44Q: 3 clusters Score -221100.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -221104.140625 Penalty: 2720.352539
	Iteration 45Q: 3 clusters Score -221104.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -221108.546875 Penalty: 2720.352539
	Iteration 46Q: 3 clusters Score -221108.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -221110.875000 Penalty: 2720.352539
	Iteration 47Q: 3 clusters Score -221110.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -221112.625000 Penalty: 2720.352539
	Iteration 48Q: 3 clusters Score -221112.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -221113.921875 Penalty: 2720.352539
	Iteration 49Q: 3 clusters Score -221113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -221113.906250 Penalty: 2720.352539
	Iteration 50Q: 3 clusters Score -221113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -221115.046875 Penalty: 2720.352539
	Iteration 51Q: 3 clusters Score -221115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -221115.156250 Penalty: 2720.352539
	Iteration 52Q: 3 clusters Score -221115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -221115.156250 Penalty: 2720.352539
	Iteration 53F: 3 clusters Score -221115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Entering Unmasked Estep 
Score: -2496732.000000 Penalty: 1748.773438
	Iteration 0F: 2 clusters Score -2496732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2465188.000000 Penalty: 3497.546875
	Iteration 0F: 3 clusters Score -2465188 nChanged 22073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2477503.750000 Penalty: 3497.546875
	Iteration 1F: 3 clusters Score -2477504 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2477860.500000 Penalty: 3497.546875
	Iteration 2Q: 3 clusters Score -2477860 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2478237.500000 Penalty: 3497.546875
	Iteration 3Q: 3 clusters Score -2478238 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2478668.250000 Penalty: 3497.546875
	Iteration 4Q: 3 clusters Score -2478668 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2479175.250000 Penalty: 3497.546875
	Iteration 5Q: 3 clusters Score -2479175 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2479928.750000 Penalty: 3497.546875
	Iteration 6Q: 3 clusters Score -2479929 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2481011.750000 Penalty: 3497.546875
	Iteration 7Q: 3 clusters Score -2481012 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2482635.750000 Penalty: 3497.546875
	Iteration 8F: 3 clusters Score -2482636 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2484772.500000 Penalty: 3497.546875
	Iteration 9F: 3 clusters Score -2484772 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2487291.250000 Penalty: 3497.546875
	Iteration 10F: 3 clusters Score -2487291 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2489640.500000 Penalty: 3497.546875
	Iteration 11F: 3 clusters Score -2489640 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2491454.750000 Penalty: 3497.546875
	Iteration 12Q: 3 clusters Score -2491455 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2492743.750000 Penalty: 3497.546875
	Iteration 13Q: 3 clusters Score -2492744 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2493573.000000 Penalty: 3497.546875
	Iteration 14Q: 3 clusters Score -2493573 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2494138.000000 Penalty: 3497.546875
	Iteration 15Q: 3 clusters Score -2494138 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2494529.000000 Penalty: 3497.546875
	Iteration 16Q: 3 clusters Score -2494529 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2494749.750000 Penalty: 3497.546875
	Iteration 17Q: 3 clusters Score -2494750 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2494883.500000 Penalty: 3497.546875
	Iteration 18Q: 3 clusters Score -2494884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2494973.500000 Penalty: 3497.546875
	Iteration 19Q: 3 clusters Score -2494974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2495031.500000 Penalty: 3497.546875
	Iteration 20F: 3 clusters Score -2495032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2495087.250000 Penalty: 3497.546875
	Iteration 21Q: 3 clusters Score -2495087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2495139.750000 Penalty: 3497.546875
	Iteration 22Q: 3 clusters Score -2495140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2495168.250000 Penalty: 3497.546875
	Iteration 23Q: 3 clusters Score -2495168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2495189.750000 Penalty: 3497.546875
	Iteration 24Q: 3 clusters Score -2495190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2495201.250000 Penalty: 3497.546875
	Iteration 25Q: 3 clusters Score -2495201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2495209.500000 Penalty: 3497.546875
	Iteration 26Q: 3 clusters Score -2495210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2495227.500000 Penalty: 3497.546875
	Iteration 27Q: 3 clusters Score -2495228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2495242.500000 Penalty: 3497.546875
	Iteration 28Q: 3 clusters Score -2495242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2495253.500000 Penalty: 3497.546875
	Iteration 29Q: 3 clusters Score -2495254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2495258.750000 Penalty: 3497.546875
	Iteration 30Q: 3 clusters Score -2495259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2495262.250000 Penalty: 3497.546875
	Iteration 31Q: 3 clusters Score -2495262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2495264.250000 Penalty: 3497.546875
	Iteration 32Q: 3 clusters Score -2495264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2495265.000000 Penalty: 3497.546875
	Iteration 33Q: 3 clusters Score -2495265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2495264.750000 Penalty: 3497.546875
	Iteration 34Q: 3 clusters Score -2495265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2495264.750000 Penalty: 3497.546875
	Iteration 35F: 3 clusters Score -2495265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Entering Unmasked Estep 
Score: -517171.718750 Penalty: 1507.035767
	Iteration 0F: 2 clusters Score -517171.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -509543.562500 Penalty: 3014.071533
	Iteration 0F: 3 clusters Score -509543.6 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -512080.812500 Penalty: 3014.071533
	Iteration 1F: 3 clusters Score -512080.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -512913.093750 Penalty: 3014.071533
	Iteration 2F: 3 clusters Score -512913.1 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -514125.750000 Penalty: 3014.071533
	Iteration 3F: 3 clusters Score -514125.8 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -515363.468750 Penalty: 3014.071533
	Iteration 4F: 3 clusters Score -515363.5 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -516289.687500 Penalty: 3014.071533
	Iteration 5F: 3 clusters Score -516289.7 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -516858.406250 Penalty: 3014.071533
	Iteration 6F: 3 clusters Score -516858.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -517126.125000 Penalty: 3014.071533
	Iteration 7Q: 3 clusters Score -517126.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -517230.000000 Penalty: 3014.071533
	Iteration 8Q: 3 clusters Score -517230 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -517294.500000 Penalty: 3014.071533
	Iteration 9Q: 3 clusters Score -517294.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -517342.312500 Penalty: 3014.071533
	Iteration 10Q: 3 clusters Score -517342.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -517383.250000 Penalty: 3014.071533
	Iteration 11Q: 3 clusters Score -517383.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -517417.562500 Penalty: 3014.071533
	Iteration 12Q: 3 clusters Score -517417.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -517455.531250 Penalty: 3014.071533
	Iteration 13Q: 3 clusters Score -517455.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -517492.062500 Penalty: 3014.071533
	Iteration 14Q: 3 clusters Score -517492.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -517519.718750 Penalty: 3014.071533
	Iteration 15Q: 3 clusters Score -517519.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -517533.687500 Penalty: 3014.071533
	Iteration 16Q: 3 clusters Score -517533.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -517538.656250 Penalty: 3014.071533
	Iteration 17Q: 3 clusters Score -517538.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -517542.093750 Penalty: 3014.071533
	Iteration 18Q: 3 clusters Score -517542.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -517543.281250 Penalty: 3014.071533
	Iteration 19Q: 3 clusters Score -517543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -517544.062500 Penalty: 3014.071533
	Iteration 20F: 3 clusters Score -517544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -517544.343750 Penalty: 3014.071533
	Iteration 21Q: 3 clusters Score -517544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -517545.187500 Penalty: 3014.071533
	Iteration 22Q: 3 clusters Score -517545.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -517545.031250 Penalty: 3014.071533
	Iteration 23Q: 3 clusters Score -517545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -517545.812500 Penalty: 3014.071533
	Iteration 24Q: 3 clusters Score -517545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -517547.250000 Penalty: 3014.071533
	Iteration 25Q: 3 clusters Score -517547.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -517547.906250 Penalty: 3014.071533
	Iteration 26Q: 3 clusters Score -517547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -517549.093750 Penalty: 3014.071533
	Iteration 27Q: 3 clusters Score -517549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -517549.062500 Penalty: 3014.071533
	Iteration 28Q: 3 clusters Score -517549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -517549.593750 Penalty: 3014.071533
	Iteration 29Q: 3 clusters Score -517549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -517550.062500 Penalty: 3014.071533
	Iteration 30Q: 3 clusters Score -517550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -517550.593750 Penalty: 3014.071533
	Iteration 31Q: 3 clusters Score -517550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -517550.500000 Penalty: 3014.071533
	Iteration 32Q: 3 clusters Score -517550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -517551.062500 Penalty: 3014.071533
	Iteration 33Q: 3 clusters Score -517551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -517551.062500 Penalty: 3014.071533
	Iteration 34F: 3 clusters Score -517551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 9392 members 
Mstep: Class 4 contains 6211 members 
Mstep: Class 6 contains 55089 members 
Mstep: Class 10 contains 4317 members 
Mstep: Class 11 contains 47178 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 12161 members 
Mstep: Class 14 contains 28296 members 
Mstep: Class 15 contains 158991 members 
Mstep: Class 16 contains 24688 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 4368 members 
Entering Unmasked Estep 
Score: -20842750.000000 Penalty: 29439.427734
Splitting cluster 12 changes total score from -20842716.000000 to -20842750.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 13 (12161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Entering Unmasked Estep 
Score: -645595.562500 Penalty: 1528.473267
	Iteration 0F: 2 clusters Score -645595.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -637073.750000 Penalty: 3056.946533
	Iteration 0F: 3 clusters Score -637073.8 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -640003.437500 Penalty: 3056.946533
	Iteration 1F: 3 clusters Score -640003.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -640325.250000 Penalty: 3056.946533
	Iteration 2F: 3 clusters Score -640325.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -640620.125000 Penalty: 3056.946533
	Iteration 3F: 3 clusters Score -640620.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -640920.312500 Penalty: 3056.946533
	Iteration 4Q: 3 clusters Score -640920.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -641265.125000 Penalty: 3056.946533
	Iteration 5Q: 3 clusters Score -641265.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -641613.375000 Penalty: 3056.946533
	Iteration 6Q: 3 clusters Score -641613.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -641970.625000 Penalty: 3056.946533
	Iteration 7Q: 3 clusters Score -641970.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -642321.187500 Penalty: 3056.946533
	Iteration 8Q: 3 clusters Score -642321.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -642591.437500 Penalty: 3056.946533
	Iteration 9Q: 3 clusters Score -642591.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -642786.562500 Penalty: 3056.946533
	Iteration 10Q: 3 clusters Score -642786.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -642925.375000 Penalty: 3056.946533
	Iteration 11Q: 3 clusters Score -642925.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -643057.125000 Penalty: 3056.946533
	Iteration 12Q: 3 clusters Score -643057.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -643178.437500 Penalty: 3056.946533
	Iteration 13Q: 3 clusters Score -643178.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -643282.000000 Penalty: 3056.946533
	Iteration 14Q: 3 clusters Score -643282 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -643384.687500 Penalty: 3056.946533
	Iteration 15Q: 3 clusters Score -643384.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -643476.125000 Penalty: 3056.946533
	Iteration 16Q: 3 clusters Score -643476.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -643572.125000 Penalty: 3056.946533
	Iteration 17Q: 3 clusters Score -643572.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -643670.375000 Penalty: 3056.946533
	Iteration 18Q: 3 clusters Score -643670.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -643778.062500 Penalty: 3056.946533
	Iteration 19Q: 3 clusters Score -643778.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -643865.875000 Penalty: 3056.946533
	Iteration 20F: 3 clusters Score -643865.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -643944.375000 Penalty: 3056.946533
	Iteration 21Q: 3 clusters Score -643944.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -644018.312500 Penalty: 3056.946533
	Iteration 22Q: 3 clusters Score -644018.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -644069.375000 Penalty: 3056.946533
	Iteration 23Q: 3 clusters Score -644069.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -644116.562500 Penalty: 3056.946533
	Iteration 24Q: 3 clusters Score -644116.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -644155.562500 Penalty: 3056.946533
	Iteration 25Q: 3 clusters Score -644155.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -644189.750000 Penalty: 3056.946533
	Iteration 26Q: 3 clusters Score -644189.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -644220.125000 Penalty: 3056.946533
	Iteration 27Q: 3 clusters Score -644220.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -644249.500000 Penalty: 3056.946533
	Iteration 28Q: 3 clusters Score -644249.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -644271.062500 Penalty: 3056.946533
	Iteration 29Q: 3 clusters Score -644271.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -644283.437500 Penalty: 3056.946533
	Iteration 30Q: 3 clusters Score -644283.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -644300.000000 Penalty: 3056.946533
	Iteration 31Q: 3 clusters Score -644300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -644313.250000 Penalty: 3056.946533
	Iteration 32Q: 3 clusters Score -644313.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -644325.500000 Penalty: 3056.946533
	Iteration 33Q: 3 clusters Score -644325.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -644333.250000 Penalty: 3056.946533
	Iteration 34Q: 3 clusters Score -644333.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -644339.937500 Penalty: 3056.946533
	Iteration 35Q: 3 clusters Score -644339.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -644349.687500 Penalty: 3056.946533
	Iteration 36Q: 3 clusters Score -644349.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -644354.937500 Penalty: 3056.946533
	Iteration 37Q: 3 clusters Score -644354.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -644364.187500 Penalty: 3056.946533
	Iteration 38Q: 3 clusters Score -644364.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -644370.375000 Penalty: 3056.946533
	Iteration 39Q: 3 clusters Score -644370.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -644376.750000 Penalty: 3056.946533
	Iteration 40F: 3 clusters Score -644376.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -644386.562500 Penalty: 3056.946533
	Iteration 41Q: 3 clusters Score -644386.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -644394.687500 Penalty: 3056.946533
	Iteration 42Q: 3 clusters Score -644394.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -644399.125000 Penalty: 3056.946533
	Iteration 43Q: 3 clusters Score -644399.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -644402.625000 Penalty: 3056.946533
	Iteration 44Q: 3 clusters Score -644402.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -644407.562500 Penalty: 3056.946533
	Iteration 45Q: 3 clusters Score -644407.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -644412.812500 Penalty: 3056.946533
	Iteration 46Q: 3 clusters Score -644412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -644416.687500 Penalty: 3056.946533
	Iteration 47Q: 3 clusters Score -644416.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -644416.875000 Penalty: 3056.946533
	Iteration 48Q: 3 clusters Score -644416.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -644421.125000 Penalty: 3056.946533
	Iteration 49Q: 3 clusters Score -644421.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -644424.687500 Penalty: 3056.946533
	Iteration 50Q: 3 clusters Score -644424.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -644428.125000 Penalty: 3056.946533
	Iteration 51Q: 3 clusters Score -644428.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -644428.437500 Penalty: 3056.946533
	Iteration 52Q: 3 clusters Score -644428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -644429.812500 Penalty: 3056.946533
	Iteration 53Q: 3 clusters Score -644429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -644432.625000 Penalty: 3056.946533
	Iteration 54Q: 3 clusters Score -644432.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -644435.937500 Penalty: 3056.946533
	Iteration 55Q: 3 clusters Score -644435.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -644437.500000 Penalty: 3056.946533
	Iteration 56Q: 3 clusters Score -644437.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -644440.250000 Penalty: 3056.946533
	Iteration 57Q: 3 clusters Score -644440.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -644440.312500 Penalty: 3056.946533
	Iteration 58Q: 3 clusters Score -644440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -644444.125000 Penalty: 3056.946533
	Iteration 59Q: 3 clusters Score -644444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -644446.562500 Penalty: 3056.946533
	Iteration 60F: 3 clusters Score -644446.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -644449.187500 Penalty: 3056.946533
	Iteration 61Q: 3 clusters Score -644449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -644452.750000 Penalty: 3056.946533
	Iteration 62Q: 3 clusters Score -644452.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -644454.000000 Penalty: 3056.946533
	Iteration 63Q: 3 clusters Score -644454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -644453.937500 Penalty: 3056.946533
	Iteration 64Q: 3 clusters Score -644453.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -644458.500000 Penalty: 3056.946533
	Iteration 65Q: 3 clusters Score -644458.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -644459.562500 Penalty: 3056.946533
	Iteration 66Q: 3 clusters Score -644459.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -644462.875000 Penalty: 3056.946533
	Iteration 67Q: 3 clusters Score -644462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -644465.750000 Penalty: 3056.946533
	Iteration 68Q: 3 clusters Score -644465.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -644467.937500 Penalty: 3056.946533
	Iteration 69Q: 3 clusters Score -644467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -644468.250000 Penalty: 3056.946533
	Iteration 70Q: 3 clusters Score -644468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -644469.312500 Penalty: 3056.946533
	Iteration 71Q: 3 clusters Score -644469.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -644469.312500 Penalty: 3056.946533
	Iteration 72F: 3 clusters Score -644469.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Entering Unmasked Estep 
Score: -1484377.625000 Penalty: 1665.702271
	Iteration 0F: 2 clusters Score -1484378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1465260.250000 Penalty: 3331.404541
	Iteration 0F: 3 clusters Score -1465260 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1472690.625000 Penalty: 3331.404541
	Iteration 1F: 3 clusters Score -1472691 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1473384.625000 Penalty: 3331.404541
	Iteration 2F: 3 clusters Score -1473385 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1474328.375000 Penalty: 3331.404541
	Iteration 3F: 3 clusters Score -1474328 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1475531.875000 Penalty: 3331.404541
	Iteration 4F: 3 clusters Score -1475532 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -1477106.375000 Penalty: 3331.404541
	Iteration 5F: 3 clusters Score -1477106 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1478953.125000 Penalty: 3331.404541
	Iteration 6F: 3 clusters Score -1478953 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -1480674.250000 Penalty: 3331.404541
	Iteration 7F: 3 clusters Score -1480674 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -1481696.750000 Penalty: 3331.404541
	Iteration 8Q: 3 clusters Score -1481697 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -1482332.375000 Penalty: 3331.404541
	Iteration 9Q: 3 clusters Score -1482332 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -1482738.625000 Penalty: 3331.404541
	Iteration 10Q: 3 clusters Score -1482739 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -1483025.500000 Penalty: 3331.404541
	Iteration 11Q: 3 clusters Score -1483026 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -1483259.000000 Penalty: 3331.404541
	Iteration 12Q: 3 clusters Score -1483259 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -1483451.000000 Penalty: 3331.404541
	Iteration 13Q: 3 clusters Score -1483451 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -1483611.500000 Penalty: 3331.404541
	Iteration 14Q: 3 clusters Score -1483612 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -1483752.750000 Penalty: 3331.404541
	Iteration 15Q: 3 clusters Score -1483753 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -1483874.250000 Penalty: 3331.404541
	Iteration 16Q: 3 clusters Score -1483874 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -1483953.125000 Penalty: 3331.404541
	Iteration 17Q: 3 clusters Score -1483953 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -1484003.375000 Penalty: 3331.404541
	Iteration 18Q: 3 clusters Score -1484003 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -1484047.125000 Penalty: 3331.404541
	Iteration 19Q: 3 clusters Score -1484047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -1484084.125000 Penalty: 3331.404541
	Iteration 20F: 3 clusters Score -1484084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -1484110.125000 Penalty: 3331.404541
	Iteration 21Q: 3 clusters Score -1484110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -1484139.125000 Penalty: 3331.404541
	Iteration 22Q: 3 clusters Score -1484139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -1484156.250000 Penalty: 3331.404541
	Iteration 23Q: 3 clusters Score -1484156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -1484161.750000 Penalty: 3331.404541
	Iteration 24Q: 3 clusters Score -1484162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -1484171.125000 Penalty: 3331.404541
	Iteration 25Q: 3 clusters Score -1484171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -1484176.250000 Penalty: 3331.404541
	Iteration 26Q: 3 clusters Score -1484176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -1484178.750000 Penalty: 3331.404541
	Iteration 27Q: 3 clusters Score -1484179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -1484181.000000 Penalty: 3331.404541
	Iteration 28Q: 3 clusters Score -1484181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -1484182.875000 Penalty: 3331.404541
	Iteration 29Q: 3 clusters Score -1484183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -1484181.250000 Penalty: 3331.404541
	Iteration 30Q: 3 clusters Score -1484181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -1484181.875000 Penalty: 3331.404541
	Iteration 31Q: 3 clusters Score -1484182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -1484181.875000 Penalty: 3331.404541
	Iteration 32F: 3 clusters Score -1484182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (158991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158991 members 
Entering Unmasked Estep 
Score: -8105304.500000 Penalty: 1946.197876
	Iteration 0F: 2 clusters Score -8105304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
Score: -7998764.500000 Penalty: 3892.395752
	Iteration 0F: 3 clusters Score -7998764 nChanged 76776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -8043324.000000 Penalty: 3892.395752
	Iteration 1F: 3 clusters Score -8043324 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -8044065.500000 Penalty: 3892.395752
	Iteration 2Q: 3 clusters Score -8044066 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -8044957.500000 Penalty: 3892.395752
	Iteration 3Q: 3 clusters Score -8044958 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -8046168.000000 Penalty: 3892.395752
	Iteration 4Q: 3 clusters Score -8046168 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -8047865.000000 Penalty: 3892.395752
	Iteration 5Q: 3 clusters Score -8047865 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -8050675.500000 Penalty: 3892.395752
	Iteration 6Q: 3 clusters Score -8050676 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -8054819.500000 Penalty: 3892.395752
	Iteration 7Q: 3 clusters Score -8054820 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -8060761.000000 Penalty: 3892.395752
	Iteration 8F: 3 clusters Score -8060761 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72618 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -8067705.500000 Penalty: 3892.395752
	Iteration 9F: 3 clusters Score -8067706 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -8074030.500000 Penalty: 3892.395752
	Iteration 10F: 3 clusters Score -8074030 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 86961 members 
Entering Unmasked Estep 
Score: -8077991.500000 Penalty: 3892.395752
	Iteration 11F: 3 clusters Score -8077992 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -8079648.000000 Penalty: 3892.395752
	Iteration 12Q: 3 clusters Score -8079648 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -8080408.000000 Penalty: 3892.395752
	Iteration 13Q: 3 clusters Score -8080408 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -8080796.000000 Penalty: 3892.395752
	Iteration 14Q: 3 clusters Score -8080796 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -8081052.500000 Penalty: 3892.395752
	Iteration 15Q: 3 clusters Score -8081052 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -8081247.500000 Penalty: 3892.395752
	Iteration 16Q: 3 clusters Score -8081248 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -8081377.500000 Penalty: 3892.395752
	Iteration 17Q: 3 clusters Score -8081378 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -8081591.000000 Penalty: 3892.395752
	Iteration 18Q: 3 clusters Score -8081591 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -8081795.000000 Penalty: 3892.395752
	Iteration 19Q: 3 clusters Score -8081795 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -8082047.500000 Penalty: 3892.395752
	Iteration 20F: 3 clusters Score -8082048 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -8082396.500000 Penalty: 3892.395752
	Iteration 21Q: 3 clusters Score -8082396 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -8082705.000000 Penalty: 3892.395752
	Iteration 22Q: 3 clusters Score -8082705 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -8082935.000000 Penalty: 3892.395752
	Iteration 23Q: 3 clusters Score -8082935 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -8083211.000000 Penalty: 3892.395752
	Iteration 24Q: 3 clusters Score -8083211 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -8083434.500000 Penalty: 3892.395752
	Iteration 25Q: 3 clusters Score -8083434 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 75396 members 
Entering Unmasked Estep 
Score: -8083710.500000 Penalty: 3892.395752
	Iteration 26Q: 3 clusters Score -8083710 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -8084014.500000 Penalty: 3892.395752
	Iteration 27Q: 3 clusters Score -8084014 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -8084415.000000 Penalty: 3892.395752
	Iteration 28Q: 3 clusters Score -8084415 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -8084914.000000 Penalty: 3892.395752
	Iteration 29Q: 3 clusters Score -8084914 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90725 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -8085443.000000 Penalty: 3892.395752
	Iteration 30Q: 3 clusters Score -8085443 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -8085980.000000 Penalty: 3892.395752
	Iteration 31Q: 3 clusters Score -8085980 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -8086622.000000 Penalty: 3892.395752
	Iteration 32Q: 3 clusters Score -8086622 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97657 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -8087247.500000 Penalty: 3892.395752
	Iteration 33Q: 3 clusters Score -8087248 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100180 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -8087944.000000 Penalty: 3892.395752
	Iteration 34Q: 3 clusters Score -8087944 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102797 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -8088729.000000 Penalty: 3892.395752
	Iteration 35Q: 3 clusters Score -8088729 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -8089541.500000 Penalty: 3892.395752
	Iteration 36Q: 3 clusters Score -8089542 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -8090388.500000 Penalty: 3892.395752
	Iteration 37Q: 3 clusters Score -8090388 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110944 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -8091269.500000 Penalty: 3892.395752
	Iteration 38Q: 3 clusters Score -8091270 nChanged 2699
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113641 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8092165 nChanged 2678
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116319 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8093134 nChanged 2751
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Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8094106 nChanged 2723
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Mstep: Class 1 contains 121789 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8094970 nChanged 2591
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Mstep: Class 1 contains 124378 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8095902 nChanged 2440
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Mstep: Class 1 contains 126818 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8096833 nChanged 2294
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Mstep: Class 1 contains 129112 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8097522 nChanged 2182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 131294 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8098236 nChanged 1913
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Mstep: Class 1 contains 133207 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8098878 nChanged 1793
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Mstep: Class 1 contains 135000 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8099526 nChanged 1627
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136627 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8100032 nChanged 1560
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Mstep: Class 1 contains 138187 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8100472 nChanged 1473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139660 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8100910 nChanged 1297
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Mstep: Class 1 contains 140957 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8101272 nChanged 1213
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Mstep: Class 1 contains 142170 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8101598 nChanged 1151
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Mstep: Class 1 contains 143321 members 
Mstep: Class 2 contains 15670 members 
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	Iteration 54Q: 3 clusters Score -8101886 nChanged 1098
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Mstep: Class 1 contains 144419 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8102178 nChanged 974
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Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8102387 nChanged 889
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Mstep: Class 1 contains 146280 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8102600 nChanged 798
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Mstep: Class 1 contains 147078 members 
Mstep: Class 2 contains 11913 members 
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	Iteration 58Q: 3 clusters Score -8102802 nChanged 742
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Mstep: Class 1 contains 147820 members 
Mstep: Class 2 contains 11171 members 
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	Iteration 59Q: 3 clusters Score -8102984 nChanged 673
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Mstep: Class 1 contains 148493 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8103140 nChanged 600
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Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8103228 nChanged 540
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Mstep: Class 1 contains 149633 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8103332 nChanged 515
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Mstep: Class 2 contains 8843 members 
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	Iteration 63Q: 3 clusters Score -8103436 nChanged 451
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Mstep: Class 2 contains 8392 members 
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	Iteration 64Q: 3 clusters Score -8103548 nChanged 399
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Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 7993 members 
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	Iteration 65Q: 3 clusters Score -8103599 nChanged 350
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Mstep: Class 2 contains 7643 members 
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	Iteration 66Q: 3 clusters Score -8103675 nChanged 315
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Mstep: Class 2 contains 7328 members 
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	Iteration 67Q: 3 clusters Score -8103724 nChanged 272
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	Iteration 68Q: 3 clusters Score -8103757 nChanged 244
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Mstep: Class 1 contains 152179 members 
Mstep: Class 2 contains 6812 members 
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	Iteration 69Q: 3 clusters Score -8103788 nChanged 215
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Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8103824 nChanged 217
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Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8103866 nChanged 219
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Mstep: Class 2 contains 6163 members 
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	Iteration 72Q: 3 clusters Score -8103894 nChanged 217
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	Iteration 73Q: 3 clusters Score -8103920 nChanged 201
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	Iteration 74Q: 3 clusters Score -8103948 nChanged 217
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Mstep: Class 2 contains 5528 members 
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	Iteration 75Q: 3 clusters Score -8103976 nChanged 198
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Mstep: Class 1 contains 153661 members 
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	Iteration 76Q: 3 clusters Score -8103984 nChanged 215
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Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8104026 nChanged 181
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Mstep: Class 2 contains 4934 members 
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	Iteration 78Q: 3 clusters Score -8104077 nChanged 188
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Mstep: Class 1 contains 154243 members 
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	Iteration 79Q: 3 clusters Score -8104090 nChanged 161
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Mstep: Class 1 contains 154400 members 
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	Iteration 80F: 3 clusters Score -8104109 nChanged 143
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Mstep: Class 1 contains 154539 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8104132 nChanged 124
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Mstep: Class 1 contains 154657 members 
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	Iteration 82Q: 3 clusters Score -8104165 nChanged 102
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8104175 nChanged 78
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Mstep: Class 2 contains 4166 members 
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	Iteration 84Q: 3 clusters Score -8104168 nChanged 86
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Mstep: Class 1 contains 154909 members 
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	Iteration 85Q: 3 clusters Score -8104200 nChanged 80
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Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8104222 nChanged 79
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	Iteration 87Q: 3 clusters Score -8104254 nChanged 64
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Mstep: Class 1 contains 155120 members 
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	Iteration 88Q: 3 clusters Score -8104274 nChanged 64
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	Iteration 89Q: 3 clusters Score -8104274 nChanged 72
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	Iteration 90Q: 3 clusters Score -8104286 nChanged 66
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	Iteration 91Q: 3 clusters Score -8104286 nChanged 55
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	Iteration 92Q: 3 clusters Score -8104282 nChanged 62
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	Iteration 93Q: 3 clusters Score -8104285 nChanged 59
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	Iteration 94Q: 3 clusters Score -8104302 nChanged 63
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	Iteration 95Q: 3 clusters Score -8104312 nChanged 51
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8104324 nChanged 27
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	Iteration 97Q: 3 clusters Score -8104330 nChanged 38
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	Iteration 98Q: 3 clusters Score -8104322 nChanged 39
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8104328 nChanged 39
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	Iteration 100F: 3 clusters Score -8104326 nChanged 33
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	Iteration 101Q: 3 clusters Score -8104322 nChanged 39
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8104324 nChanged 41
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8104334 nChanged 44
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	Iteration 104Q: 3 clusters Score -8104326 nChanged 51
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	Iteration 105Q: 3 clusters Score -8104318 nChanged 46
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	Iteration 106Q: 3 clusters Score -8104334 nChanged 43
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	Iteration 107Q: 3 clusters Score -8104330 nChanged 39
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	Iteration 108Q: 3 clusters Score -8104328 nChanged 34
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	Iteration 109Q: 3 clusters Score -8104332 nChanged 38
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	Iteration 110Q: 3 clusters Score -8104340 nChanged 36
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	Iteration 111Q: 3 clusters Score -8104354 nChanged 38
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	Iteration 112Q: 3 clusters Score -8104366 nChanged 36
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	Iteration 113Q: 3 clusters Score -8104381 nChanged 40
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	Iteration 114Q: 3 clusters Score -8104364 nChanged 25
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	Iteration 115Q: 3 clusters Score -8104382 nChanged 23
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	Iteration 116Q: 3 clusters Score -8104376 nChanged 24
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	Iteration 117Q: 3 clusters Score -8104374 nChanged 25
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	Iteration 118Q: 3 clusters Score -8104370 nChanged 19
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	Iteration 119Q: 3 clusters Score -8104378 nChanged 14
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	Iteration 120F: 3 clusters Score -8104379 nChanged 11
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	Iteration 121Q: 3 clusters Score -8104378 nChanged 11
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	Iteration 122Q: 3 clusters Score -8104384 nChanged 7
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	Iteration 123Q: 3 clusters Score -8104380 nChanged 12
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	Iteration 124Q: 3 clusters Score -8104377 nChanged 14
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	Iteration 125Q: 3 clusters Score -8104377 nChanged 10
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	Iteration 126Q: 3 clusters Score -8104378 nChanged 10
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	Iteration 127Q: 3 clusters Score -8104384 nChanged 6
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	Iteration 128Q: 3 clusters Score -8104376 nChanged 6
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	Iteration 129Q: 3 clusters Score -8104374 nChanged 5
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	Iteration 130Q: 3 clusters Score -8104373 nChanged 11
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	Iteration 131Q: 3 clusters Score -8104373 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8104376.500000 Penalty: 3892.395752
	Iteration 132Q: 3 clusters Score -8104376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8104371.500000 Penalty: 3892.395752
	Iteration 133Q: 3 clusters Score -8104372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156209 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8104375.500000 Penalty: 3892.395752
	Iteration 134Q: 3 clusters Score -8104376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -8104371.000000 Penalty: 3892.395752
	Iteration 135Q: 3 clusters Score -8104371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -8104365.500000 Penalty: 3892.395752
	Iteration 136Q: 3 clusters Score -8104366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156216 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8104375.500000 Penalty: 3892.395752
	Iteration 137Q: 3 clusters Score -8104376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156217 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8104367.000000 Penalty: 3892.395752
	Iteration 138Q: 3 clusters Score -8104367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8104374.000000 Penalty: 3892.395752
	Iteration 139Q: 3 clusters Score -8104374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8104372.500000 Penalty: 3892.395752
	Iteration 140F: 3 clusters Score -8104372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156223 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8104369.500000 Penalty: 3892.395752
	Iteration 141Q: 3 clusters Score -8104370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156225 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8104374.000000 Penalty: 3892.395752
	Iteration 142Q: 3 clusters Score -8104374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156226 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8104374.000000 Penalty: 3892.395752
	Iteration 143Q: 3 clusters Score -8104374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156230 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8104379.500000 Penalty: 3892.395752
	Iteration 144Q: 3 clusters Score -8104380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156234 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -8104376.500000 Penalty: 3892.395752
	Iteration 145Q: 3 clusters Score -8104376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156238 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -8104385.500000 Penalty: 3892.395752
	Iteration 146Q: 3 clusters Score -8104386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156247 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8104386.500000 Penalty: 3892.395752
	Iteration 147Q: 3 clusters Score -8104386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156253 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8104391.000000 Penalty: 3892.395752
	Iteration 148Q: 3 clusters Score -8104391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156257 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -8104390.500000 Penalty: 3892.395752
	Iteration 149Q: 3 clusters Score -8104390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -8104388.500000 Penalty: 3892.395752
	Iteration 150Q: 3 clusters Score -8104388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156264 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8104391.500000 Penalty: 3892.395752
	Iteration 151Q: 3 clusters Score -8104392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8104391.500000 Penalty: 3892.395752
	Iteration 152Q: 3 clusters Score -8104392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8104391.000000 Penalty: 3892.395752
	Iteration 153Q: 3 clusters Score -8104391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8104391.000000 Penalty: 3892.395752
	Iteration 154F: 3 clusters Score -8104391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Entering Unmasked Estep 
Score: -1302828.375000 Penalty: 1643.536865
	Iteration 0F: 2 clusters Score -1302828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1286193.750000 Penalty: 3287.073730
	Iteration 0F: 3 clusters Score -1286194 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1292298.625000 Penalty: 3287.073730
	Iteration 1F: 3 clusters Score -1292299 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1292608.375000 Penalty: 3287.073730
	Iteration 2Q: 3 clusters Score -1292608 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1292870.125000 Penalty: 3287.073730
	Iteration 3Q: 3 clusters Score -1292870 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1293145.125000 Penalty: 3287.073730
	Iteration 4Q: 3 clusters Score -1293145 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1293538.125000 Penalty: 3287.073730
	Iteration 5Q: 3 clusters Score -1293538 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1294116.875000 Penalty: 3287.073730
	Iteration 6Q: 3 clusters Score -1294117 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1295016.875000 Penalty: 3287.073730
	Iteration 7F: 3 clusters Score -1295017 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1296387.375000 Penalty: 3287.073730
	Iteration 8F: 3 clusters Score -1296387 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1298037.125000 Penalty: 3287.073730
	Iteration 9F: 3 clusters Score -1298037 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1299575.500000 Penalty: 3287.073730
	Iteration 10F: 3 clusters Score -1299576 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1300607.125000 Penalty: 3287.073730
	Iteration 11Q: 3 clusters Score -1300607 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1301070.625000 Penalty: 3287.073730
	Iteration 12Q: 3 clusters Score -1301071 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1301255.625000 Penalty: 3287.073730
	Iteration 13Q: 3 clusters Score -1301256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1301325.875000 Penalty: 3287.073730
	Iteration 14Q: 3 clusters Score -1301326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1301354.375000 Penalty: 3287.073730
	Iteration 15Q: 3 clusters Score -1301354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1301366.500000 Penalty: 3287.073730
	Iteration 16Q: 3 clusters Score -1301366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1301368.250000 Penalty: 3287.073730
	Iteration 17Q: 3 clusters Score -1301368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1301368.250000 Penalty: 3287.073730
	Iteration 18F: 3 clusters Score -1301368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -75199.187500 Penalty: 1175.201660
	Iteration 0F: 2 clusters Score -75199.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -73496.671875 Penalty: 2350.403320
	Iteration 0F: 3 clusters Score -73496.67 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -73780.351562 Penalty: 2350.403320
	Iteration 1F: 3 clusters Score -73780.35 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -73857.484375 Penalty: 2350.403320
	Iteration 2F: 3 clusters Score -73857.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -73890.710938 Penalty: 2350.403320
	Iteration 3Q: 3 clusters Score -73890.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -73910.062500 Penalty: 2350.403320
	Iteration 4Q: 3 clusters Score -73910.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -73926.093750 Penalty: 2350.403320
	Iteration 5Q: 3 clusters Score -73926.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -73937.703125 Penalty: 2350.403320
	Iteration 6Q: 3 clusters Score -73937.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -73948.601562 Penalty: 2350.403320
	Iteration 7Q: 3 clusters Score -73948.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -73961.031250 Penalty: 2350.403320
	Iteration 8Q: 3 clusters Score -73961.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -73971.882812 Penalty: 2350.403320
	Iteration 9Q: 3 clusters Score -73971.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -73985.382812 Penalty: 2350.403320
	Iteration 10Q: 3 clusters Score -73985.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -73989.000000 Penalty: 2350.403320
	Iteration 11Q: 3 clusters Score -73989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -73991.546875 Penalty: 2350.403320
	Iteration 12Q: 3 clusters Score -73991.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -73992.835938 Penalty: 2350.403320
	Iteration 13Q: 3 clusters Score -73992.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -73994.015625 Penalty: 2350.403320
	Iteration 14Q: 3 clusters Score -73994.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -73994.539062 Penalty: 2350.403320
	Iteration 15Q: 3 clusters Score -73994.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -73995.085938 Penalty: 2350.403320
	Iteration 16Q: 3 clusters Score -73995.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -73996.351562 Penalty: 2350.403320
	Iteration 17Q: 3 clusters Score -73996.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -73999.070312 Penalty: 2350.403320
	Iteration 18Q: 3 clusters Score -73999.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -73999.515625 Penalty: 2350.403320
	Iteration 19Q: 3 clusters Score -73999.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -73999.515625 Penalty: 2350.403320
	Iteration 20F: 3 clusters Score -73999.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Entering Unmasked Estep 
Score: -228137.562500 Penalty: 1362.084717
	Iteration 0F: 2 clusters Score -228137.6 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 2148 members 
Entering Unmasked Estep 
Score: -224600.406250 Penalty: 2724.169434
	Iteration 0F: 3 clusters Score -224600.4 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -225481.921875 Penalty: 2724.169434
	Iteration 1F: 3 clusters Score -225481.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -225622.484375 Penalty: 2724.169434
	Iteration 2F: 3 clusters Score -225622.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -225710.234375 Penalty: 2724.169434
	Iteration 3Q: 3 clusters Score -225710.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -225785.953125 Penalty: 2724.169434
	Iteration 4Q: 3 clusters Score -225786 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -225852.156250 Penalty: 2724.169434
	Iteration 5Q: 3 clusters Score -225852.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -225916.656250 Penalty: 2724.169434
	Iteration 6Q: 3 clusters Score -225916.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -225979.859375 Penalty: 2724.169434
	Iteration 7Q: 3 clusters Score -225979.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -226052.031250 Penalty: 2724.169434
	Iteration 8Q: 3 clusters Score -226052 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -226127.328125 Penalty: 2724.169434
	Iteration 9Q: 3 clusters Score -226127.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -226196.875000 Penalty: 2724.169434
	Iteration 10Q: 3 clusters Score -226196.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -226258.265625 Penalty: 2724.169434
	Iteration 11Q: 3 clusters Score -226258.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -226308.796875 Penalty: 2724.169434
	Iteration 12Q: 3 clusters Score -226308.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -226365.796875 Penalty: 2724.169434
	Iteration 13Q: 3 clusters Score -226365.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -226428.906250 Penalty: 2724.169434
	Iteration 14Q: 3 clusters Score -226428.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -226496.093750 Penalty: 2724.169434
	Iteration 15Q: 3 clusters Score -226496.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -226550.312500 Penalty: 2724.169434
	Iteration 16Q: 3 clusters Score -226550.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -226603.062500 Penalty: 2724.169434
	Iteration 17Q: 3 clusters Score -226603.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -226649.250000 Penalty: 2724.169434
	Iteration 18Q: 3 clusters Score -226649.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -226700.156250 Penalty: 2724.169434
	Iteration 19Q: 3 clusters Score -226700.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -226733.453125 Penalty: 2724.169434
	Iteration 20F: 3 clusters Score -226733.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -226761.578125 Penalty: 2724.169434
	Iteration 21Q: 3 clusters Score -226761.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -226784.640625 Penalty: 2724.169434
	Iteration 22Q: 3 clusters Score -226784.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -226797.671875 Penalty: 2724.169434
	Iteration 23Q: 3 clusters Score -226797.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -226805.406250 Penalty: 2724.169434
	Iteration 24Q: 3 clusters Score -226805.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -226812.375000 Penalty: 2724.169434
	Iteration 25Q: 3 clusters Score -226812.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -226818.000000 Penalty: 2724.169434
	Iteration 26Q: 3 clusters Score -226818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -226823.453125 Penalty: 2724.169434
	Iteration 27Q: 3 clusters Score -226823.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -226828.359375 Penalty: 2724.169434
	Iteration 28Q: 3 clusters Score -226828.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -226834.765625 Penalty: 2724.169434
	Iteration 29Q: 3 clusters Score -226834.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -226839.000000 Penalty: 2724.169434
	Iteration 30Q: 3 clusters Score -226839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -226843.171875 Penalty: 2724.169434
	Iteration 31Q: 3 clusters Score -226843.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -226847.281250 Penalty: 2724.169434
	Iteration 32Q: 3 clusters Score -226847.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -226851.703125 Penalty: 2724.169434
	Iteration 33Q: 3 clusters Score -226851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -226854.265625 Penalty: 2724.169434
	Iteration 34Q: 3 clusters Score -226854.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -226860.078125 Penalty: 2724.169434
	Iteration 35Q: 3 clusters Score -226860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -226864.828125 Penalty: 2724.169434
	Iteration 36Q: 3 clusters Score -226864.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -226870.484375 Penalty: 2724.169434
	Iteration 37Q: 3 clusters Score -226870.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -226874.312500 Penalty: 2724.169434
	Iteration 38Q: 3 clusters Score -226874.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -226877.453125 Penalty: 2724.169434
	Iteration 39Q: 3 clusters Score -226877.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -226881.625000 Penalty: 2724.169434
	Iteration 40F: 3 clusters Score -226881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -226883.250000 Penalty: 2724.169434
	Iteration 41Q: 3 clusters Score -226883.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -226886.109375 Penalty: 2724.169434
	Iteration 42Q: 3 clusters Score -226886.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -226888.703125 Penalty: 2724.169434
	Iteration 43Q: 3 clusters Score -226888.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -226891.031250 Penalty: 2724.169434
	Iteration 44Q: 3 clusters Score -226891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -226896.765625 Penalty: 2724.169434
	Iteration 45Q: 3 clusters Score -226896.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -226903.593750 Penalty: 2724.169434
	Iteration 46Q: 3 clusters Score -226903.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -226906.437500 Penalty: 2724.169434
	Iteration 47Q: 3 clusters Score -226906.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -226910.312500 Penalty: 2724.169434
	Iteration 48Q: 3 clusters Score -226910.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -226912.718750 Penalty: 2724.169434
	Iteration 49Q: 3 clusters Score -226912.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -226915.234375 Penalty: 2724.169434
	Iteration 50Q: 3 clusters Score -226915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -226916.390625 Penalty: 2724.169434
	Iteration 51Q: 3 clusters Score -226916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -226916.937500 Penalty: 2724.169434
	Iteration 52Q: 3 clusters Score -226916.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -226917.734375 Penalty: 2724.169434
	Iteration 53Q: 3 clusters Score -226917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -226917.734375 Penalty: 2724.169434
	Iteration 54F: 3 clusters Score -226917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 4 contains 6211 members 
Mstep: Class 6 contains 55089 members 
Mstep: Class 10 contains 4317 members 
Mstep: Class 11 contains 47178 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 12161 members 
Mstep: Class 14 contains 28296 members 
Mstep: Class 15 contains 158991 members 
Mstep: Class 16 contains 24688 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 4368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843038.000000 Penalty: 29439.427734
Iteration 79Q: 15 clusters Score -2.084304e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 9265 members 
Mstep: Class 4 contains 6181 members 
Mstep: Class 6 contains 54902 members 
Mstep: Class 10 contains 3935 members 
Mstep: Class 11 contains 47002 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 12012 members 
Mstep: Class 14 contains 28161 members 
Mstep: Class 15 contains 160707 members 
Mstep: Class 16 contains 24531 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 4379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843642.000000 Penalty: 29439.427734
Iteration 80F: 15 clusters Score -2.084364e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 9764 members 
Mstep: Class 4 contains 6154 members 
Mstep: Class 6 contains 54694 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 46804 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 11865 members 
Mstep: Class 14 contains 28006 members 
Mstep: Class 15 contains 161868 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 4402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844082.000000 Penalty: 29439.427734
Iteration 81Q: 15 clusters Score -2.084408e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 6583 members 
Mstep: Class 3 contains 10053 members 
Mstep: Class 4 contains 6128 members 
Mstep: Class 6 contains 54442 members 
Mstep: Class 10 contains 3175 members 
Mstep: Class 11 contains 46581 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 11724 members 
Mstep: Class 14 contains 27846 members 
Mstep: Class 15 contains 163271 members 
Mstep: Class 16 contains 24204 members 
Mstep: Class 17 contains 1332 members 
Mstep: Class 18 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844438.000000 Penalty: 29439.427734
Iteration 82Q: 15 clusters Score -2.084444e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 10237 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 6 contains 54210 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 46331 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 11586 members 
Mstep: Class 14 contains 27669 members 
Mstep: Class 15 contains 164790 members 
Mstep: Class 16 contains 24012 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844726.000000 Penalty: 29439.427734
Iteration 83Q: 15 clusters Score -2.084473e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 10365 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 6 contains 53993 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 46067 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 11483 members 
Mstep: Class 14 contains 27518 members 
Mstep: Class 15 contains 166239 members 
Mstep: Class 16 contains 23834 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20845070.000000 Penalty: 29439.427734
Iteration 84Q: 15 clusters Score -2.084507e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 6145 members 
Mstep: Class 3 contains 10441 members 
Mstep: Class 4 contains 6052 members 
Mstep: Class 6 contains 53758 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 45816 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 11391 members 
Mstep: Class 14 contains 27368 members 
Mstep: Class 15 contains 167690 members 
Mstep: Class 16 contains 23660 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20845312.000000 Penalty: 29439.427734
Iteration 85Q: 15 clusters Score -2.084531e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 6002 members 
Mstep: Class 3 contains 10505 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 6 contains 53499 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 45572 members 
Mstep: Class 12 contains 1330 members 
Mstep: Class 13 contains 11308 members 
Mstep: Class 14 contains 27220 members 
Mstep: Class 15 contains 169056 members 
Mstep: Class 16 contains 23504 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 4471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20845482.000000 Penalty: 29439.427734
Iteration 86Q: 15 clusters Score -2.084548e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 3 contains 10565 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 6 contains 53236 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 45343 members 
Mstep: Class 12 contains 1346 members 
Mstep: Class 13 contains 11205 members 
Mstep: Class 14 contains 27092 members 
Mstep: Class 15 contains 170355 members 
Mstep: Class 16 contains 23344 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20845766.000000 Penalty: 29439.427734
Iteration 87Q: 15 clusters Score -2.084577e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 10608 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 6 contains 53008 members 
Mstep: Class 10 contains 1661 members 
Mstep: Class 11 contains 45106 members 
Mstep: Class 12 contains 1360 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 26977 members 
Mstep: Class 15 contains 171609 members 
Mstep: Class 16 contains 23175 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20845822.000000 Penalty: 29439.427734
Iteration 88Q: 15 clusters Score -2.084582e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 5625 members 
Mstep: Class 3 contains 10651 members 
Mstep: Class 4 contains 6001 members 
Mstep: Class 6 contains 52817 members 
Mstep: Class 10 contains 1517 members 
Mstep: Class 11 contains 44896 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 10994 members 
Mstep: Class 14 contains 26872 members 
Mstep: Class 15 contains 172759 members 
Mstep: Class 16 contains 23005 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 18 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2081.036621 but Gain 2102.816406
Score: -20846060.000000 Penalty: 27336.611328
Iteration 89Q: 14 clusters Score -2.084606e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 10790 members 
Mstep: Class 4 contains 5997 members 
Mstep: Class 6 contains 52729 members 
Mstep: Class 11 contains 44757 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 13 contains 10893 members 
Mstep: Class 14 contains 26800 members 
Mstep: Class 15 contains 174906 members 
Mstep: Class 16 contains 22858 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847902.000000 Penalty: 27336.611328
Iteration 90Q: 14 clusters Score -2.08479e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 10789 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 6 contains 52492 members 
Mstep: Class 11 contains 44524 members 
Mstep: Class 12 contains 1384 members 
Mstep: Class 13 contains 10807 members 
Mstep: Class 14 contains 26646 members 
Mstep: Class 15 contains 176064 members 
Mstep: Class 16 contains 22702 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 4553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848104.000000 Penalty: 27336.611328
Iteration 91Q: 14 clusters Score -2.08481e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 5266 members 
Mstep: Class 3 contains 10791 members 
Mstep: Class 4 contains 5963 members 
Mstep: Class 6 contains 52283 members 
Mstep: Class 11 contains 44312 members 
Mstep: Class 12 contains 1392 members 
Mstep: Class 13 contains 10709 members 
Mstep: Class 14 contains 26525 members 
Mstep: Class 15 contains 177134 members 
Mstep: Class 16 contains 22547 members 
Mstep: Class 17 contains 1267 members 
Mstep: Class 18 contains 4581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848106.000000 Penalty: 27336.611328
Iteration 92Q: 14 clusters Score -2.084811e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 5949 members 
Mstep: Class 6 contains 52109 members 
Mstep: Class 11 contains 44110 members 
Mstep: Class 12 contains 1401 members 
Mstep: Class 13 contains 10627 members 
Mstep: Class 14 contains 26422 members 
Mstep: Class 15 contains 178068 members 
Mstep: Class 16 contains 22420 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 4605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2101.942139 but Gain 2102.816406
Score: -20848122.000000 Penalty: 25233.794922
Iteration 93Q: 13 clusters Score -2.084812e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 10816 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 6 contains 52123 members 
Mstep: Class 11 contains 43969 members 
Mstep: Class 12 contains 1409 members 
Mstep: Class 13 contains 10570 members 
Mstep: Class 14 contains 26410 members 
Mstep: Class 15 contains 179144 members 
Mstep: Class 16 contains 22955 members 
Mstep: Class 18 contains 4623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849648.000000 Penalty: 25233.794922
Iteration 94Q: 13 clusters Score -2.084965e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 5020 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 5922 members 
Mstep: Class 6 contains 51921 members 
Mstep: Class 11 contains 43792 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 26289 members 
Mstep: Class 15 contains 179878 members 
Mstep: Class 16 contains 23003 members 
Mstep: Class 18 contains 4639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849814.000000 Penalty: 25233.794922
Iteration 95Q: 13 clusters Score -2.084981e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 4946 members 
Mstep: Class 3 contains 10860 members 
Mstep: Class 4 contains 5908 members 
Mstep: Class 6 contains 51773 members 
Mstep: Class 11 contains 43654 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 10429 members 
Mstep: Class 14 contains 26191 members 
Mstep: Class 15 contains 180536 members 
Mstep: Class 16 contains 22947 members 
Mstep: Class 18 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849844.000000 Penalty: 25233.794922
Iteration 96Q: 13 clusters Score -2.084984e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 4874 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 6 contains 51652 members 
Mstep: Class 11 contains 43539 members 
Mstep: Class 12 contains 1417 members 
Mstep: Class 13 contains 10371 members 
Mstep: Class 14 contains 26100 members 
Mstep: Class 15 contains 181136 members 
Mstep: Class 16 contains 22886 members 
Mstep: Class 18 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849804.000000 Penalty: 25233.794922
Iteration 97Q: 13 clusters Score -2.08498e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 10894 members 
Mstep: Class 4 contains 5883 members 
Mstep: Class 6 contains 51546 members 
Mstep: Class 11 contains 43435 members 
Mstep: Class 12 contains 1423 members 
Mstep: Class 13 contains 10312 members 
Mstep: Class 14 contains 26032 members 
Mstep: Class 15 contains 181680 members 
Mstep: Class 16 contains 22824 members 
Mstep: Class 18 contains 4700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849846.000000 Penalty: 25233.794922
Iteration 98Q: 13 clusters Score -2.084985e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 4693 members 
Mstep: Class 3 contains 10902 members 
Mstep: Class 4 contains 5871 members 
Mstep: Class 6 contains 51468 members 
Mstep: Class 11 contains 43326 members 
Mstep: Class 12 contains 1429 members 
Mstep: Class 13 contains 10253 members 
Mstep: Class 14 contains 25988 members 
Mstep: Class 15 contains 182207 members 
Mstep: Class 16 contains 22727 members 
Mstep: Class 18 contains 4729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849814.000000 Penalty: 25233.794922
Iteration 99Q: 13 clusters Score -2.084981e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 6 contains 51390 members 
Mstep: Class 11 contains 43234 members 
Mstep: Class 12 contains 1431 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 25945 members 
Mstep: Class 15 contains 182671 members 
Mstep: Class 16 contains 22637 members 
Mstep: Class 18 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849812.000000 Penalty: 25233.794922
Iteration 100F: 13 clusters Score -2.084981e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 4570 members 
Mstep: Class 3 contains 10917 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 6 contains 51317 members 
Mstep: Class 11 contains 43142 members 
Mstep: Class 12 contains 1431 members 
Mstep: Class 13 contains 10158 members 
Mstep: Class 14 contains 25896 members 
Mstep: Class 15 contains 183113 members 
Mstep: Class 16 contains 22579 members 
Mstep: Class 18 contains 4792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849856.000000 Penalty: 25233.794922
Iteration 101Q: 13 clusters Score -2.084986e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 4507 members 
Mstep: Class 3 contains 10928 members 
Mstep: Class 4 contains 5790 members 
Mstep: Class 6 contains 51251 members 
Mstep: Class 11 contains 43050 members 
Mstep: Class 12 contains 1431 members 
Mstep: Class 13 contains 10117 members 
Mstep: Class 14 contains 25855 members 
Mstep: Class 15 contains 183537 members 
Mstep: Class 16 contains 22512 members 
Mstep: Class 18 contains 4822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849926.000000 Penalty: 25233.794922
Iteration 102Q: 13 clusters Score -2.084993e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 10938 members 
Mstep: Class 4 contains 5782 members 
Mstep: Class 6 contains 51172 members 
Mstep: Class 11 contains 42960 members 
Mstep: Class 12 contains 1431 members 
Mstep: Class 13 contains 10084 members 
Mstep: Class 14 contains 25811 members 
Mstep: Class 15 contains 183928 members 
Mstep: Class 16 contains 22452 members 
Mstep: Class 18 contains 4852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849884.000000 Penalty: 25233.794922
Iteration 103Q: 13 clusters Score -2.084988e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 5773 members 
Mstep: Class 6 contains 51115 members 
Mstep: Class 11 contains 42890 members 
Mstep: Class 12 contains 1431 members 
Mstep: Class 13 contains 10062 members 
Mstep: Class 14 contains 25768 members 
Mstep: Class 15 contains 184261 members 
Mstep: Class 16 contains 22397 members 
Mstep: Class 18 contains 4881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849886.000000 Penalty: 25233.794922
Iteration 104Q: 13 clusters Score -2.084989e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 5739 members 
Mstep: Class 6 contains 51072 members 
Mstep: Class 11 contains 42814 members 
Mstep: Class 12 contains 1431 members 
Mstep: Class 13 contains 10035 members 
Mstep: Class 14 contains 25726 members 
Mstep: Class 15 contains 184573 members 
Mstep: Class 16 contains 22347 members 
Mstep: Class 18 contains 4914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849920.000000 Penalty: 25233.794922
Iteration 105Q: 13 clusters Score -2.084992e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 4292 members 
Mstep: Class 3 contains 10956 members 
Mstep: Class 4 contains 5694 members 
Mstep: Class 6 contains 51036 members 
Mstep: Class 11 contains 42747 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 10007 members 
Mstep: Class 14 contains 25690 members 
Mstep: Class 15 contains 184876 members 
Mstep: Class 16 contains 22293 members 
Mstep: Class 18 contains 4939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849926.000000 Penalty: 25233.794922
Iteration 106Q: 13 clusters Score -2.084993e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 10965 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 6 contains 50994 members 
Mstep: Class 11 contains 42695 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 9981 members 
Mstep: Class 14 contains 25662 members 
Mstep: Class 15 contains 185141 members 
Mstep: Class 16 contains 22231 members 
Mstep: Class 18 contains 4967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849970.000000 Penalty: 25233.794922
Iteration 107Q: 13 clusters Score -2.084997e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 4210 members 
Mstep: Class 3 contains 10973 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 6 contains 50960 members 
Mstep: Class 11 contains 42631 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 9967 members 
Mstep: Class 14 contains 25630 members 
Mstep: Class 15 contains 185390 members 
Mstep: Class 16 contains 22186 members 
Mstep: Class 18 contains 4985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849998.000000 Penalty: 25233.794922
Iteration 108Q: 13 clusters Score -2.085e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 6 contains 50923 members 
Mstep: Class 11 contains 42558 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 25605 members 
Mstep: Class 15 contains 185644 members 
Mstep: Class 16 contains 22135 members 
Mstep: Class 18 contains 5017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850014.000000 Penalty: 25233.794922
Iteration 109Q: 13 clusters Score -2.085001e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 10982 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 6 contains 50889 members 
Mstep: Class 11 contains 42507 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 9923 members 
Mstep: Class 14 contains 25585 members 
Mstep: Class 15 contains 185853 members 
Mstep: Class 16 contains 22095 members 
Mstep: Class 18 contains 5048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850072.000000 Penalty: 25233.794922
Iteration 110Q: 13 clusters Score -2.085007e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 10985 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 6 contains 50850 members 
Mstep: Class 11 contains 42464 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 9902 members 
Mstep: Class 14 contains 25553 members 
Mstep: Class 15 contains 186064 members 
Mstep: Class 16 contains 22044 members 
Mstep: Class 18 contains 5080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850110.000000 Penalty: 25233.794922
Iteration 111Q: 13 clusters Score -2.085011e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 4044 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5607 members 
Mstep: Class 6 contains 50807 members 
Mstep: Class 11 contains 42404 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 9879 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 186304 members 
Mstep: Class 16 contains 22002 members 
Mstep: Class 18 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850132.000000 Penalty: 25233.794922
Iteration 112Q: 13 clusters Score -2.085013e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 4004 members 
Mstep: Class 3 contains 10996 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 6 contains 50767 members 
Mstep: Class 11 contains 42348 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 9857 members 
Mstep: Class 14 contains 25489 members 
Mstep: Class 15 contains 186521 members 
Mstep: Class 16 contains 21966 members 
Mstep: Class 18 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850192.000000 Penalty: 25233.794922
Iteration 113Q: 13 clusters Score -2.085019e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 3968 members 
Mstep: Class 3 contains 10995 members 
Mstep: Class 4 contains 5587 members 
Mstep: Class 6 contains 50729 members 
Mstep: Class 11 contains 42291 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 9835 members 
Mstep: Class 14 contains 25459 members 
Mstep: Class 15 contains 186730 members 
Mstep: Class 16 contains 21940 members 
Mstep: Class 18 contains 5170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850172.000000 Penalty: 25233.794922
Iteration 114Q: 13 clusters Score -2.085017e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 3930 members 
Mstep: Class 3 contains 10996 members 
Mstep: Class 4 contains 5582 members 
Mstep: Class 6 contains 50692 members 
Mstep: Class 11 contains 42240 members 
Mstep: Class 12 contains 1434 members 
Mstep: Class 13 contains 9817 members 
Mstep: Class 14 contains 25440 members 
Mstep: Class 15 contains 186902 members 
Mstep: Class 16 contains 21920 members 
Mstep: Class 18 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850232.000000 Penalty: 25233.794922
Iteration 115Q: 13 clusters Score -2.085023e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 5568 members 
Mstep: Class 6 contains 50672 members 
Mstep: Class 11 contains 42189 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 9802 members 
Mstep: Class 14 contains 25422 members 
Mstep: Class 15 contains 187057 members 
Mstep: Class 16 contains 21902 members 
Mstep: Class 18 contains 5243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850320.000000 Penalty: 25233.794922
Iteration 116Q: 13 clusters Score -2.085032e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 5554 members 
Mstep: Class 6 contains 50654 members 
Mstep: Class 11 contains 42143 members 
Mstep: Class 12 contains 1438 members 
Mstep: Class 13 contains 9792 members 
Mstep: Class 14 contains 25404 members 
Mstep: Class 15 contains 187196 members 
Mstep: Class 16 contains 21886 members 
Mstep: Class 18 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850304.000000 Penalty: 25233.794922
Iteration 117Q: 13 clusters Score -2.08503e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 5545 members 
Mstep: Class 6 contains 50638 members 
Mstep: Class 11 contains 42098 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 25384 members 
Mstep: Class 15 contains 187313 members 
Mstep: Class 16 contains 21865 members 
Mstep: Class 18 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850368.000000 Penalty: 25233.794922
Iteration 118Q: 13 clusters Score -2.085037e+07 nChanged 252
Entering ConstructFrom: 
Score: -20850368.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (52565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Entering Unmasked Estep 
Score: -2767031.500000 Penalty: 1766.343384
	Iteration 0F: 2 clusters Score -2767032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -2731898.750000 Penalty: 3532.686768
	Iteration 0F: 3 clusters Score -2731899 nChanged 24673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -2745845.250000 Penalty: 3532.686768
	Iteration 1F: 3 clusters Score -2745845 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -2746273.000000 Penalty: 3532.686768
	Iteration 2Q: 3 clusters Score -2746273 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -2746863.500000 Penalty: 3532.686768
	Iteration 3Q: 3 clusters Score -2746864 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -2747761.250000 Penalty: 3532.686768
	Iteration 4Q: 3 clusters Score -2747761 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -2749299.500000 Penalty: 3532.686768
	Iteration 5F: 3 clusters Score -2749300 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -2751971.000000 Penalty: 3532.686768
	Iteration 6F: 3 clusters Score -2751971 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -2756051.000000 Penalty: 3532.686768
	Iteration 7F: 3 clusters Score -2756051 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -2760526.000000 Penalty: 3532.686768
	Iteration 8F: 3 clusters Score -2760526 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -2763473.750000 Penalty: 3532.686768
	Iteration 9F: 3 clusters Score -2763474 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -2764799.750000 Penalty: 3532.686768
	Iteration 10Q: 3 clusters Score -2764800 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -2765335.750000 Penalty: 3532.686768
	Iteration 11Q: 3 clusters Score -2765336 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -2765603.250000 Penalty: 3532.686768
	Iteration 12Q: 3 clusters Score -2765603 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -2765694.500000 Penalty: 3532.686768
	Iteration 13Q: 3 clusters Score -2765694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -2765731.250000 Penalty: 3532.686768
	Iteration 14Q: 3 clusters Score -2765731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -2765763.000000 Penalty: 3532.686768
	Iteration 15Q: 3 clusters Score -2765763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -2765776.250000 Penalty: 3532.686768
	Iteration 16Q: 3 clusters Score -2765776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -2765787.750000 Penalty: 3532.686768
	Iteration 17Q: 3 clusters Score -2765788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -2765787.250000 Penalty: 3532.686768
	Iteration 18Q: 3 clusters Score -2765787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -2765787.500000 Penalty: 3532.686768
	Iteration 19Q: 3 clusters Score -2765788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -2765789.000000 Penalty: 3532.686768
	Iteration 20F: 3 clusters Score -2765789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -2765796.000000 Penalty: 3532.686768
	Iteration 21Q: 3 clusters Score -2765796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -2765793.250000 Penalty: 3532.686768
	Iteration 22Q: 3 clusters Score -2765793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -2765793.500000 Penalty: 3532.686768
	Iteration 23Q: 3 clusters Score -2765794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -2765795.250000 Penalty: 3532.686768
	Iteration 24Q: 3 clusters Score -2765795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -2765795.250000 Penalty: 3532.686768
	Iteration 25F: 3 clusters Score -2765795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Entering Unmasked Estep 
Score: -210411.203125 Penalty: 1339.533325
	Iteration 0F: 2 clusters Score -210411.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -207143.203125 Penalty: 2679.066650
	Iteration 0F: 3 clusters Score -207143.2 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -207914.531250 Penalty: 2679.066650
	Iteration 1F: 3 clusters Score -207914.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -208081.109375 Penalty: 2679.066650
	Iteration 2F: 3 clusters Score -208081.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -208209.859375 Penalty: 2679.066650
	Iteration 3F: 3 clusters Score -208209.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -208290.093750 Penalty: 2679.066650
	Iteration 4Q: 3 clusters Score -208290.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -208346.265625 Penalty: 2679.066650
	Iteration 5Q: 3 clusters Score -208346.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -208375.921875 Penalty: 2679.066650
	Iteration 6Q: 3 clusters Score -208375.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -208404.421875 Penalty: 2679.066650
	Iteration 7Q: 3 clusters Score -208404.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -208434.875000 Penalty: 2679.066650
	Iteration 8Q: 3 clusters Score -208434.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -208457.968750 Penalty: 2679.066650
	Iteration 9Q: 3 clusters Score -208458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -208496.109375 Penalty: 2679.066650
	Iteration 10Q: 3 clusters Score -208496.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -208534.250000 Penalty: 2679.066650
	Iteration 11Q: 3 clusters Score -208534.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -208578.953125 Penalty: 2679.066650
	Iteration 12Q: 3 clusters Score -208579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -208620.812500 Penalty: 2679.066650
	Iteration 13Q: 3 clusters Score -208620.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -208666.734375 Penalty: 2679.066650
	Iteration 14Q: 3 clusters Score -208666.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -208728.390625 Penalty: 2679.066650
	Iteration 15Q: 3 clusters Score -208728.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -208797.812500 Penalty: 2679.066650
	Iteration 16Q: 3 clusters Score -208797.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -208846.359375 Penalty: 2679.066650
	Iteration 17Q: 3 clusters Score -208846.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -208890.796875 Penalty: 2679.066650
	Iteration 18Q: 3 clusters Score -208890.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -208926.593750 Penalty: 2679.066650
	Iteration 19Q: 3 clusters Score -208926.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -208970.578125 Penalty: 2679.066650
	Iteration 20F: 3 clusters Score -208970.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -209006.500000 Penalty: 2679.066650
	Iteration 21Q: 3 clusters Score -209006.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -209030.828125 Penalty: 2679.066650
	Iteration 22Q: 3 clusters Score -209030.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -209054.218750 Penalty: 2679.066650
	Iteration 23Q: 3 clusters Score -209054.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -209075.984375 Penalty: 2679.066650
	Iteration 24Q: 3 clusters Score -209076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -209092.968750 Penalty: 2679.066650
	Iteration 25Q: 3 clusters Score -209093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -209110.390625 Penalty: 2679.066650
	Iteration 26Q: 3 clusters Score -209110.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -209136.687500 Penalty: 2679.066650
	Iteration 27Q: 3 clusters Score -209136.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -209161.484375 Penalty: 2679.066650
	Iteration 28Q: 3 clusters Score -209161.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -209179.046875 Penalty: 2679.066650
	Iteration 29Q: 3 clusters Score -209179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -209188.906250 Penalty: 2679.066650
	Iteration 30Q: 3 clusters Score -209188.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -209191.750000 Penalty: 2679.066650
	Iteration 31Q: 3 clusters Score -209191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -209195.234375 Penalty: 2679.066650
	Iteration 32Q: 3 clusters Score -209195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -209200.375000 Penalty: 2679.066650
	Iteration 33Q: 3 clusters Score -209200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -209201.640625 Penalty: 2679.066650
	Iteration 34Q: 3 clusters Score -209201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -209201.640625 Penalty: 2679.066650
	Iteration 35F: 3 clusters Score -209201.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Entering Unmasked Estep 
Score: -546091.687500 Penalty: 1512.227295
	Iteration 0F: 2 clusters Score -546091.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -538203.562500 Penalty: 3024.454590
	Iteration 0F: 3 clusters Score -538203.6 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -540805.750000 Penalty: 3024.454590
	Iteration 1F: 3 clusters Score -540805.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -541069.812500 Penalty: 3024.454590
	Iteration 2F: 3 clusters Score -541069.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -541281.687500 Penalty: 3024.454590
	Iteration 3F: 3 clusters Score -541281.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -541454.125000 Penalty: 3024.454590
	Iteration 4Q: 3 clusters Score -541454.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -541626.125000 Penalty: 3024.454590
	Iteration 5Q: 3 clusters Score -541626.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -541827.437500 Penalty: 3024.454590
	Iteration 6Q: 3 clusters Score -541827.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -542031.062500 Penalty: 3024.454590
	Iteration 7Q: 3 clusters Score -542031.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -542238.062500 Penalty: 3024.454590
	Iteration 8Q: 3 clusters Score -542238.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -542474.437500 Penalty: 3024.454590
	Iteration 9Q: 3 clusters Score -542474.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -542699.125000 Penalty: 3024.454590
	Iteration 10Q: 3 clusters Score -542699.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -542909.125000 Penalty: 3024.454590
	Iteration 11Q: 3 clusters Score -542909.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -543131.437500 Penalty: 3024.454590
	Iteration 12Q: 3 clusters Score -543131.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -543385.750000 Penalty: 3024.454590
	Iteration 13Q: 3 clusters Score -543385.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -543644.375000 Penalty: 3024.454590
	Iteration 14Q: 3 clusters Score -543644.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -543896.375000 Penalty: 3024.454590
	Iteration 15Q: 3 clusters Score -543896.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -544090.125000 Penalty: 3024.454590
	Iteration 16Q: 3 clusters Score -544090.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -544263.062500 Penalty: 3024.454590
	Iteration 17Q: 3 clusters Score -544263.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -544384.125000 Penalty: 3024.454590
	Iteration 18Q: 3 clusters Score -544384.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -544449.062500 Penalty: 3024.454590
	Iteration 19Q: 3 clusters Score -544449.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -544497.937500 Penalty: 3024.454590
	Iteration 20F: 3 clusters Score -544497.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -544541.375000 Penalty: 3024.454590
	Iteration 21Q: 3 clusters Score -544541.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -544591.937500 Penalty: 3024.454590
	Iteration 22Q: 3 clusters Score -544591.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -544648.750000 Penalty: 3024.454590
	Iteration 23Q: 3 clusters Score -544648.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -544680.375000 Penalty: 3024.454590
	Iteration 24Q: 3 clusters Score -544680.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -544722.750000 Penalty: 3024.454590
	Iteration 25Q: 3 clusters Score -544722.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -544753.687500 Penalty: 3024.454590
	Iteration 26Q: 3 clusters Score -544753.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -544778.875000 Penalty: 3024.454590
	Iteration 27Q: 3 clusters Score -544778.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -544790.500000 Penalty: 3024.454590
	Iteration 28Q: 3 clusters Score -544790.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -544801.187500 Penalty: 3024.454590
	Iteration 29Q: 3 clusters Score -544801.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -544810.250000 Penalty: 3024.454590
	Iteration 30Q: 3 clusters Score -544810.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -544816.000000 Penalty: 3024.454590
	Iteration 31Q: 3 clusters Score -544816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -544823.750000 Penalty: 3024.454590
	Iteration 32Q: 3 clusters Score -544823.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -544830.500000 Penalty: 3024.454590
	Iteration 33Q: 3 clusters Score -544830.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -544834.500000 Penalty: 3024.454590
	Iteration 34Q: 3 clusters Score -544834.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -544837.437500 Penalty: 3024.454590
	Iteration 35Q: 3 clusters Score -544837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -544838.875000 Penalty: 3024.454590
	Iteration 36Q: 3 clusters Score -544838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -544839.312500 Penalty: 3024.454590
	Iteration 37Q: 3 clusters Score -544839.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -544841.187500 Penalty: 3024.454590
	Iteration 38Q: 3 clusters Score -544841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -544842.062500 Penalty: 3024.454590
	Iteration 39Q: 3 clusters Score -544842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -544842.375000 Penalty: 3024.454590
	Iteration 40F: 3 clusters Score -544842.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Entering Unmasked Estep 
Score: -298797.625000 Penalty: 1400.767944
	Iteration 0F: 2 clusters Score -298797.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -294451.718750 Penalty: 2801.535889
	Iteration 0F: 3 clusters Score -294451.7 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -295679.000000 Penalty: 2801.535889
	Iteration 1F: 3 clusters Score -295679 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -295838.968750 Penalty: 2801.535889
	Iteration 2F: 3 clusters Score -295839 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -295975.375000 Penalty: 2801.535889
	Iteration 3Q: 3 clusters Score -295975.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -296078.812500 Penalty: 2801.535889
	Iteration 4Q: 3 clusters Score -296078.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -296158.968750 Penalty: 2801.535889
	Iteration 5Q: 3 clusters Score -296159 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -296227.156250 Penalty: 2801.535889
	Iteration 6Q: 3 clusters Score -296227.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -296294.562500 Penalty: 2801.535889
	Iteration 7Q: 3 clusters Score -296294.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -296348.812500 Penalty: 2801.535889
	Iteration 8Q: 3 clusters Score -296348.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -296394.843750 Penalty: 2801.535889
	Iteration 9Q: 3 clusters Score -296394.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -296442.250000 Penalty: 2801.535889
	Iteration 10Q: 3 clusters Score -296442.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -296487.781250 Penalty: 2801.535889
	Iteration 11Q: 3 clusters Score -296487.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -296544.375000 Penalty: 2801.535889
	Iteration 12Q: 3 clusters Score -296544.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -296619.125000 Penalty: 2801.535889
	Iteration 13Q: 3 clusters Score -296619.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -296699.031250 Penalty: 2801.535889
	Iteration 14Q: 3 clusters Score -296699 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -296805.843750 Penalty: 2801.535889
	Iteration 15Q: 3 clusters Score -296805.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -296946.093750 Penalty: 2801.535889
	Iteration 16Q: 3 clusters Score -296946.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -297104.750000 Penalty: 2801.535889
	Iteration 17Q: 3 clusters Score -297104.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -297241.406250 Penalty: 2801.535889
	Iteration 18Q: 3 clusters Score -297241.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -297366.718750 Penalty: 2801.535889
	Iteration 19Q: 3 clusters Score -297366.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -297457.187500 Penalty: 2801.535889
	Iteration 20F: 3 clusters Score -297457.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -297509.406250 Penalty: 2801.535889
	Iteration 21Q: 3 clusters Score -297509.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -297536.968750 Penalty: 2801.535889
	Iteration 22Q: 3 clusters Score -297537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -297562.562500 Penalty: 2801.535889
	Iteration 23Q: 3 clusters Score -297562.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -297573.843750 Penalty: 2801.535889
	Iteration 24Q: 3 clusters Score -297573.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -297578.218750 Penalty: 2801.535889
	Iteration 25Q: 3 clusters Score -297578.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -297585.312500 Penalty: 2801.535889
	Iteration 26Q: 3 clusters Score -297585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -297589.625000 Penalty: 2801.535889
	Iteration 27Q: 3 clusters Score -297589.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -297593.375000 Penalty: 2801.535889
	Iteration 28Q: 3 clusters Score -297593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -297599.218750 Penalty: 2801.535889
	Iteration 29Q: 3 clusters Score -297599.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -297604.031250 Penalty: 2801.535889
	Iteration 30Q: 3 clusters Score -297604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -297609.031250 Penalty: 2801.535889
	Iteration 31Q: 3 clusters Score -297609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -297612.437500 Penalty: 2801.535889
	Iteration 32Q: 3 clusters Score -297612.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -297615.531250 Penalty: 2801.535889
	Iteration 33Q: 3 clusters Score -297615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -297618.406250 Penalty: 2801.535889
	Iteration 34Q: 3 clusters Score -297618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -297619.750000 Penalty: 2801.535889
	Iteration 35Q: 3 clusters Score -297619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -297620.406250 Penalty: 2801.535889
	Iteration 36Q: 3 clusters Score -297620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -297620.812500 Penalty: 2801.535889
	Iteration 37Q: 3 clusters Score -297620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -297620.812500 Penalty: 2801.535889
	Iteration 38F: 3 clusters Score -297620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Entering Unmasked Estep 
Score: -2673487.250000 Penalty: 1760.232666
	Iteration 0F: 2 clusters Score -2673487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -2639859.500000 Penalty: 3520.465332
	Iteration 0F: 3 clusters Score -2639860 nChanged 23671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -2652984.250000 Penalty: 3520.465332
	Iteration 1F: 3 clusters Score -2652984 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -2653441.750000 Penalty: 3520.465332
	Iteration 2Q: 3 clusters Score -2653442 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2653929.750000 Penalty: 3520.465332
	Iteration 3Q: 3 clusters Score -2653930 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2654550.500000 Penalty: 3520.465332
	Iteration 4Q: 3 clusters Score -2654550 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2655343.500000 Penalty: 3520.465332
	Iteration 5Q: 3 clusters Score -2655344 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2656386.250000 Penalty: 3520.465332
	Iteration 6Q: 3 clusters Score -2656386 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2657852.250000 Penalty: 3520.465332
	Iteration 7Q: 3 clusters Score -2657852 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2659706.250000 Penalty: 3520.465332
	Iteration 8F: 3 clusters Score -2659706 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2661935.500000 Penalty: 3520.465332
	Iteration 9F: 3 clusters Score -2661936 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2663903.500000 Penalty: 3520.465332
	Iteration 10F: 3 clusters Score -2663904 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2665062.750000 Penalty: 3520.465332
	Iteration 11Q: 3 clusters Score -2665063 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2665683.750000 Penalty: 3520.465332
	Iteration 12Q: 3 clusters Score -2665684 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2666074.500000 Penalty: 3520.465332
	Iteration 13Q: 3 clusters Score -2666074 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2666420.750000 Penalty: 3520.465332
	Iteration 14Q: 3 clusters Score -2666421 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2666724.750000 Penalty: 3520.465332
	Iteration 15Q: 3 clusters Score -2666725 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2667044.750000 Penalty: 3520.465332
	Iteration 16Q: 3 clusters Score -2667045 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2667385.250000 Penalty: 3520.465332
	Iteration 17Q: 3 clusters Score -2667385 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2667763.250000 Penalty: 3520.465332
	Iteration 18Q: 3 clusters Score -2667763 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2668160.250000 Penalty: 3520.465332
	Iteration 19Q: 3 clusters Score -2668160 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2668542.500000 Penalty: 3520.465332
	Iteration 20F: 3 clusters Score -2668542 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2668910.250000 Penalty: 3520.465332
	Iteration 21Q: 3 clusters Score -2668910 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2669285.000000 Penalty: 3520.465332
	Iteration 22Q: 3 clusters Score -2669285 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2669635.500000 Penalty: 3520.465332
	Iteration 23Q: 3 clusters Score -2669636 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2669991.500000 Penalty: 3520.465332
	Iteration 24Q: 3 clusters Score -2669992 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2670321.750000 Penalty: 3520.465332
	Iteration 25Q: 3 clusters Score -2670322 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2670582.250000 Penalty: 3520.465332
	Iteration 26Q: 3 clusters Score -2670582 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2670849.000000 Penalty: 3520.465332
	Iteration 27Q: 3 clusters Score -2670849 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2671075.750000 Penalty: 3520.465332
	Iteration 28Q: 3 clusters Score -2671076 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2671256.250000 Penalty: 3520.465332
	Iteration 29Q: 3 clusters Score -2671256 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2671397.000000 Penalty: 3520.465332
	Iteration 30Q: 3 clusters Score -2671397 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2671518.750000 Penalty: 3520.465332
	Iteration 31Q: 3 clusters Score -2671519 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2671626.750000 Penalty: 3520.465332
	Iteration 32Q: 3 clusters Score -2671627 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2671707.250000 Penalty: 3520.465332
	Iteration 33Q: 3 clusters Score -2671707 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2671778.000000 Penalty: 3520.465332
	Iteration 34Q: 3 clusters Score -2671778 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2671839.500000 Penalty: 3520.465332
	Iteration 35Q: 3 clusters Score -2671840 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2671906.250000 Penalty: 3520.465332
	Iteration 36Q: 3 clusters Score -2671906 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2671948.500000 Penalty: 3520.465332
	Iteration 37Q: 3 clusters Score -2671948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2671972.500000 Penalty: 3520.465332
	Iteration 38Q: 3 clusters Score -2671972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2671993.250000 Penalty: 3520.465332
	Iteration 39Q: 3 clusters Score -2671993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2672003.000000 Penalty: 3520.465332
	Iteration 40F: 3 clusters Score -2672003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2672017.000000 Penalty: 3520.465332
	Iteration 41Q: 3 clusters Score -2672017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2672020.750000 Penalty: 3520.465332
	Iteration 42Q: 3 clusters Score -2672021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2672032.250000 Penalty: 3520.465332
	Iteration 43Q: 3 clusters Score -2672032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2672034.000000 Penalty: 3520.465332
	Iteration 44Q: 3 clusters Score -2672034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2672041.500000 Penalty: 3520.465332
	Iteration 45Q: 3 clusters Score -2672042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2672050.250000 Penalty: 3520.465332
	Iteration 46Q: 3 clusters Score -2672050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2672059.000000 Penalty: 3520.465332
	Iteration 47Q: 3 clusters Score -2672059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2672061.000000 Penalty: 3520.465332
	Iteration 48Q: 3 clusters Score -2672061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2672064.500000 Penalty: 3520.465332
	Iteration 49Q: 3 clusters Score -2672064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2672068.000000 Penalty: 3520.465332
	Iteration 50Q: 3 clusters Score -2672068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2672074.250000 Penalty: 3520.465332
	Iteration 51Q: 3 clusters Score -2672074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2672076.750000 Penalty: 3520.465332
	Iteration 52Q: 3 clusters Score -2672077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2672078.750000 Penalty: 3520.465332
	Iteration 53Q: 3 clusters Score -2672079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2672077.750000 Penalty: 3520.465332
	Iteration 54Q: 3 clusters Score -2672078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2672078.000000 Penalty: 3520.465332
	Iteration 55Q: 3 clusters Score -2672078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2672077.750000 Penalty: 3520.465332
	Iteration 56Q: 3 clusters Score -2672078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2672080.000000 Penalty: 3520.465332
	Iteration 57Q: 3 clusters Score -2672080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2672078.750000 Penalty: 3520.465332
	Iteration 58Q: 3 clusters Score -2672079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2672078.500000 Penalty: 3520.465332
	Iteration 59Q: 3 clusters Score -2672078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2672082.250000 Penalty: 3520.465332
	Iteration 60F: 3 clusters Score -2672082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2672082.500000 Penalty: 3520.465332
	Iteration 61Q: 3 clusters Score -2672082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2672084.000000 Penalty: 3520.465332
	Iteration 62Q: 3 clusters Score -2672084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2672083.750000 Penalty: 3520.465332
	Iteration 63Q: 3 clusters Score -2672084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2672088.500000 Penalty: 3520.465332
	Iteration 64Q: 3 clusters Score -2672088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2672088.000000 Penalty: 3520.465332
	Iteration 65Q: 3 clusters Score -2672088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2672091.250000 Penalty: 3520.465332
	Iteration 66Q: 3 clusters Score -2672091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2672092.000000 Penalty: 3520.465332
	Iteration 67Q: 3 clusters Score -2672092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2672092.000000 Penalty: 3520.465332
	Iteration 68Q: 3 clusters Score -2672092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2672091.750000 Penalty: 3520.465332
	Iteration 69Q: 3 clusters Score -2672092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2672092.500000 Penalty: 3520.465332
	Iteration 70Q: 3 clusters Score -2672092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2672095.000000 Penalty: 3520.465332
	Iteration 71Q: 3 clusters Score -2672095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2672095.000000 Penalty: 3520.465332
	Iteration 72Q: 3 clusters Score -2672095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2672095.000000 Penalty: 3520.465332
	Iteration 73F: 3 clusters Score -2672095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Entering Unmasked Estep 
Score: -2233648.500000 Penalty: 1730.113525
	Iteration 0F: 2 clusters Score -2233648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2205315.000000 Penalty: 3460.227051
	Iteration 0F: 3 clusters Score -2205315 nChanged 19661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2216551.750000 Penalty: 3460.227051
	Iteration 1F: 3 clusters Score -2216552 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2217201.000000 Penalty: 3460.227051
	Iteration 2Q: 3 clusters Score -2217201 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -2218154.000000 Penalty: 3460.227051
	Iteration 3F: 3 clusters Score -2218154 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -2219598.000000 Penalty: 3460.227051
	Iteration 4F: 3 clusters Score -2219598 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -2221791.500000 Penalty: 3460.227051
	Iteration 5F: 3 clusters Score -2221792 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -2224777.500000 Penalty: 3460.227051
	Iteration 6F: 3 clusters Score -2224778 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -2228072.500000 Penalty: 3460.227051
	Iteration 7F: 3 clusters Score -2228072 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -2230432.250000 Penalty: 3460.227051
	Iteration 8F: 3 clusters Score -2230432 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -2231522.500000 Penalty: 3460.227051
	Iteration 9Q: 3 clusters Score -2231522 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -2231893.250000 Penalty: 3460.227051
	Iteration 10Q: 3 clusters Score -2231893 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -2232029.000000 Penalty: 3460.227051
	Iteration 11Q: 3 clusters Score -2232029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -2232086.000000 Penalty: 3460.227051
	Iteration 12Q: 3 clusters Score -2232086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -2232118.750000 Penalty: 3460.227051
	Iteration 13Q: 3 clusters Score -2232119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -2232136.000000 Penalty: 3460.227051
	Iteration 14Q: 3 clusters Score -2232136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -2232146.500000 Penalty: 3460.227051
	Iteration 15Q: 3 clusters Score -2232146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -2232155.250000 Penalty: 3460.227051
	Iteration 16Q: 3 clusters Score -2232155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -2232159.750000 Penalty: 3460.227051
	Iteration 17Q: 3 clusters Score -2232160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -2232162.250000 Penalty: 3460.227051
	Iteration 18Q: 3 clusters Score -2232162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -2232162.250000 Penalty: 3460.227051
	Iteration 19F: 3 clusters Score -2232162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -67947.828125 Penalty: 1181.990356
	Iteration 0F: 2 clusters Score -67947.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66224.875000 Penalty: 2363.980713
	Iteration 0F: 3 clusters Score -66224.88 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -66555.617188 Penalty: 2363.980713
	Iteration 1F: 3 clusters Score -66555.62 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -66636.906250 Penalty: 2363.980713
	Iteration 2F: 3 clusters Score -66636.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -66687.640625 Penalty: 2363.980713
	Iteration 3Q: 3 clusters Score -66687.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -66710.781250 Penalty: 2363.980713
	Iteration 4Q: 3 clusters Score -66710.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -66729.875000 Penalty: 2363.980713
	Iteration 5Q: 3 clusters Score -66729.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -66745.187500 Penalty: 2363.980713
	Iteration 6Q: 3 clusters Score -66745.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -66756.867188 Penalty: 2363.980713
	Iteration 7Q: 3 clusters Score -66756.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -66766.109375 Penalty: 2363.980713
	Iteration 8Q: 3 clusters Score -66766.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -66777.968750 Penalty: 2363.980713
	Iteration 9Q: 3 clusters Score -66777.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -66790.554688 Penalty: 2363.980713
	Iteration 10Q: 3 clusters Score -66790.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -66800.671875 Penalty: 2363.980713
	Iteration 11Q: 3 clusters Score -66800.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -66811.445312 Penalty: 2363.980713
	Iteration 12Q: 3 clusters Score -66811.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -66816.054688 Penalty: 2363.980713
	Iteration 13Q: 3 clusters Score -66816.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -66822.203125 Penalty: 2363.980713
	Iteration 14Q: 3 clusters Score -66822.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -66830.664062 Penalty: 2363.980713
	Iteration 15Q: 3 clusters Score -66830.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -66838.375000 Penalty: 2363.980713
	Iteration 16Q: 3 clusters Score -66838.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -66845.234375 Penalty: 2363.980713
	Iteration 17Q: 3 clusters Score -66845.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -66853.664062 Penalty: 2363.980713
	Iteration 18Q: 3 clusters Score -66853.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -66862.296875 Penalty: 2363.980713
	Iteration 19Q: 3 clusters Score -66862.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -66870.929688 Penalty: 2363.980713
	Iteration 20F: 3 clusters Score -66870.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -66884.617188 Penalty: 2363.980713
	Iteration 21Q: 3 clusters Score -66884.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -66912.695312 Penalty: 2363.980713
	Iteration 22Q: 3 clusters Score -66912.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -66944.859375 Penalty: 2363.980713
	Iteration 23Q: 3 clusters Score -66944.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -66972.101562 Penalty: 2363.980713
	Iteration 24Q: 3 clusters Score -66972.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -66991.171875 Penalty: 2363.980713
	Iteration 25Q: 3 clusters Score -66991.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -67006.375000 Penalty: 2363.980713
	Iteration 26Q: 3 clusters Score -67006.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -67022.406250 Penalty: 2363.980713
	Iteration 27Q: 3 clusters Score -67022.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -67031.437500 Penalty: 2363.980713
	Iteration 28Q: 3 clusters Score -67031.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -67040.593750 Penalty: 2363.980713
	Iteration 29Q: 3 clusters Score -67040.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -67051.445312 Penalty: 2363.980713
	Iteration 30Q: 3 clusters Score -67051.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -67057.164062 Penalty: 2363.980713
	Iteration 31Q: 3 clusters Score -67057.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -67062.929688 Penalty: 2363.980713
	Iteration 32Q: 3 clusters Score -67062.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -67067.632812 Penalty: 2363.980713
	Iteration 33Q: 3 clusters Score -67067.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -67071.390625 Penalty: 2363.980713
	Iteration 34Q: 3 clusters Score -67071.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -67076.898438 Penalty: 2363.980713
	Iteration 35Q: 3 clusters Score -67076.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -67082.101562 Penalty: 2363.980713
	Iteration 36Q: 3 clusters Score -67082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -67088.203125 Penalty: 2363.980713
	Iteration 37Q: 3 clusters Score -67088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -67094.664062 Penalty: 2363.980713
	Iteration 38Q: 3 clusters Score -67094.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -67102.156250 Penalty: 2363.980713
	Iteration 39Q: 3 clusters Score -67102.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -67109.789062 Penalty: 2363.980713
	Iteration 40F: 3 clusters Score -67109.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -67120.921875 Penalty: 2363.980713
	Iteration 41Q: 3 clusters Score -67120.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -67129.609375 Penalty: 2363.980713
	Iteration 42Q: 3 clusters Score -67129.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -67135.140625 Penalty: 2363.980713
	Iteration 43Q: 3 clusters Score -67135.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -67136.343750 Penalty: 2363.980713
	Iteration 44Q: 3 clusters Score -67136.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -67137.664062 Penalty: 2363.980713
	Iteration 45Q: 3 clusters Score -67137.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -67138.265625 Penalty: 2363.980713
	Iteration 46Q: 3 clusters Score -67138.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -67138.265625 Penalty: 2363.980713
	Iteration 47F: 3 clusters Score -67138.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Entering Unmasked Estep 
Score: -521694.531250 Penalty: 1493.015503
	Iteration 0F: 2 clusters Score -521694.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -514630.156250 Penalty: 2986.031006
	Iteration 0F: 3 clusters Score -514630.2 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -516858.250000 Penalty: 2986.031006
	Iteration 1F: 3 clusters Score -516858.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -517171.843750 Penalty: 2986.031006
	Iteration 2F: 3 clusters Score -517171.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -517486.125000 Penalty: 2986.031006
	Iteration 3F: 3 clusters Score -517486.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -517775.156250 Penalty: 2986.031006
	Iteration 4F: 3 clusters Score -517775.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -518083.281250 Penalty: 2986.031006
	Iteration 5Q: 3 clusters Score -518083.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -518412.968750 Penalty: 2986.031006
	Iteration 6Q: 3 clusters Score -518413 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -518723.906250 Penalty: 2986.031006
	Iteration 7Q: 3 clusters Score -518723.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -519054.375000 Penalty: 2986.031006
	Iteration 8Q: 3 clusters Score -519054.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -519354.781250 Penalty: 2986.031006
	Iteration 9Q: 3 clusters Score -519354.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -519613.937500 Penalty: 2986.031006
	Iteration 10Q: 3 clusters Score -519613.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -519811.343750 Penalty: 2986.031006
	Iteration 11Q: 3 clusters Score -519811.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -519946.093750 Penalty: 2986.031006
	Iteration 12Q: 3 clusters Score -519946.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -520045.625000 Penalty: 2986.031006
	Iteration 13Q: 3 clusters Score -520045.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -520123.625000 Penalty: 2986.031006
	Iteration 14Q: 3 clusters Score -520123.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -520188.468750 Penalty: 2986.031006
	Iteration 15Q: 3 clusters Score -520188.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -520256.406250 Penalty: 2986.031006
	Iteration 16Q: 3 clusters Score -520256.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -520296.281250 Penalty: 2986.031006
	Iteration 17Q: 3 clusters Score -520296.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -520328.875000 Penalty: 2986.031006
	Iteration 18Q: 3 clusters Score -520328.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -520355.093750 Penalty: 2986.031006
	Iteration 19Q: 3 clusters Score -520355.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -520365.062500 Penalty: 2986.031006
	Iteration 20F: 3 clusters Score -520365.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -520375.843750 Penalty: 2986.031006
	Iteration 21Q: 3 clusters Score -520375.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -520384.062500 Penalty: 2986.031006
	Iteration 22Q: 3 clusters Score -520384.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -520392.843750 Penalty: 2986.031006
	Iteration 23Q: 3 clusters Score -520392.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -520395.843750 Penalty: 2986.031006
	Iteration 24Q: 3 clusters Score -520395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -520398.250000 Penalty: 2986.031006
	Iteration 25Q: 3 clusters Score -520398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -520398.968750 Penalty: 2986.031006
	Iteration 26Q: 3 clusters Score -520399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -520401.406250 Penalty: 2986.031006
	Iteration 27Q: 3 clusters Score -520401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -520403.437500 Penalty: 2986.031006
	Iteration 28Q: 3 clusters Score -520403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -520404.125000 Penalty: 2986.031006
	Iteration 29Q: 3 clusters Score -520404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -520404.218750 Penalty: 2986.031006
	Iteration 30Q: 3 clusters Score -520404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -520405.250000 Penalty: 2986.031006
	Iteration 31Q: 3 clusters Score -520405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -520404.750000 Penalty: 2986.031006
	Iteration 32Q: 3 clusters Score -520404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -520404.750000 Penalty: 2986.031006
	Iteration 33F: 3 clusters Score -520404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Entering Unmasked Estep 
Score: -1332921.625000 Penalty: 1647.945801
	Iteration 0F: 2 clusters Score -1332922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1315702.625000 Penalty: 3295.891602
	Iteration 0F: 3 clusters Score -1315703 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1322066.500000 Penalty: 3295.891602
	Iteration 1F: 3 clusters Score -1322066 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1322414.250000 Penalty: 3295.891602
	Iteration 2Q: 3 clusters Score -1322414 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1322700.625000 Penalty: 3295.891602
	Iteration 3Q: 3 clusters Score -1322701 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1323008.875000 Penalty: 3295.891602
	Iteration 4Q: 3 clusters Score -1323009 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1323425.250000 Penalty: 3295.891602
	Iteration 5Q: 3 clusters Score -1323425 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1324039.000000 Penalty: 3295.891602
	Iteration 6Q: 3 clusters Score -1324039 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1324851.500000 Penalty: 3295.891602
	Iteration 7F: 3 clusters Score -1324852 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1325674.000000 Penalty: 3295.891602
	Iteration 8F: 3 clusters Score -1325674 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1326499.500000 Penalty: 3295.891602
	Iteration 9F: 3 clusters Score -1326500 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1327264.125000 Penalty: 3295.891602
	Iteration 10F: 3 clusters Score -1327264 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1327882.125000 Penalty: 3295.891602
	Iteration 11Q: 3 clusters Score -1327882 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1328240.000000 Penalty: 3295.891602
	Iteration 12Q: 3 clusters Score -1328240 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1328407.250000 Penalty: 3295.891602
	Iteration 13Q: 3 clusters Score -1328407 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1328486.875000 Penalty: 3295.891602
	Iteration 14Q: 3 clusters Score -1328487 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1328530.750000 Penalty: 3295.891602
	Iteration 15Q: 3 clusters Score -1328531 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1328562.750000 Penalty: 3295.891602
	Iteration 16Q: 3 clusters Score -1328563 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1328593.000000 Penalty: 3295.891602
	Iteration 17Q: 3 clusters Score -1328593 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1328625.875000 Penalty: 3295.891602
	Iteration 18Q: 3 clusters Score -1328626 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1328657.875000 Penalty: 3295.891602
	Iteration 19Q: 3 clusters Score -1328658 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1328696.500000 Penalty: 3295.891602
	Iteration 20F: 3 clusters Score -1328696 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1328762.750000 Penalty: 3295.891602
	Iteration 21Q: 3 clusters Score -1328763 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1328824.625000 Penalty: 3295.891602
	Iteration 22Q: 3 clusters Score -1328825 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1328882.375000 Penalty: 3295.891602
	Iteration 23Q: 3 clusters Score -1328882 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1328967.375000 Penalty: 3295.891602
	Iteration 24Q: 3 clusters Score -1328967 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1329030.000000 Penalty: 3295.891602
	Iteration 25Q: 3 clusters Score -1329030 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1329105.875000 Penalty: 3295.891602
	Iteration 26Q: 3 clusters Score -1329106 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1329165.500000 Penalty: 3295.891602
	Iteration 27Q: 3 clusters Score -1329166 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1329261.125000 Penalty: 3295.891602
	Iteration 28Q: 3 clusters Score -1329261 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1329365.500000 Penalty: 3295.891602
	Iteration 29Q: 3 clusters Score -1329366 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1329493.125000 Penalty: 3295.891602
	Iteration 30Q: 3 clusters Score -1329493 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1329625.250000 Penalty: 3295.891602
	Iteration 31Q: 3 clusters Score -1329625 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1329784.250000 Penalty: 3295.891602
	Iteration 32Q: 3 clusters Score -1329784 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1329953.125000 Penalty: 3295.891602
	Iteration 33Q: 3 clusters Score -1329953 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -1330118.250000 Penalty: 3295.891602
	Iteration 34Q: 3 clusters Score -1330118 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1330311.250000 Penalty: 3295.891602
	Iteration 35Q: 3 clusters Score -1330311 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1330496.375000 Penalty: 3295.891602
	Iteration 36Q: 3 clusters Score -1330496 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -1330672.250000 Penalty: 3295.891602
	Iteration 37Q: 3 clusters Score -1330672 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -1330886.000000 Penalty: 3295.891602
	Iteration 38Q: 3 clusters Score -1330886 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -1331155.000000 Penalty: 3295.891602
	Iteration 39Q: 3 clusters Score -1331155 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -1331448.875000 Penalty: 3295.891602
	Iteration 40F: 3 clusters Score -1331449 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -1331749.000000 Penalty: 3295.891602
	Iteration 41Q: 3 clusters Score -1331749 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -1332022.750000 Penalty: 3295.891602
	Iteration 42Q: 3 clusters Score -1332023 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -1332232.875000 Penalty: 3295.891602
	Iteration 43Q: 3 clusters Score -1332233 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -1332389.375000 Penalty: 3295.891602
	Iteration 44Q: 3 clusters Score -1332389 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -1332511.625000 Penalty: 3295.891602
	Iteration 45Q: 3 clusters Score -1332512 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -1332594.250000 Penalty: 3295.891602
	Iteration 46Q: 3 clusters Score -1332594 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -1332649.750000 Penalty: 3295.891602
	Iteration 47Q: 3 clusters Score -1332650 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -1332692.500000 Penalty: 3295.891602
	Iteration 48Q: 3 clusters Score -1332692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -1332727.750000 Penalty: 3295.891602
	Iteration 49Q: 3 clusters Score -1332728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -1332752.000000 Penalty: 3295.891602
	Iteration 50Q: 3 clusters Score -1332752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -1332770.750000 Penalty: 3295.891602
	Iteration 51Q: 3 clusters Score -1332771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -1332789.375000 Penalty: 3295.891602
	Iteration 52Q: 3 clusters Score -1332789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -1332807.250000 Penalty: 3295.891602
	Iteration 53Q: 3 clusters Score -1332807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -1332816.875000 Penalty: 3295.891602
	Iteration 54Q: 3 clusters Score -1332817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -1332829.250000 Penalty: 3295.891602
	Iteration 55Q: 3 clusters Score -1332829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -1332838.125000 Penalty: 3295.891602
	Iteration 56Q: 3 clusters Score -1332838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -1332846.125000 Penalty: 3295.891602
	Iteration 57Q: 3 clusters Score -1332846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -1332850.250000 Penalty: 3295.891602
	Iteration 58Q: 3 clusters Score -1332850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -1332848.625000 Penalty: 3295.891602
	Iteration 59Q: 3 clusters Score -1332849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -1332846.875000 Penalty: 3295.891602
	Iteration 60F: 3 clusters Score -1332847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -1332846.250000 Penalty: 3295.891602
	Iteration 61Q: 3 clusters Score -1332846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -1332845.625000 Penalty: 3295.891602
	Iteration 62Q: 3 clusters Score -1332846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -1332848.750000 Penalty: 3295.891602
	Iteration 63Q: 3 clusters Score -1332849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -1332849.250000 Penalty: 3295.891602
	Iteration 64Q: 3 clusters Score -1332849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -1332850.625000 Penalty: 3295.891602
	Iteration 65Q: 3 clusters Score -1332851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -1332849.125000 Penalty: 3295.891602
	Iteration 66Q: 3 clusters Score -1332849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -1332849.125000 Penalty: 3295.891602
	Iteration 67Q: 3 clusters Score -1332849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -1332852.375000 Penalty: 3295.891602
	Iteration 68Q: 3 clusters Score -1332852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -1332853.625000 Penalty: 3295.891602
	Iteration 69Q: 3 clusters Score -1332854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -1332850.875000 Penalty: 3295.891602
	Iteration 70Q: 3 clusters Score -1332851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -1332853.125000 Penalty: 3295.891602
	Iteration 71Q: 3 clusters Score -1332853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -1332854.125000 Penalty: 3295.891602
	Iteration 72Q: 3 clusters Score -1332854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -1332856.500000 Penalty: 3295.891602
	Iteration 73Q: 3 clusters Score -1332856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -1332855.000000 Penalty: 3295.891602
	Iteration 74Q: 3 clusters Score -1332855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -1332854.375000 Penalty: 3295.891602
	Iteration 75Q: 3 clusters Score -1332854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -1332855.375000 Penalty: 3295.891602
	Iteration 76Q: 3 clusters Score -1332855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -1332857.375000 Penalty: 3295.891602
	Iteration 77Q: 3 clusters Score -1332857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -1332857.625000 Penalty: 3295.891602
	Iteration 78Q: 3 clusters Score -1332858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -1332857.625000 Penalty: 3295.891602
	Iteration 79F: 3 clusters Score -1332858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187412 members 
Entering Unmasked Estep 
Score: -9515358.000000 Penalty: 1972.922974
	Iteration 0F: 2 clusters Score -9515358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 93516 members 
Entering Unmasked Estep 
Score: -9388995.000000 Penalty: 3945.845947
	Iteration 0F: 3 clusters Score -9388995 nChanged 91090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -9442473.000000 Penalty: 3945.845947
	Iteration 1F: 3 clusters Score -9442473 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -9443523.000000 Penalty: 3945.845947
	Iteration 2Q: 3 clusters Score -9443523 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -9444716.000000 Penalty: 3945.845947
	Iteration 3Q: 3 clusters Score -9444716 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 85051 members 
Entering Unmasked Estep 
Score: -9446422.000000 Penalty: 3945.845947
	Iteration 4Q: 3 clusters Score -9446422 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 79899 members 
Entering Unmasked Estep 
Score: -9449043.000000 Penalty: 3945.845947
	Iteration 5Q: 3 clusters Score -9449043 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115176 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -9453399.000000 Penalty: 3945.845947
	Iteration 6Q: 3 clusters Score -9453399 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125940 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -9460421.000000 Penalty: 3945.845947
	Iteration 7F: 3 clusters Score -9460421 nChanged 13973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139773 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -9471252.000000 Penalty: 3945.845947
	Iteration 8F: 3 clusters Score -9471252 nChanged 15573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155312 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -9485169.000000 Penalty: 3945.845947
	Iteration 9F: 3 clusters Score -9485169 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169021 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -9497994.000000 Penalty: 3945.845947
	Iteration 10F: 3 clusters Score -9497994 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178234 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -9506607.000000 Penalty: 3945.845947
	Iteration 11Q: 3 clusters Score -9506607 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182893 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -9510721.000000 Penalty: 3945.845947
	Iteration 12Q: 3 clusters Score -9510721 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -9512352.000000 Penalty: 3945.845947
	Iteration 13Q: 3 clusters Score -9512352 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185785 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -9513058.000000 Penalty: 3945.845947
	Iteration 14Q: 3 clusters Score -9513058 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186174 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9513373.000000 Penalty: 3945.845947
	Iteration 15Q: 3 clusters Score -9513373 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186361 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9513533.000000 Penalty: 3945.845947
	Iteration 16Q: 3 clusters Score -9513533 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186455 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9513638.000000 Penalty: 3945.845947
	Iteration 17Q: 3 clusters Score -9513638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186524 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9513714.000000 Penalty: 3945.845947
	Iteration 18Q: 3 clusters Score -9513714 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186548 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9513783.000000 Penalty: 3945.845947
	Iteration 19Q: 3 clusters Score -9513783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186573 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9513808.000000 Penalty: 3945.845947
	Iteration 20F: 3 clusters Score -9513808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186599 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9513842.000000 Penalty: 3945.845947
	Iteration 21Q: 3 clusters Score -9513842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186617 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9513856.000000 Penalty: 3945.845947
	Iteration 22Q: 3 clusters Score -9513856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186623 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9513876.000000 Penalty: 3945.845947
	Iteration 23Q: 3 clusters Score -9513876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186631 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9513903.000000 Penalty: 3945.845947
	Iteration 24Q: 3 clusters Score -9513903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186638 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9513918.000000 Penalty: 3945.845947
	Iteration 25Q: 3 clusters Score -9513918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186653 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9513936.000000 Penalty: 3945.845947
	Iteration 26Q: 3 clusters Score -9513936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186659 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9513948.000000 Penalty: 3945.845947
	Iteration 27Q: 3 clusters Score -9513948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186665 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9513953.000000 Penalty: 3945.845947
	Iteration 28Q: 3 clusters Score -9513953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186672 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9513954.000000 Penalty: 3945.845947
	Iteration 29Q: 3 clusters Score -9513954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186674 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9513963.000000 Penalty: 3945.845947
	Iteration 30Q: 3 clusters Score -9513963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186671 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9513963.000000 Penalty: 3945.845947
	Iteration 31Q: 3 clusters Score -9513963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186673 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9513970.000000 Penalty: 3945.845947
	Iteration 32Q: 3 clusters Score -9513970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186674 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9513968.000000 Penalty: 3945.845947
	Iteration 33Q: 3 clusters Score -9513968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186671 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9513961.000000 Penalty: 3945.845947
	Iteration 34Q: 3 clusters Score -9513961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186669 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9513966.000000 Penalty: 3945.845947
	Iteration 35Q: 3 clusters Score -9513966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186670 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9513972.000000 Penalty: 3945.845947
	Iteration 36Q: 3 clusters Score -9513972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186668 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9513968.000000 Penalty: 3945.845947
	Iteration 37Q: 3 clusters Score -9513968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186670 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9513971.000000 Penalty: 3945.845947
	Iteration 38Q: 3 clusters Score -9513971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186668 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9513975.000000 Penalty: 3945.845947
	Iteration 39Q: 3 clusters Score -9513975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186665 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9513981.000000 Penalty: 3945.845947
	Iteration 40F: 3 clusters Score -9513981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186657 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9513985.000000 Penalty: 3945.845947
	Iteration 41Q: 3 clusters Score -9513985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186651 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9513987.000000 Penalty: 3945.845947
	Iteration 42Q: 3 clusters Score -9513987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186650 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9513986.000000 Penalty: 3945.845947
	Iteration 43Q: 3 clusters Score -9513986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186644 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9513990.000000 Penalty: 3945.845947
	Iteration 44Q: 3 clusters Score -9513990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186638 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9513988.000000 Penalty: 3945.845947
	Iteration 45Q: 3 clusters Score -9513988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186637 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9513995.000000 Penalty: 3945.845947
	Iteration 46Q: 3 clusters Score -9513995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186635 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9513996.000000 Penalty: 3945.845947
	Iteration 47Q: 3 clusters Score -9513996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186634 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9513993.000000 Penalty: 3945.845947
	Iteration 48Q: 3 clusters Score -9513993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186635 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9513991.000000 Penalty: 3945.845947
	Iteration 49Q: 3 clusters Score -9513991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186633 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9513999.000000 Penalty: 3945.845947
	Iteration 50Q: 3 clusters Score -9513999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186633 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9513999.000000 Penalty: 3945.845947
	Iteration 51F: 3 clusters Score -9513999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Entering Unmasked Estep 
Score: -1155153.000000 Penalty: 1623.633301
	Iteration 0F: 2 clusters Score -1155153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1140319.875000 Penalty: 3247.266602
	Iteration 0F: 3 clusters Score -1140320 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1145897.625000 Penalty: 3247.266602
	Iteration 1F: 3 clusters Score -1145898 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1146234.625000 Penalty: 3247.266602
	Iteration 2Q: 3 clusters Score -1146235 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1146535.250000 Penalty: 3247.266602
	Iteration 3Q: 3 clusters Score -1146535 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1146851.500000 Penalty: 3247.266602
	Iteration 4Q: 3 clusters Score -1146852 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1147234.000000 Penalty: 3247.266602
	Iteration 5Q: 3 clusters Score -1147234 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1147744.375000 Penalty: 3247.266602
	Iteration 6Q: 3 clusters Score -1147744 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1148441.500000 Penalty: 3247.266602
	Iteration 7F: 3 clusters Score -1148442 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1149348.125000 Penalty: 3247.266602
	Iteration 8F: 3 clusters Score -1149348 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -1150471.750000 Penalty: 3247.266602
	Iteration 9F: 3 clusters Score -1150472 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1151635.750000 Penalty: 3247.266602
	Iteration 10F: 3 clusters Score -1151636 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -1152580.875000 Penalty: 3247.266602
	Iteration 11Q: 3 clusters Score -1152581 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1153188.375000 Penalty: 3247.266602
	Iteration 12Q: 3 clusters Score -1153188 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -1153500.750000 Penalty: 3247.266602
	Iteration 13Q: 3 clusters Score -1153501 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -1153653.125000 Penalty: 3247.266602
	Iteration 14Q: 3 clusters Score -1153653 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -1153745.875000 Penalty: 3247.266602
	Iteration 15Q: 3 clusters Score -1153746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -1153806.750000 Penalty: 3247.266602
	Iteration 16Q: 3 clusters Score -1153807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -1153836.625000 Penalty: 3247.266602
	Iteration 17Q: 3 clusters Score -1153837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -1153858.000000 Penalty: 3247.266602
	Iteration 18Q: 3 clusters Score -1153858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -1153874.125000 Penalty: 3247.266602
	Iteration 19Q: 3 clusters Score -1153874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -1153882.625000 Penalty: 3247.266602
	Iteration 20F: 3 clusters Score -1153883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -1153886.875000 Penalty: 3247.266602
	Iteration 21Q: 3 clusters Score -1153887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -1153893.750000 Penalty: 3247.266602
	Iteration 22Q: 3 clusters Score -1153894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -1153897.500000 Penalty: 3247.266602
	Iteration 23Q: 3 clusters Score -1153898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -1153899.250000 Penalty: 3247.266602
	Iteration 24Q: 3 clusters Score -1153899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -1153898.250000 Penalty: 3247.266602
	Iteration 25Q: 3 clusters Score -1153898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -1153898.250000 Penalty: 3247.266602
	Iteration 26F: 3 clusters Score -1153898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Entering Unmasked Estep 
Score: -281436.125000 Penalty: 1395.977295
	Iteration 0F: 2 clusters Score -281436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -277231.156250 Penalty: 2791.954590
	Iteration 0F: 3 clusters Score -277231.2 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -278319.843750 Penalty: 2791.954590
	Iteration 1F: 3 clusters Score -278319.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -278512.500000 Penalty: 2791.954590
	Iteration 2F: 3 clusters Score -278512.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -278644.531250 Penalty: 2791.954590
	Iteration 3F: 3 clusters Score -278644.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -278780.906250 Penalty: 2791.954590
	Iteration 4Q: 3 clusters Score -278780.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -278909.750000 Penalty: 2791.954590
	Iteration 5Q: 3 clusters Score -278909.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -279050.937500 Penalty: 2791.954590
	Iteration 6Q: 3 clusters Score -279050.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -279213.437500 Penalty: 2791.954590
	Iteration 7Q: 3 clusters Score -279213.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -279367.843750 Penalty: 2791.954590
	Iteration 8Q: 3 clusters Score -279367.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -279525.343750 Penalty: 2791.954590
	Iteration 9Q: 3 clusters Score -279525.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -279666.562500 Penalty: 2791.954590
	Iteration 10Q: 3 clusters Score -279666.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -279790.781250 Penalty: 2791.954590
	Iteration 11Q: 3 clusters Score -279790.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -279902.937500 Penalty: 2791.954590
	Iteration 12Q: 3 clusters Score -279902.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -280008.250000 Penalty: 2791.954590
	Iteration 13Q: 3 clusters Score -280008.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -280078.937500 Penalty: 2791.954590
	Iteration 14Q: 3 clusters Score -280078.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -280129.500000 Penalty: 2791.954590
	Iteration 15Q: 3 clusters Score -280129.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -280169.625000 Penalty: 2791.954590
	Iteration 16Q: 3 clusters Score -280169.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -280195.062500 Penalty: 2791.954590
	Iteration 17Q: 3 clusters Score -280195.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -280212.812500 Penalty: 2791.954590
	Iteration 18Q: 3 clusters Score -280212.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -280228.250000 Penalty: 2791.954590
	Iteration 19Q: 3 clusters Score -280228.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -280238.656250 Penalty: 2791.954590
	Iteration 20F: 3 clusters Score -280238.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -280246.218750 Penalty: 2791.954590
	Iteration 21Q: 3 clusters Score -280246.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -280250.593750 Penalty: 2791.954590
	Iteration 22Q: 3 clusters Score -280250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -280252.937500 Penalty: 2791.954590
	Iteration 23Q: 3 clusters Score -280252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -280256.250000 Penalty: 2791.954590
	Iteration 24Q: 3 clusters Score -280256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -280259.531250 Penalty: 2791.954590
	Iteration 25Q: 3 clusters Score -280259.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -280263.562500 Penalty: 2791.954590
	Iteration 26Q: 3 clusters Score -280263.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -280270.093750 Penalty: 2791.954590
	Iteration 27Q: 3 clusters Score -280270.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -280276.875000 Penalty: 2791.954590
	Iteration 28Q: 3 clusters Score -280276.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -280284.156250 Penalty: 2791.954590
	Iteration 29Q: 3 clusters Score -280284.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -280288.593750 Penalty: 2791.954590
	Iteration 30Q: 3 clusters Score -280288.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -280290.593750 Penalty: 2791.954590
	Iteration 31Q: 3 clusters Score -280290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -280290.312500 Penalty: 2791.954590
	Iteration 32Q: 3 clusters Score -280290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -280291.906250 Penalty: 2791.954590
	Iteration 33Q: 3 clusters Score -280291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -280292.437500 Penalty: 2791.954590
	Iteration 34Q: 3 clusters Score -280292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -280293.531250 Penalty: 2791.954590
	Iteration 35Q: 3 clusters Score -280293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -280293.906250 Penalty: 2791.954590
	Iteration 36Q: 3 clusters Score -280293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -280293.906250 Penalty: 2791.954590
	Iteration 37F: 3 clusters Score -280293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 3802 members 
Mstep: Class 3 contains 11004 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 6 contains 50625 members 
Mstep: Class 11 contains 42060 members 
Mstep: Class 12 contains 1442 members 
Mstep: Class 13 contains 9777 members 
Mstep: Class 14 contains 25367 members 
Mstep: Class 15 contains 187412 members 
Mstep: Class 16 contains 21842 members 
Mstep: Class 18 contains 5381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 13 clusters Score -2.085037e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 3772 members 
Mstep: Class 3 contains 11003 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 6 contains 50607 members 
Mstep: Class 11 contains 42022 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 9768 members 
Mstep: Class 14 contains 25352 members 
Mstep: Class 15 contains 187519 members 
Mstep: Class 16 contains 21822 members 
Mstep: Class 18 contains 5419 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 13 clusters Score -2.085044e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 5536 members 
Mstep: Class 6 contains 50583 members 
Mstep: Class 11 contains 41988 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 9758 members 
Mstep: Class 14 contains 25336 members 
Mstep: Class 15 contains 187621 members 
Mstep: Class 16 contains 21811 members 
Mstep: Class 18 contains 5455 members 
Entering Unmasked Estep 
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Iteration 121Q: 13 clusters Score -2.085042e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 3707 members 
Mstep: Class 3 contains 11003 members 
Mstep: Class 4 contains 5532 members 
Mstep: Class 6 contains 50568 members 
Mstep: Class 11 contains 41949 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 9754 members 
Mstep: Class 14 contains 25323 members 
Mstep: Class 15 contains 187711 members 
Mstep: Class 16 contains 21802 members 
Mstep: Class 18 contains 5496 members 
Entering Unmasked Estep 
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Iteration 122Q: 13 clusters Score -2.085044e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 3687 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 6 contains 50551 members 
Mstep: Class 11 contains 41908 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 9749 members 
Mstep: Class 14 contains 25306 members 
Mstep: Class 15 contains 187805 members 
Mstep: Class 16 contains 21790 members 
Mstep: Class 18 contains 5539 members 
Entering Unmasked Estep 
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Iteration 123Q: 13 clusters Score -2.085042e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 3675 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 5514 members 
Mstep: Class 6 contains 50528 members 
Mstep: Class 11 contains 41877 members 
Mstep: Class 12 contains 1461 members 
Mstep: Class 13 contains 9744 members 
Mstep: Class 14 contains 25293 members 
Mstep: Class 15 contains 187874 members 
Mstep: Class 16 contains 21782 members 
Mstep: Class 18 contains 5584 members 
Entering Unmasked Estep 
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Iteration 124Q: 13 clusters Score -2.085036e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 3663 members 
Mstep: Class 3 contains 10996 members 
Mstep: Class 4 contains 5501 members 
Mstep: Class 6 contains 50512 members 
Mstep: Class 11 contains 41847 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 9733 members 
Mstep: Class 14 contains 25288 members 
Mstep: Class 15 contains 187935 members 
Mstep: Class 16 contains 21777 members 
Mstep: Class 18 contains 5621 members 
Entering Unmasked Estep 
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Iteration 125Q: 13 clusters Score -2.085031e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 3651 members 
Mstep: Class 3 contains 10996 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 6 contains 50492 members 
Mstep: Class 11 contains 41810 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 9726 members 
Mstep: Class 14 contains 25279 members 
Mstep: Class 15 contains 187992 members 
Mstep: Class 16 contains 21770 members 
Mstep: Class 18 contains 5669 members 
Entering Unmasked Estep 
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Iteration 126Q: 13 clusters Score -2.085033e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 3639 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 5493 members 
Mstep: Class 6 contains 50477 members 
Mstep: Class 11 contains 41772 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 9721 members 
Mstep: Class 14 contains 25275 members 
Mstep: Class 15 contains 188043 members 
Mstep: Class 16 contains 21764 members 
Mstep: Class 18 contains 5711 members 
Entering Unmasked Estep 
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Iteration 127Q: 13 clusters Score -2.085033e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 3619 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 5488 members 
Mstep: Class 6 contains 50460 members 
Mstep: Class 11 contains 41742 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 9712 members 
Mstep: Class 14 contains 25265 members 
Mstep: Class 15 contains 188105 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 18 contains 5764 members 
Entering Unmasked Estep 
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Iteration 128Q: 13 clusters Score -2.085039e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 5484 members 
Mstep: Class 6 contains 50435 members 
Mstep: Class 11 contains 41720 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 9703 members 
Mstep: Class 14 contains 25256 members 
Mstep: Class 15 contains 188167 members 
Mstep: Class 16 contains 21751 members 
Mstep: Class 18 contains 5807 members 
Entering Unmasked Estep 
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Iteration 129Q: 13 clusters Score -2.085044e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 3585 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 5475 members 
Mstep: Class 6 contains 50413 members 
Mstep: Class 11 contains 41695 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 9689 members 
Mstep: Class 14 contains 25248 members 
Mstep: Class 15 contains 188227 members 
Mstep: Class 16 contains 21749 members 
Mstep: Class 18 contains 5853 members 
Entering Unmasked Estep 
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Iteration 130Q: 13 clusters Score -2.085046e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 3577 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 5465 members 
Mstep: Class 6 contains 50393 members 
Mstep: Class 11 contains 41666 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 9677 members 
Mstep: Class 14 contains 25241 members 
Mstep: Class 15 contains 188270 members 
Mstep: Class 16 contains 21737 members 
Mstep: Class 18 contains 5918 members 
Entering Unmasked Estep 
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Iteration 131Q: 13 clusters Score -2.085049e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 3564 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 5460 members 
Mstep: Class 6 contains 50364 members 
Mstep: Class 11 contains 41640 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 188337 members 
Mstep: Class 16 contains 21721 members 
Mstep: Class 18 contains 5971 members 
Entering Unmasked Estep 
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Iteration 132Q: 13 clusters Score -2.085049e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 10995 members 
Mstep: Class 4 contains 5459 members 
Mstep: Class 6 contains 50340 members 
Mstep: Class 11 contains 41619 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 9650 members 
Mstep: Class 14 contains 25226 members 
Mstep: Class 15 contains 188384 members 
Mstep: Class 16 contains 21707 members 
Mstep: Class 18 contains 6031 members 
Entering Unmasked Estep 
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Iteration 133Q: 13 clusters Score -2.085057e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 3533 members 
Mstep: Class 3 contains 10991 members 
Mstep: Class 4 contains 5458 members 
Mstep: Class 6 contains 50323 members 
Mstep: Class 11 contains 41596 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 25218 members 
Mstep: Class 15 contains 188426 members 
Mstep: Class 16 contains 21698 members 
Mstep: Class 18 contains 6093 members 
Entering Unmasked Estep 
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Iteration 134Q: 13 clusters Score -2.085058e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 3515 members 
Mstep: Class 3 contains 10991 members 
Mstep: Class 4 contains 5458 members 
Mstep: Class 6 contains 50314 members 
Mstep: Class 11 contains 41587 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9629 members 
Mstep: Class 14 contains 25208 members 
Mstep: Class 15 contains 188451 members 
Mstep: Class 16 contains 21691 members 
Mstep: Class 18 contains 6144 members 
Entering Unmasked Estep 
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Iteration 135Q: 13 clusters Score -2.085063e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 3496 members 
Mstep: Class 3 contains 10991 members 
Mstep: Class 4 contains 5460 members 
Mstep: Class 6 contains 50300 members 
Mstep: Class 11 contains 41581 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9620 members 
Mstep: Class 14 contains 25196 members 
Mstep: Class 15 contains 188490 members 
Mstep: Class 16 contains 21687 members 
Mstep: Class 18 contains 6180 members 
Entering Unmasked Estep 
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Iteration 136Q: 13 clusters Score -2.08506e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 3480 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5458 members 
Mstep: Class 6 contains 50289 members 
Mstep: Class 11 contains 41575 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9613 members 
Mstep: Class 14 contains 25188 members 
Mstep: Class 15 contains 188533 members 
Mstep: Class 16 contains 21679 members 
Mstep: Class 18 contains 6213 members 
Entering Unmasked Estep 
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Iteration 137Q: 13 clusters Score -2.085064e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 3461 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5454 members 
Mstep: Class 6 contains 50268 members 
Mstep: Class 11 contains 41570 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9600 members 
Mstep: Class 14 contains 25180 members 
Mstep: Class 15 contains 188580 members 
Mstep: Class 16 contains 21671 members 
Mstep: Class 18 contains 6261 members 
Entering Unmasked Estep 
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Iteration 138Q: 13 clusters Score -2.085061e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 3447 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5448 members 
Mstep: Class 6 contains 50245 members 
Mstep: Class 11 contains 41560 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9594 members 
Mstep: Class 14 contains 25169 members 
Mstep: Class 15 contains 188630 members 
Mstep: Class 16 contains 21663 members 
Mstep: Class 18 contains 6301 members 
Entering Unmasked Estep 
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Iteration 139Q: 13 clusters Score -2.085067e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5443 members 
Mstep: Class 6 contains 50227 members 
Mstep: Class 11 contains 41553 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9589 members 
Mstep: Class 14 contains 25156 members 
Mstep: Class 15 contains 188677 members 
Mstep: Class 16 contains 21656 members 
Mstep: Class 18 contains 6338 members 
Entering Unmasked Estep 
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Iteration 140F: 13 clusters Score -2.085067e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 3411 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 5444 members 
Mstep: Class 6 contains 50212 members 
Mstep: Class 11 contains 41550 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 25149 members 
Mstep: Class 15 contains 188694 members 
Mstep: Class 16 contains 21651 members 
Mstep: Class 18 contains 6383 members 
Entering Unmasked Estep 
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Iteration 141Q: 13 clusters Score -2.085067e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 3398 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5442 members 
Mstep: Class 6 contains 50181 members 
Mstep: Class 11 contains 41542 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9571 members 
Mstep: Class 14 contains 25143 members 
Mstep: Class 15 contains 188750 members 
Mstep: Class 16 contains 21643 members 
Mstep: Class 18 contains 6409 members 
Entering Unmasked Estep 
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Iteration 142Q: 13 clusters Score -2.085063e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 3377 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5443 members 
Mstep: Class 6 contains 50161 members 
Mstep: Class 11 contains 41533 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9566 members 
Mstep: Class 14 contains 25136 members 
Mstep: Class 15 contains 188775 members 
Mstep: Class 16 contains 21638 members 
Mstep: Class 18 contains 6459 members 
Entering Unmasked Estep 
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Iteration 143Q: 13 clusters Score -2.085064e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 3351 members 
Mstep: Class 3 contains 10987 members 
Mstep: Class 4 contains 5445 members 
Mstep: Class 6 contains 50143 members 
Mstep: Class 11 contains 41522 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9565 members 
Mstep: Class 14 contains 25124 members 
Mstep: Class 15 contains 188801 members 
Mstep: Class 16 contains 21633 members 
Mstep: Class 18 contains 6512 members 
Entering Unmasked Estep 
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Iteration 144Q: 13 clusters Score -2.085066e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 3330 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5441 members 
Mstep: Class 6 contains 50123 members 
Mstep: Class 11 contains 41519 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 14 contains 25119 members 
Mstep: Class 15 contains 188818 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 18 contains 6567 members 
Entering Unmasked Estep 
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Iteration 145Q: 13 clusters Score -2.085068e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 3316 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5440 members 
Mstep: Class 6 contains 50110 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9553 members 
Mstep: Class 14 contains 25110 members 
Mstep: Class 15 contains 188834 members 
Mstep: Class 16 contains 21607 members 
Mstep: Class 18 contains 6620 members 
Entering Unmasked Estep 
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Iteration 146Q: 13 clusters Score -2.085065e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 3304 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5441 members 
Mstep: Class 6 contains 50100 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9542 members 
Mstep: Class 14 contains 25097 members 
Mstep: Class 15 contains 188845 members 
Mstep: Class 16 contains 21596 members 
Mstep: Class 18 contains 6665 members 
Entering Unmasked Estep 
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Iteration 147Q: 13 clusters Score -2.085065e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5440 members 
Mstep: Class 6 contains 50096 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9525 members 
Mstep: Class 14 contains 25075 members 
Mstep: Class 15 contains 188891 members 
Mstep: Class 16 contains 21582 members 
Mstep: Class 18 contains 6697 members 
Entering Unmasked Estep 
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Iteration 148Q: 13 clusters Score -2.085066e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 3278 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 6 contains 50087 members 
Mstep: Class 11 contains 41506 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9515 members 
Mstep: Class 14 contains 25061 members 
Mstep: Class 15 contains 188940 members 
Mstep: Class 16 contains 21566 members 
Mstep: Class 18 contains 6719 members 
Entering Unmasked Estep 
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Iteration 149Q: 13 clusters Score -2.085066e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 10983 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 6 contains 50077 members 
Mstep: Class 11 contains 41494 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9507 members 
Mstep: Class 14 contains 25055 members 
Mstep: Class 15 contains 188982 members 
Mstep: Class 16 contains 21550 members 
Mstep: Class 18 contains 6742 members 
Entering Unmasked Estep 
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Iteration 150Q: 13 clusters Score -2.085069e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 10984 members 
Mstep: Class 4 contains 5441 members 
Mstep: Class 6 contains 50067 members 
Mstep: Class 11 contains 41482 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9501 members 
Mstep: Class 14 contains 25049 members 
Mstep: Class 15 contains 189019 members 
Mstep: Class 16 contains 21539 members 
Mstep: Class 18 contains 6761 members 
Entering Unmasked Estep 
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Iteration 151Q: 13 clusters Score -2.085069e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 10984 members 
Mstep: Class 4 contains 5441 members 
Mstep: Class 6 contains 50057 members 
Mstep: Class 11 contains 41472 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 25044 members 
Mstep: Class 15 contains 189053 members 
Mstep: Class 16 contains 21533 members 
Mstep: Class 18 contains 6777 members 
Entering Unmasked Estep 
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Iteration 152Q: 13 clusters Score -2.085068e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 10985 members 
Mstep: Class 4 contains 5436 members 
Mstep: Class 6 contains 50050 members 
Mstep: Class 11 contains 41460 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9495 members 
Mstep: Class 14 contains 25040 members 
Mstep: Class 15 contains 189084 members 
Mstep: Class 16 contains 21524 members 
Mstep: Class 18 contains 6795 members 
Entering Unmasked Estep 
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Iteration 153Q: 13 clusters Score -2.085071e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 5433 members 
Mstep: Class 6 contains 50046 members 
Mstep: Class 11 contains 41446 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9494 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 189110 members 
Mstep: Class 16 contains 21514 members 
Mstep: Class 18 contains 6812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850726.000000 Penalty: 25233.794922
Iteration 154Q: 13 clusters Score -2.085073e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 6 contains 50046 members 
Mstep: Class 11 contains 41442 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9492 members 
Mstep: Class 14 contains 25029 members 
Mstep: Class 15 contains 189118 members 
Mstep: Class 16 contains 21505 members 
Mstep: Class 18 contains 6836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850694.000000 Penalty: 25233.794922
Iteration 155Q: 13 clusters Score -2.085069e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5419 members 
Mstep: Class 6 contains 50039 members 
Mstep: Class 11 contains 41435 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9489 members 
Mstep: Class 14 contains 25025 members 
Mstep: Class 15 contains 189147 members 
Mstep: Class 16 contains 21495 members 
Mstep: Class 18 contains 6850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850706.000000 Penalty: 25233.794922
Iteration 156Q: 13 clusters Score -2.085071e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 3192 members 
Mstep: Class 3 contains 10987 members 
Mstep: Class 4 contains 5412 members 
Mstep: Class 6 contains 50031 members 
Mstep: Class 11 contains 41429 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9485 members 
Mstep: Class 14 contains 25023 members 
Mstep: Class 15 contains 189178 members 
Mstep: Class 16 contains 21477 members 
Mstep: Class 18 contains 6869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850736.000000 Penalty: 25233.794922
Iteration 157Q: 13 clusters Score -2.085074e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 10985 members 
Mstep: Class 4 contains 5411 members 
Mstep: Class 6 contains 50022 members 
Mstep: Class 11 contains 41424 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9481 members 
Mstep: Class 14 contains 25018 members 
Mstep: Class 15 contains 189209 members 
Mstep: Class 16 contains 21459 members 
Mstep: Class 18 contains 6892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850740.000000 Penalty: 25233.794922
Iteration 158Q: 13 clusters Score -2.085074e+07 nChanged 116
Entering ConstructFrom: 
Score: -20850740.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (52277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Entering Unmasked Estep 
Score: -2752720.750000 Penalty: 1765.450684
	Iteration 0F: 2 clusters Score -2752721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -2717756.500000 Penalty: 3530.901367
	Iteration 0F: 3 clusters Score -2717756 nChanged 24630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -2731645.750000 Penalty: 3530.901367
	Iteration 1F: 3 clusters Score -2731646 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -2732091.500000 Penalty: 3530.901367
	Iteration 2Q: 3 clusters Score -2732092 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -2732590.500000 Penalty: 3530.901367
	Iteration 3Q: 3 clusters Score -2732590 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -2733221.000000 Penalty: 3530.901367
	Iteration 4Q: 3 clusters Score -2733221 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -2734176.750000 Penalty: 3530.901367
	Iteration 5Q: 3 clusters Score -2734177 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -2735821.750000 Penalty: 3530.901367
	Iteration 6F: 3 clusters Score -2735822 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -2738473.750000 Penalty: 3530.901367
	Iteration 7F: 3 clusters Score -2738474 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -2742192.750000 Penalty: 3530.901367
	Iteration 8F: 3 clusters Score -2742193 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -2746137.000000 Penalty: 3530.901367
	Iteration 9F: 3 clusters Score -2746137 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -2749039.250000 Penalty: 3530.901367
	Iteration 10F: 3 clusters Score -2749039 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -2750445.750000 Penalty: 3530.901367
	Iteration 11Q: 3 clusters Score -2750446 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -2750964.500000 Penalty: 3530.901367
	Iteration 12Q: 3 clusters Score -2750964 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -2751131.000000 Penalty: 3530.901367
	Iteration 13Q: 3 clusters Score -2751131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -2751213.750000 Penalty: 3530.901367
	Iteration 14Q: 3 clusters Score -2751214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -2751248.750000 Penalty: 3530.901367
	Iteration 15Q: 3 clusters Score -2751249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -2751263.500000 Penalty: 3530.901367
	Iteration 16Q: 3 clusters Score -2751264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -2751280.000000 Penalty: 3530.901367
	Iteration 17Q: 3 clusters Score -2751280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -2751281.000000 Penalty: 3530.901367
	Iteration 18Q: 3 clusters Score -2751281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -2751291.500000 Penalty: 3530.901367
	Iteration 19Q: 3 clusters Score -2751292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -2751296.750000 Penalty: 3530.901367
	Iteration 20F: 3 clusters Score -2751297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -2751297.000000 Penalty: 3530.901367
	Iteration 21Q: 3 clusters Score -2751297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -2751303.000000 Penalty: 3530.901367
	Iteration 22Q: 3 clusters Score -2751303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -2751305.750000 Penalty: 3530.901367
	Iteration 23Q: 3 clusters Score -2751306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -2751309.250000 Penalty: 3530.901367
	Iteration 24Q: 3 clusters Score -2751309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -2751311.000000 Penalty: 3530.901367
	Iteration 25Q: 3 clusters Score -2751311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -2751312.500000 Penalty: 3530.901367
	Iteration 26Q: 3 clusters Score -2751312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -2751312.500000 Penalty: 3530.901367
	Iteration 27F: 3 clusters Score -2751312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -175476.156250 Penalty: 1309.426758
	Iteration 0F: 2 clusters Score -175476.2 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: -172607.859375 Penalty: 2618.853516
	Iteration 0F: 3 clusters Score -172607.9 nChanged 1219
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: -173285.156250 Penalty: 2618.853516
	Iteration 1F: 3 clusters Score -173285.2 nChanged 243
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: -173427.578125 Penalty: 2618.853516
	Iteration 2F: 3 clusters Score -173427.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -173517.906250 Penalty: 2618.853516
	Iteration 3F: 3 clusters Score -173517.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -173580.718750 Penalty: 2618.853516
	Iteration 4Q: 3 clusters Score -173580.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -173611.078125 Penalty: 2618.853516
	Iteration 5Q: 3 clusters Score -173611.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -173632.328125 Penalty: 2618.853516
	Iteration 6Q: 3 clusters Score -173632.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -173648.796875 Penalty: 2618.853516
	Iteration 7Q: 3 clusters Score -173648.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -173662.046875 Penalty: 2618.853516
	Iteration 8Q: 3 clusters Score -173662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -173673.640625 Penalty: 2618.853516
	Iteration 9Q: 3 clusters Score -173673.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -173688.953125 Penalty: 2618.853516
	Iteration 10Q: 3 clusters Score -173689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -173700.703125 Penalty: 2618.853516
	Iteration 11Q: 3 clusters Score -173700.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -173711.312500 Penalty: 2618.853516
	Iteration 12Q: 3 clusters Score -173711.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -173725.296875 Penalty: 2618.853516
	Iteration 13Q: 3 clusters Score -173725.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -173738.109375 Penalty: 2618.853516
	Iteration 14Q: 3 clusters Score -173738.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -173745.593750 Penalty: 2618.853516
	Iteration 15Q: 3 clusters Score -173745.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -173753.984375 Penalty: 2618.853516
	Iteration 16Q: 3 clusters Score -173754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -173758.156250 Penalty: 2618.853516
	Iteration 17Q: 3 clusters Score -173758.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -173766.484375 Penalty: 2618.853516
	Iteration 18Q: 3 clusters Score -173766.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -173774.421875 Penalty: 2618.853516
	Iteration 19Q: 3 clusters Score -173774.4 nChanged 26
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: -173784.109375 Penalty: 2618.853516
	Iteration 20F: 3 clusters Score -173784.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -173792.312500 Penalty: 2618.853516
	Iteration 21Q: 3 clusters Score -173792.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -173802.437500 Penalty: 2618.853516
	Iteration 22Q: 3 clusters Score -173802.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -173815.281250 Penalty: 2618.853516
	Iteration 23Q: 3 clusters Score -173815.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -173830.281250 Penalty: 2618.853516
	Iteration 24Q: 3 clusters Score -173830.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -173841.218750 Penalty: 2618.853516
	Iteration 25Q: 3 clusters Score -173841.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -173853.218750 Penalty: 2618.853516
	Iteration 26Q: 3 clusters Score -173853.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -173865.812500 Penalty: 2618.853516
	Iteration 27Q: 3 clusters Score -173865.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -173871.796875 Penalty: 2618.853516
	Iteration 28Q: 3 clusters Score -173871.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -173880.453125 Penalty: 2618.853516
	Iteration 29Q: 3 clusters Score -173880.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -173890.765625 Penalty: 2618.853516
	Iteration 30Q: 3 clusters Score -173890.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -173903.843750 Penalty: 2618.853516
	Iteration 31Q: 3 clusters Score -173903.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -173924.750000 Penalty: 2618.853516
	Iteration 32Q: 3 clusters Score -173924.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -173952.203125 Penalty: 2618.853516
	Iteration 33Q: 3 clusters Score -173952.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -173967.609375 Penalty: 2618.853516
	Iteration 34Q: 3 clusters Score -173967.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -173987.812500 Penalty: 2618.853516
	Iteration 35Q: 3 clusters Score -173987.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -174013.656250 Penalty: 2618.853516
	Iteration 36Q: 3 clusters Score -174013.7 nChanged 32
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: -174030.984375 Penalty: 2618.853516
	Iteration 37Q: 3 clusters Score -174031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -174045.515625 Penalty: 2618.853516
	Iteration 38Q: 3 clusters Score -174045.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -174057.734375 Penalty: 2618.853516
	Iteration 39Q: 3 clusters Score -174057.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -174068.593750 Penalty: 2618.853516
	Iteration 40F: 3 clusters Score -174068.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -174079.703125 Penalty: 2618.853516
	Iteration 41Q: 3 clusters Score -174079.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -174092.859375 Penalty: 2618.853516
	Iteration 42Q: 3 clusters Score -174092.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -174105.875000 Penalty: 2618.853516
	Iteration 43Q: 3 clusters Score -174105.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -174123.484375 Penalty: 2618.853516
	Iteration 44Q: 3 clusters Score -174123.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174135.453125 Penalty: 2618.853516
	Iteration 45Q: 3 clusters Score -174135.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -174155.031250 Penalty: 2618.853516
	Iteration 46Q: 3 clusters Score -174155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -174171.984375 Penalty: 2618.853516
	Iteration 47Q: 3 clusters Score -174172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -174190.031250 Penalty: 2618.853516
	Iteration 48Q: 3 clusters Score -174190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -174202.921875 Penalty: 2618.853516
	Iteration 49Q: 3 clusters Score -174202.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -174213.328125 Penalty: 2618.853516
	Iteration 50Q: 3 clusters Score -174213.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -174229.375000 Penalty: 2618.853516
	Iteration 51Q: 3 clusters Score -174229.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -174248.546875 Penalty: 2618.853516
	Iteration 52Q: 3 clusters Score -174248.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -174262.218750 Penalty: 2618.853516
	Iteration 53Q: 3 clusters Score -174262.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -174275.765625 Penalty: 2618.853516
	Iteration 54Q: 3 clusters Score -174275.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -174287.328125 Penalty: 2618.853516
	Iteration 55Q: 3 clusters Score -174287.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -174297.187500 Penalty: 2618.853516
	Iteration 56Q: 3 clusters Score -174297.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -174305.234375 Penalty: 2618.853516
	Iteration 57Q: 3 clusters Score -174305.2 nChanged 10
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: -174315.484375 Penalty: 2618.853516
	Iteration 58Q: 3 clusters Score -174315.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -174323.750000 Penalty: 2618.853516
	Iteration 59Q: 3 clusters Score -174323.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -174334.609375 Penalty: 2618.853516
	Iteration 60F: 3 clusters Score -174334.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -174343.265625 Penalty: 2618.853516
	Iteration 61Q: 3 clusters Score -174343.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -174347.140625 Penalty: 2618.853516
	Iteration 62Q: 3 clusters Score -174347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -174351.015625 Penalty: 2618.853516
	Iteration 63Q: 3 clusters Score -174351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -174355.406250 Penalty: 2618.853516
	Iteration 64Q: 3 clusters Score -174355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -174358.828125 Penalty: 2618.853516
	Iteration 65Q: 3 clusters Score -174358.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -174367.312500 Penalty: 2618.853516
	Iteration 66Q: 3 clusters Score -174367.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -174372.218750 Penalty: 2618.853516
	Iteration 67Q: 3 clusters Score -174372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -174374.640625 Penalty: 2618.853516
	Iteration 68Q: 3 clusters Score -174374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -174375.984375 Penalty: 2618.853516
	Iteration 69Q: 3 clusters Score -174376 nChanged 3
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: -174378.000000 Penalty: 2618.853516
	Iteration 70Q: 3 clusters Score -174378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -174378.609375 Penalty: 2618.853516
	Iteration 71Q: 3 clusters Score -174378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -174379.593750 Penalty: 2618.853516
	Iteration 72Q: 3 clusters Score -174379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -174379.593750 Penalty: 2618.853516
	Iteration 73F: 3 clusters Score -174379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Entering Unmasked Estep 
Score: -545214.187500 Penalty: 1511.946533
	Iteration 0F: 2 clusters Score -545214.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -537413.437500 Penalty: 3023.893066
	Iteration 0F: 3 clusters Score -537413.4 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -539913.062500 Penalty: 3023.893066
	Iteration 1F: 3 clusters Score -539913.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -540126.437500 Penalty: 3023.893066
	Iteration 2F: 3 clusters Score -540126.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -540270.375000 Penalty: 3023.893066
	Iteration 3Q: 3 clusters Score -540270.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -540370.937500 Penalty: 3023.893066
	Iteration 4Q: 3 clusters Score -540370.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -540455.562500 Penalty: 3023.893066
	Iteration 5Q: 3 clusters Score -540455.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -540522.750000 Penalty: 3023.893066
	Iteration 6Q: 3 clusters Score -540522.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -540585.687500 Penalty: 3023.893066
	Iteration 7Q: 3 clusters Score -540585.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -540647.937500 Penalty: 3023.893066
	Iteration 8Q: 3 clusters Score -540647.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -540698.500000 Penalty: 3023.893066
	Iteration 9Q: 3 clusters Score -540698.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -540740.562500 Penalty: 3023.893066
	Iteration 10Q: 3 clusters Score -540740.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -540777.687500 Penalty: 3023.893066
	Iteration 11Q: 3 clusters Score -540777.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -540814.187500 Penalty: 3023.893066
	Iteration 12Q: 3 clusters Score -540814.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -540855.500000 Penalty: 3023.893066
	Iteration 13Q: 3 clusters Score -540855.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -540897.562500 Penalty: 3023.893066
	Iteration 14Q: 3 clusters Score -540897.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -540952.250000 Penalty: 3023.893066
	Iteration 15Q: 3 clusters Score -540952.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -541013.750000 Penalty: 3023.893066
	Iteration 16Q: 3 clusters Score -541013.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -541086.250000 Penalty: 3023.893066
	Iteration 17Q: 3 clusters Score -541086.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -541175.312500 Penalty: 3023.893066
	Iteration 18Q: 3 clusters Score -541175.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -541290.125000 Penalty: 3023.893066
	Iteration 19Q: 3 clusters Score -541290.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -541460.687500 Penalty: 3023.893066
	Iteration 20F: 3 clusters Score -541460.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -541684.562500 Penalty: 3023.893066
	Iteration 21Q: 3 clusters Score -541684.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -541972.312500 Penalty: 3023.893066
	Iteration 22Q: 3 clusters Score -541972.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -542241.875000 Penalty: 3023.893066
	Iteration 23Q: 3 clusters Score -542241.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -542456.437500 Penalty: 3023.893066
	Iteration 24Q: 3 clusters Score -542456.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -542612.812500 Penalty: 3023.893066
	Iteration 25Q: 3 clusters Score -542612.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -542749.375000 Penalty: 3023.893066
	Iteration 26Q: 3 clusters Score -542749.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -542867.312500 Penalty: 3023.893066
	Iteration 27Q: 3 clusters Score -542867.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -542980.687500 Penalty: 3023.893066
	Iteration 28Q: 3 clusters Score -542980.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -543063.937500 Penalty: 3023.893066
	Iteration 29Q: 3 clusters Score -543063.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -543142.187500 Penalty: 3023.893066
	Iteration 30Q: 3 clusters Score -543142.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -543238.125000 Penalty: 3023.893066
	Iteration 31Q: 3 clusters Score -543238.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -543327.625000 Penalty: 3023.893066
	Iteration 32Q: 3 clusters Score -543327.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -543410.625000 Penalty: 3023.893066
	Iteration 33Q: 3 clusters Score -543410.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -543479.687500 Penalty: 3023.893066
	Iteration 34Q: 3 clusters Score -543479.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -543537.312500 Penalty: 3023.893066
	Iteration 35Q: 3 clusters Score -543537.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -543589.625000 Penalty: 3023.893066
	Iteration 36Q: 3 clusters Score -543589.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -543636.312500 Penalty: 3023.893066
	Iteration 37Q: 3 clusters Score -543636.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -543686.875000 Penalty: 3023.893066
	Iteration 38Q: 3 clusters Score -543686.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -543736.750000 Penalty: 3023.893066
	Iteration 39Q: 3 clusters Score -543736.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -543767.750000 Penalty: 3023.893066
	Iteration 40F: 3 clusters Score -543767.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -543794.625000 Penalty: 3023.893066
	Iteration 41Q: 3 clusters Score -543794.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -543817.500000 Penalty: 3023.893066
	Iteration 42Q: 3 clusters Score -543817.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -543835.562500 Penalty: 3023.893066
	Iteration 43Q: 3 clusters Score -543835.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -543842.937500 Penalty: 3023.893066
	Iteration 44Q: 3 clusters Score -543842.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -543848.750000 Penalty: 3023.893066
	Iteration 45Q: 3 clusters Score -543848.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -543852.250000 Penalty: 3023.893066
	Iteration 46Q: 3 clusters Score -543852.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -543856.250000 Penalty: 3023.893066
	Iteration 47Q: 3 clusters Score -543856.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -543859.062500 Penalty: 3023.893066
	Iteration 48Q: 3 clusters Score -543859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -543862.937500 Penalty: 3023.893066
	Iteration 49Q: 3 clusters Score -543862.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -543868.875000 Penalty: 3023.893066
	Iteration 50Q: 3 clusters Score -543868.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -543873.625000 Penalty: 3023.893066
	Iteration 51Q: 3 clusters Score -543873.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -543877.437500 Penalty: 3023.893066
	Iteration 52Q: 3 clusters Score -543877.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -543881.687500 Penalty: 3023.893066
	Iteration 53Q: 3 clusters Score -543881.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -543885.125000 Penalty: 3023.893066
	Iteration 54Q: 3 clusters Score -543885.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -543886.187500 Penalty: 3023.893066
	Iteration 55Q: 3 clusters Score -543886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -543887.562500 Penalty: 3023.893066
	Iteration 56Q: 3 clusters Score -543887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -543889.562500 Penalty: 3023.893066
	Iteration 57Q: 3 clusters Score -543889.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -543892.375000 Penalty: 3023.893066
	Iteration 58Q: 3 clusters Score -543892.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -543895.000000 Penalty: 3023.893066
	Iteration 59Q: 3 clusters Score -543895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -543895.937500 Penalty: 3023.893066
	Iteration 60F: 3 clusters Score -543895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -543898.187500 Penalty: 3023.893066
	Iteration 61Q: 3 clusters Score -543898.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -543899.875000 Penalty: 3023.893066
	Iteration 62Q: 3 clusters Score -543899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -543902.500000 Penalty: 3023.893066
	Iteration 63Q: 3 clusters Score -543902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -543903.875000 Penalty: 3023.893066
	Iteration 64Q: 3 clusters Score -543903.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -543904.937500 Penalty: 3023.893066
	Iteration 65Q: 3 clusters Score -543904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -543905.375000 Penalty: 3023.893066
	Iteration 66Q: 3 clusters Score -543905.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -543906.187500 Penalty: 3023.893066
	Iteration 67Q: 3 clusters Score -543906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -543909.625000 Penalty: 3023.893066
	Iteration 68Q: 3 clusters Score -543909.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -543911.125000 Penalty: 3023.893066
	Iteration 69Q: 3 clusters Score -543911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -543912.625000 Penalty: 3023.893066
	Iteration 70Q: 3 clusters Score -543912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -543914.687500 Penalty: 3023.893066
	Iteration 71Q: 3 clusters Score -543914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -543916.187500 Penalty: 3023.893066
	Iteration 72Q: 3 clusters Score -543916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -543916.500000 Penalty: 3023.893066
	Iteration 73Q: 3 clusters Score -543916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -543917.937500 Penalty: 3023.893066
	Iteration 74Q: 3 clusters Score -543917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -543917.937500 Penalty: 3023.893066
	Iteration 75F: 3 clusters Score -543917.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Entering Unmasked Estep 
Score: -292059.968750 Penalty: 1396.820679
	Iteration 0F: 2 clusters Score -292060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -287844.156250 Penalty: 2793.641357
	Iteration 0F: 3 clusters Score -287844.2 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -289038.843750 Penalty: 2793.641357
	Iteration 1F: 3 clusters Score -289038.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -289279.218750 Penalty: 2793.641357
	Iteration 2F: 3 clusters Score -289279.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -289486.843750 Penalty: 2793.641357
	Iteration 3F: 3 clusters Score -289486.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -289684.156250 Penalty: 2793.641357
	Iteration 4F: 3 clusters Score -289684.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -289899.812500 Penalty: 2793.641357
	Iteration 5Q: 3 clusters Score -289899.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -290148.437500 Penalty: 2793.641357
	Iteration 6F: 3 clusters Score -290148.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -290359.406250 Penalty: 2793.641357
	Iteration 7Q: 3 clusters Score -290359.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -290514.437500 Penalty: 2793.641357
	Iteration 8Q: 3 clusters Score -290514.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -290623.281250 Penalty: 2793.641357
	Iteration 9Q: 3 clusters Score -290623.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -290699.031250 Penalty: 2793.641357
	Iteration 10Q: 3 clusters Score -290699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -290756.250000 Penalty: 2793.641357
	Iteration 11Q: 3 clusters Score -290756.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -290782.250000 Penalty: 2793.641357
	Iteration 12Q: 3 clusters Score -290782.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -290793.125000 Penalty: 2793.641357
	Iteration 13Q: 3 clusters Score -290793.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -290810.531250 Penalty: 2793.641357
	Iteration 14Q: 3 clusters Score -290810.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -290821.812500 Penalty: 2793.641357
	Iteration 15Q: 3 clusters Score -290821.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -290834.031250 Penalty: 2793.641357
	Iteration 16Q: 3 clusters Score -290834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -290839.531250 Penalty: 2793.641357
	Iteration 17Q: 3 clusters Score -290839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -290844.843750 Penalty: 2793.641357
	Iteration 18Q: 3 clusters Score -290844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -290847.062500 Penalty: 2793.641357
	Iteration 19Q: 3 clusters Score -290847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -290850.156250 Penalty: 2793.641357
	Iteration 20F: 3 clusters Score -290850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -290850.437500 Penalty: 2793.641357
	Iteration 21Q: 3 clusters Score -290850.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -290850.437500 Penalty: 2793.641357
	Iteration 22F: 3 clusters Score -290850.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Entering Unmasked Estep 
Score: -2642015.500000 Penalty: 1758.269165
	Iteration 0F: 2 clusters Score -2642016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -2608438.500000 Penalty: 3516.538330
	Iteration 0F: 3 clusters Score -2608438 nChanged 23463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -2621665.750000 Penalty: 3516.538330
	Iteration 1F: 3 clusters Score -2621666 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -2622046.000000 Penalty: 3516.538330
	Iteration 2Q: 3 clusters Score -2622046 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -2622467.000000 Penalty: 3516.538330
	Iteration 3Q: 3 clusters Score -2622467 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -2622984.750000 Penalty: 3516.538330
	Iteration 4Q: 3 clusters Score -2622985 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -2623689.750000 Penalty: 3516.538330
	Iteration 5Q: 3 clusters Score -2623690 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -2624754.500000 Penalty: 3516.538330
	Iteration 6Q: 3 clusters Score -2624754 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -2626336.000000 Penalty: 3516.538330
	Iteration 7F: 3 clusters Score -2626336 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -2628739.250000 Penalty: 3516.538330
	Iteration 8F: 3 clusters Score -2628739 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -2631753.250000 Penalty: 3516.538330
	Iteration 9F: 3 clusters Score -2631753 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -2634754.000000 Penalty: 3516.538330
	Iteration 10F: 3 clusters Score -2634754 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -2637096.750000 Penalty: 3516.538330
	Iteration 11F: 3 clusters Score -2637097 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -2638568.000000 Penalty: 3516.538330
	Iteration 12Q: 3 clusters Score -2638568 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -2639512.000000 Penalty: 3516.538330
	Iteration 13Q: 3 clusters Score -2639512 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -2640112.250000 Penalty: 3516.538330
	Iteration 14Q: 3 clusters Score -2640112 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -2640448.750000 Penalty: 3516.538330
	Iteration 15Q: 3 clusters Score -2640449 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -2640627.750000 Penalty: 3516.538330
	Iteration 16Q: 3 clusters Score -2640628 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -2640736.750000 Penalty: 3516.538330
	Iteration 17Q: 3 clusters Score -2640737 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -2640785.500000 Penalty: 3516.538330
	Iteration 18Q: 3 clusters Score -2640786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -2640816.500000 Penalty: 3516.538330
	Iteration 19Q: 3 clusters Score -2640816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -2640838.750000 Penalty: 3516.538330
	Iteration 20F: 3 clusters Score -2640839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -2640853.500000 Penalty: 3516.538330
	Iteration 21Q: 3 clusters Score -2640854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -2640868.750000 Penalty: 3516.538330
	Iteration 22Q: 3 clusters Score -2640869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -2640872.000000 Penalty: 3516.538330
	Iteration 23Q: 3 clusters Score -2640872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -2640881.500000 Penalty: 3516.538330
	Iteration 24Q: 3 clusters Score -2640882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -2640885.250000 Penalty: 3516.538330
	Iteration 25Q: 3 clusters Score -2640885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -2640892.250000 Penalty: 3516.538330
	Iteration 26Q: 3 clusters Score -2640892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -2640897.750000 Penalty: 3516.538330
	Iteration 27Q: 3 clusters Score -2640898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -2640899.250000 Penalty: 3516.538330
	Iteration 28Q: 3 clusters Score -2640899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -2640902.500000 Penalty: 3516.538330
	Iteration 29Q: 3 clusters Score -2640902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -2640901.000000 Penalty: 3516.538330
	Iteration 30Q: 3 clusters Score -2640901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -2640907.000000 Penalty: 3516.538330
	Iteration 31Q: 3 clusters Score -2640907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -2640910.500000 Penalty: 3516.538330
	Iteration 32Q: 3 clusters Score -2640910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -2640916.000000 Penalty: 3516.538330
	Iteration 33Q: 3 clusters Score -2640916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -2640917.250000 Penalty: 3516.538330
	Iteration 34Q: 3 clusters Score -2640917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -2640920.000000 Penalty: 3516.538330
	Iteration 35Q: 3 clusters Score -2640920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -2640919.750000 Penalty: 3516.538330
	Iteration 36Q: 3 clusters Score -2640920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -2640920.750000 Penalty: 3516.538330
	Iteration 37Q: 3 clusters Score -2640921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -2640922.000000 Penalty: 3516.538330
	Iteration 38Q: 3 clusters Score -2640922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -2640922.000000 Penalty: 3516.538330
	Iteration 39F: 3 clusters Score -2640922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Entering Unmasked Estep 
Score: -2200563.250000 Penalty: 1727.617920
	Iteration 0F: 2 clusters Score -2200563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2172841.500000 Penalty: 3455.235840
	Iteration 0F: 3 clusters Score -2172842 nChanged 19222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2183559.250000 Penalty: 3455.235840
	Iteration 1F: 3 clusters Score -2183559 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2183999.500000 Penalty: 3455.235840
	Iteration 2Q: 3 clusters Score -2184000 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2184601.750000 Penalty: 3455.235840
	Iteration 3Q: 3 clusters Score -2184602 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -2185421.750000 Penalty: 3455.235840
	Iteration 4Q: 3 clusters Score -2185422 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -2186715.500000 Penalty: 3455.235840
	Iteration 5F: 3 clusters Score -2186716 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -2188792.250000 Penalty: 3455.235840
	Iteration 6F: 3 clusters Score -2188792 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -2191732.250000 Penalty: 3455.235840
	Iteration 7F: 3 clusters Score -2191732 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -2194913.250000 Penalty: 3455.235840
	Iteration 8F: 3 clusters Score -2194913 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -2197140.500000 Penalty: 3455.235840
	Iteration 9F: 3 clusters Score -2197140 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -2198259.500000 Penalty: 3455.235840
	Iteration 10Q: 3 clusters Score -2198260 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -2198729.250000 Penalty: 3455.235840
	Iteration 11Q: 3 clusters Score -2198729 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -2198916.000000 Penalty: 3455.235840
	Iteration 12Q: 3 clusters Score -2198916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -2198991.750000 Penalty: 3455.235840
	Iteration 13Q: 3 clusters Score -2198992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -2199031.000000 Penalty: 3455.235840
	Iteration 14Q: 3 clusters Score -2199031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -2199046.250000 Penalty: 3455.235840
	Iteration 15Q: 3 clusters Score -2199046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -2199061.000000 Penalty: 3455.235840
	Iteration 16Q: 3 clusters Score -2199061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -2199069.750000 Penalty: 3455.235840
	Iteration 17Q: 3 clusters Score -2199070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -2199074.500000 Penalty: 3455.235840
	Iteration 18Q: 3 clusters Score -2199074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -2199079.500000 Penalty: 3455.235840
	Iteration 19Q: 3 clusters Score -2199080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -2199081.500000 Penalty: 3455.235840
	Iteration 20F: 3 clusters Score -2199082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -2199080.750000 Penalty: 3455.235840
	Iteration 21Q: 3 clusters Score -2199081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -2199080.750000 Penalty: 3455.235840
	Iteration 22F: 3 clusters Score -2199081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -69030.117188 Penalty: 1184.450684
	Iteration 0F: 2 clusters Score -69030.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -67278.351562 Penalty: 2368.901367
	Iteration 0F: 3 clusters Score -67278.35 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -67625.125000 Penalty: 2368.901367
	Iteration 1F: 3 clusters Score -67625.12 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -67726.742188 Penalty: 2368.901367
	Iteration 2F: 3 clusters Score -67726.74 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -67790.640625 Penalty: 2368.901367
	Iteration 3F: 3 clusters Score -67790.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -67826.437500 Penalty: 2368.901367
	Iteration 4Q: 3 clusters Score -67826.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -67860.500000 Penalty: 2368.901367
	Iteration 5Q: 3 clusters Score -67860.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -67888.718750 Penalty: 2368.901367
	Iteration 6Q: 3 clusters Score -67888.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -67919.054688 Penalty: 2368.901367
	Iteration 7Q: 3 clusters Score -67919.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -67953.296875 Penalty: 2368.901367
	Iteration 8Q: 3 clusters Score -67953.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -67972.765625 Penalty: 2368.901367
	Iteration 9Q: 3 clusters Score -67972.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -67987.000000 Penalty: 2368.901367
	Iteration 10Q: 3 clusters Score -67987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -67996.835938 Penalty: 2368.901367
	Iteration 11Q: 3 clusters Score -67996.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -68008.492188 Penalty: 2368.901367
	Iteration 12Q: 3 clusters Score -68008.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -68022.593750 Penalty: 2368.901367
	Iteration 13Q: 3 clusters Score -68022.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -68035.445312 Penalty: 2368.901367
	Iteration 14Q: 3 clusters Score -68035.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -68047.898438 Penalty: 2368.901367
	Iteration 15Q: 3 clusters Score -68047.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -68057.351562 Penalty: 2368.901367
	Iteration 16Q: 3 clusters Score -68057.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -68065.750000 Penalty: 2368.901367
	Iteration 17Q: 3 clusters Score -68065.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -68073.164062 Penalty: 2368.901367
	Iteration 18Q: 3 clusters Score -68073.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -68080.109375 Penalty: 2368.901367
	Iteration 19Q: 3 clusters Score -68080.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -68089.664062 Penalty: 2368.901367
	Iteration 20F: 3 clusters Score -68089.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -68094.585938 Penalty: 2368.901367
	Iteration 21Q: 3 clusters Score -68094.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -68101.984375 Penalty: 2368.901367
	Iteration 22Q: 3 clusters Score -68101.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -68114.507812 Penalty: 2368.901367
	Iteration 23Q: 3 clusters Score -68114.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -68124.968750 Penalty: 2368.901367
	Iteration 24Q: 3 clusters Score -68124.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -68135.015625 Penalty: 2368.901367
	Iteration 25Q: 3 clusters Score -68135.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -68146.625000 Penalty: 2368.901367
	Iteration 26Q: 3 clusters Score -68146.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -68156.929688 Penalty: 2368.901367
	Iteration 27Q: 3 clusters Score -68156.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -68164.156250 Penalty: 2368.901367
	Iteration 28Q: 3 clusters Score -68164.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -68166.851562 Penalty: 2368.901367
	Iteration 29Q: 3 clusters Score -68166.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -68168.742188 Penalty: 2368.901367
	Iteration 30Q: 3 clusters Score -68168.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -68169.140625 Penalty: 2368.901367
	Iteration 31Q: 3 clusters Score -68169.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -68169.507812 Penalty: 2368.901367
	Iteration 32Q: 3 clusters Score -68169.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -68170.671875 Penalty: 2368.901367
	Iteration 33Q: 3 clusters Score -68170.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -68170.671875 Penalty: 2368.901367
	Iteration 34F: 3 clusters Score -68170.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Entering Unmasked Estep 
Score: -505961.156250 Penalty: 1487.951172
	Iteration 0F: 2 clusters Score -505961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -499148.187500 Penalty: 2975.902344
	Iteration 0F: 3 clusters Score -499148.2 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -501283.062500 Penalty: 2975.902344
	Iteration 1F: 3 clusters Score -501283.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -501512.812500 Penalty: 2975.902344
	Iteration 2F: 3 clusters Score -501512.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -501660.531250 Penalty: 2975.902344
	Iteration 3Q: 3 clusters Score -501660.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -501795.187500 Penalty: 2975.902344
	Iteration 4Q: 3 clusters Score -501795.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -501931.750000 Penalty: 2975.902344
	Iteration 5Q: 3 clusters Score -501931.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -502044.031250 Penalty: 2975.902344
	Iteration 6Q: 3 clusters Score -502044 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -502177.343750 Penalty: 2975.902344
	Iteration 7Q: 3 clusters Score -502177.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -502341.406250 Penalty: 2975.902344
	Iteration 8Q: 3 clusters Score -502341.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -502526.125000 Penalty: 2975.902344
	Iteration 9Q: 3 clusters Score -502526.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -502738.625000 Penalty: 2975.902344
	Iteration 10Q: 3 clusters Score -502738.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -502965.750000 Penalty: 2975.902344
	Iteration 11Q: 3 clusters Score -502965.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -503205.437500 Penalty: 2975.902344
	Iteration 12Q: 3 clusters Score -503205.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -503429.187500 Penalty: 2975.902344
	Iteration 13Q: 3 clusters Score -503429.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -503626.218750 Penalty: 2975.902344
	Iteration 14Q: 3 clusters Score -503626.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -503785.937500 Penalty: 2975.902344
	Iteration 15Q: 3 clusters Score -503785.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -503908.875000 Penalty: 2975.902344
	Iteration 16Q: 3 clusters Score -503908.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -504011.062500 Penalty: 2975.902344
	Iteration 17Q: 3 clusters Score -504011.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -504083.281250 Penalty: 2975.902344
	Iteration 18Q: 3 clusters Score -504083.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -504137.593750 Penalty: 2975.902344
	Iteration 19Q: 3 clusters Score -504137.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -504185.750000 Penalty: 2975.902344
	Iteration 20F: 3 clusters Score -504185.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -504230.843750 Penalty: 2975.902344
	Iteration 21Q: 3 clusters Score -504230.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -504286.375000 Penalty: 2975.902344
	Iteration 22Q: 3 clusters Score -504286.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -504334.218750 Penalty: 2975.902344
	Iteration 23Q: 3 clusters Score -504334.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -504364.781250 Penalty: 2975.902344
	Iteration 24Q: 3 clusters Score -504364.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -504386.125000 Penalty: 2975.902344
	Iteration 25Q: 3 clusters Score -504386.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -504401.093750 Penalty: 2975.902344
	Iteration 26Q: 3 clusters Score -504401.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -504417.031250 Penalty: 2975.902344
	Iteration 27Q: 3 clusters Score -504417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -504435.468750 Penalty: 2975.902344
	Iteration 28Q: 3 clusters Score -504435.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -504451.906250 Penalty: 2975.902344
	Iteration 29Q: 3 clusters Score -504451.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -504467.781250 Penalty: 2975.902344
	Iteration 30Q: 3 clusters Score -504467.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -504493.125000 Penalty: 2975.902344
	Iteration 31Q: 3 clusters Score -504493.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -504522.437500 Penalty: 2975.902344
	Iteration 32Q: 3 clusters Score -504522.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -504542.593750 Penalty: 2975.902344
	Iteration 33Q: 3 clusters Score -504542.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -504560.281250 Penalty: 2975.902344
	Iteration 34Q: 3 clusters Score -504560.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -504574.031250 Penalty: 2975.902344
	Iteration 35Q: 3 clusters Score -504574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -504597.125000 Penalty: 2975.902344
	Iteration 36Q: 3 clusters Score -504597.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -504616.968750 Penalty: 2975.902344
	Iteration 37Q: 3 clusters Score -504617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -504625.000000 Penalty: 2975.902344
	Iteration 38Q: 3 clusters Score -504625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -504638.781250 Penalty: 2975.902344
	Iteration 39Q: 3 clusters Score -504638.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -504647.875000 Penalty: 2975.902344
	Iteration 40F: 3 clusters Score -504647.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -504651.625000 Penalty: 2975.902344
	Iteration 41Q: 3 clusters Score -504651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -504655.562500 Penalty: 2975.902344
	Iteration 42Q: 3 clusters Score -504655.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -504662.562500 Penalty: 2975.902344
	Iteration 43Q: 3 clusters Score -504662.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -504668.500000 Penalty: 2975.902344
	Iteration 44Q: 3 clusters Score -504668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -504673.218750 Penalty: 2975.902344
	Iteration 45Q: 3 clusters Score -504673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -504676.812500 Penalty: 2975.902344
	Iteration 46Q: 3 clusters Score -504676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -504681.031250 Penalty: 2975.902344
	Iteration 47Q: 3 clusters Score -504681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -504683.687500 Penalty: 2975.902344
	Iteration 48Q: 3 clusters Score -504683.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -504688.875000 Penalty: 2975.902344
	Iteration 49Q: 3 clusters Score -504688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -504692.562500 Penalty: 2975.902344
	Iteration 50Q: 3 clusters Score -504692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -504697.218750 Penalty: 2975.902344
	Iteration 51Q: 3 clusters Score -504697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -504699.468750 Penalty: 2975.902344
	Iteration 52Q: 3 clusters Score -504699.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -504701.406250 Penalty: 2975.902344
	Iteration 53Q: 3 clusters Score -504701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -504702.750000 Penalty: 2975.902344
	Iteration 54Q: 3 clusters Score -504702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -504703.625000 Penalty: 2975.902344
	Iteration 55Q: 3 clusters Score -504703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -504705.125000 Penalty: 2975.902344
	Iteration 56Q: 3 clusters Score -504705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -504706.500000 Penalty: 2975.902344
	Iteration 57Q: 3 clusters Score -504706.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -504707.875000 Penalty: 2975.902344
	Iteration 58Q: 3 clusters Score -504707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -504711.218750 Penalty: 2975.902344
	Iteration 59Q: 3 clusters Score -504711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -504714.437500 Penalty: 2975.902344
	Iteration 60F: 3 clusters Score -504714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -504718.437500 Penalty: 2975.902344
	Iteration 61Q: 3 clusters Score -504718.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -504723.437500 Penalty: 2975.902344
	Iteration 62Q: 3 clusters Score -504723.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -504726.500000 Penalty: 2975.902344
	Iteration 63Q: 3 clusters Score -504726.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -504727.531250 Penalty: 2975.902344
	Iteration 64Q: 3 clusters Score -504727.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -504728.593750 Penalty: 2975.902344
	Iteration 65Q: 3 clusters Score -504728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -504728.750000 Penalty: 2975.902344
	Iteration 66Q: 3 clusters Score -504728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -504729.343750 Penalty: 2975.902344
	Iteration 67Q: 3 clusters Score -504729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -504729.468750 Penalty: 2975.902344
	Iteration 68Q: 3 clusters Score -504729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -504730.468750 Penalty: 2975.902344
	Iteration 69Q: 3 clusters Score -504730.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -504731.437500 Penalty: 2975.902344
	Iteration 70Q: 3 clusters Score -504731.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -504731.437500 Penalty: 2975.902344
	Iteration 71F: 3 clusters Score -504731.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Entering Unmasked Estep 
Score: -1314521.625000 Penalty: 1645.674927
	Iteration 0F: 2 clusters Score -1314522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1297609.500000 Penalty: 3291.349854
	Iteration 0F: 3 clusters Score -1297610 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1304055.250000 Penalty: 3291.349854
	Iteration 1F: 3 clusters Score -1304055 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1304742.125000 Penalty: 3291.349854
	Iteration 2F: 3 clusters Score -1304742 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1305526.125000 Penalty: 3291.349854
	Iteration 3F: 3 clusters Score -1305526 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1306419.500000 Penalty: 3291.349854
	Iteration 4F: 3 clusters Score -1306420 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1307582.500000 Penalty: 3291.349854
	Iteration 5F: 3 clusters Score -1307582 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1308995.750000 Penalty: 3291.349854
	Iteration 6F: 3 clusters Score -1308996 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1310427.625000 Penalty: 3291.349854
	Iteration 7F: 3 clusters Score -1310428 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1311453.750000 Penalty: 3291.349854
	Iteration 8F: 3 clusters Score -1311454 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1312072.750000 Penalty: 3291.349854
	Iteration 9Q: 3 clusters Score -1312073 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1312472.375000 Penalty: 3291.349854
	Iteration 10Q: 3 clusters Score -1312472 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -1312779.500000 Penalty: 3291.349854
	Iteration 11Q: 3 clusters Score -1312780 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -1313051.875000 Penalty: 3291.349854
	Iteration 12Q: 3 clusters Score -1313052 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1313297.375000 Penalty: 3291.349854
	Iteration 13Q: 3 clusters Score -1313297 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -1313528.250000 Penalty: 3291.349854
	Iteration 14Q: 3 clusters Score -1313528 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -1313750.750000 Penalty: 3291.349854
	Iteration 15Q: 3 clusters Score -1313751 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -1313920.000000 Penalty: 3291.349854
	Iteration 16Q: 3 clusters Score -1313920 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -1314055.125000 Penalty: 3291.349854
	Iteration 17Q: 3 clusters Score -1314055 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -1314157.000000 Penalty: 3291.349854
	Iteration 18Q: 3 clusters Score -1314157 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -1314221.125000 Penalty: 3291.349854
	Iteration 19Q: 3 clusters Score -1314221 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -1314276.625000 Penalty: 3291.349854
	Iteration 20F: 3 clusters Score -1314277 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -1314317.625000 Penalty: 3291.349854
	Iteration 21Q: 3 clusters Score -1314318 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -1314352.625000 Penalty: 3291.349854
	Iteration 22Q: 3 clusters Score -1314353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -1314374.875000 Penalty: 3291.349854
	Iteration 23Q: 3 clusters Score -1314375 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -1314390.375000 Penalty: 3291.349854
	Iteration 24Q: 3 clusters Score -1314390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -1314415.875000 Penalty: 3291.349854
	Iteration 25Q: 3 clusters Score -1314416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -1314424.125000 Penalty: 3291.349854
	Iteration 26Q: 3 clusters Score -1314424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -1314433.500000 Penalty: 3291.349854
	Iteration 27Q: 3 clusters Score -1314434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -1314444.375000 Penalty: 3291.349854
	Iteration 28Q: 3 clusters Score -1314444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -1314448.250000 Penalty: 3291.349854
	Iteration 29Q: 3 clusters Score -1314448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -1314452.625000 Penalty: 3291.349854
	Iteration 30Q: 3 clusters Score -1314453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -1314457.000000 Penalty: 3291.349854
	Iteration 31Q: 3 clusters Score -1314457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -1314457.750000 Penalty: 3291.349854
	Iteration 32Q: 3 clusters Score -1314458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -1314458.750000 Penalty: 3291.349854
	Iteration 33Q: 3 clusters Score -1314459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -1314463.375000 Penalty: 3291.349854
	Iteration 34Q: 3 clusters Score -1314463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -1314464.250000 Penalty: 3291.349854
	Iteration 35Q: 3 clusters Score -1314464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -1314465.500000 Penalty: 3291.349854
	Iteration 36Q: 3 clusters Score -1314466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -1314465.500000 Penalty: 3291.349854
	Iteration 37F: 3 clusters Score -1314466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (189237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189237 members 
Entering Unmasked Estep 
Score: -9606538.000000 Penalty: 1974.497803
	Iteration 0F: 2 clusters Score -9606538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94564 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -9479312.000000 Penalty: 3948.995605
	Iteration 0F: 3 clusters Score -9479312 nChanged 91526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -9534394.000000 Penalty: 3948.995605
	Iteration 1F: 3 clusters Score -9534394 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -9536105.000000 Penalty: 3948.995605
	Iteration 2Q: 3 clusters Score -9536105 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89134 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -9538737.000000 Penalty: 3948.995605
	Iteration 3Q: 3 clusters Score -9538737 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85349 members 
Mstep: Class 2 contains 103888 members 
Entering Unmasked Estep 
Score: -9542669.000000 Penalty: 3948.995605
	Iteration 4Q: 3 clusters Score -9542669 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Mstep: Class 2 contains 109376 members 
Entering Unmasked Estep 
Score: -9548525.000000 Penalty: 3948.995605
	Iteration 5F: 3 clusters Score -9548525 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
Score: -9556944.000000 Penalty: 3948.995605
	Iteration 6F: 3 clusters Score -9556944 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 124742 members 
Entering Unmasked Estep 
Score: -9567541.000000 Penalty: 3948.995605
	Iteration 7F: 3 clusters Score -9567541 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 132307 members 
Entering Unmasked Estep 
Score: -9577357.000000 Penalty: 3948.995605
	Iteration 8F: 3 clusters Score -9577357 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 138381 members 
Entering Unmasked Estep 
Score: -9583599.000000 Penalty: 3948.995605
	Iteration 9Q: 3 clusters Score -9583599 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 143395 members 
Entering Unmasked Estep 
Score: -9587124.000000 Penalty: 3948.995605
	Iteration 10Q: 3 clusters Score -9587124 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -9589754.000000 Penalty: 3948.995605
	Iteration 11Q: 3 clusters Score -9589754 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 152380 members 
Entering Unmasked Estep 
Score: -9592032.000000 Penalty: 3948.995605
	Iteration 12Q: 3 clusters Score -9592032 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 156362 members 
Entering Unmasked Estep 
Score: -9594077.000000 Penalty: 3948.995605
	Iteration 13Q: 3 clusters Score -9594077 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 159931 members 
Entering Unmasked Estep 
Score: -9595950.000000 Penalty: 3948.995605
	Iteration 14Q: 3 clusters Score -9595950 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -9597600.000000 Penalty: 3948.995605
	Iteration 15Q: 3 clusters Score -9597600 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 166081 members 
Entering Unmasked Estep 
Score: -9598990.000000 Penalty: 3948.995605
	Iteration 16Q: 3 clusters Score -9598990 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 168544 members 
Entering Unmasked Estep 
Score: -9600116.000000 Penalty: 3948.995605
	Iteration 17Q: 3 clusters Score -9600116 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 170677 members 
Entering Unmasked Estep 
Score: -9600942.000000 Penalty: 3948.995605
	Iteration 18Q: 3 clusters Score -9600942 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 172487 members 
Entering Unmasked Estep 
Score: -9601562.000000 Penalty: 3948.995605
	Iteration 19Q: 3 clusters Score -9601562 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 174061 members 
Entering Unmasked Estep 
Score: -9602193.000000 Penalty: 3948.995605
	Iteration 20F: 3 clusters Score -9602193 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 175496 members 
Entering Unmasked Estep 
Score: -9602714.000000 Penalty: 3948.995605
	Iteration 21Q: 3 clusters Score -9602714 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 176738 members 
Entering Unmasked Estep 
Score: -9603168.000000 Penalty: 3948.995605
	Iteration 22Q: 3 clusters Score -9603168 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 177849 members 
Entering Unmasked Estep 
Score: -9603464.000000 Penalty: 3948.995605
	Iteration 23Q: 3 clusters Score -9603464 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 178805 members 
Entering Unmasked Estep 
Score: -9603763.000000 Penalty: 3948.995605
	Iteration 24Q: 3 clusters Score -9603763 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 179654 members 
Entering Unmasked Estep 
Score: -9603989.000000 Penalty: 3948.995605
	Iteration 25Q: 3 clusters Score -9603989 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 180401 members 
Entering Unmasked Estep 
Score: -9604227.000000 Penalty: 3948.995605
	Iteration 26Q: 3 clusters Score -9604227 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 181072 members 
Entering Unmasked Estep 
Score: -9604381.000000 Penalty: 3948.995605
	Iteration 27Q: 3 clusters Score -9604381 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 181675 members 
Entering Unmasked Estep 
Score: -9604487.000000 Penalty: 3948.995605
	Iteration 28Q: 3 clusters Score -9604487 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 182248 members 
Entering Unmasked Estep 
Score: -9604656.000000 Penalty: 3948.995605
	Iteration 29Q: 3 clusters Score -9604656 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 182703 members 
Entering Unmasked Estep 
Score: -9604723.000000 Penalty: 3948.995605
	Iteration 30Q: 3 clusters Score -9604723 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 183077 members 
Entering Unmasked Estep 
Score: -9604861.000000 Penalty: 3948.995605
	Iteration 31Q: 3 clusters Score -9604861 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 183422 members 
Entering Unmasked Estep 
Score: -9604939.000000 Penalty: 3948.995605
	Iteration 32Q: 3 clusters Score -9604939 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 183737 members 
Entering Unmasked Estep 
Score: -9605005.000000 Penalty: 3948.995605
	Iteration 33Q: 3 clusters Score -9605005 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 184013 members 
Entering Unmasked Estep 
Score: -9605033.000000 Penalty: 3948.995605
	Iteration 34Q: 3 clusters Score -9605033 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 184230 members 
Entering Unmasked Estep 
Score: -9605085.000000 Penalty: 3948.995605
	Iteration 35Q: 3 clusters Score -9605085 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 184414 members 
Entering Unmasked Estep 
Score: -9605091.000000 Penalty: 3948.995605
	Iteration 36Q: 3 clusters Score -9605091 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 184571 members 
Entering Unmasked Estep 
Score: -9605116.000000 Penalty: 3948.995605
	Iteration 37Q: 3 clusters Score -9605116 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 184711 members 
Entering Unmasked Estep 
Score: -9605184.000000 Penalty: 3948.995605
	Iteration 38Q: 3 clusters Score -9605184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 184846 members 
Entering Unmasked Estep 
Score: -9605211.000000 Penalty: 3948.995605
	Iteration 39Q: 3 clusters Score -9605211 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 184965 members 
Entering Unmasked Estep 
Score: -9605252.000000 Penalty: 3948.995605
	Iteration 40F: 3 clusters Score -9605252 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 185074 members 
Entering Unmasked Estep 
Score: -9605252.000000 Penalty: 3948.995605
	Iteration 41Q: 3 clusters Score -9605252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 185175 members 
Entering Unmasked Estep 
Score: -9605270.000000 Penalty: 3948.995605
	Iteration 42Q: 3 clusters Score -9605270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 185276 members 
Entering Unmasked Estep 
Score: -9605280.000000 Penalty: 3948.995605
	Iteration 43Q: 3 clusters Score -9605280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 185370 members 
Entering Unmasked Estep 
Score: -9605290.000000 Penalty: 3948.995605
	Iteration 44Q: 3 clusters Score -9605290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 185450 members 
Entering Unmasked Estep 
Score: -9605324.000000 Penalty: 3948.995605
	Iteration 45Q: 3 clusters Score -9605324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 185530 members 
Entering Unmasked Estep 
Score: -9605322.000000 Penalty: 3948.995605
	Iteration 46Q: 3 clusters Score -9605322 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 185612 members 
Entering Unmasked Estep 
Score: -9605301.000000 Penalty: 3948.995605
	Iteration 47Q: 3 clusters Score -9605301 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 185689 members 
Entering Unmasked Estep 
Score: -9605327.000000 Penalty: 3948.995605
	Iteration 48Q: 3 clusters Score -9605327 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 185759 members 
Entering Unmasked Estep 
Score: -9605349.000000 Penalty: 3948.995605
	Iteration 49Q: 3 clusters Score -9605349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 185829 members 
Entering Unmasked Estep 
Score: -9605372.000000 Penalty: 3948.995605
	Iteration 50Q: 3 clusters Score -9605372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 185891 members 
Entering Unmasked Estep 
Score: -9605386.000000 Penalty: 3948.995605
	Iteration 51Q: 3 clusters Score -9605386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 185945 members 
Entering Unmasked Estep 
Score: -9605413.000000 Penalty: 3948.995605
	Iteration 52Q: 3 clusters Score -9605413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 185996 members 
Entering Unmasked Estep 
Score: -9605412.000000 Penalty: 3948.995605
	Iteration 53Q: 3 clusters Score -9605412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 186042 members 
Entering Unmasked Estep 
Score: -9605392.000000 Penalty: 3948.995605
	Iteration 54Q: 3 clusters Score -9605392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 186082 members 
Entering Unmasked Estep 
Score: -9605385.000000 Penalty: 3948.995605
	Iteration 55Q: 3 clusters Score -9605385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 186120 members 
Entering Unmasked Estep 
Score: -9605393.000000 Penalty: 3948.995605
	Iteration 56Q: 3 clusters Score -9605393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 186156 members 
Entering Unmasked Estep 
Score: -9605386.000000 Penalty: 3948.995605
	Iteration 57Q: 3 clusters Score -9605386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 186189 members 
Entering Unmasked Estep 
Score: -9605394.000000 Penalty: 3948.995605
	Iteration 58Q: 3 clusters Score -9605394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 186217 members 
Entering Unmasked Estep 
Score: -9605389.000000 Penalty: 3948.995605
	Iteration 59Q: 3 clusters Score -9605389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 186243 members 
Entering Unmasked Estep 
Score: -9605394.000000 Penalty: 3948.995605
	Iteration 60F: 3 clusters Score -9605394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 186263 members 
Entering Unmasked Estep 
Score: -9605381.000000 Penalty: 3948.995605
	Iteration 61Q: 3 clusters Score -9605381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 186275 members 
Entering Unmasked Estep 
Score: -9605391.000000 Penalty: 3948.995605
	Iteration 62Q: 3 clusters Score -9605391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 186290 members 
Entering Unmasked Estep 
Score: -9605377.000000 Penalty: 3948.995605
	Iteration 63Q: 3 clusters Score -9605377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 186304 members 
Entering Unmasked Estep 
Score: -9605372.000000 Penalty: 3948.995605
	Iteration 64Q: 3 clusters Score -9605372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 186313 members 
Entering Unmasked Estep 
Score: -9605384.000000 Penalty: 3948.995605
	Iteration 65Q: 3 clusters Score -9605384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 186323 members 
Entering Unmasked Estep 
Score: -9605381.000000 Penalty: 3948.995605
	Iteration 66Q: 3 clusters Score -9605381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 186328 members 
Entering Unmasked Estep 
Score: -9605378.000000 Penalty: 3948.995605
	Iteration 67Q: 3 clusters Score -9605378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 186330 members 
Entering Unmasked Estep 
Score: -9605378.000000 Penalty: 3948.995605
	Iteration 68Q: 3 clusters Score -9605378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 186334 members 
Entering Unmasked Estep 
Score: -9605387.000000 Penalty: 3948.995605
	Iteration 69Q: 3 clusters Score -9605387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 186339 members 
Entering Unmasked Estep 
Score: -9605390.000000 Penalty: 3948.995605
	Iteration 70Q: 3 clusters Score -9605390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 186344 members 
Entering Unmasked Estep 
Score: -9605397.000000 Penalty: 3948.995605
	Iteration 71Q: 3 clusters Score -9605397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 186346 members 
Entering Unmasked Estep 
Score: -9605397.000000 Penalty: 3948.995605
	Iteration 72Q: 3 clusters Score -9605397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 186344 members 
Entering Unmasked Estep 
Score: -9605398.000000 Penalty: 3948.995605
	Iteration 73Q: 3 clusters Score -9605398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 186344 members 
Entering Unmasked Estep 
Score: -9605400.000000 Penalty: 3948.995605
	Iteration 74Q: 3 clusters Score -9605400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 186346 members 
Entering Unmasked Estep 
Score: -9605390.000000 Penalty: 3948.995605
	Iteration 75Q: 3 clusters Score -9605390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 186348 members 
Entering Unmasked Estep 
Score: -9605392.000000 Penalty: 3948.995605
	Iteration 76Q: 3 clusters Score -9605392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 186348 members 
Entering Unmasked Estep 
Score: -9605393.000000 Penalty: 3948.995605
	Iteration 77Q: 3 clusters Score -9605393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 186349 members 
Entering Unmasked Estep 
Score: -9605395.000000 Penalty: 3948.995605
	Iteration 78Q: 3 clusters Score -9605395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 186350 members 
Entering Unmasked Estep 
Score: -9605402.000000 Penalty: 3948.995605
	Iteration 79Q: 3 clusters Score -9605402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 186351 members 
Entering Unmasked Estep 
Score: -9605398.000000 Penalty: 3948.995605
	Iteration 80F: 3 clusters Score -9605398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 186352 members 
Entering Unmasked Estep 
Score: -9605395.000000 Penalty: 3948.995605
	Iteration 81Q: 3 clusters Score -9605395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 186353 members 
Entering Unmasked Estep 
Score: -9605399.000000 Penalty: 3948.995605
	Iteration 82Q: 3 clusters Score -9605399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 186353 members 
Entering Unmasked Estep 
Score: -9605399.000000 Penalty: 3948.995605
	Iteration 83F: 3 clusters Score -9605399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Entering Unmasked Estep 
Score: -1134873.750000 Penalty: 1620.675293
	Iteration 0F: 2 clusters Score -1134874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1120266.500000 Penalty: 3241.350586
	Iteration 0F: 3 clusters Score -1120266 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1125553.875000 Penalty: 3241.350586
	Iteration 1F: 3 clusters Score -1125554 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1125972.250000 Penalty: 3241.350586
	Iteration 2F: 3 clusters Score -1125972 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1126406.625000 Penalty: 3241.350586
	Iteration 3F: 3 clusters Score -1126407 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1126884.000000 Penalty: 3241.350586
	Iteration 4F: 3 clusters Score -1126884 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1127498.750000 Penalty: 3241.350586
	Iteration 5F: 3 clusters Score -1127499 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1128373.625000 Penalty: 3241.350586
	Iteration 6F: 3 clusters Score -1128374 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1129473.375000 Penalty: 3241.350586
	Iteration 7F: 3 clusters Score -1129473 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1130761.875000 Penalty: 3241.350586
	Iteration 8F: 3 clusters Score -1130762 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1131945.250000 Penalty: 3241.350586
	Iteration 9F: 3 clusters Score -1131945 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1132776.375000 Penalty: 3241.350586
	Iteration 10Q: 3 clusters Score -1132776 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1133203.000000 Penalty: 3241.350586
	Iteration 11Q: 3 clusters Score -1133203 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1133356.625000 Penalty: 3241.350586
	Iteration 12Q: 3 clusters Score -1133357 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1133443.750000 Penalty: 3241.350586
	Iteration 13Q: 3 clusters Score -1133444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1133490.625000 Penalty: 3241.350586
	Iteration 14Q: 3 clusters Score -1133491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1133520.375000 Penalty: 3241.350586
	Iteration 15Q: 3 clusters Score -1133520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1133545.750000 Penalty: 3241.350586
	Iteration 16Q: 3 clusters Score -1133546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1133569.125000 Penalty: 3241.350586
	Iteration 17Q: 3 clusters Score -1133569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1133579.625000 Penalty: 3241.350586
	Iteration 18Q: 3 clusters Score -1133580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1133586.250000 Penalty: 3241.350586
	Iteration 19Q: 3 clusters Score -1133586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1133591.875000 Penalty: 3241.350586
	Iteration 20F: 3 clusters Score -1133592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1133595.750000 Penalty: 3241.350586
	Iteration 21Q: 3 clusters Score -1133596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1133597.000000 Penalty: 3241.350586
	Iteration 22Q: 3 clusters Score -1133597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1133596.875000 Penalty: 3241.350586
	Iteration 23Q: 3 clusters Score -1133597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1133596.875000 Penalty: 3241.350586
	Iteration 24F: 3 clusters Score -1133597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Entering Unmasked Estep 
Score: -363121.343750 Penalty: 1436.664795
	Iteration 0F: 2 clusters Score -363121.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -357961.843750 Penalty: 2873.329590
	Iteration 0F: 3 clusters Score -357961.8 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -359408.375000 Penalty: 2873.329590
	Iteration 1F: 3 clusters Score -359408.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -359585.937500 Penalty: 2873.329590
	Iteration 2F: 3 clusters Score -359585.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -359723.281250 Penalty: 2873.329590
	Iteration 3Q: 3 clusters Score -359723.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -359828.468750 Penalty: 2873.329590
	Iteration 4Q: 3 clusters Score -359828.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -359923.281250 Penalty: 2873.329590
	Iteration 5Q: 3 clusters Score -359923.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -360005.406250 Penalty: 2873.329590
	Iteration 6Q: 3 clusters Score -360005.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -360083.937500 Penalty: 2873.329590
	Iteration 7Q: 3 clusters Score -360083.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -360154.687500 Penalty: 2873.329590
	Iteration 8Q: 3 clusters Score -360154.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -360234.656250 Penalty: 2873.329590
	Iteration 9Q: 3 clusters Score -360234.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -360340.437500 Penalty: 2873.329590
	Iteration 10Q: 3 clusters Score -360340.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -360447.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -360583.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -360748.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -360943.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -361141.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -361322.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -361485.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -361608.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -361697.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -361772.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -361838.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -361900.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -361954.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -361995.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -362025.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -362049.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -362068.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -362089.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -362118.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -362140.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -362153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -362157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -362160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -362163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -362163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
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	Iteration 36F: 3 clusters Score -362163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 3159 members 
Mstep: Class 3 contains 10985 members 
Mstep: Class 4 contains 5409 members 
Mstep: Class 6 contains 50017 members 
Mstep: Class 11 contains 41419 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9477 members 
Mstep: Class 14 contains 25015 members 
Mstep: Class 15 contains 189237 members 
Mstep: Class 16 contains 21448 members 
Mstep: Class 18 contains 6912 members 
Entering Unmasked Estep 
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Iteration 159Q: 13 clusters Score -2.085077e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 10985 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 6 contains 50006 members 
Mstep: Class 11 contains 41417 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9475 members 
Mstep: Class 14 contains 25009 members 
Mstep: Class 15 contains 189268 members 
Mstep: Class 16 contains 21444 members 
Mstep: Class 18 contains 6928 members 
Entering Unmasked Estep 
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Iteration 160F: 13 clusters Score -2.085077e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 10985 members 
Mstep: Class 4 contains 5408 members 
Mstep: Class 6 contains 50003 members 
Mstep: Class 11 contains 41414 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9474 members 
Mstep: Class 14 contains 25003 members 
Mstep: Class 15 contains 189274 members 
Mstep: Class 16 contains 21442 members 
Mstep: Class 18 contains 6944 members 
Entering Unmasked Estep 
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Iteration 161Q: 13 clusters Score -2.085079e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 10985 members 
Mstep: Class 4 contains 5410 members 
Mstep: Class 6 contains 50001 members 
Mstep: Class 11 contains 41413 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 24995 members 
Mstep: Class 15 contains 189285 members 
Mstep: Class 16 contains 21442 members 
Mstep: Class 18 contains 6957 members 
Entering Unmasked Estep 
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Iteration 162Q: 13 clusters Score -2.085076e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 5413 members 
Mstep: Class 6 contains 49995 members 
Mstep: Class 11 contains 41413 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 24990 members 
Mstep: Class 15 contains 189296 members 
Mstep: Class 16 contains 21439 members 
Mstep: Class 18 contains 6975 members 
Entering Unmasked Estep 
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Iteration 163Q: 13 clusters Score -2.08508e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 5416 members 
Mstep: Class 6 contains 49991 members 
Mstep: Class 11 contains 41408 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 24987 members 
Mstep: Class 15 contains 189308 members 
Mstep: Class 16 contains 21437 members 
Mstep: Class 18 contains 6993 members 
Entering Unmasked Estep 
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Iteration 164Q: 13 clusters Score -2.08508e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 6 contains 49990 members 
Mstep: Class 11 contains 41403 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9460 members 
Mstep: Class 14 contains 24982 members 
Mstep: Class 15 contains 189318 members 
Mstep: Class 16 contains 21431 members 
Mstep: Class 18 contains 7021 members 
Entering Unmasked Estep 
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Iteration 165Q: 13 clusters Score -2.08508e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 3060 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 5423 members 
Mstep: Class 6 contains 49984 members 
Mstep: Class 11 contains 41399 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9458 members 
Mstep: Class 14 contains 24976 members 
Mstep: Class 15 contains 189322 members 
Mstep: Class 16 contains 21425 members 
Mstep: Class 18 contains 7052 members 
Entering Unmasked Estep 
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Iteration 166Q: 13 clusters Score -2.085085e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 10987 members 
Mstep: Class 4 contains 5428 members 
Mstep: Class 6 contains 49980 members 
Mstep: Class 11 contains 41392 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9452 members 
Mstep: Class 14 contains 24974 members 
Mstep: Class 15 contains 189325 members 
Mstep: Class 16 contains 21420 members 
Mstep: Class 18 contains 7073 members 
Entering Unmasked Estep 
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Iteration 167Q: 13 clusters Score -2.085083e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 5427 members 
Mstep: Class 6 contains 49973 members 
Mstep: Class 11 contains 41380 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9448 members 
Mstep: Class 14 contains 24971 members 
Mstep: Class 15 contains 189346 members 
Mstep: Class 16 contains 21413 members 
Mstep: Class 18 contains 7093 members 
Entering Unmasked Estep 
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Iteration 168Q: 13 clusters Score -2.085083e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5427 members 
Mstep: Class 6 contains 49961 members 
Mstep: Class 11 contains 41371 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9446 members 
Mstep: Class 14 contains 24967 members 
Mstep: Class 15 contains 189386 members 
Mstep: Class 16 contains 21406 members 
Mstep: Class 18 contains 7101 members 
Entering Unmasked Estep 
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Iteration 169Q: 13 clusters Score -2.085085e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5427 members 
Mstep: Class 6 contains 49950 members 
Mstep: Class 11 contains 41366 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9442 members 
Mstep: Class 14 contains 24962 members 
Mstep: Class 15 contains 189429 members 
Mstep: Class 16 contains 21399 members 
Mstep: Class 18 contains 7100 members 
Entering Unmasked Estep 
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Iteration 170Q: 13 clusters Score -2.085085e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 6 contains 49942 members 
Mstep: Class 11 contains 41359 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9442 members 
Mstep: Class 14 contains 24955 members 
Mstep: Class 15 contains 189475 members 
Mstep: Class 16 contains 21390 members 
Mstep: Class 18 contains 7099 members 
Entering Unmasked Estep 
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Iteration 171Q: 13 clusters Score -2.085086e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 6 contains 49928 members 
Mstep: Class 11 contains 41347 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 24951 members 
Mstep: Class 15 contains 189534 members 
Mstep: Class 16 contains 21379 members 
Mstep: Class 18 contains 7100 members 
Entering Unmasked Estep 
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Iteration 172Q: 13 clusters Score -2.085086e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 6 contains 49923 members 
Mstep: Class 11 contains 41333 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9431 members 
Mstep: Class 14 contains 24943 members 
Mstep: Class 15 contains 189568 members 
Mstep: Class 16 contains 21372 members 
Mstep: Class 18 contains 7119 members 
Entering Unmasked Estep 
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Iteration 173Q: 13 clusters Score -2.085087e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5408 members 
Mstep: Class 6 contains 49914 members 
Mstep: Class 11 contains 41318 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9429 members 
Mstep: Class 14 contains 24936 members 
Mstep: Class 15 contains 189612 members 
Mstep: Class 16 contains 21362 members 
Mstep: Class 18 contains 7139 members 
Entering Unmasked Estep 
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Iteration 174Q: 13 clusters Score -2.08509e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 6 contains 49910 members 
Mstep: Class 11 contains 41307 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9424 members 
Mstep: Class 14 contains 24934 members 
Mstep: Class 15 contains 189641 members 
Mstep: Class 16 contains 21353 members 
Mstep: Class 18 contains 7157 members 
Entering Unmasked Estep 
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Iteration 175Q: 13 clusters Score -2.085088e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 2988 members 
Mstep: Class 3 contains 10984 members 
Mstep: Class 4 contains 5397 members 
Mstep: Class 6 contains 49909 members 
Mstep: Class 11 contains 41296 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9418 members 
Mstep: Class 14 contains 24930 members 
Mstep: Class 15 contains 189674 members 
Mstep: Class 16 contains 21347 members 
Mstep: Class 18 contains 7165 members 
Entering Unmasked Estep 
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Iteration 176Q: 13 clusters Score -2.085087e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 2986 members 
Mstep: Class 3 contains 10984 members 
Mstep: Class 4 contains 5394 members 
Mstep: Class 6 contains 49905 members 
Mstep: Class 11 contains 41285 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9409 members 
Mstep: Class 14 contains 24925 members 
Mstep: Class 15 contains 189696 members 
Mstep: Class 16 contains 21342 members 
Mstep: Class 18 contains 7184 members 
Entering Unmasked Estep 
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Iteration 177Q: 13 clusters Score -2.08509e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 5393 members 
Mstep: Class 6 contains 49903 members 
Mstep: Class 11 contains 41278 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 14 contains 24919 members 
Mstep: Class 15 contains 189702 members 
Mstep: Class 16 contains 21338 members 
Mstep: Class 18 contains 7207 members 
Entering Unmasked Estep 
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Iteration 178Q: 13 clusters Score -2.085089e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 6 contains 49898 members 
Mstep: Class 11 contains 41268 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9396 members 
Mstep: Class 14 contains 24915 members 
Mstep: Class 15 contains 189732 members 
Mstep: Class 16 contains 21334 members 
Mstep: Class 18 contains 7217 members 
Entering Unmasked Estep 
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Iteration 179Q: 13 clusters Score -2.085087e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 10987 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 6 contains 49894 members 
Mstep: Class 11 contains 41258 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9395 members 
Mstep: Class 14 contains 24912 members 
Mstep: Class 15 contains 189754 members 
Mstep: Class 16 contains 21329 members 
Mstep: Class 18 contains 7225 members 
Entering Unmasked Estep 
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Iteration 180F: 13 clusters Score -2.085091e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 3 contains 10985 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 6 contains 49891 members 
Mstep: Class 11 contains 41244 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9394 members 
Mstep: Class 14 contains 24909 members 
Mstep: Class 15 contains 189772 members 
Mstep: Class 16 contains 21328 members 
Mstep: Class 18 contains 7244 members 
Entering Unmasked Estep 
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Iteration 181Q: 13 clusters Score -2.085095e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 5387 members 
Mstep: Class 6 contains 49889 members 
Mstep: Class 11 contains 41237 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9394 members 
Mstep: Class 14 contains 24905 members 
Mstep: Class 15 contains 189775 members 
Mstep: Class 16 contains 21326 members 
Mstep: Class 18 contains 7268 members 
Entering Unmasked Estep 
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Iteration 182Q: 13 clusters Score -2.085097e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 10987 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 6 contains 49886 members 
Mstep: Class 11 contains 41230 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9394 members 
Mstep: Class 14 contains 24902 members 
Mstep: Class 15 contains 189793 members 
Mstep: Class 16 contains 21323 members 
Mstep: Class 18 contains 7277 members 
Entering Unmasked Estep 
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Iteration 183Q: 13 clusters Score -2.085095e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 5380 members 
Mstep: Class 6 contains 49882 members 
Mstep: Class 11 contains 41220 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9393 members 
Mstep: Class 14 contains 24898 members 
Mstep: Class 15 contains 189820 members 
Mstep: Class 16 contains 21321 members 
Mstep: Class 18 contains 7280 members 
Entering Unmasked Estep 
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Iteration 184Q: 13 clusters Score -2.085095e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 10987 members 
Mstep: Class 4 contains 5378 members 
Mstep: Class 6 contains 49878 members 
Mstep: Class 11 contains 41210 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9392 members 
Mstep: Class 14 contains 24895 members 
Mstep: Class 15 contains 189847 members 
Mstep: Class 16 contains 21320 members 
Mstep: Class 18 contains 7284 members 
Entering Unmasked Estep 
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Iteration 185Q: 13 clusters Score -2.085096e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49876 members 
Mstep: Class 11 contains 41202 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9389 members 
Mstep: Class 14 contains 24891 members 
Mstep: Class 15 contains 189865 members 
Mstep: Class 16 contains 21319 members 
Mstep: Class 18 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850972.000000 Penalty: 25233.794922
Iteration 186Q: 13 clusters Score -2.085097e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 2900 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 5375 members 
Mstep: Class 6 contains 49875 members 
Mstep: Class 11 contains 41198 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9388 members 
Mstep: Class 14 contains 24889 members 
Mstep: Class 15 contains 189873 members 
Mstep: Class 16 contains 21319 members 
Mstep: Class 18 contains 7296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850956.000000 Penalty: 25233.794922
Iteration 187Q: 13 clusters Score -2.085096e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 2891 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 5374 members 
Mstep: Class 6 contains 49874 members 
Mstep: Class 11 contains 41197 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9385 members 
Mstep: Class 14 contains 24887 members 
Mstep: Class 15 contains 189887 members 
Mstep: Class 16 contains 21319 members 
Mstep: Class 18 contains 7300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850958.000000 Penalty: 25233.794922
Iteration 188Q: 13 clusters Score -2.085096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49872 members 
Mstep: Class 11 contains 41197 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9382 members 
Mstep: Class 14 contains 24885 members 
Mstep: Class 15 contains 189898 members 
Mstep: Class 16 contains 21319 members 
Mstep: Class 18 contains 7302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850960.000000 Penalty: 25233.794922
Iteration 189Q: 13 clusters Score -2.085096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 5378 members 
Mstep: Class 6 contains 49871 members 
Mstep: Class 11 contains 41196 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9375 members 
Mstep: Class 14 contains 24883 members 
Mstep: Class 15 contains 189913 members 
Mstep: Class 16 contains 21318 members 
Mstep: Class 18 contains 7303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850976.000000 Penalty: 25233.794922
Iteration 190Q: 13 clusters Score -2.085098e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 2871 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5380 members 
Mstep: Class 6 contains 49869 members 
Mstep: Class 11 contains 41195 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9370 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 189931 members 
Mstep: Class 16 contains 21316 members 
Mstep: Class 18 contains 7302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850996.000000 Penalty: 25233.794922
Iteration 191Q: 13 clusters Score -2.0851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 2861 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5380 members 
Mstep: Class 6 contains 49869 members 
Mstep: Class 11 contains 41194 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9367 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 189946 members 
Mstep: Class 16 contains 21314 members 
Mstep: Class 18 contains 7303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20851002.000000 Penalty: 25233.794922
Iteration 192Q: 13 clusters Score -2.0851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 6 contains 49867 members 
Mstep: Class 11 contains 41194 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9368 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 189953 members 
Mstep: Class 16 contains 21315 members 
Mstep: Class 18 contains 7302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850996.000000 Penalty: 25233.794922
Iteration 193Q: 13 clusters Score -2.0851e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5380 members 
Mstep: Class 6 contains 49865 members 
Mstep: Class 11 contains 41194 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 189971 members 
Mstep: Class 16 contains 21314 members 
Mstep: Class 18 contains 7299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850986.000000 Penalty: 25233.794922
Iteration 194Q: 13 clusters Score -2.085099e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 2842 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 6 contains 49863 members 
Mstep: Class 11 contains 41190 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9365 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 189984 members 
Mstep: Class 16 contains 21312 members 
Mstep: Class 18 contains 7303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20851006.000000 Penalty: 25233.794922
Iteration 195Q: 13 clusters Score -2.085101e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 2832 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 6 contains 49861 members 
Mstep: Class 11 contains 41184 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9364 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 190002 members 
Mstep: Class 16 contains 21308 members 
Mstep: Class 18 contains 7306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850968.000000 Penalty: 25233.794922
Iteration 196Q: 13 clusters Score -2.085097e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5387 members 
Mstep: Class 6 contains 49857 members 
Mstep: Class 11 contains 41180 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9363 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 190017 members 
Mstep: Class 16 contains 21305 members 
Mstep: Class 18 contains 7309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850980.000000 Penalty: 25233.794922
Iteration 197Q: 13 clusters Score -2.085098e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 2822 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5387 members 
Mstep: Class 6 contains 49852 members 
Mstep: Class 11 contains 41177 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9362 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 190038 members 
Mstep: Class 16 contains 21302 members 
Mstep: Class 18 contains 7309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850970.000000 Penalty: 25233.794922
Iteration 198Q: 13 clusters Score -2.085097e+07 nChanged 28
Entering ConstructFrom: 
Score: -20850970.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (52238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Entering Unmasked Estep 
Score: -2750873.750000 Penalty: 1765.329346
	Iteration 0F: 2 clusters Score -2750874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -2715921.750000 Penalty: 3530.658691
	Iteration 0F: 3 clusters Score -2715922 nChanged 24506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -2729786.750000 Penalty: 3530.658691
	Iteration 1F: 3 clusters Score -2729787 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -2730185.500000 Penalty: 3530.658691
	Iteration 2Q: 3 clusters Score -2730186 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -2730587.000000 Penalty: 3530.658691
	Iteration 3Q: 3 clusters Score -2730587 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -2731043.250000 Penalty: 3530.658691
	Iteration 4Q: 3 clusters Score -2731043 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -2731541.250000 Penalty: 3530.658691
	Iteration 5Q: 3 clusters Score -2731541 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -2732136.500000 Penalty: 3530.658691
	Iteration 6Q: 3 clusters Score -2732136 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -2732896.250000 Penalty: 3530.658691
	Iteration 7Q: 3 clusters Score -2732896 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -2733974.500000 Penalty: 3530.658691
	Iteration 8Q: 3 clusters Score -2733974 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -2735425.500000 Penalty: 3530.658691
	Iteration 9Q: 3 clusters Score -2735426 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -2737204.750000 Penalty: 3530.658691
	Iteration 10F: 3 clusters Score -2737205 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -2739214.250000 Penalty: 3530.658691
	Iteration 11F: 3 clusters Score -2739214 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -2741249.750000 Penalty: 3530.658691
	Iteration 12F: 3 clusters Score -2741250 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -2743000.250000 Penalty: 3530.658691
	Iteration 13Q: 3 clusters Score -2743000 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -2744395.250000 Penalty: 3530.658691
	Iteration 14Q: 3 clusters Score -2744395 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -2745467.750000 Penalty: 3530.658691
	Iteration 15Q: 3 clusters Score -2745468 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -2746281.250000 Penalty: 3530.658691
	Iteration 16Q: 3 clusters Score -2746281 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -2746943.000000 Penalty: 3530.658691
	Iteration 17Q: 3 clusters Score -2746943 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -2747497.750000 Penalty: 3530.658691
	Iteration 18Q: 3 clusters Score -2747498 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -2747925.000000 Penalty: 3530.658691
	Iteration 19Q: 3 clusters Score -2747925 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -2748290.500000 Penalty: 3530.658691
	Iteration 20F: 3 clusters Score -2748290 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -2748584.750000 Penalty: 3530.658691
	Iteration 21Q: 3 clusters Score -2748585 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -2748801.750000 Penalty: 3530.658691
	Iteration 22Q: 3 clusters Score -2748802 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -2748957.250000 Penalty: 3530.658691
	Iteration 23Q: 3 clusters Score -2748957 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -2749073.000000 Penalty: 3530.658691
	Iteration 24Q: 3 clusters Score -2749073 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -2749145.250000 Penalty: 3530.658691
	Iteration 25Q: 3 clusters Score -2749145 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -2749198.500000 Penalty: 3530.658691
	Iteration 26Q: 3 clusters Score -2749198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -2749231.500000 Penalty: 3530.658691
	Iteration 27Q: 3 clusters Score -2749232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -2749247.750000 Penalty: 3530.658691
	Iteration 28Q: 3 clusters Score -2749248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -2749268.000000 Penalty: 3530.658691
	Iteration 29Q: 3 clusters Score -2749268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -2749281.000000 Penalty: 3530.658691
	Iteration 30Q: 3 clusters Score -2749281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -2749289.000000 Penalty: 3530.658691
	Iteration 31Q: 3 clusters Score -2749289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -2749295.500000 Penalty: 3530.658691
	Iteration 32Q: 3 clusters Score -2749296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -2749302.750000 Penalty: 3530.658691
	Iteration 33Q: 3 clusters Score -2749303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -2749305.500000 Penalty: 3530.658691
	Iteration 34Q: 3 clusters Score -2749306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -2749306.250000 Penalty: 3530.658691
	Iteration 35Q: 3 clusters Score -2749306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -2749302.500000 Penalty: 3530.658691
	Iteration 36Q: 3 clusters Score -2749302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -2749304.500000 Penalty: 3530.658691
	Iteration 37Q: 3 clusters Score -2749304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -2749309.500000 Penalty: 3530.658691
	Iteration 38Q: 3 clusters Score -2749310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -2749313.500000 Penalty: 3530.658691
	Iteration 39Q: 3 clusters Score -2749314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -2749314.250000 Penalty: 3530.658691
	Iteration 40F: 3 clusters Score -2749314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -2749313.500000 Penalty: 3530.658691
	Iteration 41Q: 3 clusters Score -2749314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -2749316.500000 Penalty: 3530.658691
	Iteration 42Q: 3 clusters Score -2749316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -2749317.250000 Penalty: 3530.658691
	Iteration 43Q: 3 clusters Score -2749317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -2749317.000000 Penalty: 3530.658691
	Iteration 44Q: 3 clusters Score -2749317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -2749319.250000 Penalty: 3530.658691
	Iteration 45Q: 3 clusters Score -2749319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -2749316.500000 Penalty: 3530.658691
	Iteration 46Q: 3 clusters Score -2749316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -2749316.500000 Penalty: 3530.658691
	Iteration 47F: 3 clusters Score -2749316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -156855.687500 Penalty: 1290.691650
	Iteration 0F: 2 clusters Score -156855.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -154221.406250 Penalty: 2581.383301
	Iteration 0F: 3 clusters Score -154221.4 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -154759.281250 Penalty: 2581.383301
	Iteration 1F: 3 clusters Score -154759.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -154870.781250 Penalty: 2581.383301
	Iteration 2F: 3 clusters Score -154870.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -154936.484375 Penalty: 2581.383301
	Iteration 3Q: 3 clusters Score -154936.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -154995.796875 Penalty: 2581.383301
	Iteration 4Q: 3 clusters Score -154995.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -155032.750000 Penalty: 2581.383301
	Iteration 5Q: 3 clusters Score -155032.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -155058.593750 Penalty: 2581.383301
	Iteration 6Q: 3 clusters Score -155058.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -155077.484375 Penalty: 2581.383301
	Iteration 7Q: 3 clusters Score -155077.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -155089.515625 Penalty: 2581.383301
	Iteration 8Q: 3 clusters Score -155089.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -155103.546875 Penalty: 2581.383301
	Iteration 9Q: 3 clusters Score -155103.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -155113.250000 Penalty: 2581.383301
	Iteration 10Q: 3 clusters Score -155113.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -155122.625000 Penalty: 2581.383301
	Iteration 11Q: 3 clusters Score -155122.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -155129.531250 Penalty: 2581.383301
	Iteration 12Q: 3 clusters Score -155129.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -155135.578125 Penalty: 2581.383301
	Iteration 13Q: 3 clusters Score -155135.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -155141.328125 Penalty: 2581.383301
	Iteration 14Q: 3 clusters Score -155141.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -155146.281250 Penalty: 2581.383301
	Iteration 15Q: 3 clusters Score -155146.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -155153.765625 Penalty: 2581.383301
	Iteration 16Q: 3 clusters Score -155153.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -155162.281250 Penalty: 2581.383301
	Iteration 17Q: 3 clusters Score -155162.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -155167.453125 Penalty: 2581.383301
	Iteration 18Q: 3 clusters Score -155167.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -155171.390625 Penalty: 2581.383301
	Iteration 19Q: 3 clusters Score -155171.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -155172.937500 Penalty: 2581.383301
	Iteration 20F: 3 clusters Score -155172.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -155175.250000 Penalty: 2581.383301
	Iteration 21Q: 3 clusters Score -155175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -155178.000000 Penalty: 2581.383301
	Iteration 22Q: 3 clusters Score -155178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -155182.781250 Penalty: 2581.383301
	Iteration 23Q: 3 clusters Score -155182.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -155185.656250 Penalty: 2581.383301
	Iteration 24Q: 3 clusters Score -155185.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -155187.640625 Penalty: 2581.383301
	Iteration 25Q: 3 clusters Score -155187.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -155189.875000 Penalty: 2581.383301
	Iteration 26Q: 3 clusters Score -155189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -155191.781250 Penalty: 2581.383301
	Iteration 27Q: 3 clusters Score -155191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -155193.406250 Penalty: 2581.383301
	Iteration 28Q: 3 clusters Score -155193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -155195.000000 Penalty: 2581.383301
	Iteration 29Q: 3 clusters Score -155195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -155196.343750 Penalty: 2581.383301
	Iteration 30Q: 3 clusters Score -155196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -155196.734375 Penalty: 2581.383301
	Iteration 31Q: 3 clusters Score -155196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -155196.984375 Penalty: 2581.383301
	Iteration 32Q: 3 clusters Score -155197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -155197.437500 Penalty: 2581.383301
	Iteration 33Q: 3 clusters Score -155197.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -155197.843750 Penalty: 2581.383301
	Iteration 34Q: 3 clusters Score -155197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -155198.343750 Penalty: 2581.383301
	Iteration 35Q: 3 clusters Score -155198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -155198.828125 Penalty: 2581.383301
	Iteration 36Q: 3 clusters Score -155198.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -155199.812500 Penalty: 2581.383301
	Iteration 37Q: 3 clusters Score -155199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -155200.500000 Penalty: 2581.383301
	Iteration 38Q: 3 clusters Score -155200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -155200.921875 Penalty: 2581.383301
	Iteration 39Q: 3 clusters Score -155200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -155201.468750 Penalty: 2581.383301
	Iteration 40F: 3 clusters Score -155201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -155201.718750 Penalty: 2581.383301
	Iteration 41Q: 3 clusters Score -155201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -155201.718750 Penalty: 2581.383301
	Iteration 42F: 3 clusters Score -155201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Entering Unmasked Estep 
Score: -545406.312500 Penalty: 1512.020386
	Iteration 0F: 2 clusters Score -545406.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -537492.375000 Penalty: 3024.040771
	Iteration 0F: 3 clusters Score -537492.4 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -540172.562500 Penalty: 3024.040771
	Iteration 1F: 3 clusters Score -540172.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -540427.250000 Penalty: 3024.040771
	Iteration 2F: 3 clusters Score -540427.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -540695.812500 Penalty: 3024.040771
	Iteration 3F: 3 clusters Score -540695.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -540997.000000 Penalty: 3024.040771
	Iteration 4Q: 3 clusters Score -540997 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -541379.937500 Penalty: 3024.040771
	Iteration 5F: 3 clusters Score -541379.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -541811.000000 Penalty: 3024.040771
	Iteration 6F: 3 clusters Score -541811 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -542279.437500 Penalty: 3024.040771
	Iteration 7F: 3 clusters Score -542279.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -542773.437500 Penalty: 3024.040771
	Iteration 8F: 3 clusters Score -542773.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -543258.625000 Penalty: 3024.040771
	Iteration 9Q: 3 clusters Score -543258.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -543606.000000 Penalty: 3024.040771
	Iteration 10Q: 3 clusters Score -543606 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -543838.937500 Penalty: 3024.040771
	Iteration 11Q: 3 clusters Score -543838.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -543952.375000 Penalty: 3024.040771
	Iteration 12Q: 3 clusters Score -543952.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -544011.875000 Penalty: 3024.040771
	Iteration 13Q: 3 clusters Score -544011.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -544058.375000 Penalty: 3024.040771
	Iteration 14Q: 3 clusters Score -544058.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -544087.937500 Penalty: 3024.040771
	Iteration 15Q: 3 clusters Score -544087.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -544105.625000 Penalty: 3024.040771
	Iteration 16Q: 3 clusters Score -544105.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -544123.687500 Penalty: 3024.040771
	Iteration 17Q: 3 clusters Score -544123.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -544132.312500 Penalty: 3024.040771
	Iteration 18Q: 3 clusters Score -544132.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -544137.062500 Penalty: 3024.040771
	Iteration 19Q: 3 clusters Score -544137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -544138.250000 Penalty: 3024.040771
	Iteration 20F: 3 clusters Score -544138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -544139.437500 Penalty: 3024.040771
	Iteration 21Q: 3 clusters Score -544139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -544140.000000 Penalty: 3024.040771
	Iteration 22Q: 3 clusters Score -544140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -544140.000000 Penalty: 3024.040771
	Iteration 23F: 3 clusters Score -544140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Entering Unmasked Estep 
Score: -290989.750000 Penalty: 1396.067871
	Iteration 0F: 2 clusters Score -290989.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -286740.656250 Penalty: 2792.135742
	Iteration 0F: 3 clusters Score -286740.7 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -287939.968750 Penalty: 2792.135742
	Iteration 1F: 3 clusters Score -287940 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -288114.406250 Penalty: 2792.135742
	Iteration 2F: 3 clusters Score -288114.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -288220.250000 Penalty: 2792.135742
	Iteration 3Q: 3 clusters Score -288220.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -288283.125000 Penalty: 2792.135742
	Iteration 4Q: 3 clusters Score -288283.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -288337.562500 Penalty: 2792.135742
	Iteration 5Q: 3 clusters Score -288337.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -288390.250000 Penalty: 2792.135742
	Iteration 6Q: 3 clusters Score -288390.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -288447.312500 Penalty: 2792.135742
	Iteration 7Q: 3 clusters Score -288447.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -288509.062500 Penalty: 2792.135742
	Iteration 8Q: 3 clusters Score -288509.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -288582.656250 Penalty: 2792.135742
	Iteration 9Q: 3 clusters Score -288582.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -288668.187500 Penalty: 2792.135742
	Iteration 10Q: 3 clusters Score -288668.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -288772.312500 Penalty: 2792.135742
	Iteration 11Q: 3 clusters Score -288772.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -288887.843750 Penalty: 2792.135742
	Iteration 12Q: 3 clusters Score -288887.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -289029.812500 Penalty: 2792.135742
	Iteration 13Q: 3 clusters Score -289029.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -289162.000000 Penalty: 2792.135742
	Iteration 14Q: 3 clusters Score -289162 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -289304.812500 Penalty: 2792.135742
	Iteration 15Q: 3 clusters Score -289304.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -289428.093750 Penalty: 2792.135742
	Iteration 16Q: 3 clusters Score -289428.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -289506.500000 Penalty: 2792.135742
	Iteration 17Q: 3 clusters Score -289506.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -289577.937500 Penalty: 2792.135742
	Iteration 18Q: 3 clusters Score -289577.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -289627.218750 Penalty: 2792.135742
	Iteration 19Q: 3 clusters Score -289627.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -289656.312500 Penalty: 2792.135742
	Iteration 20F: 3 clusters Score -289656.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -289676.312500 Penalty: 2792.135742
	Iteration 21Q: 3 clusters Score -289676.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -289693.906250 Penalty: 2792.135742
	Iteration 22Q: 3 clusters Score -289693.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -289709.218750 Penalty: 2792.135742
	Iteration 23Q: 3 clusters Score -289709.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -289722.531250 Penalty: 2792.135742
	Iteration 24Q: 3 clusters Score -289722.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -289730.843750 Penalty: 2792.135742
	Iteration 25Q: 3 clusters Score -289730.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -289737.312500 Penalty: 2792.135742
	Iteration 26Q: 3 clusters Score -289737.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -289740.968750 Penalty: 2792.135742
	Iteration 27Q: 3 clusters Score -289741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -289744.468750 Penalty: 2792.135742
	Iteration 28Q: 3 clusters Score -289744.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -289746.343750 Penalty: 2792.135742
	Iteration 29Q: 3 clusters Score -289746.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -289748.093750 Penalty: 2792.135742
	Iteration 30Q: 3 clusters Score -289748.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -289749.218750 Penalty: 2792.135742
	Iteration 31Q: 3 clusters Score -289749.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -289751.687500 Penalty: 2792.135742
	Iteration 32Q: 3 clusters Score -289751.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -289752.968750 Penalty: 2792.135742
	Iteration 33Q: 3 clusters Score -289753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -289754.343750 Penalty: 2792.135742
	Iteration 34Q: 3 clusters Score -289754.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -289754.625000 Penalty: 2792.135742
	Iteration 35Q: 3 clusters Score -289754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -289756.187500 Penalty: 2792.135742
	Iteration 36Q: 3 clusters Score -289756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -289758.000000 Penalty: 2792.135742
	Iteration 37Q: 3 clusters Score -289758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -289759.812500 Penalty: 2792.135742
	Iteration 38Q: 3 clusters Score -289759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -289761.250000 Penalty: 2792.135742
	Iteration 39Q: 3 clusters Score -289761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -289762.750000 Penalty: 2792.135742
	Iteration 40F: 3 clusters Score -289762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -289764.531250 Penalty: 2792.135742
	Iteration 41Q: 3 clusters Score -289764.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -289764.500000 Penalty: 2792.135742
	Iteration 42Q: 3 clusters Score -289764.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -289764.500000 Penalty: 2792.135742
	Iteration 43F: 3 clusters Score -289764.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Entering Unmasked Estep 
Score: -2633540.250000 Penalty: 1757.732178
	Iteration 0F: 2 clusters Score -2633540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2600261.000000 Penalty: 3515.464355
	Iteration 0F: 3 clusters Score -2600261 nChanged 23350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -2613666.750000 Penalty: 3515.464355
	Iteration 1F: 3 clusters Score -2613667 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2614243.500000 Penalty: 3515.464355
	Iteration 2Q: 3 clusters Score -2614244 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2614970.000000 Penalty: 3515.464355
	Iteration 3Q: 3 clusters Score -2614970 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2615917.750000 Penalty: 3515.464355
	Iteration 4Q: 3 clusters Score -2615918 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2617259.750000 Penalty: 3515.464355
	Iteration 5Q: 3 clusters Score -2617260 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2619238.000000 Penalty: 3515.464355
	Iteration 6F: 3 clusters Score -2619238 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2621752.750000 Penalty: 3515.464355
	Iteration 7F: 3 clusters Score -2621753 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2624534.250000 Penalty: 3515.464355
	Iteration 8F: 3 clusters Score -2624534 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2626782.000000 Penalty: 3515.464355
	Iteration 9F: 3 clusters Score -2626782 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2628245.000000 Penalty: 3515.464355
	Iteration 10Q: 3 clusters Score -2628245 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2629198.000000 Penalty: 3515.464355
	Iteration 11Q: 3 clusters Score -2629198 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2629848.000000 Penalty: 3515.464355
	Iteration 12Q: 3 clusters Score -2629848 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2630355.500000 Penalty: 3515.464355
	Iteration 13Q: 3 clusters Score -2630356 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2630769.000000 Penalty: 3515.464355
	Iteration 14Q: 3 clusters Score -2630769 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2631108.500000 Penalty: 3515.464355
	Iteration 15Q: 3 clusters Score -2631108 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2631391.000000 Penalty: 3515.464355
	Iteration 16Q: 3 clusters Score -2631391 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2631569.250000 Penalty: 3515.464355
	Iteration 17Q: 3 clusters Score -2631569 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2631693.000000 Penalty: 3515.464355
	Iteration 18Q: 3 clusters Score -2631693 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2631790.750000 Penalty: 3515.464355
	Iteration 19Q: 3 clusters Score -2631791 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2631864.500000 Penalty: 3515.464355
	Iteration 20F: 3 clusters Score -2631864 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2631924.000000 Penalty: 3515.464355
	Iteration 21Q: 3 clusters Score -2631924 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2631965.000000 Penalty: 3515.464355
	Iteration 22Q: 3 clusters Score -2631965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2631996.500000 Penalty: 3515.464355
	Iteration 23Q: 3 clusters Score -2631996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2632020.750000 Penalty: 3515.464355
	Iteration 24Q: 3 clusters Score -2632021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2632032.500000 Penalty: 3515.464355
	Iteration 25Q: 3 clusters Score -2632032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2632040.500000 Penalty: 3515.464355
	Iteration 26Q: 3 clusters Score -2632040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2632052.750000 Penalty: 3515.464355
	Iteration 27Q: 3 clusters Score -2632053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2632073.000000 Penalty: 3515.464355
	Iteration 28Q: 3 clusters Score -2632073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2632090.000000 Penalty: 3515.464355
	Iteration 29Q: 3 clusters Score -2632090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2632100.000000 Penalty: 3515.464355
	Iteration 30Q: 3 clusters Score -2632100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2632101.000000 Penalty: 3515.464355
	Iteration 31Q: 3 clusters Score -2632101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2632103.500000 Penalty: 3515.464355
	Iteration 32Q: 3 clusters Score -2632104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2632107.000000 Penalty: 3515.464355
	Iteration 33Q: 3 clusters Score -2632107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2632112.250000 Penalty: 3515.464355
	Iteration 34Q: 3 clusters Score -2632112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2632110.500000 Penalty: 3515.464355
	Iteration 35Q: 3 clusters Score -2632110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2632114.000000 Penalty: 3515.464355
	Iteration 36Q: 3 clusters Score -2632114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2632117.000000 Penalty: 3515.464355
	Iteration 37Q: 3 clusters Score -2632117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2632120.000000 Penalty: 3515.464355
	Iteration 38Q: 3 clusters Score -2632120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2632121.500000 Penalty: 3515.464355
	Iteration 39Q: 3 clusters Score -2632122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2632127.000000 Penalty: 3515.464355
	Iteration 40F: 3 clusters Score -2632127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2632133.250000 Penalty: 3515.464355
	Iteration 41Q: 3 clusters Score -2632133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2632135.500000 Penalty: 3515.464355
	Iteration 42Q: 3 clusters Score -2632136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2632136.250000 Penalty: 3515.464355
	Iteration 43Q: 3 clusters Score -2632136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2632135.250000 Penalty: 3515.464355
	Iteration 44Q: 3 clusters Score -2632135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2632144.500000 Penalty: 3515.464355
	Iteration 45Q: 3 clusters Score -2632144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2632150.250000 Penalty: 3515.464355
	Iteration 46Q: 3 clusters Score -2632150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2632151.750000 Penalty: 3515.464355
	Iteration 47Q: 3 clusters Score -2632152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2632152.500000 Penalty: 3515.464355
	Iteration 48Q: 3 clusters Score -2632152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2632152.500000 Penalty: 3515.464355
	Iteration 49Q: 3 clusters Score -2632152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2632151.500000 Penalty: 3515.464355
	Iteration 50Q: 3 clusters Score -2632152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2632153.500000 Penalty: 3515.464355
	Iteration 51Q: 3 clusters Score -2632154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2632153.500000 Penalty: 3515.464355
	Iteration 52F: 3 clusters Score -2632154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Entering Unmasked Estep 
Score: -2188231.250000 Penalty: 1726.665771
	Iteration 0F: 2 clusters Score -2188231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2160582.750000 Penalty: 3453.331543
	Iteration 0F: 3 clusters Score -2160583 nChanged 19345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2171365.000000 Penalty: 3453.331543
	Iteration 1F: 3 clusters Score -2171365 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2171999.000000 Penalty: 3453.331543
	Iteration 2Q: 3 clusters Score -2171999 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2172972.250000 Penalty: 3453.331543
	Iteration 3Q: 3 clusters Score -2172972 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -2174500.500000 Penalty: 3453.331543
	Iteration 4F: 3 clusters Score -2174500 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -2176667.500000 Penalty: 3453.331543
	Iteration 5F: 3 clusters Score -2176668 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -2179362.750000 Penalty: 3453.331543
	Iteration 6F: 3 clusters Score -2179363 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -2182134.000000 Penalty: 3453.331543
	Iteration 7F: 3 clusters Score -2182134 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -2184300.000000 Penalty: 3453.331543
	Iteration 8F: 3 clusters Score -2184300 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -2185557.500000 Penalty: 3453.331543
	Iteration 9Q: 3 clusters Score -2185558 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -2186205.750000 Penalty: 3453.331543
	Iteration 10Q: 3 clusters Score -2186206 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -2186508.750000 Penalty: 3453.331543
	Iteration 11Q: 3 clusters Score -2186509 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -2186664.500000 Penalty: 3453.331543
	Iteration 12Q: 3 clusters Score -2186664 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -2186736.250000 Penalty: 3453.331543
	Iteration 13Q: 3 clusters Score -2186736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -2186782.250000 Penalty: 3453.331543
	Iteration 14Q: 3 clusters Score -2186782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -2186806.750000 Penalty: 3453.331543
	Iteration 15Q: 3 clusters Score -2186807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -2186832.500000 Penalty: 3453.331543
	Iteration 16Q: 3 clusters Score -2186832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -2186851.750000 Penalty: 3453.331543
	Iteration 17Q: 3 clusters Score -2186852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -2186863.250000 Penalty: 3453.331543
	Iteration 18Q: 3 clusters Score -2186863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -2186875.750000 Penalty: 3453.331543
	Iteration 19Q: 3 clusters Score -2186876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -2186885.500000 Penalty: 3453.331543
	Iteration 20F: 3 clusters Score -2186886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -2186895.500000 Penalty: 3453.331543
	Iteration 21Q: 3 clusters Score -2186896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -2186898.750000 Penalty: 3453.331543
	Iteration 22Q: 3 clusters Score -2186899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -2186899.000000 Penalty: 3453.331543
	Iteration 23Q: 3 clusters Score -2186899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -2186897.750000 Penalty: 3453.331543
	Iteration 24Q: 3 clusters Score -2186898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -2186898.500000 Penalty: 3453.331543
	Iteration 25Q: 3 clusters Score -2186898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -2186899.000000 Penalty: 3453.331543
	Iteration 26Q: 3 clusters Score -2186899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -2186897.000000 Penalty: 3453.331543
	Iteration 27Q: 3 clusters Score -2186897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -2186899.750000 Penalty: 3453.331543
	Iteration 28Q: 3 clusters Score -2186900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -2186899.750000 Penalty: 3453.331543
	Iteration 29F: 3 clusters Score -2186900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -69030.117188 Penalty: 1184.450684
	Iteration 0F: 2 clusters Score -69030.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -67300.585938 Penalty: 2368.901367
	Iteration 0F: 3 clusters Score -67300.59 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -67679.257812 Penalty: 2368.901367
	Iteration 1F: 3 clusters Score -67679.26 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67849.742188 Penalty: 2368.901367
	Iteration 2F: 3 clusters Score -67849.74 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67939.828125 Penalty: 2368.901367
	Iteration 3F: 3 clusters Score -67939.83 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -68010.968750 Penalty: 2368.901367
	Iteration 4Q: 3 clusters Score -68010.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -68055.828125 Penalty: 2368.901367
	Iteration 5Q: 3 clusters Score -68055.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -68082.007812 Penalty: 2368.901367
	Iteration 6Q: 3 clusters Score -68082.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -68101.656250 Penalty: 2368.901367
	Iteration 7Q: 3 clusters Score -68101.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -68113.335938 Penalty: 2368.901367
	Iteration 8Q: 3 clusters Score -68113.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -68128.882812 Penalty: 2368.901367
	Iteration 9Q: 3 clusters Score -68128.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -68140.320312 Penalty: 2368.901367
	Iteration 10Q: 3 clusters Score -68140.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -68148.359375 Penalty: 2368.901367
	Iteration 11Q: 3 clusters Score -68148.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68159.015625 Penalty: 2368.901367
	Iteration 12Q: 3 clusters Score -68159.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68170.164062 Penalty: 2368.901367
	Iteration 13Q: 3 clusters Score -68170.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68185.250000 Penalty: 2368.901367
	Iteration 14Q: 3 clusters Score -68185.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68195.164062 Penalty: 2368.901367
	Iteration 15Q: 3 clusters Score -68195.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68200.164062 Penalty: 2368.901367
	Iteration 16Q: 3 clusters Score -68200.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68202.703125 Penalty: 2368.901367
	Iteration 17Q: 3 clusters Score -68202.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68204.773438 Penalty: 2368.901367
	Iteration 18Q: 3 clusters Score -68204.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68211.312500 Penalty: 2368.901367
	Iteration 19Q: 3 clusters Score -68211.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68214.234375 Penalty: 2368.901367
	Iteration 20F: 3 clusters Score -68214.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68215.468750 Penalty: 2368.901367
	Iteration 21Q: 3 clusters Score -68215.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68216.867188 Penalty: 2368.901367
	Iteration 22Q: 3 clusters Score -68216.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68218.851562 Penalty: 2368.901367
	Iteration 23Q: 3 clusters Score -68218.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68219.726562 Penalty: 2368.901367
	Iteration 24Q: 3 clusters Score -68219.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68219.726562 Penalty: 2368.901367
	Iteration 25F: 3 clusters Score -68219.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Entering Unmasked Estep 
Score: -499867.062500 Penalty: 1485.949951
	Iteration 0F: 2 clusters Score -499867.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -493120.125000 Penalty: 2971.899902
	Iteration 0F: 3 clusters Score -493120.1 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -495177.718750 Penalty: 2971.899902
	Iteration 1F: 3 clusters Score -495177.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -495409.656250 Penalty: 2971.899902
	Iteration 2F: 3 clusters Score -495409.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -495571.937500 Penalty: 2971.899902
	Iteration 3Q: 3 clusters Score -495571.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -495691.281250 Penalty: 2971.899902
	Iteration 4Q: 3 clusters Score -495691.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -495793.562500 Penalty: 2971.899902
	Iteration 5Q: 3 clusters Score -495793.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -495907.000000 Penalty: 2971.899902
	Iteration 6Q: 3 clusters Score -495907 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -496058.281250 Penalty: 2971.899902
	Iteration 7Q: 3 clusters Score -496058.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -496253.750000 Penalty: 2971.899902
	Iteration 8Q: 3 clusters Score -496253.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -496466.375000 Penalty: 2971.899902
	Iteration 9Q: 3 clusters Score -496466.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -496744.812500 Penalty: 2971.899902
	Iteration 10Q: 3 clusters Score -496744.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -497044.406250 Penalty: 2971.899902
	Iteration 11Q: 3 clusters Score -497044.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -497339.437500 Penalty: 2971.899902
	Iteration 12Q: 3 clusters Score -497339.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -497641.000000 Penalty: 2971.899902
	Iteration 13Q: 3 clusters Score -497641 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -497872.218750 Penalty: 2971.899902
	Iteration 14Q: 3 clusters Score -497872.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -498040.125000 Penalty: 2971.899902
	Iteration 15Q: 3 clusters Score -498040.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -498148.125000 Penalty: 2971.899902
	Iteration 16Q: 3 clusters Score -498148.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -498221.312500 Penalty: 2971.899902
	Iteration 17Q: 3 clusters Score -498221.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -498287.125000 Penalty: 2971.899902
	Iteration 18Q: 3 clusters Score -498287.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -498341.156250 Penalty: 2971.899902
	Iteration 19Q: 3 clusters Score -498341.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -498391.937500 Penalty: 2971.899902
	Iteration 20F: 3 clusters Score -498391.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -498463.281250 Penalty: 2971.899902
	Iteration 21Q: 3 clusters Score -498463.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -498524.656250 Penalty: 2971.899902
	Iteration 22Q: 3 clusters Score -498524.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -498567.906250 Penalty: 2971.899902
	Iteration 23Q: 3 clusters Score -498567.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -498602.000000 Penalty: 2971.899902
	Iteration 24Q: 3 clusters Score -498602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -498629.875000 Penalty: 2971.899902
	Iteration 25Q: 3 clusters Score -498629.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -498659.937500 Penalty: 2971.899902
	Iteration 26Q: 3 clusters Score -498659.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -498687.750000 Penalty: 2971.899902
	Iteration 27Q: 3 clusters Score -498687.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -498709.093750 Penalty: 2971.899902
	Iteration 28Q: 3 clusters Score -498709.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -498718.468750 Penalty: 2971.899902
	Iteration 29Q: 3 clusters Score -498718.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -498732.468750 Penalty: 2971.899902
	Iteration 30Q: 3 clusters Score -498732.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -498746.500000 Penalty: 2971.899902
	Iteration 31Q: 3 clusters Score -498746.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -498758.625000 Penalty: 2971.899902
	Iteration 32Q: 3 clusters Score -498758.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -498767.875000 Penalty: 2971.899902
	Iteration 33Q: 3 clusters Score -498767.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -498779.687500 Penalty: 2971.899902
	Iteration 34Q: 3 clusters Score -498779.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -498786.093750 Penalty: 2971.899902
	Iteration 35Q: 3 clusters Score -498786.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -498791.375000 Penalty: 2971.899902
	Iteration 36Q: 3 clusters Score -498791.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -498793.656250 Penalty: 2971.899902
	Iteration 37Q: 3 clusters Score -498793.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -498795.343750 Penalty: 2971.899902
	Iteration 38Q: 3 clusters Score -498795.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -498796.031250 Penalty: 2971.899902
	Iteration 39Q: 3 clusters Score -498796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -498798.250000 Penalty: 2971.899902
	Iteration 40F: 3 clusters Score -498798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -498799.875000 Penalty: 2971.899902
	Iteration 41Q: 3 clusters Score -498799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -498801.218750 Penalty: 2971.899902
	Iteration 42Q: 3 clusters Score -498801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -498802.156250 Penalty: 2971.899902
	Iteration 43Q: 3 clusters Score -498802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -498803.031250 Penalty: 2971.899902
	Iteration 44Q: 3 clusters Score -498803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -498803.312500 Penalty: 2971.899902
	Iteration 45Q: 3 clusters Score -498803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -498802.437500 Penalty: 2971.899902
	Iteration 46Q: 3 clusters Score -498802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -498803.531250 Penalty: 2971.899902
	Iteration 47Q: 3 clusters Score -498803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -498803.843750 Penalty: 2971.899902
	Iteration 48Q: 3 clusters Score -498803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -498803.843750 Penalty: 2971.899902
	Iteration 49F: 3 clusters Score -498803.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Entering Unmasked Estep 
Score: -1307266.000000 Penalty: 1644.762939
	Iteration 0F: 2 clusters Score -1307266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1290506.000000 Penalty: 3289.525879
	Iteration 0F: 3 clusters Score -1290506 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1296726.125000 Penalty: 3289.525879
	Iteration 1F: 3 clusters Score -1296726 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1297295.875000 Penalty: 3289.525879
	Iteration 2Q: 3 clusters Score -1297296 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1297970.750000 Penalty: 3289.525879
	Iteration 3Q: 3 clusters Score -1297971 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1298677.250000 Penalty: 3289.525879
	Iteration 4Q: 3 clusters Score -1298677 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1299450.875000 Penalty: 3289.525879
	Iteration 5F: 3 clusters Score -1299451 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1300468.500000 Penalty: 3289.525879
	Iteration 6F: 3 clusters Score -1300468 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -1301687.250000 Penalty: 3289.525879
	Iteration 7F: 3 clusters Score -1301687 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -1303010.750000 Penalty: 3289.525879
	Iteration 8F: 3 clusters Score -1303011 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -1304126.375000 Penalty: 3289.525879
	Iteration 9F: 3 clusters Score -1304126 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -1304880.750000 Penalty: 3289.525879
	Iteration 10Q: 3 clusters Score -1304881 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -1305302.875000 Penalty: 3289.525879
	Iteration 11Q: 3 clusters Score -1305303 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -1305554.875000 Penalty: 3289.525879
	Iteration 12Q: 3 clusters Score -1305555 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -1305692.000000 Penalty: 3289.525879
	Iteration 13Q: 3 clusters Score -1305692 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -1305755.000000 Penalty: 3289.525879
	Iteration 14Q: 3 clusters Score -1305755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -1305800.625000 Penalty: 3289.525879
	Iteration 15Q: 3 clusters Score -1305801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -1305826.500000 Penalty: 3289.525879
	Iteration 16Q: 3 clusters Score -1305826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -1305840.625000 Penalty: 3289.525879
	Iteration 17Q: 3 clusters Score -1305841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -1305851.375000 Penalty: 3289.525879
	Iteration 18Q: 3 clusters Score -1305851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -1305860.250000 Penalty: 3289.525879
	Iteration 19Q: 3 clusters Score -1305860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -1305866.875000 Penalty: 3289.525879
	Iteration 20F: 3 clusters Score -1305867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -1305867.375000 Penalty: 3289.525879
	Iteration 21Q: 3 clusters Score -1305867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -1305867.375000 Penalty: 3289.525879
	Iteration 22F: 3 clusters Score -1305867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (190053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190053 members 
Entering Unmasked Estep 
Score: -9647138.000000 Penalty: 1975.196899
	Iteration 0F: 2 clusters Score -9647138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -9518968.000000 Penalty: 3950.393799
	Iteration 0F: 3 clusters Score -9518968 nChanged 91833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 94461 members 
Entering Unmasked Estep 
Score: -9574260.000000 Penalty: 3950.393799
	Iteration 1F: 3 clusters Score -9574260 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 93979 members 
Entering Unmasked Estep 
Score: -9575647.000000 Penalty: 3950.393799
	Iteration 2Q: 3 clusters Score -9575647 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -9577577.000000 Penalty: 3950.393799
	Iteration 3Q: 3 clusters Score -9577577 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98444 members 
Mstep: Class 2 contains 91609 members 
Entering Unmasked Estep 
Score: -9580326.000000 Penalty: 3950.393799
	Iteration 4Q: 3 clusters Score -9580326 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 89243 members 
Entering Unmasked Estep 
Score: -9584446.000000 Penalty: 3950.393799
	Iteration 5Q: 3 clusters Score -9584446 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -9590655.000000 Penalty: 3950.393799
	Iteration 6F: 3 clusters Score -9590655 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108351 members 
Mstep: Class 2 contains 81702 members 
Entering Unmasked Estep 
Score: -9599241.000000 Penalty: 3950.393799
	Iteration 7F: 3 clusters Score -9599241 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112327 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -9608664.000000 Penalty: 3950.393799
	Iteration 8F: 3 clusters Score -9608664 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115473 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -9614606.000000 Penalty: 3950.393799
	Iteration 9F: 3 clusters Score -9614606 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118053 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -9616739.000000 Penalty: 3950.393799
	Iteration 10Q: 3 clusters Score -9616739 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120523 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -9617658.000000 Penalty: 3950.393799
	Iteration 11Q: 3 clusters Score -9617658 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123014 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -9618350.000000 Penalty: 3950.393799
	Iteration 12Q: 3 clusters Score -9618350 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125674 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -9619025.000000 Penalty: 3950.393799
	Iteration 13Q: 3 clusters Score -9619025 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128546 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -9619859.000000 Penalty: 3950.393799
	Iteration 14Q: 3 clusters Score -9619859 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131554 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -9620752.000000 Penalty: 3950.393799
	Iteration 15Q: 3 clusters Score -9620752 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134724 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -9621688.000000 Penalty: 3950.393799
	Iteration 16Q: 3 clusters Score -9621688 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138167 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -9622928.000000 Penalty: 3950.393799
	Iteration 17Q: 3 clusters Score -9622928 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141785 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -9624200.000000 Penalty: 3950.393799
	Iteration 18Q: 3 clusters Score -9624200 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145440 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -9625820.000000 Penalty: 3950.393799
	Iteration 19Q: 3 clusters Score -9625820 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149352 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -9627507.000000 Penalty: 3950.393799
	Iteration 20F: 3 clusters Score -9627507 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -9629303.000000 Penalty: 3950.393799
	Iteration 21Q: 3 clusters Score -9629303 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157240 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -9631345.000000 Penalty: 3950.393799
	Iteration 22Q: 3 clusters Score -9631345 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161093 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -9633593.000000 Penalty: 3950.393799
	Iteration 23Q: 3 clusters Score -9633593 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164752 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -9635816.000000 Penalty: 3950.393799
	Iteration 24Q: 3 clusters Score -9635816 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -9637907.000000 Penalty: 3950.393799
	Iteration 25Q: 3 clusters Score -9637907 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171032 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -9639755.000000 Penalty: 3950.393799
	Iteration 26Q: 3 clusters Score -9639755 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173413 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -9641213.000000 Penalty: 3950.393799
	Iteration 27Q: 3 clusters Score -9641213 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175409 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -9642261.000000 Penalty: 3950.393799
	Iteration 28Q: 3 clusters Score -9642261 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177062 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -9643018.000000 Penalty: 3950.393799
	Iteration 29Q: 3 clusters Score -9643018 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178438 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -9643580.000000 Penalty: 3950.393799
	Iteration 30Q: 3 clusters Score -9643580 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179603 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -9644045.000000 Penalty: 3950.393799
	Iteration 31Q: 3 clusters Score -9644045 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180580 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -9644401.000000 Penalty: 3950.393799
	Iteration 32Q: 3 clusters Score -9644401 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181439 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -9644647.000000 Penalty: 3950.393799
	Iteration 33Q: 3 clusters Score -9644647 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182141 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -9644886.000000 Penalty: 3950.393799
	Iteration 34Q: 3 clusters Score -9644886 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182743 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -9645074.000000 Penalty: 3950.393799
	Iteration 35Q: 3 clusters Score -9645074 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183277 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -9645201.000000 Penalty: 3950.393799
	Iteration 36Q: 3 clusters Score -9645201 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183740 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -9645303.000000 Penalty: 3950.393799
	Iteration 37Q: 3 clusters Score -9645303 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -9645394.000000 Penalty: 3950.393799
	Iteration 38Q: 3 clusters Score -9645394 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184498 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -9645479.000000 Penalty: 3950.393799
	Iteration 39Q: 3 clusters Score -9645479 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184818 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -9645531.000000 Penalty: 3950.393799
	Iteration 40F: 3 clusters Score -9645531 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185096 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -9645591.000000 Penalty: 3950.393799
	Iteration 41Q: 3 clusters Score -9645591 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185315 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -9645621.000000 Penalty: 3950.393799
	Iteration 42Q: 3 clusters Score -9645621 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185518 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -9645671.000000 Penalty: 3950.393799
	Iteration 43Q: 3 clusters Score -9645671 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185698 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -9645687.000000 Penalty: 3950.393799
	Iteration 44Q: 3 clusters Score -9645687 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185854 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -9645729.000000 Penalty: 3950.393799
	Iteration 45Q: 3 clusters Score -9645729 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186007 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -9645785.000000 Penalty: 3950.393799
	Iteration 46Q: 3 clusters Score -9645785 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186150 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -9645771.000000 Penalty: 3950.393799
	Iteration 47Q: 3 clusters Score -9645771 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186275 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -9645782.000000 Penalty: 3950.393799
	Iteration 48Q: 3 clusters Score -9645782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186373 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -9645824.000000 Penalty: 3950.393799
	Iteration 49Q: 3 clusters Score -9645824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186473 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -9645835.000000 Penalty: 3950.393799
	Iteration 50Q: 3 clusters Score -9645835 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186545 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -9645854.000000 Penalty: 3950.393799
	Iteration 51Q: 3 clusters Score -9645854 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186612 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -9645882.000000 Penalty: 3950.393799
	Iteration 52Q: 3 clusters Score -9645882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186670 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -9645886.000000 Penalty: 3950.393799
	Iteration 53Q: 3 clusters Score -9645886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186714 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -9645902.000000 Penalty: 3950.393799
	Iteration 54Q: 3 clusters Score -9645902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186763 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -9645886.000000 Penalty: 3950.393799
	Iteration 55Q: 3 clusters Score -9645886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186802 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -9645893.000000 Penalty: 3950.393799
	Iteration 56Q: 3 clusters Score -9645893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186826 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -9645896.000000 Penalty: 3950.393799
	Iteration 57Q: 3 clusters Score -9645896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186850 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9645902.000000 Penalty: 3950.393799
	Iteration 58Q: 3 clusters Score -9645902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186883 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -9645909.000000 Penalty: 3950.393799
	Iteration 59Q: 3 clusters Score -9645909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186913 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -9645920.000000 Penalty: 3950.393799
	Iteration 60F: 3 clusters Score -9645920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186927 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -9645931.000000 Penalty: 3950.393799
	Iteration 61Q: 3 clusters Score -9645931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186953 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -9645931.000000 Penalty: 3950.393799
	Iteration 62Q: 3 clusters Score -9645931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186980 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -9645935.000000 Penalty: 3950.393799
	Iteration 63Q: 3 clusters Score -9645935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187005 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -9645945.000000 Penalty: 3950.393799
	Iteration 64Q: 3 clusters Score -9645945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187027 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -9645949.000000 Penalty: 3950.393799
	Iteration 65Q: 3 clusters Score -9645949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187046 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -9645960.000000 Penalty: 3950.393799
	Iteration 66Q: 3 clusters Score -9645960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187068 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -9645969.000000 Penalty: 3950.393799
	Iteration 67Q: 3 clusters Score -9645969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187095 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -9645971.000000 Penalty: 3950.393799
	Iteration 68Q: 3 clusters Score -9645971 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187123 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -9645976.000000 Penalty: 3950.393799
	Iteration 69Q: 3 clusters Score -9645976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187147 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -9645983.000000 Penalty: 3950.393799
	Iteration 70Q: 3 clusters Score -9645983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187169 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -9645989.000000 Penalty: 3950.393799
	Iteration 71Q: 3 clusters Score -9645989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187183 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -9645972.000000 Penalty: 3950.393799
	Iteration 72Q: 3 clusters Score -9645972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187198 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9645987.000000 Penalty: 3950.393799
	Iteration 73Q: 3 clusters Score -9645987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187205 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -9645989.000000 Penalty: 3950.393799
	Iteration 74Q: 3 clusters Score -9645989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187214 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -9645988.000000 Penalty: 3950.393799
	Iteration 75Q: 3 clusters Score -9645988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187226 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -9645974.000000 Penalty: 3950.393799
	Iteration 76Q: 3 clusters Score -9645974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187235 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -9645981.000000 Penalty: 3950.393799
	Iteration 77Q: 3 clusters Score -9645981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187241 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -9645987.000000 Penalty: 3950.393799
	Iteration 78Q: 3 clusters Score -9645987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187247 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -9645985.000000 Penalty: 3950.393799
	Iteration 79Q: 3 clusters Score -9645985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187255 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -9645980.000000 Penalty: 3950.393799
	Iteration 80F: 3 clusters Score -9645980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187263 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -9645989.000000 Penalty: 3950.393799
	Iteration 81Q: 3 clusters Score -9645989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187271 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -9645986.000000 Penalty: 3950.393799
	Iteration 82Q: 3 clusters Score -9645986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187276 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9645990.000000 Penalty: 3950.393799
	Iteration 83Q: 3 clusters Score -9645990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187281 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9645994.000000 Penalty: 3950.393799
	Iteration 84Q: 3 clusters Score -9645994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187283 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -9645992.000000 Penalty: 3950.393799
	Iteration 85Q: 3 clusters Score -9645992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187283 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -9645992.000000 Penalty: 3950.393799
	Iteration 86F: 3 clusters Score -9645992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Entering Unmasked Estep 
Score: -1127058.750000 Penalty: 1619.534912
	Iteration 0F: 2 clusters Score -1127059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1112496.625000 Penalty: 3239.069824
	Iteration 0F: 3 clusters Score -1112497 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1117708.000000 Penalty: 3239.069824
	Iteration 1F: 3 clusters Score -1117708 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1118035.875000 Penalty: 3239.069824
	Iteration 2Q: 3 clusters Score -1118036 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1118409.625000 Penalty: 3239.069824
	Iteration 3Q: 3 clusters Score -1118410 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1118885.250000 Penalty: 3239.069824
	Iteration 4Q: 3 clusters Score -1118885 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1119629.000000 Penalty: 3239.069824
	Iteration 5F: 3 clusters Score -1119629 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1120769.000000 Penalty: 3239.069824
	Iteration 6F: 3 clusters Score -1120769 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1122281.125000 Penalty: 3239.069824
	Iteration 7F: 3 clusters Score -1122281 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1123730.375000 Penalty: 3239.069824
	Iteration 8F: 3 clusters Score -1123730 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -1124753.875000 Penalty: 3239.069824
	Iteration 9Q: 3 clusters Score -1124754 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -1125269.000000 Penalty: 3239.069824
	Iteration 10Q: 3 clusters Score -1125269 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -1125515.625000 Penalty: 3239.069824
	Iteration 11Q: 3 clusters Score -1125516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -1125606.625000 Penalty: 3239.069824
	Iteration 12Q: 3 clusters Score -1125607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -1125658.875000 Penalty: 3239.069824
	Iteration 13Q: 3 clusters Score -1125659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -1125682.125000 Penalty: 3239.069824
	Iteration 14Q: 3 clusters Score -1125682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -1125694.750000 Penalty: 3239.069824
	Iteration 15Q: 3 clusters Score -1125695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -1125710.000000 Penalty: 3239.069824
	Iteration 16Q: 3 clusters Score -1125710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -1125725.375000 Penalty: 3239.069824
	Iteration 17Q: 3 clusters Score -1125725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -1125740.500000 Penalty: 3239.069824
	Iteration 18Q: 3 clusters Score -1125740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1125754.500000 Penalty: 3239.069824
	Iteration 19Q: 3 clusters Score -1125754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1125760.750000 Penalty: 3239.069824
	Iteration 20F: 3 clusters Score -1125761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1125763.000000 Penalty: 3239.069824
	Iteration 21Q: 3 clusters Score -1125763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1125764.250000 Penalty: 3239.069824
	Iteration 22Q: 3 clusters Score -1125764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1125764.250000 Penalty: 3239.069824
	Iteration 23F: 3 clusters Score -1125764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Entering Unmasked Estep 
Score: -384200.875000 Penalty: 1445.806763
	Iteration 0F: 2 clusters Score -384200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -378781.312500 Penalty: 2891.613525
	Iteration 0F: 3 clusters Score -378781.3 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -380490.156250 Penalty: 2891.613525
	Iteration 1F: 3 clusters Score -380490.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -380711.250000 Penalty: 2891.613525
	Iteration 2F: 3 clusters Score -380711.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -380882.968750 Penalty: 2891.613525
	Iteration 3F: 3 clusters Score -380883 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -381059.000000 Penalty: 2891.613525
	Iteration 4Q: 3 clusters Score -381059 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -381283.968750 Penalty: 2891.613525
	Iteration 5Q: 3 clusters Score -381284 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -381513.375000 Penalty: 2891.613525
	Iteration 6Q: 3 clusters Score -381513.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -381731.750000 Penalty: 2891.613525
	Iteration 7Q: 3 clusters Score -381731.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -381969.968750 Penalty: 2891.613525
	Iteration 8Q: 3 clusters Score -381970 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -382250.750000 Penalty: 2891.613525
	Iteration 9Q: 3 clusters Score -382250.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -382503.281250 Penalty: 2891.613525
	Iteration 10Q: 3 clusters Score -382503.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -382697.500000 Penalty: 2891.613525
	Iteration 11Q: 3 clusters Score -382697.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -382866.000000 Penalty: 2891.613525
	Iteration 12Q: 3 clusters Score -382866 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -382989.750000 Penalty: 2891.613525
	Iteration 13Q: 3 clusters Score -382989.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -383067.281250 Penalty: 2891.613525
	Iteration 14Q: 3 clusters Score -383067.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -383131.718750 Penalty: 2891.613525
	Iteration 15Q: 3 clusters Score -383131.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -383177.000000 Penalty: 2891.613525
	Iteration 16Q: 3 clusters Score -383177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -383200.843750 Penalty: 2891.613525
	Iteration 17Q: 3 clusters Score -383200.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -383217.687500 Penalty: 2891.613525
	Iteration 18Q: 3 clusters Score -383217.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -383232.687500 Penalty: 2891.613525
	Iteration 19Q: 3 clusters Score -383232.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -383240.156250 Penalty: 2891.613525
	Iteration 20F: 3 clusters Score -383240.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -383246.000000 Penalty: 2891.613525
	Iteration 21Q: 3 clusters Score -383246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -383251.937500 Penalty: 2891.613525
	Iteration 22Q: 3 clusters Score -383251.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -383254.000000 Penalty: 2891.613525
	Iteration 23Q: 3 clusters Score -383254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -383255.968750 Penalty: 2891.613525
	Iteration 24Q: 3 clusters Score -383256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -383257.218750 Penalty: 2891.613525
	Iteration 25Q: 3 clusters Score -383257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -383260.968750 Penalty: 2891.613525
	Iteration 26Q: 3 clusters Score -383261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -383264.000000 Penalty: 2891.613525
	Iteration 27Q: 3 clusters Score -383264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -383264.500000 Penalty: 2891.613525
	Iteration 28Q: 3 clusters Score -383264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -383265.843750 Penalty: 2891.613525
	Iteration 29Q: 3 clusters Score -383265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -383265.687500 Penalty: 2891.613525
	Iteration 30Q: 3 clusters Score -383265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -383266.468750 Penalty: 2891.613525
	Iteration 31Q: 3 clusters Score -383266.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -383266.468750 Penalty: 2891.613525
	Iteration 32F: 3 clusters Score -383266.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 6 contains 49852 members 
Mstep: Class 11 contains 41177 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 24875 members 
Mstep: Class 15 contains 190053 members 
Mstep: Class 16 contains 21298 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850970.000000 Penalty: 25233.794922
Iteration 199Q: 13 clusters Score -2.085097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 6 contains 49852 members 
Mstep: Class 11 contains 41177 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 24873 members 
Mstep: Class 15 contains 190067 members 
Mstep: Class 16 contains 21295 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850984.000000 Penalty: 25233.794922
Iteration 200F: 13 clusters Score -2.085098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 6 contains 49851 members 
Mstep: Class 11 contains 41176 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 24872 members 
Mstep: Class 15 contains 190083 members 
Mstep: Class 16 contains 21291 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850984.000000 Penalty: 25233.794922
Iteration 201Q: 13 clusters Score -2.085098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 2790 members 
Mstep: Class 3 contains 10991 members 
Mstep: Class 4 contains 5386 members 
Mstep: Class 6 contains 49851 members 
Mstep: Class 11 contains 41174 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 24871 members 
Mstep: Class 15 contains 190093 members 
Mstep: Class 16 contains 21288 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850984.000000 Penalty: 25233.794922
Iteration 202Q: 13 clusters Score -2.085098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 2785 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 6 contains 49851 members 
Mstep: Class 11 contains 41174 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 24870 members 
Mstep: Class 15 contains 190104 members 
Mstep: Class 16 contains 21285 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850990.000000 Penalty: 25233.794922
Iteration 203Q: 13 clusters Score -2.085099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 2782 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 6 contains 49850 members 
Mstep: Class 11 contains 41172 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 190118 members 
Mstep: Class 16 contains 21282 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850990.000000 Penalty: 25233.794922
Iteration 204Q: 13 clusters Score -2.085099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 2779 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5380 members 
Mstep: Class 6 contains 49850 members 
Mstep: Class 11 contains 41171 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 190125 members 
Mstep: Class 16 contains 21280 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850986.000000 Penalty: 25233.794922
Iteration 205Q: 13 clusters Score -2.085099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5379 members 
Mstep: Class 6 contains 49849 members 
Mstep: Class 11 contains 41166 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9360 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 190135 members 
Mstep: Class 16 contains 21279 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850974.000000 Penalty: 25233.794922
Iteration 206Q: 13 clusters Score -2.085097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49848 members 
Mstep: Class 11 contains 41164 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24868 members 
Mstep: Class 15 contains 190142 members 
Mstep: Class 16 contains 21280 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850978.000000 Penalty: 25233.794922
Iteration 207Q: 13 clusters Score -2.085098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49848 members 
Mstep: Class 11 contains 41163 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190145 members 
Mstep: Class 16 contains 21279 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850970.000000 Penalty: 25233.794922
Iteration 208Q: 13 clusters Score -2.085097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49847 members 
Mstep: Class 11 contains 41162 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190147 members 
Mstep: Class 16 contains 21278 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850970.000000 Penalty: 25233.794922
Iteration 209Q: 13 clusters Score -2.085097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49846 members 
Mstep: Class 11 contains 41162 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190149 members 
Mstep: Class 16 contains 21277 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850976.000000 Penalty: 25233.794922
Iteration 210Q: 13 clusters Score -2.085098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49844 members 
Mstep: Class 11 contains 41161 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190153 members 
Mstep: Class 16 contains 21276 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850970.000000 Penalty: 25233.794922
Iteration 211Q: 13 clusters Score -2.085097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49842 members 
Mstep: Class 11 contains 41159 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190157 members 
Mstep: Class 16 contains 21276 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850976.000000 Penalty: 25233.794922
Iteration 212Q: 13 clusters Score -2.085098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49840 members 
Mstep: Class 11 contains 41157 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190161 members 
Mstep: Class 16 contains 21276 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850962.000000 Penalty: 25233.794922
Iteration 213Q: 13 clusters Score -2.085096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49838 members 
Mstep: Class 11 contains 41151 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190170 members 
Mstep: Class 16 contains 21275 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850976.000000 Penalty: 25233.794922
Iteration 214Q: 13 clusters Score -2.085098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49838 members 
Mstep: Class 11 contains 41149 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190172 members 
Mstep: Class 16 contains 21275 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850968.000000 Penalty: 25233.794922
Iteration 215Q: 13 clusters Score -2.085097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49838 members 
Mstep: Class 11 contains 41146 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190175 members 
Mstep: Class 16 contains 21275 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850976.000000 Penalty: 25233.794922
Iteration 216Q: 13 clusters Score -2.085098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49838 members 
Mstep: Class 11 contains 41144 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190178 members 
Mstep: Class 16 contains 21275 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850976.000000 Penalty: 25233.794922
Iteration 217Q: 13 clusters Score -2.085098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49838 members 
Mstep: Class 11 contains 41143 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190179 members 
Mstep: Class 16 contains 21275 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850972.000000 Penalty: 25233.794922
Iteration 218Q: 13 clusters Score -2.085097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 6 contains 49838 members 
Mstep: Class 11 contains 41143 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 15 contains 190179 members 
Mstep: Class 16 contains 21275 members 
Mstep: Class 18 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850972.000000 Penalty: 25233.794922
Iteration 219F: 13 clusters Score -2.085097e+07 nChanged 0
Entering ConstructFrom: 
Score: -20850972.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (52236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Entering Unmasked Estep 
Score: -2750767.250000 Penalty: 1765.323242
	Iteration 0F: 2 clusters Score -2750767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -2716023.000000 Penalty: 3530.646484
	Iteration 0F: 3 clusters Score -2716023 nChanged 24504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -2729828.500000 Penalty: 3530.646484
	Iteration 1F: 3 clusters Score -2729828 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -2730543.750000 Penalty: 3530.646484
	Iteration 2Q: 3 clusters Score -2730544 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -2731639.500000 Penalty: 3530.646484
	Iteration 3Q: 3 clusters Score -2731640 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -2733457.000000 Penalty: 3530.646484
	Iteration 4F: 3 clusters Score -2733457 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -2736367.750000 Penalty: 3530.646484
	Iteration 5F: 3 clusters Score -2736368 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -2740317.500000 Penalty: 3530.646484
	Iteration 6F: 3 clusters Score -2740318 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -2744435.750000 Penalty: 3530.646484
	Iteration 7F: 3 clusters Score -2744436 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -2747272.750000 Penalty: 3530.646484
	Iteration 8F: 3 clusters Score -2747273 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -2748533.750000 Penalty: 3530.646484
	Iteration 9Q: 3 clusters Score -2748534 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -2749064.250000 Penalty: 3530.646484
	Iteration 10Q: 3 clusters Score -2749064 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -2749315.000000 Penalty: 3530.646484
	Iteration 11Q: 3 clusters Score -2749315 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -2749442.000000 Penalty: 3530.646484
	Iteration 12Q: 3 clusters Score -2749442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -2749479.250000 Penalty: 3530.646484
	Iteration 13Q: 3 clusters Score -2749479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -2749505.000000 Penalty: 3530.646484
	Iteration 14Q: 3 clusters Score -2749505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -2749522.000000 Penalty: 3530.646484
	Iteration 15Q: 3 clusters Score -2749522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -2749529.500000 Penalty: 3530.646484
	Iteration 16Q: 3 clusters Score -2749530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -2749534.250000 Penalty: 3530.646484
	Iteration 17Q: 3 clusters Score -2749534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -2749537.250000 Penalty: 3530.646484
	Iteration 18Q: 3 clusters Score -2749537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -2749542.500000 Penalty: 3530.646484
	Iteration 19Q: 3 clusters Score -2749542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -2749546.000000 Penalty: 3530.646484
	Iteration 20F: 3 clusters Score -2749546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -2749547.250000 Penalty: 3530.646484
	Iteration 21Q: 3 clusters Score -2749547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -2749548.500000 Penalty: 3530.646484
	Iteration 22Q: 3 clusters Score -2749548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -2749548.000000 Penalty: 3530.646484
	Iteration 23Q: 3 clusters Score -2749548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -2749548.000000 Penalty: 3530.646484
	Iteration 24F: 3 clusters Score -2749548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -154815.812500 Penalty: 1288.541504
	Iteration 0F: 2 clusters Score -154815.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -152211.765625 Penalty: 2577.083008
	Iteration 0F: 3 clusters Score -152211.8 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -152765.703125 Penalty: 2577.083008
	Iteration 1F: 3 clusters Score -152765.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -152876.187500 Penalty: 2577.083008
	Iteration 2F: 3 clusters Score -152876.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -152943.562500 Penalty: 2577.083008
	Iteration 3Q: 3 clusters Score -152943.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -152979.906250 Penalty: 2577.083008
	Iteration 4Q: 3 clusters Score -152979.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -153010.640625 Penalty: 2577.083008
	Iteration 5Q: 3 clusters Score -153010.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -153033.953125 Penalty: 2577.083008
	Iteration 6Q: 3 clusters Score -153034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -153050.265625 Penalty: 2577.083008
	Iteration 7Q: 3 clusters Score -153050.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -153065.187500 Penalty: 2577.083008
	Iteration 8Q: 3 clusters Score -153065.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -153077.515625 Penalty: 2577.083008
	Iteration 9Q: 3 clusters Score -153077.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -153087.921875 Penalty: 2577.083008
	Iteration 10Q: 3 clusters Score -153087.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -153103.656250 Penalty: 2577.083008
	Iteration 11Q: 3 clusters Score -153103.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -153116.843750 Penalty: 2577.083008
	Iteration 12Q: 3 clusters Score -153116.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -153127.656250 Penalty: 2577.083008
	Iteration 13Q: 3 clusters Score -153127.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -153136.828125 Penalty: 2577.083008
	Iteration 14Q: 3 clusters Score -153136.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -153144.343750 Penalty: 2577.083008
	Iteration 15Q: 3 clusters Score -153144.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -153151.062500 Penalty: 2577.083008
	Iteration 16Q: 3 clusters Score -153151.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -153156.375000 Penalty: 2577.083008
	Iteration 17Q: 3 clusters Score -153156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -153162.421875 Penalty: 2577.083008
	Iteration 18Q: 3 clusters Score -153162.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -153167.125000 Penalty: 2577.083008
	Iteration 19Q: 3 clusters Score -153167.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -153171.015625 Penalty: 2577.083008
	Iteration 20F: 3 clusters Score -153171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -153174.687500 Penalty: 2577.083008
	Iteration 21Q: 3 clusters Score -153174.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -153177.781250 Penalty: 2577.083008
	Iteration 22Q: 3 clusters Score -153177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -153179.828125 Penalty: 2577.083008
	Iteration 23Q: 3 clusters Score -153179.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -153183.140625 Penalty: 2577.083008
	Iteration 24Q: 3 clusters Score -153183.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -153185.140625 Penalty: 2577.083008
	Iteration 25Q: 3 clusters Score -153185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -153187.078125 Penalty: 2577.083008
	Iteration 26Q: 3 clusters Score -153187.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -153191.015625 Penalty: 2577.083008
	Iteration 27Q: 3 clusters Score -153191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -153192.984375 Penalty: 2577.083008
	Iteration 28Q: 3 clusters Score -153193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -153193.406250 Penalty: 2577.083008
	Iteration 29Q: 3 clusters Score -153193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -153194.390625 Penalty: 2577.083008
	Iteration 30Q: 3 clusters Score -153194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -153195.750000 Penalty: 2577.083008
	Iteration 31Q: 3 clusters Score -153195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -153197.406250 Penalty: 2577.083008
	Iteration 32Q: 3 clusters Score -153197.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -153198.765625 Penalty: 2577.083008
	Iteration 33Q: 3 clusters Score -153198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -153200.000000 Penalty: 2577.083008
	Iteration 34Q: 3 clusters Score -153200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -153201.890625 Penalty: 2577.083008
	Iteration 35Q: 3 clusters Score -153201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -153203.250000 Penalty: 2577.083008
	Iteration 36Q: 3 clusters Score -153203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -153204.593750 Penalty: 2577.083008
	Iteration 37Q: 3 clusters Score -153204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -153205.656250 Penalty: 2577.083008
	Iteration 38Q: 3 clusters Score -153205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -153206.687500 Penalty: 2577.083008
	Iteration 39Q: 3 clusters Score -153206.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -153208.546875 Penalty: 2577.083008
	Iteration 40F: 3 clusters Score -153208.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -153210.515625 Penalty: 2577.083008
	Iteration 41Q: 3 clusters Score -153210.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -153213.562500 Penalty: 2577.083008
	Iteration 42Q: 3 clusters Score -153213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -153214.921875 Penalty: 2577.083008
	Iteration 43Q: 3 clusters Score -153214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -153215.593750 Penalty: 2577.083008
	Iteration 44Q: 3 clusters Score -153215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -153216.687500 Penalty: 2577.083008
	Iteration 45Q: 3 clusters Score -153216.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -153220.093750 Penalty: 2577.083008
	Iteration 46Q: 3 clusters Score -153220.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -153223.125000 Penalty: 2577.083008
	Iteration 47Q: 3 clusters Score -153223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -153226.265625 Penalty: 2577.083008
	Iteration 48Q: 3 clusters Score -153226.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -153228.765625 Penalty: 2577.083008
	Iteration 49Q: 3 clusters Score -153228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -153232.343750 Penalty: 2577.083008
	Iteration 50Q: 3 clusters Score -153232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -153234.859375 Penalty: 2577.083008
	Iteration 51Q: 3 clusters Score -153234.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -153238.546875 Penalty: 2577.083008
	Iteration 52Q: 3 clusters Score -153238.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -153240.046875 Penalty: 2577.083008
	Iteration 53Q: 3 clusters Score -153240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -153241.281250 Penalty: 2577.083008
	Iteration 54Q: 3 clusters Score -153241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -153242.109375 Penalty: 2577.083008
	Iteration 55Q: 3 clusters Score -153242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -153243.765625 Penalty: 2577.083008
	Iteration 56Q: 3 clusters Score -153243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -153246.312500 Penalty: 2577.083008
	Iteration 57Q: 3 clusters Score -153246.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -153249.656250 Penalty: 2577.083008
	Iteration 58Q: 3 clusters Score -153249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -153253.531250 Penalty: 2577.083008
	Iteration 59Q: 3 clusters Score -153253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -153258.718750 Penalty: 2577.083008
	Iteration 60F: 3 clusters Score -153258.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -153263.593750 Penalty: 2577.083008
	Iteration 61Q: 3 clusters Score -153263.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -153267.031250 Penalty: 2577.083008
	Iteration 62Q: 3 clusters Score -153267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -153269.375000 Penalty: 2577.083008
	Iteration 63Q: 3 clusters Score -153269.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -153272.359375 Penalty: 2577.083008
	Iteration 64Q: 3 clusters Score -153272.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -153276.140625 Penalty: 2577.083008
	Iteration 65Q: 3 clusters Score -153276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -153278.156250 Penalty: 2577.083008
	Iteration 66Q: 3 clusters Score -153278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -153280.593750 Penalty: 2577.083008
	Iteration 67Q: 3 clusters Score -153280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -153284.656250 Penalty: 2577.083008
	Iteration 68Q: 3 clusters Score -153284.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -153289.515625 Penalty: 2577.083008
	Iteration 69Q: 3 clusters Score -153289.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -153296.078125 Penalty: 2577.083008
	Iteration 70Q: 3 clusters Score -153296.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -153304.578125 Penalty: 2577.083008
	Iteration 71Q: 3 clusters Score -153304.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -153323.125000 Penalty: 2577.083008
	Iteration 72Q: 3 clusters Score -153323.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -153340.140625 Penalty: 2577.083008
	Iteration 73Q: 3 clusters Score -153340.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -153356.015625 Penalty: 2577.083008
	Iteration 74Q: 3 clusters Score -153356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -153374.093750 Penalty: 2577.083008
	Iteration 75Q: 3 clusters Score -153374.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -153392.093750 Penalty: 2577.083008
	Iteration 76Q: 3 clusters Score -153392.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -153412.015625 Penalty: 2577.083008
	Iteration 77Q: 3 clusters Score -153412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -153428.468750 Penalty: 2577.083008
	Iteration 78Q: 3 clusters Score -153428.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -153441.390625 Penalty: 2577.083008
	Iteration 79Q: 3 clusters Score -153441.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -153458.406250 Penalty: 2577.083008
	Iteration 80F: 3 clusters Score -153458.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -153469.671875 Penalty: 2577.083008
	Iteration 81Q: 3 clusters Score -153469.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -153477.546875 Penalty: 2577.083008
	Iteration 82Q: 3 clusters Score -153477.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -153483.921875 Penalty: 2577.083008
	Iteration 83Q: 3 clusters Score -153483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -153491.859375 Penalty: 2577.083008
	Iteration 84Q: 3 clusters Score -153491.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -153496.687500 Penalty: 2577.083008
	Iteration 85Q: 3 clusters Score -153496.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -153502.015625 Penalty: 2577.083008
	Iteration 86Q: 3 clusters Score -153502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -153507.484375 Penalty: 2577.083008
	Iteration 87Q: 3 clusters Score -153507.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -153513.796875 Penalty: 2577.083008
	Iteration 88Q: 3 clusters Score -153513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -153516.843750 Penalty: 2577.083008
	Iteration 89Q: 3 clusters Score -153516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -153522.453125 Penalty: 2577.083008
	Iteration 90Q: 3 clusters Score -153522.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -153529.812500 Penalty: 2577.083008
	Iteration 91Q: 3 clusters Score -153529.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -153540.453125 Penalty: 2577.083008
	Iteration 92Q: 3 clusters Score -153540.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -153554.046875 Penalty: 2577.083008
	Iteration 93Q: 3 clusters Score -153554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -153567.125000 Penalty: 2577.083008
	Iteration 94Q: 3 clusters Score -153567.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -153576.203125 Penalty: 2577.083008
	Iteration 95Q: 3 clusters Score -153576.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -153583.390625 Penalty: 2577.083008
	Iteration 96Q: 3 clusters Score -153583.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -153591.265625 Penalty: 2577.083008
	Iteration 97Q: 3 clusters Score -153591.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -153599.687500 Penalty: 2577.083008
	Iteration 98Q: 3 clusters Score -153599.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -153610.953125 Penalty: 2577.083008
	Iteration 99Q: 3 clusters Score -153611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -153619.328125 Penalty: 2577.083008
	Iteration 100F: 3 clusters Score -153619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -153626.171875 Penalty: 2577.083008
	Iteration 101Q: 3 clusters Score -153626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -153628.937500 Penalty: 2577.083008
	Iteration 102Q: 3 clusters Score -153628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -153630.921875 Penalty: 2577.083008
	Iteration 103Q: 3 clusters Score -153630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -153632.250000 Penalty: 2577.083008
	Iteration 104Q: 3 clusters Score -153632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -153633.156250 Penalty: 2577.083008
	Iteration 105Q: 3 clusters Score -153633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -153633.156250 Penalty: 2577.083008
	Iteration 106F: 3 clusters Score -153633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Entering Unmasked Estep 
Score: -545507.562500 Penalty: 1512.050049
	Iteration 0F: 2 clusters Score -545507.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -537747.625000 Penalty: 3024.100098
	Iteration 0F: 3 clusters Score -537747.6 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -540344.062500 Penalty: 3024.100098
	Iteration 1F: 3 clusters Score -540344.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -540735.125000 Penalty: 3024.100098
	Iteration 2F: 3 clusters Score -540735.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -541154.125000 Penalty: 3024.100098
	Iteration 3F: 3 clusters Score -541154.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -541536.000000 Penalty: 3024.100098
	Iteration 4F: 3 clusters Score -541536 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -541887.937500 Penalty: 3024.100098
	Iteration 5F: 3 clusters Score -541887.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -542187.625000 Penalty: 3024.100098
	Iteration 6Q: 3 clusters Score -542187.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -542479.437500 Penalty: 3024.100098
	Iteration 7Q: 3 clusters Score -542479.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -542737.750000 Penalty: 3024.100098
	Iteration 8Q: 3 clusters Score -542737.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -542942.000000 Penalty: 3024.100098
	Iteration 9Q: 3 clusters Score -542942 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -543101.312500 Penalty: 3024.100098
	Iteration 10Q: 3 clusters Score -543101.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -543226.250000 Penalty: 3024.100098
	Iteration 11Q: 3 clusters Score -543226.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -543322.312500 Penalty: 3024.100098
	Iteration 12Q: 3 clusters Score -543322.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -543412.937500 Penalty: 3024.100098
	Iteration 13Q: 3 clusters Score -543412.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -543555.562500 Penalty: 3024.100098
	Iteration 14Q: 3 clusters Score -543555.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -543739.500000 Penalty: 3024.100098
	Iteration 15Q: 3 clusters Score -543739.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -543895.812500 Penalty: 3024.100098
	Iteration 16Q: 3 clusters Score -543895.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -543996.687500 Penalty: 3024.100098
	Iteration 17Q: 3 clusters Score -543996.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -544057.312500 Penalty: 3024.100098
	Iteration 18Q: 3 clusters Score -544057.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -544094.687500 Penalty: 3024.100098
	Iteration 19Q: 3 clusters Score -544094.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -544118.625000 Penalty: 3024.100098
	Iteration 20F: 3 clusters Score -544118.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -544131.875000 Penalty: 3024.100098
	Iteration 21Q: 3 clusters Score -544131.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -544144.875000 Penalty: 3024.100098
	Iteration 22Q: 3 clusters Score -544144.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -544154.000000 Penalty: 3024.100098
	Iteration 23Q: 3 clusters Score -544154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -544161.750000 Penalty: 3024.100098
	Iteration 24Q: 3 clusters Score -544161.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -544165.812500 Penalty: 3024.100098
	Iteration 25Q: 3 clusters Score -544165.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -544168.687500 Penalty: 3024.100098
	Iteration 26Q: 3 clusters Score -544168.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -544171.562500 Penalty: 3024.100098
	Iteration 27Q: 3 clusters Score -544171.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -544173.937500 Penalty: 3024.100098
	Iteration 28Q: 3 clusters Score -544173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -544176.125000 Penalty: 3024.100098
	Iteration 29Q: 3 clusters Score -544176.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -544177.312500 Penalty: 3024.100098
	Iteration 30Q: 3 clusters Score -544177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -544179.187500 Penalty: 3024.100098
	Iteration 31Q: 3 clusters Score -544179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -544180.250000 Penalty: 3024.100098
	Iteration 32Q: 3 clusters Score -544180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -544180.437500 Penalty: 3024.100098
	Iteration 33Q: 3 clusters Score -544180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -544181.375000 Penalty: 3024.100098
	Iteration 34Q: 3 clusters Score -544181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -544181.687500 Penalty: 3024.100098
	Iteration 35Q: 3 clusters Score -544181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -544182.875000 Penalty: 3024.100098
	Iteration 36Q: 3 clusters Score -544182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -544184.312500 Penalty: 3024.100098
	Iteration 37Q: 3 clusters Score -544184.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -544188.312500 Penalty: 3024.100098
	Iteration 38Q: 3 clusters Score -544188.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -544190.437500 Penalty: 3024.100098
	Iteration 39Q: 3 clusters Score -544190.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -544190.562500 Penalty: 3024.100098
	Iteration 40F: 3 clusters Score -544190.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -544192.875000 Penalty: 3024.100098
	Iteration 41Q: 3 clusters Score -544192.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -544193.000000 Penalty: 3024.100098
	Iteration 42Q: 3 clusters Score -544193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -544193.687500 Penalty: 3024.100098
	Iteration 43Q: 3 clusters Score -544193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -544193.687500 Penalty: 3024.100098
	Iteration 44F: 3 clusters Score -544193.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Entering Unmasked Estep 
Score: -290654.187500 Penalty: 1395.856445
	Iteration 0F: 2 clusters Score -290654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -286418.187500 Penalty: 2791.712891
	Iteration 0F: 3 clusters Score -286418.2 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -287577.062500 Penalty: 2791.712891
	Iteration 1F: 3 clusters Score -287577.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -287742.000000 Penalty: 2791.712891
	Iteration 2F: 3 clusters Score -287742 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -287855.750000 Penalty: 2791.712891
	Iteration 3Q: 3 clusters Score -287855.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -287935.687500 Penalty: 2791.712891
	Iteration 4Q: 3 clusters Score -287935.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -288001.843750 Penalty: 2791.712891
	Iteration 5Q: 3 clusters Score -288001.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -288074.531250 Penalty: 2791.712891
	Iteration 6Q: 3 clusters Score -288074.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -288144.500000 Penalty: 2791.712891
	Iteration 7Q: 3 clusters Score -288144.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -288219.843750 Penalty: 2791.712891
	Iteration 8Q: 3 clusters Score -288219.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -288322.406250 Penalty: 2791.712891
	Iteration 9Q: 3 clusters Score -288322.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -288441.750000 Penalty: 2791.712891
	Iteration 10Q: 3 clusters Score -288441.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -288591.406250 Penalty: 2791.712891
	Iteration 11Q: 3 clusters Score -288591.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -288760.937500 Penalty: 2791.712891
	Iteration 12Q: 3 clusters Score -288760.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -288907.375000 Penalty: 2791.712891
	Iteration 13Q: 3 clusters Score -288907.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -289055.906250 Penalty: 2791.712891
	Iteration 14Q: 3 clusters Score -289055.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -289165.468750 Penalty: 2791.712891
	Iteration 15Q: 3 clusters Score -289165.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -289234.125000 Penalty: 2791.712891
	Iteration 16Q: 3 clusters Score -289234.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -289288.062500 Penalty: 2791.712891
	Iteration 17Q: 3 clusters Score -289288.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -289329.625000 Penalty: 2791.712891
	Iteration 18Q: 3 clusters Score -289329.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -289362.187500 Penalty: 2791.712891
	Iteration 19Q: 3 clusters Score -289362.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -289390.125000 Penalty: 2791.712891
	Iteration 20F: 3 clusters Score -289390.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -289405.875000 Penalty: 2791.712891
	Iteration 21Q: 3 clusters Score -289405.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -289414.687500 Penalty: 2791.712891
	Iteration 22Q: 3 clusters Score -289414.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -289425.968750 Penalty: 2791.712891
	Iteration 23Q: 3 clusters Score -289426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -289433.656250 Penalty: 2791.712891
	Iteration 24Q: 3 clusters Score -289433.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -289443.375000 Penalty: 2791.712891
	Iteration 25Q: 3 clusters Score -289443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -289449.562500 Penalty: 2791.712891
	Iteration 26Q: 3 clusters Score -289449.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -289457.000000 Penalty: 2791.712891
	Iteration 27Q: 3 clusters Score -289457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -289461.437500 Penalty: 2791.712891
	Iteration 28Q: 3 clusters Score -289461.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -289462.437500 Penalty: 2791.712891
	Iteration 29Q: 3 clusters Score -289462.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -289464.875000 Penalty: 2791.712891
	Iteration 30Q: 3 clusters Score -289464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -289466.500000 Penalty: 2791.712891
	Iteration 31Q: 3 clusters Score -289466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -289469.437500 Penalty: 2791.712891
	Iteration 32Q: 3 clusters Score -289469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -289470.468750 Penalty: 2791.712891
	Iteration 33Q: 3 clusters Score -289470.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -289470.468750 Penalty: 2791.712891
	Iteration 34F: 3 clusters Score -289470.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Entering Unmasked Estep 
Score: -2632869.250000 Penalty: 1757.686646
	Iteration 0F: 2 clusters Score -2632869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -2599648.500000 Penalty: 3515.373291
	Iteration 0F: 3 clusters Score -2599648 nChanged 23146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -2613134.500000 Penalty: 3515.373291
	Iteration 1F: 3 clusters Score -2613134 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -2614269.750000 Penalty: 3515.373291
	Iteration 2F: 3 clusters Score -2614270 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -2616026.000000 Penalty: 3515.373291
	Iteration 3F: 3 clusters Score -2616026 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -2618823.000000 Penalty: 3515.373291
	Iteration 4F: 3 clusters Score -2618823 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -2622716.000000 Penalty: 3515.373291
	Iteration 5F: 3 clusters Score -2622716 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -2626702.000000 Penalty: 3515.373291
	Iteration 6F: 3 clusters Score -2626702 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -2629320.500000 Penalty: 3515.373291
	Iteration 7F: 3 clusters Score -2629320 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -2630614.250000 Penalty: 3515.373291
	Iteration 8Q: 3 clusters Score -2630614 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -2631162.000000 Penalty: 3515.373291
	Iteration 9Q: 3 clusters Score -2631162 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -2631417.000000 Penalty: 3515.373291
	Iteration 10Q: 3 clusters Score -2631417 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -2631526.750000 Penalty: 3515.373291
	Iteration 11Q: 3 clusters Score -2631527 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -2631603.000000 Penalty: 3515.373291
	Iteration 12Q: 3 clusters Score -2631603 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -2631629.750000 Penalty: 3515.373291
	Iteration 13Q: 3 clusters Score -2631630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -2631644.500000 Penalty: 3515.373291
	Iteration 14Q: 3 clusters Score -2631644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -2631663.000000 Penalty: 3515.373291
	Iteration 15Q: 3 clusters Score -2631663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -2631674.000000 Penalty: 3515.373291
	Iteration 16Q: 3 clusters Score -2631674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -2631680.500000 Penalty: 3515.373291
	Iteration 17Q: 3 clusters Score -2631680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -2631703.500000 Penalty: 3515.373291
	Iteration 18Q: 3 clusters Score -2631704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -2631709.000000 Penalty: 3515.373291
	Iteration 19Q: 3 clusters Score -2631709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -2631714.500000 Penalty: 3515.373291
	Iteration 20F: 3 clusters Score -2631714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -2631725.000000 Penalty: 3515.373291
	Iteration 21Q: 3 clusters Score -2631725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -2631730.750000 Penalty: 3515.373291
	Iteration 22Q: 3 clusters Score -2631731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -2631730.500000 Penalty: 3515.373291
	Iteration 23Q: 3 clusters Score -2631730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -2631728.000000 Penalty: 3515.373291
	Iteration 24Q: 3 clusters Score -2631728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -2631726.500000 Penalty: 3515.373291
	Iteration 25Q: 3 clusters Score -2631726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -2631728.750000 Penalty: 3515.373291
	Iteration 26Q: 3 clusters Score -2631729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -2631732.000000 Penalty: 3515.373291
	Iteration 27Q: 3 clusters Score -2631732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -2631730.750000 Penalty: 3515.373291
	Iteration 28Q: 3 clusters Score -2631731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -2631735.750000 Penalty: 3515.373291
	Iteration 29Q: 3 clusters Score -2631736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -2631738.500000 Penalty: 3515.373291
	Iteration 30Q: 3 clusters Score -2631738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -2631740.000000 Penalty: 3515.373291
	Iteration 31Q: 3 clusters Score -2631740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -2631740.250000 Penalty: 3515.373291
	Iteration 32Q: 3 clusters Score -2631740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -2631747.750000 Penalty: 3515.373291
	Iteration 33Q: 3 clusters Score -2631748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -2631744.750000 Penalty: 3515.373291
	Iteration 34Q: 3 clusters Score -2631745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -2631747.750000 Penalty: 3515.373291
	Iteration 35Q: 3 clusters Score -2631748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -2631749.000000 Penalty: 3515.373291
	Iteration 36Q: 3 clusters Score -2631749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -2631749.000000 Penalty: 3515.373291
	Iteration 37F: 3 clusters Score -2631749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Entering Unmasked Estep 
Score: -2186517.000000 Penalty: 1726.531494
	Iteration 0F: 2 clusters Score -2186517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2158942.000000 Penalty: 3453.062988
	Iteration 0F: 3 clusters Score -2158942 nChanged 19110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2169998.000000 Penalty: 3453.062988
	Iteration 1F: 3 clusters Score -2169998 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2170738.250000 Penalty: 3453.062988
	Iteration 2Q: 3 clusters Score -2170738 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2171558.750000 Penalty: 3453.062988
	Iteration 3Q: 3 clusters Score -2171559 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2172603.500000 Penalty: 3453.062988
	Iteration 4F: 3 clusters Score -2172604 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2173976.000000 Penalty: 3453.062988
	Iteration 5F: 3 clusters Score -2173976 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2175758.500000 Penalty: 3453.062988
	Iteration 6F: 3 clusters Score -2175758 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2177595.000000 Penalty: 3453.062988
	Iteration 7F: 3 clusters Score -2177595 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2178990.500000 Penalty: 3453.062988
	Iteration 8F: 3 clusters Score -2178990 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2179672.250000 Penalty: 3453.062988
	Iteration 9Q: 3 clusters Score -2179672 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -2179940.500000 Penalty: 3453.062988
	Iteration 10Q: 3 clusters Score -2179940 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -2180094.000000 Penalty: 3453.062988
	Iteration 11Q: 3 clusters Score -2180094 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -2180202.000000 Penalty: 3453.062988
	Iteration 12Q: 3 clusters Score -2180202 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -2180303.500000 Penalty: 3453.062988
	Iteration 13Q: 3 clusters Score -2180304 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2180411.250000 Penalty: 3453.062988
	Iteration 14Q: 3 clusters Score -2180411 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2180484.000000 Penalty: 3453.062988
	Iteration 15Q: 3 clusters Score -2180484 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -2180552.500000 Penalty: 3453.062988
	Iteration 16Q: 3 clusters Score -2180552 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -2180618.250000 Penalty: 3453.062988
	Iteration 17Q: 3 clusters Score -2180618 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -2180676.500000 Penalty: 3453.062988
	Iteration 18Q: 3 clusters Score -2180676 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -2180719.250000 Penalty: 3453.062988
	Iteration 19Q: 3 clusters Score -2180719 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -2180775.000000 Penalty: 3453.062988
	Iteration 20F: 3 clusters Score -2180775 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -2180813.750000 Penalty: 3453.062988
	Iteration 21Q: 3 clusters Score -2180814 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -2180851.750000 Penalty: 3453.062988
	Iteration 22Q: 3 clusters Score -2180852 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -2180905.500000 Penalty: 3453.062988
	Iteration 23Q: 3 clusters Score -2180906 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -2180944.000000 Penalty: 3453.062988
	Iteration 24Q: 3 clusters Score -2180944 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -2180996.250000 Penalty: 3453.062988
	Iteration 25Q: 3 clusters Score -2180996 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -2181034.250000 Penalty: 3453.062988
	Iteration 26Q: 3 clusters Score -2181034 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -2181062.750000 Penalty: 3453.062988
	Iteration 27Q: 3 clusters Score -2181063 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -2181107.000000 Penalty: 3453.062988
	Iteration 28Q: 3 clusters Score -2181107 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -2181147.750000 Penalty: 3453.062988
	Iteration 29Q: 3 clusters Score -2181148 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -2181191.000000 Penalty: 3453.062988
	Iteration 30Q: 3 clusters Score -2181191 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -2181231.500000 Penalty: 3453.062988
	Iteration 31Q: 3 clusters Score -2181232 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -2181284.500000 Penalty: 3453.062988
	Iteration 32Q: 3 clusters Score -2181284 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -2181346.250000 Penalty: 3453.062988
	Iteration 33Q: 3 clusters Score -2181346 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -2181393.500000 Penalty: 3453.062988
	Iteration 34Q: 3 clusters Score -2181394 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -2181447.750000 Penalty: 3453.062988
	Iteration 35Q: 3 clusters Score -2181448 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -2181497.000000 Penalty: 3453.062988
	Iteration 36Q: 3 clusters Score -2181497 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -2181543.750000 Penalty: 3453.062988
	Iteration 37Q: 3 clusters Score -2181544 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -2181599.000000 Penalty: 3453.062988
	Iteration 38Q: 3 clusters Score -2181599 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -2181633.750000 Penalty: 3453.062988
	Iteration 39Q: 3 clusters Score -2181634 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -2181697.750000 Penalty: 3453.062988
	Iteration 40F: 3 clusters Score -2181698 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -2181759.000000 Penalty: 3453.062988
	Iteration 41Q: 3 clusters Score -2181759 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -2181820.250000 Penalty: 3453.062988
	Iteration 42Q: 3 clusters Score -2181820 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -2181880.250000 Penalty: 3453.062988
	Iteration 43Q: 3 clusters Score -2181880 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -2181960.750000 Penalty: 3453.062988
	Iteration 44Q: 3 clusters Score -2181961 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -2182038.750000 Penalty: 3453.062988
	Iteration 45Q: 3 clusters Score -2182039 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -2182121.750000 Penalty: 3453.062988
	Iteration 46Q: 3 clusters Score -2182122 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -2182212.750000 Penalty: 3453.062988
	Iteration 47Q: 3 clusters Score -2182213 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -2182306.500000 Penalty: 3453.062988
	Iteration 48Q: 3 clusters Score -2182306 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -2182409.750000 Penalty: 3453.062988
	Iteration 49Q: 3 clusters Score -2182410 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -2182544.250000 Penalty: 3453.062988
	Iteration 50Q: 3 clusters Score -2182544 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -2182675.500000 Penalty: 3453.062988
	Iteration 51Q: 3 clusters Score -2182676 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -2182820.500000 Penalty: 3453.062988
	Iteration 52Q: 3 clusters Score -2182820 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -2182990.000000 Penalty: 3453.062988
	Iteration 53Q: 3 clusters Score -2182990 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -2183149.000000 Penalty: 3453.062988
	Iteration 54Q: 3 clusters Score -2183149 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -2183321.000000 Penalty: 3453.062988
	Iteration 55Q: 3 clusters Score -2183321 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -2183504.500000 Penalty: 3453.062988
	Iteration 56Q: 3 clusters Score -2183504 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -2183695.500000 Penalty: 3453.062988
	Iteration 57Q: 3 clusters Score -2183696 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -2183876.000000 Penalty: 3453.062988
	Iteration 58Q: 3 clusters Score -2183876 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -2184041.500000 Penalty: 3453.062988
	Iteration 59Q: 3 clusters Score -2184042 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -2184200.750000 Penalty: 3453.062988
	Iteration 60F: 3 clusters Score -2184201 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -2184377.000000 Penalty: 3453.062988
	Iteration 61Q: 3 clusters Score -2184377 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -2184549.000000 Penalty: 3453.062988
	Iteration 62Q: 3 clusters Score -2184549 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -2184724.250000 Penalty: 3453.062988
	Iteration 63Q: 3 clusters Score -2184724 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -2184856.000000 Penalty: 3453.062988
	Iteration 64Q: 3 clusters Score -2184856 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -2184958.000000 Penalty: 3453.062988
	Iteration 65Q: 3 clusters Score -2184958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -2185029.750000 Penalty: 3453.062988
	Iteration 66Q: 3 clusters Score -2185030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -2185073.500000 Penalty: 3453.062988
	Iteration 67Q: 3 clusters Score -2185074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -2185099.500000 Penalty: 3453.062988
	Iteration 68Q: 3 clusters Score -2185100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -2185113.750000 Penalty: 3453.062988
	Iteration 69Q: 3 clusters Score -2185114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -2185128.000000 Penalty: 3453.062988
	Iteration 70Q: 3 clusters Score -2185128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -2185135.000000 Penalty: 3453.062988
	Iteration 71Q: 3 clusters Score -2185135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -2185144.000000 Penalty: 3453.062988
	Iteration 72Q: 3 clusters Score -2185144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -2185150.000000 Penalty: 3453.062988
	Iteration 73Q: 3 clusters Score -2185150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -2185151.500000 Penalty: 3453.062988
	Iteration 74Q: 3 clusters Score -2185152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -2185158.250000 Penalty: 3453.062988
	Iteration 75Q: 3 clusters Score -2185158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -2185164.750000 Penalty: 3453.062988
	Iteration 76Q: 3 clusters Score -2185165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -2185167.000000 Penalty: 3453.062988
	Iteration 77Q: 3 clusters Score -2185167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -2185170.250000 Penalty: 3453.062988
	Iteration 78Q: 3 clusters Score -2185170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -2185169.250000 Penalty: 3453.062988
	Iteration 79Q: 3 clusters Score -2185169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -2185172.250000 Penalty: 3453.062988
	Iteration 80F: 3 clusters Score -2185172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -2185176.750000 Penalty: 3453.062988
	Iteration 81Q: 3 clusters Score -2185177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -2185176.000000 Penalty: 3453.062988
	Iteration 82Q: 3 clusters Score -2185176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -2185176.000000 Penalty: 3453.062988
	Iteration 83F: 3 clusters Score -2185176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -69030.117188 Penalty: 1184.450684
	Iteration 0F: 2 clusters Score -69030.12 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 724 members 
Entering Unmasked Estep 
Score: -67286.218750 Penalty: 2368.901367
	Iteration 0F: 3 clusters Score -67286.22 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -67705.273438 Penalty: 2368.901367
	Iteration 1F: 3 clusters Score -67705.27 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -67833.656250 Penalty: 2368.901367
	Iteration 2F: 3 clusters Score -67833.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -67924.093750 Penalty: 2368.901367
	Iteration 3F: 3 clusters Score -67924.09 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -67984.648438 Penalty: 2368.901367
	Iteration 4Q: 3 clusters Score -67984.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -68026.757812 Penalty: 2368.901367
	Iteration 5Q: 3 clusters Score -68026.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -68052.953125 Penalty: 2368.901367
	Iteration 6Q: 3 clusters Score -68052.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -68074.953125 Penalty: 2368.901367
	Iteration 7Q: 3 clusters Score -68074.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -68096.632812 Penalty: 2368.901367
	Iteration 8Q: 3 clusters Score -68096.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -68121.460938 Penalty: 2368.901367
	Iteration 9Q: 3 clusters Score -68121.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -68139.898438 Penalty: 2368.901367
	Iteration 10Q: 3 clusters Score -68139.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -68156.031250 Penalty: 2368.901367
	Iteration 11Q: 3 clusters Score -68156.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -68169.343750 Penalty: 2368.901367
	Iteration 12Q: 3 clusters Score -68169.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68182.789062 Penalty: 2368.901367
	Iteration 13Q: 3 clusters Score -68182.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68193.320312 Penalty: 2368.901367
	Iteration 14Q: 3 clusters Score -68193.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68198.187500 Penalty: 2368.901367
	Iteration 15Q: 3 clusters Score -68198.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68202.210938 Penalty: 2368.901367
	Iteration 16Q: 3 clusters Score -68202.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68205.812500 Penalty: 2368.901367
	Iteration 17Q: 3 clusters Score -68205.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -68210.648438 Penalty: 2368.901367
	Iteration 18Q: 3 clusters Score -68210.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68213.015625 Penalty: 2368.901367
	Iteration 19Q: 3 clusters Score -68213.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68213.015625 Penalty: 2368.901367
	Iteration 20F: 3 clusters Score -68213.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Entering Unmasked Estep 
Score: -499712.750000 Penalty: 1485.897827
	Iteration 0F: 2 clusters Score -499712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -492886.406250 Penalty: 2971.795654
	Iteration 0F: 3 clusters Score -492886.4 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -495071.156250 Penalty: 2971.795654
	Iteration 1F: 3 clusters Score -495071.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -495332.687500 Penalty: 2971.795654
	Iteration 2F: 3 clusters Score -495332.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -495623.906250 Penalty: 2971.795654
	Iteration 3F: 3 clusters Score -495623.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -495921.406250 Penalty: 2971.795654
	Iteration 4F: 3 clusters Score -495921.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -496223.031250 Penalty: 2971.795654
	Iteration 5F: 3 clusters Score -496223 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -496514.843750 Penalty: 2971.795654
	Iteration 6F: 3 clusters Score -496514.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -496839.250000 Penalty: 2971.795654
	Iteration 7F: 3 clusters Score -496839.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -497189.781250 Penalty: 2971.795654
	Iteration 8F: 3 clusters Score -497189.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -497509.500000 Penalty: 2971.795654
	Iteration 9Q: 3 clusters Score -497509.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -497755.062500 Penalty: 2971.795654
	Iteration 10Q: 3 clusters Score -497755.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -497917.156250 Penalty: 2971.795654
	Iteration 11Q: 3 clusters Score -497917.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -498020.437500 Penalty: 2971.795654
	Iteration 12Q: 3 clusters Score -498020.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -498097.468750 Penalty: 2971.795654
	Iteration 13Q: 3 clusters Score -498097.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -498147.906250 Penalty: 2971.795654
	Iteration 14Q: 3 clusters Score -498147.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -498188.500000 Penalty: 2971.795654
	Iteration 15Q: 3 clusters Score -498188.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -498228.937500 Penalty: 2971.795654
	Iteration 16Q: 3 clusters Score -498228.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -498259.875000 Penalty: 2971.795654
	Iteration 17Q: 3 clusters Score -498259.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -498282.531250 Penalty: 2971.795654
	Iteration 18Q: 3 clusters Score -498282.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -498299.468750 Penalty: 2971.795654
	Iteration 19Q: 3 clusters Score -498299.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -498310.281250 Penalty: 2971.795654
	Iteration 20F: 3 clusters Score -498310.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -498320.218750 Penalty: 2971.795654
	Iteration 21Q: 3 clusters Score -498320.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -498333.750000 Penalty: 2971.795654
	Iteration 22Q: 3 clusters Score -498333.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -498348.343750 Penalty: 2971.795654
	Iteration 23Q: 3 clusters Score -498348.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -498363.937500 Penalty: 2971.795654
	Iteration 24Q: 3 clusters Score -498363.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -498376.468750 Penalty: 2971.795654
	Iteration 25Q: 3 clusters Score -498376.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -498391.062500 Penalty: 2971.795654
	Iteration 26Q: 3 clusters Score -498391.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -498401.812500 Penalty: 2971.795654
	Iteration 27Q: 3 clusters Score -498401.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -498410.312500 Penalty: 2971.795654
	Iteration 28Q: 3 clusters Score -498410.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -498424.750000 Penalty: 2971.795654
	Iteration 29Q: 3 clusters Score -498424.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -498442.031250 Penalty: 2971.795654
	Iteration 30Q: 3 clusters Score -498442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -498453.312500 Penalty: 2971.795654
	Iteration 31Q: 3 clusters Score -498453.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -498463.937500 Penalty: 2971.795654
	Iteration 32Q: 3 clusters Score -498463.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -498473.937500 Penalty: 2971.795654
	Iteration 33Q: 3 clusters Score -498473.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -498481.500000 Penalty: 2971.795654
	Iteration 34Q: 3 clusters Score -498481.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -498496.750000 Penalty: 2971.795654
	Iteration 35Q: 3 clusters Score -498496.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -498514.968750 Penalty: 2971.795654
	Iteration 36Q: 3 clusters Score -498515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -498529.812500 Penalty: 2971.795654
	Iteration 37Q: 3 clusters Score -498529.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -498547.187500 Penalty: 2971.795654
	Iteration 38Q: 3 clusters Score -498547.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -498560.937500 Penalty: 2971.795654
	Iteration 39Q: 3 clusters Score -498560.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -498567.218750 Penalty: 2971.795654
	Iteration 40F: 3 clusters Score -498567.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -498577.468750 Penalty: 2971.795654
	Iteration 41Q: 3 clusters Score -498577.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -498583.125000 Penalty: 2971.795654
	Iteration 42Q: 3 clusters Score -498583.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -498588.781250 Penalty: 2971.795654
	Iteration 43Q: 3 clusters Score -498588.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -498594.000000 Penalty: 2971.795654
	Iteration 44Q: 3 clusters Score -498594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -498596.250000 Penalty: 2971.795654
	Iteration 45Q: 3 clusters Score -498596.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -498600.250000 Penalty: 2971.795654
	Iteration 46Q: 3 clusters Score -498600.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -498602.531250 Penalty: 2971.795654
	Iteration 47Q: 3 clusters Score -498602.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -498605.500000 Penalty: 2971.795654
	Iteration 48Q: 3 clusters Score -498605.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -498608.937500 Penalty: 2971.795654
	Iteration 49Q: 3 clusters Score -498608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -498612.000000 Penalty: 2971.795654
	Iteration 50Q: 3 clusters Score -498612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -498617.031250 Penalty: 2971.795654
	Iteration 51Q: 3 clusters Score -498617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -498617.937500 Penalty: 2971.795654
	Iteration 52Q: 3 clusters Score -498617.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -498622.250000 Penalty: 2971.795654
	Iteration 53Q: 3 clusters Score -498622.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -498624.625000 Penalty: 2971.795654
	Iteration 54Q: 3 clusters Score -498624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -498627.625000 Penalty: 2971.795654
	Iteration 55Q: 3 clusters Score -498627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -498629.687500 Penalty: 2971.795654
	Iteration 56Q: 3 clusters Score -498629.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -498632.281250 Penalty: 2971.795654
	Iteration 57Q: 3 clusters Score -498632.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -498634.562500 Penalty: 2971.795654
	Iteration 58Q: 3 clusters Score -498634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -498636.250000 Penalty: 2971.795654
	Iteration 59Q: 3 clusters Score -498636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -498637.093750 Penalty: 2971.795654
	Iteration 60F: 3 clusters Score -498637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -498638.125000 Penalty: 2971.795654
	Iteration 61Q: 3 clusters Score -498638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -498638.125000 Penalty: 2971.795654
	Iteration 62F: 3 clusters Score -498638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Entering Unmasked Estep 
Score: -1306861.000000 Penalty: 1644.710693
	Iteration 0F: 2 clusters Score -1306861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1289916.750000 Penalty: 3289.421387
	Iteration 0F: 3 clusters Score -1289917 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1296099.375000 Penalty: 3289.421387
	Iteration 1F: 3 clusters Score -1296099 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1296378.125000 Penalty: 3289.421387
	Iteration 2Q: 3 clusters Score -1296378 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1296650.625000 Penalty: 3289.421387
	Iteration 3Q: 3 clusters Score -1296651 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1297000.250000 Penalty: 3289.421387
	Iteration 4Q: 3 clusters Score -1297000 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1297463.625000 Penalty: 3289.421387
	Iteration 5Q: 3 clusters Score -1297464 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1298051.125000 Penalty: 3289.421387
	Iteration 6Q: 3 clusters Score -1298051 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1298741.125000 Penalty: 3289.421387
	Iteration 7F: 3 clusters Score -1298741 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1299545.000000 Penalty: 3289.421387
	Iteration 8F: 3 clusters Score -1299545 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1300547.500000 Penalty: 3289.421387
	Iteration 9F: 3 clusters Score -1300548 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1301802.875000 Penalty: 3289.421387
	Iteration 10F: 3 clusters Score -1301803 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1303216.500000 Penalty: 3289.421387
	Iteration 11F: 3 clusters Score -1303216 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1304349.250000 Penalty: 3289.421387
	Iteration 12F: 3 clusters Score -1304349 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1305147.500000 Penalty: 3289.421387
	Iteration 13Q: 3 clusters Score -1305148 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1305680.500000 Penalty: 3289.421387
	Iteration 14Q: 3 clusters Score -1305680 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1306054.250000 Penalty: 3289.421387
	Iteration 15Q: 3 clusters Score -1306054 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1306314.125000 Penalty: 3289.421387
	Iteration 16Q: 3 clusters Score -1306314 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1306485.125000 Penalty: 3289.421387
	Iteration 17Q: 3 clusters Score -1306485 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1306577.125000 Penalty: 3289.421387
	Iteration 18Q: 3 clusters Score -1306577 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1306644.875000 Penalty: 3289.421387
	Iteration 19Q: 3 clusters Score -1306645 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1306695.250000 Penalty: 3289.421387
	Iteration 20F: 3 clusters Score -1306695 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1306723.500000 Penalty: 3289.421387
	Iteration 21Q: 3 clusters Score -1306724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1306747.625000 Penalty: 3289.421387
	Iteration 22Q: 3 clusters Score -1306748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1306759.625000 Penalty: 3289.421387
	Iteration 23Q: 3 clusters Score -1306760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1306774.125000 Penalty: 3289.421387
	Iteration 24Q: 3 clusters Score -1306774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1306779.375000 Penalty: 3289.421387
	Iteration 25Q: 3 clusters Score -1306779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1306785.500000 Penalty: 3289.421387
	Iteration 26Q: 3 clusters Score -1306786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1306794.250000 Penalty: 3289.421387
	Iteration 27Q: 3 clusters Score -1306794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1306796.625000 Penalty: 3289.421387
	Iteration 28Q: 3 clusters Score -1306797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1306800.375000 Penalty: 3289.421387
	Iteration 29Q: 3 clusters Score -1306800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1306809.000000 Penalty: 3289.421387
	Iteration 30Q: 3 clusters Score -1306809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1306812.125000 Penalty: 3289.421387
	Iteration 31Q: 3 clusters Score -1306812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1306811.625000 Penalty: 3289.421387
	Iteration 32Q: 3 clusters Score -1306812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1306812.375000 Penalty: 3289.421387
	Iteration 33Q: 3 clusters Score -1306812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1306815.750000 Penalty: 3289.421387
	Iteration 34Q: 3 clusters Score -1306816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1306816.250000 Penalty: 3289.421387
	Iteration 35Q: 3 clusters Score -1306816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1306818.000000 Penalty: 3289.421387
	Iteration 36Q: 3 clusters Score -1306818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1306816.375000 Penalty: 3289.421387
	Iteration 37Q: 3 clusters Score -1306816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1306817.750000 Penalty: 3289.421387
	Iteration 38Q: 3 clusters Score -1306818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1306819.125000 Penalty: 3289.421387
	Iteration 39Q: 3 clusters Score -1306819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1306819.125000 Penalty: 3289.421387
	Iteration 40F: 3 clusters Score -1306819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1306820.125000 Penalty: 3289.421387
	Iteration 41Q: 3 clusters Score -1306820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1306820.125000 Penalty: 3289.421387
	Iteration 42F: 3 clusters Score -1306820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (190179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190179 members 
Entering Unmasked Estep 
Score: -9653344.000000 Penalty: 1975.304565
	Iteration 0F: 2 clusters Score -9653344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -9525340.000000 Penalty: 3950.609131
	Iteration 0F: 3 clusters Score -9525340 nChanged 92067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -9579688.000000 Penalty: 3950.609131
	Iteration 1F: 3 clusters Score -9579688 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107400 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -9581714.000000 Penalty: 3950.609131
	Iteration 2Q: 3 clusters Score -9581714 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114550 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -9585148.000000 Penalty: 3950.609131
	Iteration 3Q: 3 clusters Score -9585148 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125182 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -9591647.000000 Penalty: 3950.609131
	Iteration 4F: 3 clusters Score -9591647 nChanged 14649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139669 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -9602703.000000 Penalty: 3950.609131
	Iteration 5F: 3 clusters Score -9602703 nChanged 17251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156890 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -9618526.000000 Penalty: 3950.609131
	Iteration 6F: 3 clusters Score -9618526 nChanged 16048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172934 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -9634653.000000 Penalty: 3950.609131
	Iteration 7F: 3 clusters Score -9634653 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183524 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -9645349.000000 Penalty: 3950.609131
	Iteration 8F: 3 clusters Score -9645349 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188142 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9649855.000000 Penalty: 3950.609131
	Iteration 9Q: 3 clusters Score -9649855 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189561 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9651165.000000 Penalty: 3950.609131
	Iteration 10Q: 3 clusters Score -9651165 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189891 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9651480.000000 Penalty: 3950.609131
	Iteration 11Q: 3 clusters Score -9651480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189981 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9651594.000000 Penalty: 3950.609131
	Iteration 12Q: 3 clusters Score -9651594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190004 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9651653.000000 Penalty: 3950.609131
	Iteration 13Q: 3 clusters Score -9651653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190015 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9651669.000000 Penalty: 3950.609131
	Iteration 14Q: 3 clusters Score -9651669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190015 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9651688.000000 Penalty: 3950.609131
	Iteration 15Q: 3 clusters Score -9651688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190019 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9651700.000000 Penalty: 3950.609131
	Iteration 16Q: 3 clusters Score -9651700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190018 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9651699.000000 Penalty: 3950.609131
	Iteration 17Q: 3 clusters Score -9651699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190019 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9651694.000000 Penalty: 3950.609131
	Iteration 18Q: 3 clusters Score -9651694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190021 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9651700.000000 Penalty: 3950.609131
	Iteration 19Q: 3 clusters Score -9651700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190021 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9651701.000000 Penalty: 3950.609131
	Iteration 20F: 3 clusters Score -9651701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190020 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9651714.000000 Penalty: 3950.609131
	Iteration 21Q: 3 clusters Score -9651714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190021 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9651713.000000 Penalty: 3950.609131
	Iteration 22Q: 3 clusters Score -9651713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190021 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9651713.000000 Penalty: 3950.609131
	Iteration 23F: 3 clusters Score -9651713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Entering Unmasked Estep 
Score: -1125835.625000 Penalty: 1619.359375
	Iteration 0F: 2 clusters Score -1125836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1111207.000000 Penalty: 3238.718750
	Iteration 0F: 3 clusters Score -1111207 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1116513.375000 Penalty: 3238.718750
	Iteration 1F: 3 clusters Score -1116513 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1116869.125000 Penalty: 3238.718750
	Iteration 2Q: 3 clusters Score -1116869 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1117255.750000 Penalty: 3238.718750
	Iteration 3Q: 3 clusters Score -1117256 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1117646.250000 Penalty: 3238.718750
	Iteration 4Q: 3 clusters Score -1117646 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1118039.875000 Penalty: 3238.718750
	Iteration 5Q: 3 clusters Score -1118040 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1118474.875000 Penalty: 3238.718750
	Iteration 6Q: 3 clusters Score -1118475 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1119022.125000 Penalty: 3238.718750
	Iteration 7Q: 3 clusters Score -1119022 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1119695.625000 Penalty: 3238.718750
	Iteration 8Q: 3 clusters Score -1119696 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1120384.750000 Penalty: 3238.718750
	Iteration 9F: 3 clusters Score -1120385 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1121025.375000 Penalty: 3238.718750
	Iteration 10Q: 3 clusters Score -1121025 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1121594.000000 Penalty: 3238.718750
	Iteration 11Q: 3 clusters Score -1121594 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1122024.250000 Penalty: 3238.718750
	Iteration 12Q: 3 clusters Score -1122024 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1122328.625000 Penalty: 3238.718750
	Iteration 13Q: 3 clusters Score -1122329 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1122517.000000 Penalty: 3238.718750
	Iteration 14Q: 3 clusters Score -1122517 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1122646.500000 Penalty: 3238.718750
	Iteration 15Q: 3 clusters Score -1122646 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1122760.750000 Penalty: 3238.718750
	Iteration 16Q: 3 clusters Score -1122761 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1122868.375000 Penalty: 3238.718750
	Iteration 17Q: 3 clusters Score -1122868 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1122956.625000 Penalty: 3238.718750
	Iteration 18Q: 3 clusters Score -1122957 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1123043.000000 Penalty: 3238.718750
	Iteration 19Q: 3 clusters Score -1123043 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1123141.625000 Penalty: 3238.718750
	Iteration 20F: 3 clusters Score -1123142 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1123238.125000 Penalty: 3238.718750
	Iteration 21Q: 3 clusters Score -1123238 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1123321.000000 Penalty: 3238.718750
	Iteration 22Q: 3 clusters Score -1123321 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1123401.375000 Penalty: 3238.718750
	Iteration 23Q: 3 clusters Score -1123401 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1123490.500000 Penalty: 3238.718750
	Iteration 24Q: 3 clusters Score -1123490 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -1123570.500000 Penalty: 3238.718750
	Iteration 25Q: 3 clusters Score -1123570 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -1123654.125000 Penalty: 3238.718750
	Iteration 26Q: 3 clusters Score -1123654 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -1123741.500000 Penalty: 3238.718750
	Iteration 27Q: 3 clusters Score -1123742 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -1123832.875000 Penalty: 3238.718750
	Iteration 28Q: 3 clusters Score -1123833 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1123905.500000 Penalty: 3238.718750
	Iteration 29Q: 3 clusters Score -1123906 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -1123980.750000 Penalty: 3238.718750
	Iteration 30Q: 3 clusters Score -1123981 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1124048.500000 Penalty: 3238.718750
	Iteration 31Q: 3 clusters Score -1124048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1124112.500000 Penalty: 3238.718750
	Iteration 32Q: 3 clusters Score -1124112 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -1124169.500000 Penalty: 3238.718750
	Iteration 33Q: 3 clusters Score -1124170 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -1124212.000000 Penalty: 3238.718750
	Iteration 34Q: 3 clusters Score -1124212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -1124253.625000 Penalty: 3238.718750
	Iteration 35Q: 3 clusters Score -1124254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1124290.750000 Penalty: 3238.718750
	Iteration 36Q: 3 clusters Score -1124291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -1124326.375000 Penalty: 3238.718750
	Iteration 37Q: 3 clusters Score -1124326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -1124351.625000 Penalty: 3238.718750
	Iteration 38Q: 3 clusters Score -1124352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1124380.625000 Penalty: 3238.718750
	Iteration 39Q: 3 clusters Score -1124381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -1124393.125000 Penalty: 3238.718750
	Iteration 40F: 3 clusters Score -1124393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -1124405.375000 Penalty: 3238.718750
	Iteration 41Q: 3 clusters Score -1124405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -1124417.375000 Penalty: 3238.718750
	Iteration 42Q: 3 clusters Score -1124417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1124426.875000 Penalty: 3238.718750
	Iteration 43Q: 3 clusters Score -1124427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -1124434.500000 Penalty: 3238.718750
	Iteration 44Q: 3 clusters Score -1124434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1124443.375000 Penalty: 3238.718750
	Iteration 45Q: 3 clusters Score -1124443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -1124447.125000 Penalty: 3238.718750
	Iteration 46Q: 3 clusters Score -1124447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -1124451.375000 Penalty: 3238.718750
	Iteration 47Q: 3 clusters Score -1124451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -1124456.750000 Penalty: 3238.718750
	Iteration 48Q: 3 clusters Score -1124457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -1124465.375000 Penalty: 3238.718750
	Iteration 49Q: 3 clusters Score -1124465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -1124463.500000 Penalty: 3238.718750
	Iteration 50Q: 3 clusters Score -1124464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -1124472.125000 Penalty: 3238.718750
	Iteration 51Q: 3 clusters Score -1124472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1124477.000000 Penalty: 3238.718750
	Iteration 52Q: 3 clusters Score -1124477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -1124485.250000 Penalty: 3238.718750
	Iteration 53Q: 3 clusters Score -1124485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -1124488.250000 Penalty: 3238.718750
	Iteration 54Q: 3 clusters Score -1124488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -1124492.375000 Penalty: 3238.718750
	Iteration 55Q: 3 clusters Score -1124492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -1124493.750000 Penalty: 3238.718750
	Iteration 56Q: 3 clusters Score -1124494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -1124496.625000 Penalty: 3238.718750
	Iteration 57Q: 3 clusters Score -1124497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -1124496.500000 Penalty: 3238.718750
	Iteration 58Q: 3 clusters Score -1124496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -1124498.375000 Penalty: 3238.718750
	Iteration 59Q: 3 clusters Score -1124498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1124499.875000 Penalty: 3238.718750
	Iteration 60F: 3 clusters Score -1124500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -1124498.875000 Penalty: 3238.718750
	Iteration 61Q: 3 clusters Score -1124499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -1124498.875000 Penalty: 3238.718750
	Iteration 62F: 3 clusters Score -1124499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Entering Unmasked Estep 
Score: -384200.875000 Penalty: 1445.806763
	Iteration 0F: 2 clusters Score -384200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -378782.687500 Penalty: 2891.613525
	Iteration 0F: 3 clusters Score -378782.7 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -380453.281250 Penalty: 2891.613525
	Iteration 1F: 3 clusters Score -380453.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -380716.312500 Penalty: 2891.613525
	Iteration 2F: 3 clusters Score -380716.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -380956.156250 Penalty: 2891.613525
	Iteration 3F: 3 clusters Score -380956.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -381176.312500 Penalty: 2891.613525
	Iteration 4F: 3 clusters Score -381176.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -381415.437500 Penalty: 2891.613525
	Iteration 5Q: 3 clusters Score -381415.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -381701.656250 Penalty: 2891.613525
	Iteration 6F: 3 clusters Score -381701.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -381970.218750 Penalty: 2891.613525
	Iteration 7Q: 3 clusters Score -381970.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -382216.656250 Penalty: 2891.613525
	Iteration 8Q: 3 clusters Score -382216.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -382415.625000 Penalty: 2891.613525
	Iteration 9Q: 3 clusters Score -382415.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -382580.562500 Penalty: 2891.613525
	Iteration 10Q: 3 clusters Score -382580.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -382702.750000 Penalty: 2891.613525
	Iteration 11Q: 3 clusters Score -382702.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -382783.062500 Penalty: 2891.613525
	Iteration 12Q: 3 clusters Score -382783.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -382838.406250 Penalty: 2891.613525
	Iteration 13Q: 3 clusters Score -382838.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -382869.125000 Penalty: 2891.613525
	Iteration 14Q: 3 clusters Score -382869.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -382891.156250 Penalty: 2891.613525
	Iteration 15Q: 3 clusters Score -382891.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -382905.093750 Penalty: 2891.613525
	Iteration 16Q: 3 clusters Score -382905.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -382920.156250 Penalty: 2891.613525
	Iteration 17Q: 3 clusters Score -382920.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -382934.250000 Penalty: 2891.613525
	Iteration 18Q: 3 clusters Score -382934.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -382950.906250 Penalty: 2891.613525
	Iteration 19Q: 3 clusters Score -382950.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -382959.718750 Penalty: 2891.613525
	Iteration 20F: 3 clusters Score -382959.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -382968.875000 Penalty: 2891.613525
	Iteration 21Q: 3 clusters Score -382968.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -382979.250000 Penalty: 2891.613525
	Iteration 22Q: 3 clusters Score -382979.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -382988.250000 Penalty: 2891.613525
	Iteration 23Q: 3 clusters Score -382988.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -382995.968750 Penalty: 2891.613525
	Iteration 24Q: 3 clusters Score -382996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -383001.625000 Penalty: 2891.613525
	Iteration 25Q: 3 clusters Score -383001.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -383005.562500 Penalty: 2891.613525
	Iteration 26Q: 3 clusters Score -383005.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -383008.281250 Penalty: 2891.613525
	Iteration 27Q: 3 clusters Score -383008.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -383009.812500 Penalty: 2891.613525
	Iteration 28Q: 3 clusters Score -383009.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -383012.375000 Penalty: 2891.613525
	Iteration 29Q: 3 clusters Score -383012.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -383015.718750 Penalty: 2891.613525
	Iteration 30Q: 3 clusters Score -383015.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -383017.343750 Penalty: 2891.613525
	Iteration 31Q: 3 clusters Score -383017.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -383018.031250 Penalty: 2891.613525
	Iteration 32Q: 3 clusters Score -383018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -383019.562500 Penalty: 2891.613525
	Iteration 33Q: 3 clusters Score -383019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -383019.937500 Penalty: 2891.613525
	Iteration 34Q: 3 clusters Score -383019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -383019.875000 Penalty: 2891.613525
	Iteration 35Q: 3 clusters Score -383019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -383020.687500 Penalty: 2891.613525
	Iteration 36Q: 3 clusters Score -383020.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -383020.687500 Penalty: 2891.613525
	Iteration 37F: 3 clusters Score -383020.7 nChanged 0
--- Evaluating fit on full set of 1250458 points ---
Entering Unmasked Estep 
Score: -62581140.000000 Penalty: 27376.089844
20->13 Clusters: Score -62581140.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 416819 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 20753 members 
Mstep: Class 3 contains 20853 members 
Mstep: Class 4 contains 20803 members 
Mstep: Class 5 contains 20775 members 
Mstep: Class 6 contains 20726 members 
Mstep: Class 7 contains 20776 members 
Mstep: Class 8 contains 20858 members 
Mstep: Class 9 contains 20979 members 
Mstep: Class 10 contains 20843 members 
Mstep: Class 11 contains 20813 members 
Mstep: Class 12 contains 20777 members 
Mstep: Class 13 contains 21118 members 
Mstep: Class 14 contains 20671 members 
Mstep: Class 15 contains 21089 members 
Mstep: Class 16 contains 20762 members 
Mstep: Class 17 contains 20896 members 
Mstep: Class 18 contains 20671 members 
Mstep: Class 19 contains 21027 members 
Mstep: Class 20 contains 20827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 691.759033 but Gain 2102.816406
Score: -19441226.000000 Penalty: 39953.507812
Iteration 0F: 20 clusters Score -1.944123e+07 nChanged 391208
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 20885 members 
Mstep: Class 3 contains 34540 members 
Mstep: Class 4 contains 22499 members 
Mstep: Class 5 contains 21682 members 
Mstep: Class 6 contains 18374 members 
Mstep: Class 7 contains 22367 members 
Mstep: Class 8 contains 17566 members 
Mstep: Class 9 contains 20159 members 
Mstep: Class 10 contains 19456 members 
Mstep: Class 11 contains 22741 members 
Mstep: Class 13 contains 23600 members 
Mstep: Class 14 contains 18853 members 
Mstep: Class 15 contains 24773 members 
Mstep: Class 16 contains 16967 members 
Mstep: Class 17 contains 18069 members 
Mstep: Class 18 contains 19267 members 
Mstep: Class 19 contains 32502 members 
Mstep: Class 20 contains 24222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20279642.000000 Penalty: 39953.507812
Iteration 1F: 20 clusters Score -2.027964e+07 nChanged 98784
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 40646 members 
Mstep: Class 4 contains 21440 members 
Mstep: Class 5 contains 22661 members 
Mstep: Class 6 contains 16441 members 
Mstep: Class 7 contains 21982 members 
Mstep: Class 8 contains 15039 members 
Mstep: Class 9 contains 18315 members 
Mstep: Class 10 contains 17477 members 
Mstep: Class 11 contains 22844 members 
Mstep: Class 13 contains 22993 members 
Mstep: Class 14 contains 18658 members 
Mstep: Class 15 contains 26067 members 
Mstep: Class 16 contains 13834 members 
Mstep: Class 17 contains 16559 members 
Mstep: Class 18 contains 17767 members 
Mstep: Class 19 contains 41118 members 
Mstep: Class 20 contains 25642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20382352.000000 Penalty: 39953.507812
Iteration 2F: 20 clusters Score -2.038235e+07 nChanged 83291
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 19276 members 
Mstep: Class 3 contains 43529 members 
Mstep: Class 4 contains 19092 members 
Mstep: Class 5 contains 25544 members 
Mstep: Class 6 contains 15119 members 
Mstep: Class 7 contains 21960 members 
Mstep: Class 8 contains 12679 members 
Mstep: Class 9 contains 17353 members 
Mstep: Class 10 contains 15161 members 
Mstep: Class 11 contains 22524 members 
Mstep: Class 13 contains 22151 members 
Mstep: Class 14 contains 18768 members 
Mstep: Class 15 contains 25991 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 14935 members 
Mstep: Class 18 contains 16763 members 
Mstep: Class 19 contains 50280 members 
Mstep: Class 20 contains 27284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20459192.000000 Penalty: 39953.507812
Iteration 3F: 20 clusters Score -2.045919e+07 nChanged 72101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 17704 members 
Mstep: Class 3 contains 44499 members 
Mstep: Class 4 contains 15775 members 
Mstep: Class 5 contains 28259 members 
Mstep: Class 6 contains 14448 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 10230 members 
Mstep: Class 9 contains 16643 members 
Mstep: Class 10 contains 12647 members 
Mstep: Class 11 contains 22727 members 
Mstep: Class 13 contains 21290 members 
Mstep: Class 14 contains 19673 members 
Mstep: Class 15 contains 24980 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 12987 members 
Mstep: Class 18 contains 15612 members 
Mstep: Class 19 contains 60933 members 
Mstep: Class 20 contains 29126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20523966.000000 Penalty: 39953.507812
Iteration 4F: 20 clusters Score -2.052397e+07 nChanged 63607
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 15543 members 
Mstep: Class 3 contains 44938 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 30031 members 
Mstep: Class 6 contains 14042 members 
Mstep: Class 7 contains 21022 members 
Mstep: Class 8 contains 7633 members 
Mstep: Class 9 contains 15812 members 
Mstep: Class 10 contains 9894 members 
Mstep: Class 11 contains 23958 members 
Mstep: Class 13 contains 20580 members 
Mstep: Class 14 contains 21613 members 
Mstep: Class 15 contains 23391 members 
Mstep: Class 16 contains 10846 members 
Mstep: Class 17 contains 11007 members 
Mstep: Class 18 contains 13953 members 
Mstep: Class 19 contains 73184 members 
Mstep: Class 20 contains 31168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20576128.000000 Penalty: 39953.507812
Iteration 5F: 20 clusters Score -2.057613e+07 nChanged 55952
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 45371 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 30861 members 
Mstep: Class 6 contains 13642 members 
Mstep: Class 7 contains 19053 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 14800 members 
Mstep: Class 10 contains 7118 members 
Mstep: Class 11 contains 25607 members 
Mstep: Class 13 contains 20181 members 
Mstep: Class 14 contains 24503 members 
Mstep: Class 15 contains 22090 members 
Mstep: Class 16 contains 10199 members 
Mstep: Class 17 contains 9220 members 
Mstep: Class 18 contains 12051 members 
Mstep: Class 19 contains 85598 members 
Mstep: Class 20 contains 33309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20618400.000000 Penalty: 39953.507812
Iteration 6F: 20 clusters Score -2.06184e+07 nChanged 48633
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 10292 members 
Mstep: Class 3 contains 45756 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 30801 members 
Mstep: Class 6 contains 13083 members 
Mstep: Class 7 contains 16521 members 
Mstep: Class 8 contains 3278 members 
Mstep: Class 9 contains 14156 members 
Mstep: Class 10 contains 4793 members 
Mstep: Class 11 contains 26969 members 
Mstep: Class 13 contains 19847 members 
Mstep: Class 14 contains 28120 members 
Mstep: Class 15 contains 21558 members 
Mstep: Class 16 contains 9618 members 
Mstep: Class 17 contains 7558 members 
Mstep: Class 18 contains 10131 members 
Mstep: Class 19 contains 96634 members 
Mstep: Class 20 contains 35504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20653828.000000 Penalty: 39953.507812
Iteration 7F: 20 clusters Score -2.065383e+07 nChanged 42765
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 45675 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 30108 members 
Mstep: Class 6 contains 12249 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 13761 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 27946 members 
Mstep: Class 13 contains 19336 members 
Mstep: Class 14 contains 32275 members 
Mstep: Class 15 contains 21758 members 
Mstep: Class 16 contains 9182 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 8291 members 
Mstep: Class 19 contains 106103 members 
Mstep: Class 20 contains 37765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1497.354370 but Gain 2102.816406
Score: -20684546.000000 Penalty: 37850.691406
Iteration 8F: 19 clusters Score -2.068455e+07 nChanged 38411
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 45118 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 29118 members 
Mstep: Class 6 contains 11341 members 
Mstep: Class 7 contains 11910 members 
Mstep: Class 9 contains 13727 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 28574 members 
Mstep: Class 13 contains 18732 members 
Mstep: Class 14 contains 36720 members 
Mstep: Class 15 contains 22619 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 18 contains 6696 members 
Mstep: Class 19 contains 114267 members 
Mstep: Class 20 contains 40111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1411.131958 but Gain 2102.816406
Score: -20712222.000000 Penalty: 35747.875000
Iteration 9F: 18 clusters Score -2.071222e+07 nChanged 32920
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 43704 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 27698 members 
Mstep: Class 6 contains 10613 members 
Mstep: Class 7 contains 10505 members 
Mstep: Class 9 contains 13770 members 
Mstep: Class 11 contains 28715 members 
Mstep: Class 13 contains 18093 members 
Mstep: Class 14 contains 41069 members 
Mstep: Class 15 contains 23958 members 
Mstep: Class 16 contains 8465 members 
Mstep: Class 17 contains 3232 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 120809 members 
Mstep: Class 20 contains 42353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1264.867432 but Gain 2102.816406
Score: -20735444.000000 Penalty: 33645.058594
Iteration 10F: 17 clusters Score -2.073544e+07 nChanged 28191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3094 members 
Mstep: Class 3 contains 41918 members 
Mstep: Class 5 contains 26231 members 
Mstep: Class 6 contains 9811 members 
Mstep: Class 7 contains 9717 members 
Mstep: Class 9 contains 13930 members 
Mstep: Class 11 contains 28614 members 
Mstep: Class 13 contains 17555 members 
Mstep: Class 14 contains 44694 members 
Mstep: Class 15 contains 25196 members 
Mstep: Class 16 contains 8098 members 
Mstep: Class 17 contains 2425 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 126262 members 
Mstep: Class 20 contains 44289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20753210.000000 Penalty: 33645.058594
Iteration 11F: 17 clusters Score -2.075321e+07 nChanged 23001
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 39940 members 
Mstep: Class 5 contains 24498 members 
Mstep: Class 6 contains 8969 members 
Mstep: Class 7 contains 9154 members 
Mstep: Class 9 contains 14003 members 
Mstep: Class 11 contains 28410 members 
Mstep: Class 13 contains 17109 members 
Mstep: Class 14 contains 47709 members 
Mstep: Class 15 contains 26286 members 
Mstep: Class 16 contains 7736 members 
Mstep: Class 17 contains 1962 members 
Mstep: Class 18 contains 3351 members 
Mstep: Class 19 contains 130607 members 
Mstep: Class 20 contains 45693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1969.138306 but Gain 2102.814453
Score: -20766456.000000 Penalty: 31542.244141
Iteration 12F: 16 clusters Score -2.076646e+07 nChanged 21586
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 3 contains 38141 members 
Mstep: Class 5 contains 22904 members 
Mstep: Class 6 contains 8261 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 11 contains 28366 members 
Mstep: Class 13 contains 16916 members 
Mstep: Class 14 contains 50490 members 
Mstep: Class 15 contains 27584 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 134737 members 
Mstep: Class 20 contains 46884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20780028.000000 Penalty: 31542.244141
Iteration 13F: 16 clusters Score -2.078003e+07 nChanged 17287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 3 contains 35947 members 
Mstep: Class 5 contains 21563 members 
Mstep: Class 6 contains 7346 members 
Mstep: Class 7 contains 8619 members 
Mstep: Class 9 contains 13834 members 
Mstep: Class 11 contains 28161 members 
Mstep: Class 13 contains 16866 members 
Mstep: Class 14 contains 52388 members 
Mstep: Class 15 contains 28566 members 
Mstep: Class 16 contains 7126 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 138262 members 
Mstep: Class 20 contains 47633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20788554.000000 Penalty: 31542.244141
Iteration 14Q: 16 clusters Score -2.078855e+07 nChanged 14749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 3 contains 33786 members 
Mstep: Class 5 contains 20442 members 
Mstep: Class 6 contains 6508 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 9 contains 13558 members 
Mstep: Class 11 contains 28114 members 
Mstep: Class 13 contains 17056 members 
Mstep: Class 14 contains 53972 members 
Mstep: Class 15 contains 29386 members 
Mstep: Class 16 contains 6896 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 2134 members 
Mstep: Class 19 contains 141422 members 
Mstep: Class 20 contains 48224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20795404.000000 Penalty: 31542.244141
Iteration 15Q: 16 clusters Score -2.07954e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 3 contains 31811 members 
Mstep: Class 5 contains 19537 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 9 contains 13104 members 
Mstep: Class 11 contains 28242 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 55270 members 
Mstep: Class 15 contains 30152 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 1756 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 144315 members 
Mstep: Class 20 contains 48623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20801010.000000 Penalty: 31542.244141
Iteration 16Q: 16 clusters Score -2.080101e+07 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 3 contains 29913 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 5013 members 
Mstep: Class 7 contains 8021 members 
Mstep: Class 9 contains 12628 members 
Mstep: Class 11 contains 28395 members 
Mstep: Class 13 contains 17660 members 
Mstep: Class 14 contains 56326 members 
Mstep: Class 15 contains 30658 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 19 contains 146933 members 
Mstep: Class 20 contains 49008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2085.889160 but Gain 2102.816406
Score: -20805348.000000 Penalty: 29439.427734
Iteration 17Q: 15 clusters Score -2.080535e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 3 contains 28291 members 
Mstep: Class 5 contains 18158 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 7820 members 
Mstep: Class 9 contains 12363 members 
Mstep: Class 11 contains 28600 members 
Mstep: Class 13 contains 18249 members 
Mstep: Class 14 contains 57314 members 
Mstep: Class 15 contains 31118 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 19 contains 149826 members 
Mstep: Class 20 contains 49362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20810646.000000 Penalty: 29439.427734
Iteration 18Q: 15 clusters Score -2.081065e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 3 contains 26551 members 
Mstep: Class 5 contains 17493 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 7 contains 7587 members 
Mstep: Class 9 contains 11902 members 
Mstep: Class 11 contains 28845 members 
Mstep: Class 13 contains 18682 members 
Mstep: Class 14 contains 57795 members 
Mstep: Class 15 contains 31395 members 
Mstep: Class 16 contains 6518 members 
Mstep: Class 17 contains 1956 members 
Mstep: Class 19 contains 152132 members 
Mstep: Class 20 contains 49580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20813216.000000 Penalty: 29439.427734
Iteration 19Q: 15 clusters Score -2.081322e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 5 contains 16873 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 9 contains 11448 members 
Mstep: Class 11 contains 29081 members 
Mstep: Class 13 contains 19191 members 
Mstep: Class 14 contains 58101 members 
Mstep: Class 15 contains 31622 members 
Mstep: Class 16 contains 6525 members 
Mstep: Class 17 contains 2013 members 
Mstep: Class 19 contains 154304 members 
Mstep: Class 20 contains 49717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20815412.000000 Penalty: 29439.427734
Iteration 20F: 15 clusters Score -2.081541e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 3 contains 23395 members 
Mstep: Class 5 contains 16342 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 7151 members 
Mstep: Class 9 contains 10990 members 
Mstep: Class 11 contains 29303 members 
Mstep: Class 13 contains 19736 members 
Mstep: Class 14 contains 58348 members 
Mstep: Class 15 contains 31767 members 
Mstep: Class 16 contains 6592 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 19 contains 156250 members 
Mstep: Class 20 contains 49737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2008.805786 but Gain 2102.816406
Score: -20817660.000000 Penalty: 27336.611328
Iteration 21Q: 14 clusters Score -2.081766e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 22162 members 
Mstep: Class 5 contains 15811 members 
Mstep: Class 6 contains 3113 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 9 contains 10541 members 
Mstep: Class 11 contains 29609 members 
Mstep: Class 13 contains 20287 members 
Mstep: Class 14 contains 59401 members 
Mstep: Class 15 contains 32044 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 19 contains 158235 members 
Mstep: Class 20 contains 49881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20821330.000000 Penalty: 27336.611328
Iteration 22Q: 14 clusters Score -2.082133e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 21062 members 
Mstep: Class 5 contains 15314 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 6805 members 
Mstep: Class 9 contains 10134 members 
Mstep: Class 11 contains 29743 members 
Mstep: Class 13 contains 20852 members 
Mstep: Class 14 contains 59604 members 
Mstep: Class 15 contains 32066 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 19 contains 159703 members 
Mstep: Class 20 contains 49857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20822608.000000 Penalty: 27336.611328
Iteration 23Q: 14 clusters Score -2.082261e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 20219 members 
Mstep: Class 5 contains 14837 members 
Mstep: Class 6 contains 2637 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 9 contains 9728 members 
Mstep: Class 11 contains 29853 members 
Mstep: Class 13 contains 21421 members 
Mstep: Class 14 contains 59759 members 
Mstep: Class 15 contains 32055 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 19 contains 161004 members 
Mstep: Class 20 contains 49803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20823576.000000 Penalty: 27336.611328
Iteration 24Q: 14 clusters Score -2.082358e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 19557 members 
Mstep: Class 5 contains 14412 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 9 contains 9353 members 
Mstep: Class 11 contains 29934 members 
Mstep: Class 13 contains 21949 members 
Mstep: Class 14 contains 59837 members 
Mstep: Class 15 contains 32049 members 
Mstep: Class 16 contains 6724 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 19 contains 162138 members 
Mstep: Class 20 contains 49752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20824278.000000 Penalty: 27336.611328
Iteration 25Q: 14 clusters Score -2.082428e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 19048 members 
Mstep: Class 5 contains 14009 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 6359 members 
Mstep: Class 9 contains 8987 members 
Mstep: Class 11 contains 29995 members 
Mstep: Class 13 contains 22467 members 
Mstep: Class 14 contains 59867 members 
Mstep: Class 15 contains 32056 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 19 contains 163162 members 
Mstep: Class 20 contains 49696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20824722.000000 Penalty: 27336.611328
Iteration 26Q: 14 clusters Score -2.082472e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 18652 members 
Mstep: Class 5 contains 13658 members 
Mstep: Class 6 contains 2165 members 
Mstep: Class 7 contains 6213 members 
Mstep: Class 9 contains 8598 members 
Mstep: Class 11 contains 30049 members 
Mstep: Class 13 contains 23031 members 
Mstep: Class 14 contains 59823 members 
Mstep: Class 15 contains 32038 members 
Mstep: Class 16 contains 6668 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 19 contains 164089 members 
Mstep: Class 20 contains 49628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825378.000000 Penalty: 27336.611328
Iteration 27Q: 14 clusters Score -2.082538e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 18292 members 
Mstep: Class 5 contains 13286 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 6066 members 
Mstep: Class 9 contains 8244 members 
Mstep: Class 11 contains 30101 members 
Mstep: Class 13 contains 23612 members 
Mstep: Class 14 contains 59753 members 
Mstep: Class 15 contains 32026 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 19 contains 164986 members 
Mstep: Class 20 contains 49571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825766.000000 Penalty: 27336.611328
Iteration 28Q: 14 clusters Score -2.082577e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 17979 members 
Mstep: Class 5 contains 12915 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 5923 members 
Mstep: Class 9 contains 7909 members 
Mstep: Class 11 contains 30116 members 
Mstep: Class 13 contains 24209 members 
Mstep: Class 14 contains 59682 members 
Mstep: Class 15 contains 31975 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 19 contains 165854 members 
Mstep: Class 20 contains 49528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826208.000000 Penalty: 27336.611328
Iteration 29Q: 14 clusters Score -2.082621e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 17734 members 
Mstep: Class 5 contains 12522 members 
Mstep: Class 6 contains 1836 members 
Mstep: Class 7 contains 5777 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 11 contains 30141 members 
Mstep: Class 13 contains 24853 members 
Mstep: Class 14 contains 59613 members 
Mstep: Class 15 contains 31890 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 19 contains 166655 members 
Mstep: Class 20 contains 49473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826720.000000 Penalty: 27336.611328
Iteration 30Q: 14 clusters Score -2.082672e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 17510 members 
Mstep: Class 5 contains 12123 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 5659 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 11 contains 30168 members 
Mstep: Class 13 contains 25530 members 
Mstep: Class 14 contains 59521 members 
Mstep: Class 15 contains 31800 members 
Mstep: Class 16 contains 6435 members 
Mstep: Class 17 contains 2281 members 
Mstep: Class 19 contains 167347 members 
Mstep: Class 20 contains 49443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827106.000000 Penalty: 27336.611328
Iteration 31Q: 14 clusters Score -2.082711e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 17301 members 
Mstep: Class 5 contains 11792 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 11 contains 30199 members 
Mstep: Class 13 contains 26203 members 
Mstep: Class 14 contains 59457 members 
Mstep: Class 15 contains 31727 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 2286 members 
Mstep: Class 19 contains 168002 members 
Mstep: Class 20 contains 49392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827544.000000 Penalty: 27336.611328
Iteration 32Q: 14 clusters Score -2.082754e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 17103 members 
Mstep: Class 5 contains 11479 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 5461 members 
Mstep: Class 9 contains 6580 members 
Mstep: Class 11 contains 30209 members 
Mstep: Class 13 contains 26899 members 
Mstep: Class 14 contains 59371 members 
Mstep: Class 15 contains 31663 members 
Mstep: Class 16 contains 6206 members 
Mstep: Class 17 contains 2289 members 
Mstep: Class 19 contains 168593 members 
Mstep: Class 20 contains 49352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827894.000000 Penalty: 27336.611328
Iteration 33Q: 14 clusters Score -2.082789e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 16924 members 
Mstep: Class 5 contains 11217 members 
Mstep: Class 6 contains 1569 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 9 contains 6293 members 
Mstep: Class 11 contains 30207 members 
Mstep: Class 13 contains 27496 members 
Mstep: Class 14 contains 59293 members 
Mstep: Class 15 contains 31599 members 
Mstep: Class 16 contains 6051 members 
Mstep: Class 17 contains 2294 members 
Mstep: Class 19 contains 169185 members 
Mstep: Class 20 contains 49315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828126.000000 Penalty: 27336.611328
Iteration 34Q: 14 clusters Score -2.082813e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 16773 members 
Mstep: Class 5 contains 10987 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 9 contains 6030 members 
Mstep: Class 11 contains 30193 members 
Mstep: Class 13 contains 28027 members 
Mstep: Class 14 contains 59212 members 
Mstep: Class 15 contains 31537 members 
Mstep: Class 16 contains 5932 members 
Mstep: Class 17 contains 2303 members 
Mstep: Class 19 contains 169719 members 
Mstep: Class 20 contains 49291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828390.000000 Penalty: 27336.611328
Iteration 35Q: 14 clusters Score -2.082839e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 16630 members 
Mstep: Class 5 contains 10790 members 
Mstep: Class 6 contains 1511 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 11 contains 30187 members 
Mstep: Class 13 contains 28487 members 
Mstep: Class 14 contains 59147 members 
Mstep: Class 15 contains 31477 members 
Mstep: Class 16 contains 5843 members 
Mstep: Class 17 contains 2308 members 
Mstep: Class 19 contains 170160 members 
Mstep: Class 20 contains 49261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828494.000000 Penalty: 27336.611328
Iteration 36Q: 14 clusters Score -2.082849e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 16500 members 
Mstep: Class 5 contains 10634 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 9 contains 5615 members 
Mstep: Class 11 contains 30186 members 
Mstep: Class 13 contains 28882 members 
Mstep: Class 14 contains 59077 members 
Mstep: Class 15 contains 31404 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 2312 members 
Mstep: Class 19 contains 170590 members 
Mstep: Class 20 contains 49228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828620.000000 Penalty: 27336.611328
Iteration 37Q: 14 clusters Score -2.082862e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 16375 members 
Mstep: Class 5 contains 10498 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 11 contains 30180 members 
Mstep: Class 13 contains 29265 members 
Mstep: Class 14 contains 59000 members 
Mstep: Class 15 contains 31348 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 19 contains 170965 members 
Mstep: Class 20 contains 49186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2100.551025 but Gain 2102.816406
Score: -20828914.000000 Penalty: 25233.794922
Iteration 38Q: 13 clusters Score -2.082891e+07 nChanged 2544
Entering ConstructFrom: 
Score: -20828914.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (16287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Entering Unmasked Estep 
Score: -861237.687500 Penalty: 1575.944946
	Iteration 0F: 2 clusters Score -861237.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -850033.937500 Penalty: 3151.889893
	Iteration 0F: 3 clusters Score -850033.9 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -853978.062500 Penalty: 3151.889893
	Iteration 1F: 3 clusters Score -853978.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -854311.750000 Penalty: 3151.889893
	Iteration 2F: 3 clusters Score -854311.8 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -854678.937500 Penalty: 3151.889893
	Iteration 3Q: 3 clusters Score -854678.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -855112.625000 Penalty: 3151.889893
	Iteration 4Q: 3 clusters Score -855112.6 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -855676.875000 Penalty: 3151.889893
	Iteration 5F: 3 clusters Score -855676.9 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -856422.625000 Penalty: 3151.889893
	Iteration 6F: 3 clusters Score -856422.6 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -857378.312500 Penalty: 3151.889893
	Iteration 7F: 3 clusters Score -857378.3 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -858374.687500 Penalty: 3151.889893
	Iteration 8F: 3 clusters Score -858374.7 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -859118.000000 Penalty: 3151.889893
	Iteration 9Q: 3 clusters Score -859118 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -859528.562500 Penalty: 3151.889893
	Iteration 10Q: 3 clusters Score -859528.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -859682.625000 Penalty: 3151.889893
	Iteration 11Q: 3 clusters Score -859682.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -859782.250000 Penalty: 3151.889893
	Iteration 12Q: 3 clusters Score -859782.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -859839.062500 Penalty: 3151.889893
	Iteration 13Q: 3 clusters Score -859839.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -859876.937500 Penalty: 3151.889893
	Iteration 14Q: 3 clusters Score -859876.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -859917.250000 Penalty: 3151.889893
	Iteration 15Q: 3 clusters Score -859917.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -859957.687500 Penalty: 3151.889893
	Iteration 16Q: 3 clusters Score -859957.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -859993.875000 Penalty: 3151.889893
	Iteration 17Q: 3 clusters Score -859993.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -860020.187500 Penalty: 3151.889893
	Iteration 18Q: 3 clusters Score -860020.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -860047.312500 Penalty: 3151.889893
	Iteration 19Q: 3 clusters Score -860047.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -860076.750000 Penalty: 3151.889893
	Iteration 20F: 3 clusters Score -860076.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -860105.937500 Penalty: 3151.889893
	Iteration 21Q: 3 clusters Score -860105.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -860135.250000 Penalty: 3151.889893
	Iteration 22Q: 3 clusters Score -860135.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -860158.187500 Penalty: 3151.889893
	Iteration 23Q: 3 clusters Score -860158.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -860177.187500 Penalty: 3151.889893
	Iteration 24Q: 3 clusters Score -860177.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -860190.250000 Penalty: 3151.889893
	Iteration 25Q: 3 clusters Score -860190.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -860203.062500 Penalty: 3151.889893
	Iteration 26Q: 3 clusters Score -860203.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -860219.062500 Penalty: 3151.889893
	Iteration 27Q: 3 clusters Score -860219.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -860227.562500 Penalty: 3151.889893
	Iteration 28Q: 3 clusters Score -860227.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -860234.375000 Penalty: 3151.889893
	Iteration 29Q: 3 clusters Score -860234.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -860241.562500 Penalty: 3151.889893
	Iteration 30Q: 3 clusters Score -860241.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -860249.875000 Penalty: 3151.889893
	Iteration 31Q: 3 clusters Score -860249.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -860253.437500 Penalty: 3151.889893
	Iteration 32Q: 3 clusters Score -860253.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -860256.687500 Penalty: 3151.889893
	Iteration 33Q: 3 clusters Score -860256.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -860259.125000 Penalty: 3151.889893
	Iteration 34Q: 3 clusters Score -860259.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -860262.937500 Penalty: 3151.889893
	Iteration 35Q: 3 clusters Score -860262.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -860262.750000 Penalty: 3151.889893
	Iteration 36Q: 3 clusters Score -860262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -860265.937500 Penalty: 3151.889893
	Iteration 37Q: 3 clusters Score -860265.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -860271.937500 Penalty: 3151.889893
	Iteration 38Q: 3 clusters Score -860271.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -860273.625000 Penalty: 3151.889893
	Iteration 39Q: 3 clusters Score -860273.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -860272.937500 Penalty: 3151.889893
	Iteration 40F: 3 clusters Score -860272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -860274.125000 Penalty: 3151.889893
	Iteration 41Q: 3 clusters Score -860274.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -860279.187500 Penalty: 3151.889893
	Iteration 42Q: 3 clusters Score -860279.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -860285.250000 Penalty: 3151.889893
	Iteration 43Q: 3 clusters Score -860285.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -860289.187500 Penalty: 3151.889893
	Iteration 44Q: 3 clusters Score -860289.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -860290.312500 Penalty: 3151.889893
	Iteration 45Q: 3 clusters Score -860290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -860292.312500 Penalty: 3151.889893
	Iteration 46Q: 3 clusters Score -860292.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -860294.812500 Penalty: 3151.889893
	Iteration 47Q: 3 clusters Score -860294.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -860295.437500 Penalty: 3151.889893
	Iteration 48Q: 3 clusters Score -860295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -860295.125000 Penalty: 3151.889893
	Iteration 49Q: 3 clusters Score -860295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -860297.250000 Penalty: 3151.889893
	Iteration 50Q: 3 clusters Score -860297.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -860296.500000 Penalty: 3151.889893
	Iteration 51Q: 3 clusters Score -860296.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -860297.625000 Penalty: 3151.889893
	Iteration 52Q: 3 clusters Score -860297.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -860300.562500 Penalty: 3151.889893
	Iteration 53Q: 3 clusters Score -860300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -860303.062500 Penalty: 3151.889893
	Iteration 54Q: 3 clusters Score -860303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -860303.687500 Penalty: 3151.889893
	Iteration 55Q: 3 clusters Score -860303.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -860303.625000 Penalty: 3151.889893
	Iteration 56Q: 3 clusters Score -860303.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -860307.375000 Penalty: 3151.889893
	Iteration 57Q: 3 clusters Score -860307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -860310.062500 Penalty: 3151.889893
	Iteration 58Q: 3 clusters Score -860310.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -860314.500000 Penalty: 3151.889893
	Iteration 59Q: 3 clusters Score -860314.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -860317.375000 Penalty: 3151.889893
	Iteration 60F: 3 clusters Score -860317.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -860322.875000 Penalty: 3151.889893
	Iteration 61Q: 3 clusters Score -860322.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -860323.812500 Penalty: 3151.889893
	Iteration 62Q: 3 clusters Score -860323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -860327.375000 Penalty: 3151.889893
	Iteration 63Q: 3 clusters Score -860327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -860326.437500 Penalty: 3151.889893
	Iteration 64Q: 3 clusters Score -860326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -860327.625000 Penalty: 3151.889893
	Iteration 65Q: 3 clusters Score -860327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -860328.937500 Penalty: 3151.889893
	Iteration 66Q: 3 clusters Score -860328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -860329.812500 Penalty: 3151.889893
	Iteration 67Q: 3 clusters Score -860329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -860329.875000 Penalty: 3151.889893
	Iteration 68Q: 3 clusters Score -860329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -860329.687500 Penalty: 3151.889893
	Iteration 69Q: 3 clusters Score -860329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -860329.500000 Penalty: 3151.889893
	Iteration 70Q: 3 clusters Score -860329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -860330.125000 Penalty: 3151.889893
	Iteration 71Q: 3 clusters Score -860330.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -860330.125000 Penalty: 3151.889893
	Iteration 72F: 3 clusters Score -860330.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Entering Unmasked Estep 
Score: -502027.406250 Penalty: 1502.756470
	Iteration 0F: 2 clusters Score -502027.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -494664.125000 Penalty: 3005.512939
	Iteration 0F: 3 clusters Score -494664.1 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -497611.906250 Penalty: 3005.512939
	Iteration 1F: 3 clusters Score -497611.9 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -498549.468750 Penalty: 3005.512939
	Iteration 2F: 3 clusters Score -498549.5 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -499491.843750 Penalty: 3005.512939
	Iteration 3F: 3 clusters Score -499491.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -500283.875000 Penalty: 3005.512939
	Iteration 4F: 3 clusters Score -500283.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -500806.687500 Penalty: 3005.512939
	Iteration 5F: 3 clusters Score -500806.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -501099.375000 Penalty: 3005.512939
	Iteration 6Q: 3 clusters Score -501099.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -501264.843750 Penalty: 3005.512939
	Iteration 7Q: 3 clusters Score -501264.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -501357.312500 Penalty: 3005.512939
	Iteration 8Q: 3 clusters Score -501357.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -501420.875000 Penalty: 3005.512939
	Iteration 9Q: 3 clusters Score -501420.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -501475.500000 Penalty: 3005.512939
	Iteration 10Q: 3 clusters Score -501475.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -501511.968750 Penalty: 3005.512939
	Iteration 11Q: 3 clusters Score -501512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -501544.343750 Penalty: 3005.512939
	Iteration 12Q: 3 clusters Score -501544.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -501578.781250 Penalty: 3005.512939
	Iteration 13Q: 3 clusters Score -501578.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -501609.875000 Penalty: 3005.512939
	Iteration 14Q: 3 clusters Score -501609.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -501636.531250 Penalty: 3005.512939
	Iteration 15Q: 3 clusters Score -501636.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -501661.843750 Penalty: 3005.512939
	Iteration 16Q: 3 clusters Score -501661.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -501687.343750 Penalty: 3005.512939
	Iteration 17Q: 3 clusters Score -501687.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -501703.562500 Penalty: 3005.512939
	Iteration 18Q: 3 clusters Score -501703.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -501716.906250 Penalty: 3005.512939
	Iteration 19Q: 3 clusters Score -501716.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -501734.437500 Penalty: 3005.512939
	Iteration 20F: 3 clusters Score -501734.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -501757.312500 Penalty: 3005.512939
	Iteration 21Q: 3 clusters Score -501757.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -501806.875000 Penalty: 3005.512939
	Iteration 22Q: 3 clusters Score -501806.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -501879.093750 Penalty: 3005.512939
	Iteration 23Q: 3 clusters Score -501879.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -501908.468750 Penalty: 3005.512939
	Iteration 24Q: 3 clusters Score -501908.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -501925.093750 Penalty: 3005.512939
	Iteration 25Q: 3 clusters Score -501925.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -501941.437500 Penalty: 3005.512939
	Iteration 26Q: 3 clusters Score -501941.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -501950.250000 Penalty: 3005.512939
	Iteration 27Q: 3 clusters Score -501950.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -501955.187500 Penalty: 3005.512939
	Iteration 28Q: 3 clusters Score -501955.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -501959.656250 Penalty: 3005.512939
	Iteration 29Q: 3 clusters Score -501959.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -501962.187500 Penalty: 3005.512939
	Iteration 30Q: 3 clusters Score -501962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -501964.781250 Penalty: 3005.512939
	Iteration 31Q: 3 clusters Score -501964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -501965.812500 Penalty: 3005.512939
	Iteration 32Q: 3 clusters Score -501965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -501966.500000 Penalty: 3005.512939
	Iteration 33Q: 3 clusters Score -501966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -501966.875000 Penalty: 3005.512939
	Iteration 34Q: 3 clusters Score -501966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -501967.281250 Penalty: 3005.512939
	Iteration 35Q: 3 clusters Score -501967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -501969.531250 Penalty: 3005.512939
	Iteration 36Q: 3 clusters Score -501969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -501969.531250 Penalty: 3005.512939
	Iteration 37Q: 3 clusters Score -501969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -501969.531250 Penalty: 3005.512939
	Iteration 38F: 3 clusters Score -501969.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -265390.406250 Penalty: 1382.836914
	Iteration 0F: 2 clusters Score -265390.4 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 2471 members 
Entering Unmasked Estep 
Score: -261409.796875 Penalty: 2765.673828
	Iteration 0F: 3 clusters Score -261409.8 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -262521.656250 Penalty: 2765.673828
	Iteration 1F: 3 clusters Score -262521.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -262687.468750 Penalty: 2765.673828
	Iteration 2F: 3 clusters Score -262687.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -262808.062500 Penalty: 2765.673828
	Iteration 3Q: 3 clusters Score -262808.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -262910.906250 Penalty: 2765.673828
	Iteration 4Q: 3 clusters Score -262910.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -263001.031250 Penalty: 2765.673828
	Iteration 5Q: 3 clusters Score -263001 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -263093.687500 Penalty: 2765.673828
	Iteration 6Q: 3 clusters Score -263093.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -263192.062500 Penalty: 2765.673828
	Iteration 7Q: 3 clusters Score -263192.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -263280.843750 Penalty: 2765.673828
	Iteration 8Q: 3 clusters Score -263280.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -263384.281250 Penalty: 2765.673828
	Iteration 9Q: 3 clusters Score -263384.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -263481.562500 Penalty: 2765.673828
	Iteration 10Q: 3 clusters Score -263481.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -263606.750000 Penalty: 2765.673828
	Iteration 11Q: 3 clusters Score -263606.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -263733.000000 Penalty: 2765.673828
	Iteration 12Q: 3 clusters Score -263733 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -263828.750000 Penalty: 2765.673828
	Iteration 13Q: 3 clusters Score -263828.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -263885.281250 Penalty: 2765.673828
	Iteration 14Q: 3 clusters Score -263885.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -263940.437500 Penalty: 2765.673828
	Iteration 15Q: 3 clusters Score -263940.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -263980.562500 Penalty: 2765.673828
	Iteration 16Q: 3 clusters Score -263980.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264012.562500 Penalty: 2765.673828
	Iteration 17Q: 3 clusters Score -264012.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -264035.750000 Penalty: 2765.673828
	Iteration 18Q: 3 clusters Score -264035.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -264059.906250 Penalty: 2765.673828
	Iteration 19Q: 3 clusters Score -264059.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -264080.531250 Penalty: 2765.673828
	Iteration 20F: 3 clusters Score -264080.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -264098.843750 Penalty: 2765.673828
	Iteration 21Q: 3 clusters Score -264098.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -264111.968750 Penalty: 2765.673828
	Iteration 22Q: 3 clusters Score -264112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -264121.218750 Penalty: 2765.673828
	Iteration 23Q: 3 clusters Score -264121.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -264129.000000 Penalty: 2765.673828
	Iteration 24Q: 3 clusters Score -264129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -264134.156250 Penalty: 2765.673828
	Iteration 25Q: 3 clusters Score -264134.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -264138.750000 Penalty: 2765.673828
	Iteration 26Q: 3 clusters Score -264138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -264140.125000 Penalty: 2765.673828
	Iteration 27Q: 3 clusters Score -264140.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -264144.562500 Penalty: 2765.673828
	Iteration 28Q: 3 clusters Score -264144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -264148.156250 Penalty: 2765.673828
	Iteration 29Q: 3 clusters Score -264148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -264151.593750 Penalty: 2765.673828
	Iteration 30Q: 3 clusters Score -264151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -264153.718750 Penalty: 2765.673828
	Iteration 31Q: 3 clusters Score -264153.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -264157.406250 Penalty: 2765.673828
	Iteration 32Q: 3 clusters Score -264157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -264158.843750 Penalty: 2765.673828
	Iteration 33Q: 3 clusters Score -264158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -264158.968750 Penalty: 2765.673828
	Iteration 34Q: 3 clusters Score -264159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -264159.406250 Penalty: 2765.673828
	Iteration 35Q: 3 clusters Score -264159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -264159.937500 Penalty: 2765.673828
	Iteration 36Q: 3 clusters Score -264159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -264160.187500 Penalty: 2765.673828
	Iteration 37Q: 3 clusters Score -264160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -264160.937500 Penalty: 2765.673828
	Iteration 38Q: 3 clusters Score -264160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -264160.937500 Penalty: 2765.673828
	Iteration 39F: 3 clusters Score -264160.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -293885.781250 Penalty: 1399.295288
	Iteration 0F: 2 clusters Score -293885.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -289551.812500 Penalty: 2798.590576
	Iteration 0F: 3 clusters Score -289551.8 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -290699.656250 Penalty: 2798.590576
	Iteration 1F: 3 clusters Score -290699.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -290845.093750 Penalty: 2798.590576
	Iteration 2F: 3 clusters Score -290845.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -290957.937500 Penalty: 2798.590576
	Iteration 3Q: 3 clusters Score -290957.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -291045.343750 Penalty: 2798.590576
	Iteration 4Q: 3 clusters Score -291045.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -291107.000000 Penalty: 2798.590576
	Iteration 5Q: 3 clusters Score -291107 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -291166.968750 Penalty: 2798.590576
	Iteration 6Q: 3 clusters Score -291167 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -291224.437500 Penalty: 2798.590576
	Iteration 7Q: 3 clusters Score -291224.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -291279.906250 Penalty: 2798.590576
	Iteration 8Q: 3 clusters Score -291279.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -291347.718750 Penalty: 2798.590576
	Iteration 9Q: 3 clusters Score -291347.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -291439.062500 Penalty: 2798.590576
	Iteration 10Q: 3 clusters Score -291439.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -291556.156250 Penalty: 2798.590576
	Iteration 11Q: 3 clusters Score -291556.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -291695.875000 Penalty: 2798.590576
	Iteration 12Q: 3 clusters Score -291695.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -291842.937500 Penalty: 2798.590576
	Iteration 13Q: 3 clusters Score -291842.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -292001.468750 Penalty: 2798.590576
	Iteration 14Q: 3 clusters Score -292001.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -292141.843750 Penalty: 2798.590576
	Iteration 15Q: 3 clusters Score -292141.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -292283.687500 Penalty: 2798.590576
	Iteration 16Q: 3 clusters Score -292283.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -292396.968750 Penalty: 2798.590576
	Iteration 17Q: 3 clusters Score -292397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -292471.906250 Penalty: 2798.590576
	Iteration 18Q: 3 clusters Score -292471.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -292521.312500 Penalty: 2798.590576
	Iteration 19Q: 3 clusters Score -292521.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -292551.781250 Penalty: 2798.590576
	Iteration 20F: 3 clusters Score -292551.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -292573.593750 Penalty: 2798.590576
	Iteration 21Q: 3 clusters Score -292573.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -292588.656250 Penalty: 2798.590576
	Iteration 22Q: 3 clusters Score -292588.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -292601.906250 Penalty: 2798.590576
	Iteration 23Q: 3 clusters Score -292601.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -292618.250000 Penalty: 2798.590576
	Iteration 24Q: 3 clusters Score -292618.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -292623.843750 Penalty: 2798.590576
	Iteration 25Q: 3 clusters Score -292623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -292627.843750 Penalty: 2798.590576
	Iteration 26Q: 3 clusters Score -292627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -292631.968750 Penalty: 2798.590576
	Iteration 27Q: 3 clusters Score -292632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -292638.500000 Penalty: 2798.590576
	Iteration 28Q: 3 clusters Score -292638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -292644.375000 Penalty: 2798.590576
	Iteration 29Q: 3 clusters Score -292644.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -292650.875000 Penalty: 2798.590576
	Iteration 30Q: 3 clusters Score -292650.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -292659.718750 Penalty: 2798.590576
	Iteration 31Q: 3 clusters Score -292659.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -292664.093750 Penalty: 2798.590576
	Iteration 32Q: 3 clusters Score -292664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -292667.468750 Penalty: 2798.590576
	Iteration 33Q: 3 clusters Score -292667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -292671.812500 Penalty: 2798.590576
	Iteration 34Q: 3 clusters Score -292671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -292674.406250 Penalty: 2798.590576
	Iteration 35Q: 3 clusters Score -292674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -292675.343750 Penalty: 2798.590576
	Iteration 36Q: 3 clusters Score -292675.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -292675.343750 Penalty: 2798.590576
	Iteration 37F: 3 clusters Score -292675.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Entering Unmasked Estep 
Score: -1587305.500000 Penalty: 1676.171509
	Iteration 0F: 2 clusters Score -1587306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1567088.000000 Penalty: 3352.343018
	Iteration 0F: 3 clusters Score -1567088 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1574699.000000 Penalty: 3352.343018
	Iteration 1F: 3 clusters Score -1574699 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1575089.750000 Penalty: 3352.343018
	Iteration 2Q: 3 clusters Score -1575090 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1575452.875000 Penalty: 3352.343018
	Iteration 3Q: 3 clusters Score -1575453 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1575812.875000 Penalty: 3352.343018
	Iteration 4Q: 3 clusters Score -1575813 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1576181.625000 Penalty: 3352.343018
	Iteration 5Q: 3 clusters Score -1576182 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1576595.250000 Penalty: 3352.343018
	Iteration 6Q: 3 clusters Score -1576595 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1577150.750000 Penalty: 3352.343018
	Iteration 7Q: 3 clusters Score -1577151 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1577903.750000 Penalty: 3352.343018
	Iteration 8Q: 3 clusters Score -1577904 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1578885.750000 Penalty: 3352.343018
	Iteration 9F: 3 clusters Score -1578886 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1580034.125000 Penalty: 3352.343018
	Iteration 10F: 3 clusters Score -1580034 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1581074.500000 Penalty: 3352.343018
	Iteration 11F: 3 clusters Score -1581074 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1581802.250000 Penalty: 3352.343018
	Iteration 12Q: 3 clusters Score -1581802 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1582230.250000 Penalty: 3352.343018
	Iteration 13Q: 3 clusters Score -1582230 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1582475.125000 Penalty: 3352.343018
	Iteration 14Q: 3 clusters Score -1582475 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1582673.375000 Penalty: 3352.343018
	Iteration 15Q: 3 clusters Score -1582673 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1582842.750000 Penalty: 3352.343018
	Iteration 16Q: 3 clusters Score -1582843 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1582998.875000 Penalty: 3352.343018
	Iteration 17Q: 3 clusters Score -1582999 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1583151.000000 Penalty: 3352.343018
	Iteration 18Q: 3 clusters Score -1583151 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1583338.375000 Penalty: 3352.343018
	Iteration 19Q: 3 clusters Score -1583338 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1583498.250000 Penalty: 3352.343018
	Iteration 20F: 3 clusters Score -1583498 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1583638.500000 Penalty: 3352.343018
	Iteration 21Q: 3 clusters Score -1583638 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1583777.875000 Penalty: 3352.343018
	Iteration 22Q: 3 clusters Score -1583778 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1583912.375000 Penalty: 3352.343018
	Iteration 23Q: 3 clusters Score -1583912 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1584071.875000 Penalty: 3352.343018
	Iteration 24Q: 3 clusters Score -1584072 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1584248.000000 Penalty: 3352.343018
	Iteration 25Q: 3 clusters Score -1584248 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1584431.000000 Penalty: 3352.343018
	Iteration 26Q: 3 clusters Score -1584431 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1584634.375000 Penalty: 3352.343018
	Iteration 27Q: 3 clusters Score -1584634 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1584816.750000 Penalty: 3352.343018
	Iteration 28Q: 3 clusters Score -1584817 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1584959.875000 Penalty: 3352.343018
	Iteration 29Q: 3 clusters Score -1584960 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1585090.875000 Penalty: 3352.343018
	Iteration 30Q: 3 clusters Score -1585091 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1585206.125000 Penalty: 3352.343018
	Iteration 31Q: 3 clusters Score -1585206 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1585322.625000 Penalty: 3352.343018
	Iteration 32Q: 3 clusters Score -1585323 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1585405.500000 Penalty: 3352.343018
	Iteration 33Q: 3 clusters Score -1585406 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1585478.625000 Penalty: 3352.343018
	Iteration 34Q: 3 clusters Score -1585479 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1585545.500000 Penalty: 3352.343018
	Iteration 35Q: 3 clusters Score -1585546 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1585609.625000 Penalty: 3352.343018
	Iteration 36Q: 3 clusters Score -1585610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1585661.625000 Penalty: 3352.343018
	Iteration 37Q: 3 clusters Score -1585662 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1585698.500000 Penalty: 3352.343018
	Iteration 38Q: 3 clusters Score -1585698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1585732.875000 Penalty: 3352.343018
	Iteration 39Q: 3 clusters Score -1585733 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1585751.750000 Penalty: 3352.343018
	Iteration 40F: 3 clusters Score -1585752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1585775.250000 Penalty: 3352.343018
	Iteration 41Q: 3 clusters Score -1585775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1585796.500000 Penalty: 3352.343018
	Iteration 42Q: 3 clusters Score -1585796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1585813.625000 Penalty: 3352.343018
	Iteration 43Q: 3 clusters Score -1585814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1585832.750000 Penalty: 3352.343018
	Iteration 44Q: 3 clusters Score -1585833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1585847.750000 Penalty: 3352.343018
	Iteration 45Q: 3 clusters Score -1585848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1585859.125000 Penalty: 3352.343018
	Iteration 46Q: 3 clusters Score -1585859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1585861.125000 Penalty: 3352.343018
	Iteration 47Q: 3 clusters Score -1585861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1585868.625000 Penalty: 3352.343018
	Iteration 48Q: 3 clusters Score -1585869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1585871.750000 Penalty: 3352.343018
	Iteration 49Q: 3 clusters Score -1585872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1585877.625000 Penalty: 3352.343018
	Iteration 50Q: 3 clusters Score -1585878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1585880.750000 Penalty: 3352.343018
	Iteration 51Q: 3 clusters Score -1585881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1585889.500000 Penalty: 3352.343018
	Iteration 52Q: 3 clusters Score -1585890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1585891.625000 Penalty: 3352.343018
	Iteration 53Q: 3 clusters Score -1585892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1585891.500000 Penalty: 3352.343018
	Iteration 54Q: 3 clusters Score -1585892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1585896.500000 Penalty: 3352.343018
	Iteration 55Q: 3 clusters Score -1585896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1585899.500000 Penalty: 3352.343018
	Iteration 56Q: 3 clusters Score -1585900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1585900.875000 Penalty: 3352.343018
	Iteration 57Q: 3 clusters Score -1585901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1585902.500000 Penalty: 3352.343018
	Iteration 58Q: 3 clusters Score -1585902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1585904.875000 Penalty: 3352.343018
	Iteration 59Q: 3 clusters Score -1585905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1585904.375000 Penalty: 3352.343018
	Iteration 60F: 3 clusters Score -1585904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1585908.750000 Penalty: 3352.343018
	Iteration 61Q: 3 clusters Score -1585909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1585907.000000 Penalty: 3352.343018
	Iteration 62Q: 3 clusters Score -1585907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1585906.250000 Penalty: 3352.343018
	Iteration 63Q: 3 clusters Score -1585906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1585906.250000 Penalty: 3352.343018
	Iteration 64F: 3 clusters Score -1585906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Entering Unmasked Estep 
Score: -1560461.750000 Penalty: 1675.015015
	Iteration 0F: 2 clusters Score -1560462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1540224.625000 Penalty: 3350.030029
	Iteration 0F: 3 clusters Score -1540225 nChanged 13903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1547865.625000 Penalty: 3350.030029
	Iteration 1F: 3 clusters Score -1547866 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1548177.000000 Penalty: 3350.030029
	Iteration 2Q: 3 clusters Score -1548177 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1548486.250000 Penalty: 3350.030029
	Iteration 3Q: 3 clusters Score -1548486 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1548912.250000 Penalty: 3350.030029
	Iteration 4Q: 3 clusters Score -1548912 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -1549618.375000 Penalty: 3350.030029
	Iteration 5Q: 3 clusters Score -1549618 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -1550718.000000 Penalty: 3350.030029
	Iteration 6F: 3 clusters Score -1550718 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -1552435.750000 Penalty: 3350.030029
	Iteration 7F: 3 clusters Score -1552436 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -1554762.375000 Penalty: 3350.030029
	Iteration 8F: 3 clusters Score -1554762 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -1556931.500000 Penalty: 3350.030029
	Iteration 9F: 3 clusters Score -1556932 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -1558165.125000 Penalty: 3350.030029
	Iteration 10Q: 3 clusters Score -1558165 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -1558649.625000 Penalty: 3350.030029
	Iteration 11Q: 3 clusters Score -1558650 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -1558813.750000 Penalty: 3350.030029
	Iteration 12Q: 3 clusters Score -1558814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -1558902.375000 Penalty: 3350.030029
	Iteration 13Q: 3 clusters Score -1558902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -1558943.750000 Penalty: 3350.030029
	Iteration 14Q: 3 clusters Score -1558944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -1558965.625000 Penalty: 3350.030029
	Iteration 15Q: 3 clusters Score -1558966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -1558972.750000 Penalty: 3350.030029
	Iteration 16Q: 3 clusters Score -1558973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -1558976.250000 Penalty: 3350.030029
	Iteration 17Q: 3 clusters Score -1558976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -1558976.250000 Penalty: 3350.030029
	Iteration 18Q: 3 clusters Score -1558976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -1558976.250000 Penalty: 3350.030029
	Iteration 19F: 3 clusters Score -1558976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Entering Unmasked Estep 
Score: -3112860.500000 Penalty: 1785.555664
	Iteration 0F: 2 clusters Score -3112860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -3073132.000000 Penalty: 3571.111328
	Iteration 0F: 3 clusters Score -3073132 nChanged 28075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3089036.000000 Penalty: 3571.111328
	Iteration 1F: 3 clusters Score -3089036 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3089571.000000 Penalty: 3571.111328
	Iteration 2Q: 3 clusters Score -3089571 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3090247.750000 Penalty: 3571.111328
	Iteration 3Q: 3 clusters Score -3090248 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3091175.750000 Penalty: 3571.111328
	Iteration 4Q: 3 clusters Score -3091176 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3092724.250000 Penalty: 3571.111328
	Iteration 5F: 3 clusters Score -3092724 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3095220.750000 Penalty: 3571.111328
	Iteration 6F: 3 clusters Score -3095221 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3098829.250000 Penalty: 3571.111328
	Iteration 7F: 3 clusters Score -3098829 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3103186.750000 Penalty: 3571.111328
	Iteration 8F: 3 clusters Score -3103187 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3106907.000000 Penalty: 3571.111328
	Iteration 9F: 3 clusters Score -3106907 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3109337.000000 Penalty: 3571.111328
	Iteration 10Q: 3 clusters Score -3109337 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3110622.500000 Penalty: 3571.111328
	Iteration 11Q: 3 clusters Score -3110622 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3111113.750000 Penalty: 3571.111328
	Iteration 12Q: 3 clusters Score -3111114 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3111309.750000 Penalty: 3571.111328
	Iteration 13Q: 3 clusters Score -3111310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3111411.250000 Penalty: 3571.111328
	Iteration 14Q: 3 clusters Score -3111411 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3111466.000000 Penalty: 3571.111328
	Iteration 15Q: 3 clusters Score -3111466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3111504.000000 Penalty: 3571.111328
	Iteration 16Q: 3 clusters Score -3111504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3111517.750000 Penalty: 3571.111328
	Iteration 17Q: 3 clusters Score -3111518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3111519.250000 Penalty: 3571.111328
	Iteration 18Q: 3 clusters Score -3111519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3111523.750000 Penalty: 3571.111328
	Iteration 19Q: 3 clusters Score -3111524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3111531.000000 Penalty: 3571.111328
	Iteration 20F: 3 clusters Score -3111531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3111529.000000 Penalty: 3571.111328
	Iteration 21Q: 3 clusters Score -3111529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3111536.250000 Penalty: 3571.111328
	Iteration 22Q: 3 clusters Score -3111536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3111536.000000 Penalty: 3571.111328
	Iteration 23Q: 3 clusters Score -3111536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3111536.000000 Penalty: 3571.111328
	Iteration 24F: 3 clusters Score -3111536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Entering Unmasked Estep 
Score: -1658443.125000 Penalty: 1683.524780
	Iteration 0F: 2 clusters Score -1658443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1637159.625000 Penalty: 3367.049561
	Iteration 0F: 3 clusters Score -1637160 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1644981.125000 Penalty: 3367.049561
	Iteration 1F: 3 clusters Score -1644981 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1645351.625000 Penalty: 3367.049561
	Iteration 2Q: 3 clusters Score -1645352 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1645772.375000 Penalty: 3367.049561
	Iteration 3Q: 3 clusters Score -1645772 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1646412.625000 Penalty: 3367.049561
	Iteration 4Q: 3 clusters Score -1646413 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1647471.000000 Penalty: 3367.049561
	Iteration 5F: 3 clusters Score -1647471 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1649130.875000 Penalty: 3367.049561
	Iteration 6F: 3 clusters Score -1649131 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1651511.625000 Penalty: 3367.049561
	Iteration 7F: 3 clusters Score -1651512 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1654013.125000 Penalty: 3367.049561
	Iteration 8F: 3 clusters Score -1654013 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1655702.500000 Penalty: 3367.049561
	Iteration 9F: 3 clusters Score -1655702 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1656454.625000 Penalty: 3367.049561
	Iteration 10Q: 3 clusters Score -1656455 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1656715.500000 Penalty: 3367.049561
	Iteration 11Q: 3 clusters Score -1656716 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1656816.875000 Penalty: 3367.049561
	Iteration 12Q: 3 clusters Score -1656817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1656878.500000 Penalty: 3367.049561
	Iteration 13Q: 3 clusters Score -1656878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1656908.625000 Penalty: 3367.049561
	Iteration 14Q: 3 clusters Score -1656909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1656931.250000 Penalty: 3367.049561
	Iteration 15Q: 3 clusters Score -1656931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1656950.375000 Penalty: 3367.049561
	Iteration 16Q: 3 clusters Score -1656950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1656961.375000 Penalty: 3367.049561
	Iteration 17Q: 3 clusters Score -1656961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1656965.250000 Penalty: 3367.049561
	Iteration 18Q: 3 clusters Score -1656965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1656967.000000 Penalty: 3367.049561
	Iteration 19Q: 3 clusters Score -1656967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1656967.000000 Penalty: 3367.049561
	Iteration 20F: 3 clusters Score -1656967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Entering Unmasked Estep 
Score: -300240.000000 Penalty: 1404.277710
	Iteration 0F: 2 clusters Score -300240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -295783.718750 Penalty: 2808.555420
	Iteration 0F: 3 clusters Score -295783.7 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -297116.250000 Penalty: 2808.555420
	Iteration 1F: 3 clusters Score -297116.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -297302.531250 Penalty: 2808.555420
	Iteration 2F: 3 clusters Score -297302.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -297437.093750 Penalty: 2808.555420
	Iteration 3Q: 3 clusters Score -297437.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -297554.781250 Penalty: 2808.555420
	Iteration 4Q: 3 clusters Score -297554.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -297650.562500 Penalty: 2808.555420
	Iteration 5Q: 3 clusters Score -297650.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -297770.937500 Penalty: 2808.555420
	Iteration 6Q: 3 clusters Score -297770.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -297911.031250 Penalty: 2808.555420
	Iteration 7Q: 3 clusters Score -297911 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -298077.500000 Penalty: 2808.555420
	Iteration 8Q: 3 clusters Score -298077.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -298288.406250 Penalty: 2808.555420
	Iteration 9Q: 3 clusters Score -298288.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -298464.406250 Penalty: 2808.555420
	Iteration 10Q: 3 clusters Score -298464.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -298605.187500 Penalty: 2808.555420
	Iteration 11Q: 3 clusters Score -298605.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -298691.031250 Penalty: 2808.555420
	Iteration 12Q: 3 clusters Score -298691 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -298730.468750 Penalty: 2808.555420
	Iteration 13Q: 3 clusters Score -298730.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -298752.875000 Penalty: 2808.555420
	Iteration 14Q: 3 clusters Score -298752.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -298777.781250 Penalty: 2808.555420
	Iteration 15Q: 3 clusters Score -298777.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -298795.156250 Penalty: 2808.555420
	Iteration 16Q: 3 clusters Score -298795.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -298811.906250 Penalty: 2808.555420
	Iteration 17Q: 3 clusters Score -298811.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -298821.718750 Penalty: 2808.555420
	Iteration 18Q: 3 clusters Score -298821.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -298830.250000 Penalty: 2808.555420
	Iteration 19Q: 3 clusters Score -298830.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -298835.687500 Penalty: 2808.555420
	Iteration 20F: 3 clusters Score -298835.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -298838.531250 Penalty: 2808.555420
	Iteration 21Q: 3 clusters Score -298838.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -298840.812500 Penalty: 2808.555420
	Iteration 22Q: 3 clusters Score -298840.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -298842.843750 Penalty: 2808.555420
	Iteration 23Q: 3 clusters Score -298842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -298843.781250 Penalty: 2808.555420
	Iteration 24Q: 3 clusters Score -298843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -298844.000000 Penalty: 2808.555420
	Iteration 25Q: 3 clusters Score -298844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -298845.125000 Penalty: 2808.555420
	Iteration 26Q: 3 clusters Score -298845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -298845.187500 Penalty: 2808.555420
	Iteration 27Q: 3 clusters Score -298845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -298845.187500 Penalty: 2808.555420
	Iteration 28F: 3 clusters Score -298845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -117241.703125 Penalty: 1258.562988
	Iteration 0F: 2 clusters Score -117241.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -114947.968750 Penalty: 2517.125977
	Iteration 0F: 3 clusters Score -114948 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -115474.867188 Penalty: 2517.125977
	Iteration 1F: 3 clusters Score -115474.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -115606.179688 Penalty: 2517.125977
	Iteration 2F: 3 clusters Score -115606.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -115689.945312 Penalty: 2517.125977
	Iteration 3Q: 3 clusters Score -115689.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -115751.156250 Penalty: 2517.125977
	Iteration 4Q: 3 clusters Score -115751.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -115793.976562 Penalty: 2517.125977
	Iteration 5Q: 3 clusters Score -115794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -115831.937500 Penalty: 2517.125977
	Iteration 6Q: 3 clusters Score -115831.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -115859.421875 Penalty: 2517.125977
	Iteration 7Q: 3 clusters Score -115859.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -115892.796875 Penalty: 2517.125977
	Iteration 8Q: 3 clusters Score -115892.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -115925.398438 Penalty: 2517.125977
	Iteration 9Q: 3 clusters Score -115925.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -115951.164062 Penalty: 2517.125977
	Iteration 10Q: 3 clusters Score -115951.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -115979.382812 Penalty: 2517.125977
	Iteration 11Q: 3 clusters Score -115979.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -116007.500000 Penalty: 2517.125977
	Iteration 12Q: 3 clusters Score -116007.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -116025.789062 Penalty: 2517.125977
	Iteration 13Q: 3 clusters Score -116025.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -116047.546875 Penalty: 2517.125977
	Iteration 14Q: 3 clusters Score -116047.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -116072.875000 Penalty: 2517.125977
	Iteration 15Q: 3 clusters Score -116072.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -116097.921875 Penalty: 2517.125977
	Iteration 16Q: 3 clusters Score -116097.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -116131.320312 Penalty: 2517.125977
	Iteration 17Q: 3 clusters Score -116131.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -116155.539062 Penalty: 2517.125977
	Iteration 18Q: 3 clusters Score -116155.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -116173.460938 Penalty: 2517.125977
	Iteration 19Q: 3 clusters Score -116173.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -116200.406250 Penalty: 2517.125977
	Iteration 20F: 3 clusters Score -116200.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -116233.468750 Penalty: 2517.125977
	Iteration 21Q: 3 clusters Score -116233.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -116270.789062 Penalty: 2517.125977
	Iteration 22Q: 3 clusters Score -116270.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -116321.429688 Penalty: 2517.125977
	Iteration 23Q: 3 clusters Score -116321.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -116372.296875 Penalty: 2517.125977
	Iteration 24Q: 3 clusters Score -116372.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -116420.328125 Penalty: 2517.125977
	Iteration 25Q: 3 clusters Score -116420.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -116455.453125 Penalty: 2517.125977
	Iteration 26Q: 3 clusters Score -116455.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -116470.929688 Penalty: 2517.125977
	Iteration 27Q: 3 clusters Score -116470.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -116481.515625 Penalty: 2517.125977
	Iteration 28Q: 3 clusters Score -116481.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -116487.273438 Penalty: 2517.125977
	Iteration 29Q: 3 clusters Score -116487.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -116489.882812 Penalty: 2517.125977
	Iteration 30Q: 3 clusters Score -116489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -116491.398438 Penalty: 2517.125977
	Iteration 31Q: 3 clusters Score -116491.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -116492.453125 Penalty: 2517.125977
	Iteration 32Q: 3 clusters Score -116492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -116493.742188 Penalty: 2517.125977
	Iteration 33Q: 3 clusters Score -116493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -116494.593750 Penalty: 2517.125977
	Iteration 34Q: 3 clusters Score -116494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -116496.031250 Penalty: 2517.125977
	Iteration 35Q: 3 clusters Score -116496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -116497.953125 Penalty: 2517.125977
	Iteration 36Q: 3 clusters Score -116498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -116503.507812 Penalty: 2517.125977
	Iteration 37Q: 3 clusters Score -116503.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -116506.804688 Penalty: 2517.125977
	Iteration 38Q: 3 clusters Score -116506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -116507.617188 Penalty: 2517.125977
	Iteration 39Q: 3 clusters Score -116507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -116508.367188 Penalty: 2517.125977
	Iteration 40F: 3 clusters Score -116508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -116509.382812 Penalty: 2517.125977
	Iteration 41Q: 3 clusters Score -116509.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -116509.382812 Penalty: 2517.125977
	Iteration 42F: 3 clusters Score -116509.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171673 members 
Entering Unmasked Estep 
Score: -8763942.000000 Penalty: 1958.668823
	Iteration 0F: 2 clusters Score -8763942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85734 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -8648158.000000 Penalty: 3917.337646
	Iteration 0F: 3 clusters Score -8648158 nChanged 83372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -8697077.000000 Penalty: 3917.337646
	Iteration 1F: 3 clusters Score -8697077 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -8698074.000000 Penalty: 3917.337646
	Iteration 2Q: 3 clusters Score -8698074 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -8699559.000000 Penalty: 3917.337646
	Iteration 3Q: 3 clusters Score -8699559 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 102128 members 
Entering Unmasked Estep 
Score: -8702154.000000 Penalty: 3917.337646
	Iteration 4Q: 3 clusters Score -8702154 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -8707225.000000 Penalty: 3917.337646
	Iteration 5F: 3 clusters Score -8707225 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 122256 members 
Entering Unmasked Estep 
Score: -8716525.000000 Penalty: 3917.337646
	Iteration 6F: 3 clusters Score -8716525 nChanged 14840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 136356 members 
Entering Unmasked Estep 
Score: -8729847.000000 Penalty: 3917.337646
	Iteration 7F: 3 clusters Score -8729847 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 149791 members 
Entering Unmasked Estep 
Score: -8743662.000000 Penalty: 3917.337646
	Iteration 8F: 3 clusters Score -8743662 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -8753302.000000 Penalty: 3917.337646
	Iteration 9F: 3 clusters Score -8753302 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 163579 members 
Entering Unmasked Estep 
Score: -8758655.000000 Penalty: 3917.337646
	Iteration 10Q: 3 clusters Score -8758655 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 165412 members 
Entering Unmasked Estep 
Score: -8761481.000000 Penalty: 3917.337646
	Iteration 11Q: 3 clusters Score -8761481 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 165877 members 
Entering Unmasked Estep 
Score: -8762658.000000 Penalty: 3917.337646
	Iteration 12Q: 3 clusters Score -8762658 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 165941 members 
Entering Unmasked Estep 
Score: -8763086.000000 Penalty: 3917.337646
	Iteration 13Q: 3 clusters Score -8763086 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 165898 members 
Entering Unmasked Estep 
Score: -8763276.000000 Penalty: 3917.337646
	Iteration 14Q: 3 clusters Score -8763276 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 165875 members 
Entering Unmasked Estep 
Score: -8763375.000000 Penalty: 3917.337646
	Iteration 15Q: 3 clusters Score -8763375 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 165853 members 
Entering Unmasked Estep 
Score: -8763424.000000 Penalty: 3917.337646
	Iteration 16Q: 3 clusters Score -8763424 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 165825 members 
Entering Unmasked Estep 
Score: -8763495.000000 Penalty: 3917.337646
	Iteration 17Q: 3 clusters Score -8763495 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 165800 members 
Entering Unmasked Estep 
Score: -8763516.000000 Penalty: 3917.337646
	Iteration 18Q: 3 clusters Score -8763516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 165776 members 
Entering Unmasked Estep 
Score: -8763532.000000 Penalty: 3917.337646
	Iteration 19Q: 3 clusters Score -8763532 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 165739 members 
Entering Unmasked Estep 
Score: -8763523.000000 Penalty: 3917.337646
	Iteration 20F: 3 clusters Score -8763523 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 165711 members 
Entering Unmasked Estep 
Score: -8763506.000000 Penalty: 3917.337646
	Iteration 21Q: 3 clusters Score -8763506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 165695 members 
Entering Unmasked Estep 
Score: -8763513.000000 Penalty: 3917.337646
	Iteration 22Q: 3 clusters Score -8763513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 165661 members 
Entering Unmasked Estep 
Score: -8763512.000000 Penalty: 3917.337646
	Iteration 23Q: 3 clusters Score -8763512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -8763524.000000 Penalty: 3917.337646
	Iteration 24Q: 3 clusters Score -8763524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 165612 members 
Entering Unmasked Estep 
Score: -8763543.000000 Penalty: 3917.337646
	Iteration 25Q: 3 clusters Score -8763543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 165593 members 
Entering Unmasked Estep 
Score: -8763542.000000 Penalty: 3917.337646
	Iteration 26Q: 3 clusters Score -8763542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 165588 members 
Entering Unmasked Estep 
Score: -8763545.000000 Penalty: 3917.337646
	Iteration 27Q: 3 clusters Score -8763545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -8763540.000000 Penalty: 3917.337646
	Iteration 28Q: 3 clusters Score -8763540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -8763530.000000 Penalty: 3917.337646
	Iteration 29Q: 3 clusters Score -8763530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 165576 members 
Entering Unmasked Estep 
Score: -8763536.000000 Penalty: 3917.337646
	Iteration 30Q: 3 clusters Score -8763536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 165574 members 
Entering Unmasked Estep 
Score: -8763534.000000 Penalty: 3917.337646
	Iteration 31Q: 3 clusters Score -8763534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 165568 members 
Entering Unmasked Estep 
Score: -8763542.000000 Penalty: 3917.337646
	Iteration 32Q: 3 clusters Score -8763542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 165568 members 
Entering Unmasked Estep 
Score: -8763542.000000 Penalty: 3917.337646
	Iteration 33F: 3 clusters Score -8763542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Entering Unmasked Estep 
Score: -2599399.000000 Penalty: 1755.483887
	Iteration 0F: 2 clusters Score -2599399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -2566471.500000 Penalty: 3510.967773
	Iteration 0F: 3 clusters Score -2566472 nChanged 22942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -2579362.500000 Penalty: 3510.967773
	Iteration 1F: 3 clusters Score -2579362 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -2579729.750000 Penalty: 3510.967773
	Iteration 2Q: 3 clusters Score -2579730 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -2580124.250000 Penalty: 3510.967773
	Iteration 3Q: 3 clusters Score -2580124 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -2580600.750000 Penalty: 3510.967773
	Iteration 4Q: 3 clusters Score -2580601 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -2581225.000000 Penalty: 3510.967773
	Iteration 5Q: 3 clusters Score -2581225 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -2582188.500000 Penalty: 3510.967773
	Iteration 6Q: 3 clusters Score -2582188 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -2583807.000000 Penalty: 3510.967773
	Iteration 7F: 3 clusters Score -2583807 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -2586424.000000 Penalty: 3510.967773
	Iteration 8F: 3 clusters Score -2586424 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -2589826.500000 Penalty: 3510.967773
	Iteration 9F: 3 clusters Score -2589826 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -2592876.250000 Penalty: 3510.967773
	Iteration 10F: 3 clusters Score -2592876 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -2595045.000000 Penalty: 3510.967773
	Iteration 11Q: 3 clusters Score -2595045 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -2596236.000000 Penalty: 3510.967773
	Iteration 12Q: 3 clusters Score -2596236 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -2596914.250000 Penalty: 3510.967773
	Iteration 13Q: 3 clusters Score -2596914 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -2597267.250000 Penalty: 3510.967773
	Iteration 14Q: 3 clusters Score -2597267 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -2597500.000000 Penalty: 3510.967773
	Iteration 15Q: 3 clusters Score -2597500 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -2597630.500000 Penalty: 3510.967773
	Iteration 16Q: 3 clusters Score -2597630 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -2597706.250000 Penalty: 3510.967773
	Iteration 17Q: 3 clusters Score -2597706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -2597751.250000 Penalty: 3510.967773
	Iteration 18Q: 3 clusters Score -2597751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -2597793.750000 Penalty: 3510.967773
	Iteration 19Q: 3 clusters Score -2597794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -2597819.250000 Penalty: 3510.967773
	Iteration 20F: 3 clusters Score -2597819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -2597844.750000 Penalty: 3510.967773
	Iteration 21Q: 3 clusters Score -2597845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2597867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -2597877.500000 Penalty: 3510.967773
	Iteration 23Q: 3 clusters Score -2597878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2597898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -2597910.500000 Penalty: 3510.967773
	Iteration 25Q: 3 clusters Score -2597910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -2597915.250000 Penalty: 3510.967773
	Iteration 26Q: 3 clusters Score -2597915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2597918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2597916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -2597920.000000 Penalty: 3510.967773
	Iteration 29Q: 3 clusters Score -2597920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2597923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -2597928.250000 Penalty: 3510.967773
	Iteration 31Q: 3 clusters Score -2597928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2597930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2597930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
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	Iteration 34F: 3 clusters Score -2597930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 16287 members 
Mstep: Class 5 contains 10381 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 11 contains 30179 members 
Mstep: Class 13 contains 29965 members 
Mstep: Class 14 contains 59162 members 
Mstep: Class 15 contains 31576 members 
Mstep: Class 16 contains 5663 members 
Mstep: Class 17 contains 2310 members 
Mstep: Class 19 contains 171673 members 
Mstep: Class 20 contains 49167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 13 clusters Score -2.083066e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 16153 members 
Mstep: Class 5 contains 10272 members 
Mstep: Class 7 contains 4887 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 11 contains 30169 members 
Mstep: Class 13 contains 30333 members 
Mstep: Class 14 contains 59077 members 
Mstep: Class 15 contains 31543 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 2311 members 
Mstep: Class 19 contains 171934 members 
Mstep: Class 20 contains 49138 members 
Entering Unmasked Estep 
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Iteration 40F: 13 clusters Score -2.083087e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 16036 members 
Mstep: Class 5 contains 10106 members 
Mstep: Class 7 contains 4812 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 11 contains 30173 members 
Mstep: Class 13 contains 30747 members 
Mstep: Class 14 contains 59002 members 
Mstep: Class 15 contains 31509 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 19 contains 172160 members 
Mstep: Class 20 contains 49098 members 
Entering Unmasked Estep 
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Iteration 41Q: 13 clusters Score -2.083092e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15931 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 7 contains 4733 members 
Mstep: Class 9 contains 5219 members 
Mstep: Class 11 contains 30174 members 
Mstep: Class 13 contains 31099 members 
Mstep: Class 14 contains 58929 members 
Mstep: Class 15 contains 31474 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 19 contains 172372 members 
Mstep: Class 20 contains 49079 members 
Entering Unmasked Estep 
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Iteration 42Q: 13 clusters Score -2.08311e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15833 members 
Mstep: Class 5 contains 9859 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 11 contains 30158 members 
Mstep: Class 13 contains 31426 members 
Mstep: Class 14 contains 58861 members 
Mstep: Class 15 contains 31448 members 
Mstep: Class 16 contains 5497 members 
Mstep: Class 17 contains 2317 members 
Mstep: Class 19 contains 172567 members 
Mstep: Class 20 contains 49052 members 
Entering Unmasked Estep 
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Iteration 43Q: 13 clusters Score -2.083112e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15743 members 
Mstep: Class 5 contains 9770 members 
Mstep: Class 7 contains 4592 members 
Mstep: Class 9 contains 5076 members 
Mstep: Class 11 contains 30154 members 
Mstep: Class 13 contains 31700 members 
Mstep: Class 14 contains 58806 members 
Mstep: Class 15 contains 31414 members 
Mstep: Class 16 contains 5488 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 19 contains 172730 members 
Mstep: Class 20 contains 49025 members 
Entering Unmasked Estep 
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Iteration 44Q: 13 clusters Score -2.083114e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15665 members 
Mstep: Class 5 contains 9681 members 
Mstep: Class 7 contains 4539 members 
Mstep: Class 9 contains 5015 members 
Mstep: Class 11 contains 30148 members 
Mstep: Class 13 contains 31927 members 
Mstep: Class 14 contains 58764 members 
Mstep: Class 15 contains 31382 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 2321 members 
Mstep: Class 19 contains 172876 members 
Mstep: Class 20 contains 49008 members 
Entering Unmasked Estep 
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Iteration 45Q: 13 clusters Score -2.083124e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15594 members 
Mstep: Class 5 contains 9597 members 
Mstep: Class 7 contains 4493 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 11 contains 30146 members 
Mstep: Class 13 contains 32133 members 
Mstep: Class 14 contains 58727 members 
Mstep: Class 15 contains 31353 members 
Mstep: Class 16 contains 5487 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 19 contains 173035 members 
Mstep: Class 20 contains 48982 members 
Entering Unmasked Estep 
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Iteration 46Q: 13 clusters Score -2.083129e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15524 members 
Mstep: Class 5 contains 9527 members 
Mstep: Class 7 contains 4442 members 
Mstep: Class 9 contains 4890 members 
Mstep: Class 11 contains 30143 members 
Mstep: Class 13 contains 32311 members 
Mstep: Class 14 contains 58696 members 
Mstep: Class 15 contains 31333 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 19 contains 173175 members 
Mstep: Class 20 contains 48974 members 
Entering Unmasked Estep 
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Iteration 47Q: 13 clusters Score -2.083128e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 5 contains 9471 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 9 contains 4841 members 
Mstep: Class 11 contains 30135 members 
Mstep: Class 13 contains 32463 members 
Mstep: Class 14 contains 58665 members 
Mstep: Class 15 contains 31320 members 
Mstep: Class 16 contains 5458 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 19 contains 173319 members 
Mstep: Class 20 contains 48976 members 
Entering Unmasked Estep 
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Iteration 48Q: 13 clusters Score -2.083141e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15387 members 
Mstep: Class 5 contains 9416 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 9 contains 4800 members 
Mstep: Class 11 contains 30132 members 
Mstep: Class 13 contains 32629 members 
Mstep: Class 14 contains 58620 members 
Mstep: Class 15 contains 31304 members 
Mstep: Class 16 contains 5440 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 19 contains 173448 members 
Mstep: Class 20 contains 48968 members 
Entering Unmasked Estep 
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Iteration 49Q: 13 clusters Score -2.083149e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15332 members 
Mstep: Class 5 contains 9370 members 
Mstep: Class 7 contains 4286 members 
Mstep: Class 9 contains 4757 members 
Mstep: Class 11 contains 30130 members 
Mstep: Class 13 contains 32775 members 
Mstep: Class 14 contains 58594 members 
Mstep: Class 15 contains 31289 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 19 contains 173542 members 
Mstep: Class 20 contains 48960 members 
Entering Unmasked Estep 
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Iteration 50Q: 13 clusters Score -2.083149e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15277 members 
Mstep: Class 5 contains 9337 members 
Mstep: Class 7 contains 4256 members 
Mstep: Class 9 contains 4704 members 
Mstep: Class 11 contains 30129 members 
Mstep: Class 13 contains 32909 members 
Mstep: Class 14 contains 58573 members 
Mstep: Class 15 contains 31254 members 
Mstep: Class 16 contains 5425 members 
Mstep: Class 17 contains 2349 members 
Mstep: Class 19 contains 173654 members 
Mstep: Class 20 contains 48951 members 
Entering Unmasked Estep 
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Iteration 51Q: 13 clusters Score -2.083149e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15211 members 
Mstep: Class 5 contains 9305 members 
Mstep: Class 7 contains 4228 members 
Mstep: Class 9 contains 4667 members 
Mstep: Class 11 contains 30130 members 
Mstep: Class 13 contains 33023 members 
Mstep: Class 14 contains 58550 members 
Mstep: Class 15 contains 31218 members 
Mstep: Class 16 contains 5409 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 19 contains 173773 members 
Mstep: Class 20 contains 48949 members 
Entering Unmasked Estep 
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Iteration 52Q: 13 clusters Score -2.083161e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15147 members 
Mstep: Class 5 contains 9267 members 
Mstep: Class 7 contains 4196 members 
Mstep: Class 9 contains 4631 members 
Mstep: Class 11 contains 30139 members 
Mstep: Class 13 contains 33152 members 
Mstep: Class 14 contains 58527 members 
Mstep: Class 15 contains 31178 members 
Mstep: Class 16 contains 5394 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 19 contains 173879 members 
Mstep: Class 20 contains 48946 members 
Entering Unmasked Estep 
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Iteration 53Q: 13 clusters Score -2.083172e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15089 members 
Mstep: Class 5 contains 9233 members 
Mstep: Class 7 contains 4156 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 11 contains 30144 members 
Mstep: Class 13 contains 33279 members 
Mstep: Class 14 contains 58515 members 
Mstep: Class 15 contains 31133 members 
Mstep: Class 16 contains 5393 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 19 contains 173975 members 
Mstep: Class 20 contains 48934 members 
Entering Unmasked Estep 
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Iteration 54Q: 13 clusters Score -2.083179e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 15042 members 
Mstep: Class 5 contains 9192 members 
Mstep: Class 7 contains 4126 members 
Mstep: Class 9 contains 4575 members 
Mstep: Class 11 contains 30148 members 
Mstep: Class 13 contains 33415 members 
Mstep: Class 14 contains 58500 members 
Mstep: Class 15 contains 31096 members 
Mstep: Class 16 contains 5390 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 19 contains 174040 members 
Mstep: Class 20 contains 48923 members 
Entering Unmasked Estep 
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Iteration 55Q: 13 clusters Score -2.08318e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14999 members 
Mstep: Class 5 contains 9158 members 
Mstep: Class 7 contains 4109 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 11 contains 30160 members 
Mstep: Class 13 contains 33555 members 
Mstep: Class 14 contains 58482 members 
Mstep: Class 15 contains 31068 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 174069 members 
Mstep: Class 20 contains 48908 members 
Entering Unmasked Estep 
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Iteration 56Q: 13 clusters Score -2.083176e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14960 members 
Mstep: Class 5 contains 9127 members 
Mstep: Class 7 contains 4073 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 11 contains 30167 members 
Mstep: Class 13 contains 33710 members 
Mstep: Class 14 contains 58474 members 
Mstep: Class 15 contains 31030 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174116 members 
Mstep: Class 20 contains 48899 members 
Entering Unmasked Estep 
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Iteration 57Q: 13 clusters Score -2.083173e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14918 members 
Mstep: Class 5 contains 9105 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 9 contains 4447 members 
Mstep: Class 11 contains 30174 members 
Mstep: Class 13 contains 33846 members 
Mstep: Class 14 contains 58458 members 
Mstep: Class 15 contains 31005 members 
Mstep: Class 16 contains 5388 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 174170 members 
Mstep: Class 20 contains 48892 members 
Entering Unmasked Estep 
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Iteration 58Q: 13 clusters Score -2.083174e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 5 contains 9087 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 9 contains 4415 members 
Mstep: Class 11 contains 30183 members 
Mstep: Class 13 contains 33965 members 
Mstep: Class 14 contains 58442 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 5383 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 19 contains 174220 members 
Mstep: Class 20 contains 48890 members 
Entering Unmasked Estep 
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Iteration 59Q: 13 clusters Score -2.083171e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14846 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 11 contains 30193 members 
Mstep: Class 13 contains 34081 members 
Mstep: Class 14 contains 58430 members 
Mstep: Class 15 contains 30952 members 
Mstep: Class 16 contains 5372 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 19 contains 174247 members 
Mstep: Class 20 contains 48886 members 
Entering Unmasked Estep 
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Iteration 60F: 13 clusters Score -2.083184e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14826 members 
Mstep: Class 5 contains 9057 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 11 contains 30189 members 
Mstep: Class 13 contains 34193 members 
Mstep: Class 14 contains 58420 members 
Mstep: Class 15 contains 30928 members 
Mstep: Class 16 contains 5355 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 19 contains 174273 members 
Mstep: Class 20 contains 48881 members 
Entering Unmasked Estep 
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Iteration 61Q: 13 clusters Score -2.083186e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14812 members 
Mstep: Class 5 contains 9043 members 
Mstep: Class 7 contains 3948 members 
Mstep: Class 9 contains 4341 members 
Mstep: Class 11 contains 30187 members 
Mstep: Class 13 contains 34289 members 
Mstep: Class 14 contains 58419 members 
Mstep: Class 15 contains 30903 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 19 contains 174283 members 
Mstep: Class 20 contains 48878 members 
Entering Unmasked Estep 
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Iteration 62Q: 13 clusters Score -2.08319e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14799 members 
Mstep: Class 5 contains 9036 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 9 contains 4321 members 
Mstep: Class 11 contains 30184 members 
Mstep: Class 13 contains 34367 members 
Mstep: Class 14 contains 58416 members 
Mstep: Class 15 contains 30876 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 19 contains 174297 members 
Mstep: Class 20 contains 48871 members 
Entering Unmasked Estep 
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Iteration 63Q: 13 clusters Score -2.083191e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14789 members 
Mstep: Class 5 contains 9032 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 9 contains 4293 members 
Mstep: Class 11 contains 30183 members 
Mstep: Class 13 contains 34441 members 
Mstep: Class 14 contains 58409 members 
Mstep: Class 15 contains 30853 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 19 contains 174317 members 
Mstep: Class 20 contains 48864 members 
Entering Unmasked Estep 
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Iteration 64Q: 13 clusters Score -2.083194e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14779 members 
Mstep: Class 5 contains 9025 members 
Mstep: Class 7 contains 3895 members 
Mstep: Class 9 contains 4255 members 
Mstep: Class 11 contains 30181 members 
Mstep: Class 13 contains 34526 members 
Mstep: Class 14 contains 58402 members 
Mstep: Class 15 contains 30829 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 19 contains 174342 members 
Mstep: Class 20 contains 48861 members 
Entering Unmasked Estep 
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Iteration 65Q: 13 clusters Score -2.083197e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14768 members 
Mstep: Class 5 contains 9013 members 
Mstep: Class 7 contains 3873 members 
Mstep: Class 9 contains 4235 members 
Mstep: Class 11 contains 30179 members 
Mstep: Class 13 contains 34613 members 
Mstep: Class 14 contains 58397 members 
Mstep: Class 15 contains 30809 members 
Mstep: Class 16 contains 5348 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 19 contains 174348 members 
Mstep: Class 20 contains 48865 members 
Entering Unmasked Estep 
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Iteration 66Q: 13 clusters Score -2.0832e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14759 members 
Mstep: Class 5 contains 9007 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 11 contains 30176 members 
Mstep: Class 13 contains 34666 members 
Mstep: Class 14 contains 58394 members 
Mstep: Class 15 contains 30793 members 
Mstep: Class 16 contains 5349 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 19 contains 174374 members 
Mstep: Class 20 contains 48864 members 
Entering Unmasked Estep 
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Iteration 67Q: 13 clusters Score -2.083197e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14747 members 
Mstep: Class 5 contains 9000 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 9 contains 4190 members 
Mstep: Class 11 contains 30175 members 
Mstep: Class 13 contains 34729 members 
Mstep: Class 14 contains 58392 members 
Mstep: Class 15 contains 30780 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 19 contains 174389 members 
Mstep: Class 20 contains 48858 members 
Entering Unmasked Estep 
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Iteration 68Q: 13 clusters Score -2.083203e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14738 members 
Mstep: Class 5 contains 8990 members 
Mstep: Class 7 contains 3837 members 
Mstep: Class 9 contains 4178 members 
Mstep: Class 11 contains 30171 members 
Mstep: Class 13 contains 34785 members 
Mstep: Class 14 contains 58382 members 
Mstep: Class 15 contains 30778 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 19 contains 174391 members 
Mstep: Class 20 contains 48856 members 
Entering Unmasked Estep 
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Iteration 69Q: 13 clusters Score -2.083201e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 5 contains 8983 members 
Mstep: Class 7 contains 3826 members 
Mstep: Class 9 contains 4172 members 
Mstep: Class 11 contains 30171 members 
Mstep: Class 13 contains 34847 members 
Mstep: Class 14 contains 58375 members 
Mstep: Class 15 contains 30770 members 
Mstep: Class 16 contains 5334 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174384 members 
Mstep: Class 20 contains 48856 members 
Entering Unmasked Estep 
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Iteration 70Q: 13 clusters Score -2.083203e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 5 contains 8976 members 
Mstep: Class 7 contains 3813 members 
Mstep: Class 9 contains 4159 members 
Mstep: Class 11 contains 30173 members 
Mstep: Class 13 contains 34906 members 
Mstep: Class 14 contains 58369 members 
Mstep: Class 15 contains 30759 members 
Mstep: Class 16 contains 5332 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174380 members 
Mstep: Class 20 contains 48856 members 
Entering Unmasked Estep 
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Iteration 71Q: 13 clusters Score -2.083203e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 7 contains 3797 members 
Mstep: Class 9 contains 4143 members 
Mstep: Class 11 contains 30176 members 
Mstep: Class 13 contains 34981 members 
Mstep: Class 14 contains 58363 members 
Mstep: Class 15 contains 30752 members 
Mstep: Class 16 contains 5331 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 174366 members 
Mstep: Class 20 contains 48856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832026.000000 Penalty: 25233.794922
Iteration 72Q: 13 clusters Score -2.083203e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 5 contains 8959 members 
Mstep: Class 7 contains 3788 members 
Mstep: Class 9 contains 4127 members 
Mstep: Class 11 contains 30168 members 
Mstep: Class 13 contains 35042 members 
Mstep: Class 14 contains 58358 members 
Mstep: Class 15 contains 30744 members 
Mstep: Class 16 contains 5335 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 174361 members 
Mstep: Class 20 contains 48857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832064.000000 Penalty: 25233.794922
Iteration 73Q: 13 clusters Score -2.083206e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 9 contains 4115 members 
Mstep: Class 11 contains 30166 members 
Mstep: Class 13 contains 35097 members 
Mstep: Class 14 contains 58357 members 
Mstep: Class 15 contains 30741 members 
Mstep: Class 16 contains 5332 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 174356 members 
Mstep: Class 20 contains 48856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832066.000000 Penalty: 25233.794922
Iteration 74Q: 13 clusters Score -2.083207e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14690 members 
Mstep: Class 5 contains 8952 members 
Mstep: Class 7 contains 3766 members 
Mstep: Class 9 contains 4102 members 
Mstep: Class 11 contains 30161 members 
Mstep: Class 13 contains 35149 members 
Mstep: Class 14 contains 58351 members 
Mstep: Class 15 contains 30737 members 
Mstep: Class 16 contains 5322 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 174352 members 
Mstep: Class 20 contains 48861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832066.000000 Penalty: 25233.794922
Iteration 75Q: 13 clusters Score -2.083207e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14683 members 
Mstep: Class 5 contains 8948 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 9 contains 4094 members 
Mstep: Class 11 contains 30154 members 
Mstep: Class 13 contains 35200 members 
Mstep: Class 14 contains 58341 members 
Mstep: Class 15 contains 30733 members 
Mstep: Class 16 contains 5317 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 174352 members 
Mstep: Class 20 contains 48857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832082.000000 Penalty: 25233.794922
Iteration 76Q: 13 clusters Score -2.083208e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 7 contains 3760 members 
Mstep: Class 9 contains 4087 members 
Mstep: Class 11 contains 30146 members 
Mstep: Class 13 contains 35253 members 
Mstep: Class 14 contains 58332 members 
Mstep: Class 15 contains 30731 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 174351 members 
Mstep: Class 20 contains 48854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832070.000000 Penalty: 25233.794922
Iteration 77Q: 13 clusters Score -2.083207e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 5 contains 8946 members 
Mstep: Class 7 contains 3754 members 
Mstep: Class 9 contains 4075 members 
Mstep: Class 11 contains 30136 members 
Mstep: Class 13 contains 35293 members 
Mstep: Class 14 contains 58330 members 
Mstep: Class 15 contains 30723 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 174365 members 
Mstep: Class 20 contains 48850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832086.000000 Penalty: 25233.794922
Iteration 78Q: 13 clusters Score -2.083209e+07 nChanged 117
Entering ConstructFrom: 
Score: -20832086.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (14661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Entering Unmasked Estep 
Score: -776394.875000 Penalty: 1558.853760
	Iteration 0F: 2 clusters Score -776394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -766235.375000 Penalty: 3117.707520
	Iteration 0F: 3 clusters Score -766235.4 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -769693.000000 Penalty: 3117.707520
	Iteration 1F: 3 clusters Score -769693 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -769916.437500 Penalty: 3117.707520
	Iteration 2Q: 3 clusters Score -769916.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -770112.250000 Penalty: 3117.707520
	Iteration 3Q: 3 clusters Score -770112.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -770307.750000 Penalty: 3117.707520
	Iteration 4Q: 3 clusters Score -770307.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -770519.375000 Penalty: 3117.707520
	Iteration 5Q: 3 clusters Score -770519.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -770779.687500 Penalty: 3117.707520
	Iteration 6Q: 3 clusters Score -770779.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -771103.937500 Penalty: 3117.707520
	Iteration 7Q: 3 clusters Score -771103.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -771502.187500 Penalty: 3117.707520
	Iteration 8Q: 3 clusters Score -771502.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -771970.062500 Penalty: 3117.707520
	Iteration 9F: 3 clusters Score -771970.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -772487.875000 Penalty: 3117.707520
	Iteration 10F: 3 clusters Score -772487.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -773007.125000 Penalty: 3117.707520
	Iteration 11F: 3 clusters Score -773007.1 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -773442.437500 Penalty: 3117.707520
	Iteration 12Q: 3 clusters Score -773442.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -773713.687500 Penalty: 3117.707520
	Iteration 13Q: 3 clusters Score -773713.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -773852.375000 Penalty: 3117.707520
	Iteration 14Q: 3 clusters Score -773852.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -773918.125000 Penalty: 3117.707520
	Iteration 15Q: 3 clusters Score -773918.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -773957.687500 Penalty: 3117.707520
	Iteration 16Q: 3 clusters Score -773957.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -773985.750000 Penalty: 3117.707520
	Iteration 17Q: 3 clusters Score -773985.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -774009.437500 Penalty: 3117.707520
	Iteration 18Q: 3 clusters Score -774009.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -774035.000000 Penalty: 3117.707520
	Iteration 19Q: 3 clusters Score -774035 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -774055.562500 Penalty: 3117.707520
	Iteration 20F: 3 clusters Score -774055.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -774067.500000 Penalty: 3117.707520
	Iteration 21Q: 3 clusters Score -774067.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -774080.250000 Penalty: 3117.707520
	Iteration 22Q: 3 clusters Score -774080.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -774087.687500 Penalty: 3117.707520
	Iteration 23Q: 3 clusters Score -774087.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -774097.437500 Penalty: 3117.707520
	Iteration 24Q: 3 clusters Score -774097.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -774104.562500 Penalty: 3117.707520
	Iteration 25Q: 3 clusters Score -774104.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -774108.937500 Penalty: 3117.707520
	Iteration 26Q: 3 clusters Score -774108.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -774115.250000 Penalty: 3117.707520
	Iteration 27Q: 3 clusters Score -774115.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -774124.000000 Penalty: 3117.707520
	Iteration 28Q: 3 clusters Score -774124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -774131.562500 Penalty: 3117.707520
	Iteration 29Q: 3 clusters Score -774131.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -774133.750000 Penalty: 3117.707520
	Iteration 30Q: 3 clusters Score -774133.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -774136.312500 Penalty: 3117.707520
	Iteration 31Q: 3 clusters Score -774136.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -774139.000000 Penalty: 3117.707520
	Iteration 32Q: 3 clusters Score -774139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -774141.500000 Penalty: 3117.707520
	Iteration 33Q: 3 clusters Score -774141.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -774144.875000 Penalty: 3117.707520
	Iteration 34Q: 3 clusters Score -774144.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -774149.250000 Penalty: 3117.707520
	Iteration 35Q: 3 clusters Score -774149.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -774152.062500 Penalty: 3117.707520
	Iteration 36Q: 3 clusters Score -774152.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -774157.687500 Penalty: 3117.707520
	Iteration 37Q: 3 clusters Score -774157.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -774161.125000 Penalty: 3117.707520
	Iteration 38Q: 3 clusters Score -774161.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -774166.250000 Penalty: 3117.707520
	Iteration 39Q: 3 clusters Score -774166.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -774169.562500 Penalty: 3117.707520
	Iteration 40F: 3 clusters Score -774169.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -774174.937500 Penalty: 3117.707520
	Iteration 41Q: 3 clusters Score -774174.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -774178.625000 Penalty: 3117.707520
	Iteration 42Q: 3 clusters Score -774178.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -774180.062500 Penalty: 3117.707520
	Iteration 43Q: 3 clusters Score -774180.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -774181.250000 Penalty: 3117.707520
	Iteration 44Q: 3 clusters Score -774181.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -774182.812500 Penalty: 3117.707520
	Iteration 45Q: 3 clusters Score -774182.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -774181.750000 Penalty: 3117.707520
	Iteration 46Q: 3 clusters Score -774181.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -774182.687500 Penalty: 3117.707520
	Iteration 47Q: 3 clusters Score -774182.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -774186.312500 Penalty: 3117.707520
	Iteration 48Q: 3 clusters Score -774186.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -774185.875000 Penalty: 3117.707520
	Iteration 49Q: 3 clusters Score -774185.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -774185.937500 Penalty: 3117.707520
	Iteration 50Q: 3 clusters Score -774185.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -774187.000000 Penalty: 3117.707520
	Iteration 51Q: 3 clusters Score -774187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -774189.500000 Penalty: 3117.707520
	Iteration 52Q: 3 clusters Score -774189.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -774190.562500 Penalty: 3117.707520
	Iteration 53Q: 3 clusters Score -774190.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -774191.000000 Penalty: 3117.707520
	Iteration 54Q: 3 clusters Score -774191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -774194.125000 Penalty: 3117.707520
	Iteration 55Q: 3 clusters Score -774194.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -774193.875000 Penalty: 3117.707520
	Iteration 56Q: 3 clusters Score -774193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -774195.500000 Penalty: 3117.707520
	Iteration 57Q: 3 clusters Score -774195.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -774197.875000 Penalty: 3117.707520
	Iteration 58Q: 3 clusters Score -774197.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -774200.437500 Penalty: 3117.707520
	Iteration 59Q: 3 clusters Score -774200.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -774201.000000 Penalty: 3117.707520
	Iteration 60F: 3 clusters Score -774201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -774201.625000 Penalty: 3117.707520
	Iteration 61Q: 3 clusters Score -774201.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -774200.750000 Penalty: 3117.707520
	Iteration 62Q: 3 clusters Score -774200.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -774202.375000 Penalty: 3117.707520
	Iteration 63Q: 3 clusters Score -774202.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -774202.375000 Penalty: 3117.707520
	Iteration 64Q: 3 clusters Score -774202.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -774203.625000 Penalty: 3117.707520
	Iteration 65Q: 3 clusters Score -774203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -774205.000000 Penalty: 3117.707520
	Iteration 66Q: 3 clusters Score -774205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -774206.812500 Penalty: 3117.707520
	Iteration 67Q: 3 clusters Score -774206.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -774209.500000 Penalty: 3117.707520
	Iteration 68Q: 3 clusters Score -774209.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -774209.187500 Penalty: 3117.707520
	Iteration 69Q: 3 clusters Score -774209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -774208.375000 Penalty: 3117.707520
	Iteration 70Q: 3 clusters Score -774208.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -774208.937500 Penalty: 3117.707520
	Iteration 71Q: 3 clusters Score -774208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -774209.500000 Penalty: 3117.707520
	Iteration 72Q: 3 clusters Score -774209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -774209.625000 Penalty: 3117.707520
	Iteration 73Q: 3 clusters Score -774209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -774208.562500 Penalty: 3117.707520
	Iteration 74Q: 3 clusters Score -774208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -774208.937500 Penalty: 3117.707520
	Iteration 75Q: 3 clusters Score -774208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -774209.562500 Penalty: 3117.707520
	Iteration 76Q: 3 clusters Score -774209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -774211.187500 Penalty: 3117.707520
	Iteration 77Q: 3 clusters Score -774211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -774211.187500 Penalty: 3117.707520
	Iteration 78F: 3 clusters Score -774211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Entering Unmasked Estep 
Score: -432632.937500 Penalty: 1478.617554
	Iteration 0F: 2 clusters Score -432632.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -426181.156250 Penalty: 2957.235107
	Iteration 0F: 3 clusters Score -426181.2 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -428402.437500 Penalty: 2957.235107
	Iteration 1F: 3 clusters Score -428402.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -429134.000000 Penalty: 2957.235107
	Iteration 2F: 3 clusters Score -429134 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -430000.656250 Penalty: 2957.235107
	Iteration 3F: 3 clusters Score -430000.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -430796.906250 Penalty: 2957.235107
	Iteration 4F: 3 clusters Score -430796.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -431426.156250 Penalty: 2957.235107
	Iteration 5F: 3 clusters Score -431426.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -431825.937500 Penalty: 2957.235107
	Iteration 6F: 3 clusters Score -431825.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -431995.093750 Penalty: 2957.235107
	Iteration 7Q: 3 clusters Score -431995.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -432069.437500 Penalty: 2957.235107
	Iteration 8Q: 3 clusters Score -432069.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -432109.406250 Penalty: 2957.235107
	Iteration 9Q: 3 clusters Score -432109.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -432132.187500 Penalty: 2957.235107
	Iteration 10Q: 3 clusters Score -432132.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -432143.593750 Penalty: 2957.235107
	Iteration 11Q: 3 clusters Score -432143.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -432154.250000 Penalty: 2957.235107
	Iteration 12Q: 3 clusters Score -432154.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -432165.125000 Penalty: 2957.235107
	Iteration 13Q: 3 clusters Score -432165.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -432171.656250 Penalty: 2957.235107
	Iteration 14Q: 3 clusters Score -432171.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -432177.750000 Penalty: 2957.235107
	Iteration 15Q: 3 clusters Score -432177.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -432181.406250 Penalty: 2957.235107
	Iteration 16Q: 3 clusters Score -432181.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -432184.375000 Penalty: 2957.235107
	Iteration 17Q: 3 clusters Score -432184.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -432187.562500 Penalty: 2957.235107
	Iteration 18Q: 3 clusters Score -432187.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -432190.250000 Penalty: 2957.235107
	Iteration 19Q: 3 clusters Score -432190.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -432194.343750 Penalty: 2957.235107
	Iteration 20F: 3 clusters Score -432194.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -432198.093750 Penalty: 2957.235107
	Iteration 21Q: 3 clusters Score -432198.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -432204.312500 Penalty: 2957.235107
	Iteration 22Q: 3 clusters Score -432204.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -432211.093750 Penalty: 2957.235107
	Iteration 23Q: 3 clusters Score -432211.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -432222.406250 Penalty: 2957.235107
	Iteration 24Q: 3 clusters Score -432222.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -432228.218750 Penalty: 2957.235107
	Iteration 25Q: 3 clusters Score -432228.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -432232.375000 Penalty: 2957.235107
	Iteration 26Q: 3 clusters Score -432232.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -432239.718750 Penalty: 2957.235107
	Iteration 27Q: 3 clusters Score -432239.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -432245.718750 Penalty: 2957.235107
	Iteration 28Q: 3 clusters Score -432245.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -432252.343750 Penalty: 2957.235107
	Iteration 29Q: 3 clusters Score -432252.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -432260.531250 Penalty: 2957.235107
	Iteration 30Q: 3 clusters Score -432260.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -432269.937500 Penalty: 2957.235107
	Iteration 31Q: 3 clusters Score -432269.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -432293.375000 Penalty: 2957.235107
	Iteration 32Q: 3 clusters Score -432293.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -432329.031250 Penalty: 2957.235107
	Iteration 33Q: 3 clusters Score -432329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -432371.156250 Penalty: 2957.235107
	Iteration 34Q: 3 clusters Score -432371.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -432404.562500 Penalty: 2957.235107
	Iteration 35Q: 3 clusters Score -432404.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -432424.406250 Penalty: 2957.235107
	Iteration 36Q: 3 clusters Score -432424.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -432437.093750 Penalty: 2957.235107
	Iteration 37Q: 3 clusters Score -432437.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -432443.468750 Penalty: 2957.235107
	Iteration 38Q: 3 clusters Score -432443.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -432447.937500 Penalty: 2957.235107
	Iteration 39Q: 3 clusters Score -432447.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -432449.125000 Penalty: 2957.235107
	Iteration 40F: 3 clusters Score -432449.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -432451.281250 Penalty: 2957.235107
	Iteration 41Q: 3 clusters Score -432451.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -432455.093750 Penalty: 2957.235107
	Iteration 42Q: 3 clusters Score -432455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -432457.281250 Penalty: 2957.235107
	Iteration 43Q: 3 clusters Score -432457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -432457.312500 Penalty: 2957.235107
	Iteration 44Q: 3 clusters Score -432457.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -432457.312500 Penalty: 2957.235107
	Iteration 45F: 3 clusters Score -432457.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -201287.093750 Penalty: 1337.122192
	Iteration 0F: 2 clusters Score -201287.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -198121.656250 Penalty: 2674.244385
	Iteration 0F: 3 clusters Score -198121.7 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -198889.828125 Penalty: 2674.244385
	Iteration 1F: 3 clusters Score -198889.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -199061.593750 Penalty: 2674.244385
	Iteration 2F: 3 clusters Score -199061.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -199167.187500 Penalty: 2674.244385
	Iteration 3F: 3 clusters Score -199167.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -199232.609375 Penalty: 2674.244385
	Iteration 4Q: 3 clusters Score -199232.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -199292.406250 Penalty: 2674.244385
	Iteration 5Q: 3 clusters Score -199292.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -199344.156250 Penalty: 2674.244385
	Iteration 6Q: 3 clusters Score -199344.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -199391.390625 Penalty: 2674.244385
	Iteration 7Q: 3 clusters Score -199391.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -199428.546875 Penalty: 2674.244385
	Iteration 8Q: 3 clusters Score -199428.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -199465.875000 Penalty: 2674.244385
	Iteration 9Q: 3 clusters Score -199465.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -199502.640625 Penalty: 2674.244385
	Iteration 10Q: 3 clusters Score -199502.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -199548.125000 Penalty: 2674.244385
	Iteration 11Q: 3 clusters Score -199548.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -199594.171875 Penalty: 2674.244385
	Iteration 12Q: 3 clusters Score -199594.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -199649.859375 Penalty: 2674.244385
	Iteration 13Q: 3 clusters Score -199649.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -199695.125000 Penalty: 2674.244385
	Iteration 14Q: 3 clusters Score -199695.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -199748.765625 Penalty: 2674.244385
	Iteration 15Q: 3 clusters Score -199748.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -199795.187500 Penalty: 2674.244385
	Iteration 16Q: 3 clusters Score -199795.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -199854.531250 Penalty: 2674.244385
	Iteration 17Q: 3 clusters Score -199854.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -199906.281250 Penalty: 2674.244385
	Iteration 18Q: 3 clusters Score -199906.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -199950.890625 Penalty: 2674.244385
	Iteration 19Q: 3 clusters Score -199950.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -199984.343750 Penalty: 2674.244385
	Iteration 20F: 3 clusters Score -199984.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -200016.250000 Penalty: 2674.244385
	Iteration 21Q: 3 clusters Score -200016.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -200031.812500 Penalty: 2674.244385
	Iteration 22Q: 3 clusters Score -200031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -200036.343750 Penalty: 2674.244385
	Iteration 23Q: 3 clusters Score -200036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -200043.171875 Penalty: 2674.244385
	Iteration 24Q: 3 clusters Score -200043.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -200053.218750 Penalty: 2674.244385
	Iteration 25Q: 3 clusters Score -200053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -200059.453125 Penalty: 2674.244385
	Iteration 26Q: 3 clusters Score -200059.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -200066.015625 Penalty: 2674.244385
	Iteration 27Q: 3 clusters Score -200066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -200071.734375 Penalty: 2674.244385
	Iteration 28Q: 3 clusters Score -200071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -200078.125000 Penalty: 2674.244385
	Iteration 29Q: 3 clusters Score -200078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -200080.281250 Penalty: 2674.244385
	Iteration 30Q: 3 clusters Score -200080.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -200081.687500 Penalty: 2674.244385
	Iteration 31Q: 3 clusters Score -200081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -200083.250000 Penalty: 2674.244385
	Iteration 32Q: 3 clusters Score -200083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -200085.328125 Penalty: 2674.244385
	Iteration 33Q: 3 clusters Score -200085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -200087.062500 Penalty: 2674.244385
	Iteration 34Q: 3 clusters Score -200087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -200090.968750 Penalty: 2674.244385
	Iteration 35Q: 3 clusters Score -200091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -200095.031250 Penalty: 2674.244385
	Iteration 36Q: 3 clusters Score -200095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -200098.812500 Penalty: 2674.244385
	Iteration 37Q: 3 clusters Score -200098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -200100.859375 Penalty: 2674.244385
	Iteration 38Q: 3 clusters Score -200100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -200101.375000 Penalty: 2674.244385
	Iteration 39Q: 3 clusters Score -200101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -200101.375000 Penalty: 2674.244385
	Iteration 40F: 3 clusters Score -200101.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -216614.609375 Penalty: 1350.282593
	Iteration 0F: 2 clusters Score -216614.6 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 2014 members 
Entering Unmasked Estep 
Score: -213219.578125 Penalty: 2700.565186
	Iteration 0F: 3 clusters Score -213219.6 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -214072.750000 Penalty: 2700.565186
	Iteration 1F: 3 clusters Score -214072.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -214239.421875 Penalty: 2700.565186
	Iteration 2F: 3 clusters Score -214239.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -214357.937500 Penalty: 2700.565186
	Iteration 3F: 3 clusters Score -214357.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -214441.218750 Penalty: 2700.565186
	Iteration 4Q: 3 clusters Score -214441.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -214497.734375 Penalty: 2700.565186
	Iteration 5Q: 3 clusters Score -214497.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -214538.593750 Penalty: 2700.565186
	Iteration 6Q: 3 clusters Score -214538.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -214565.109375 Penalty: 2700.565186
	Iteration 7Q: 3 clusters Score -214565.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -214588.640625 Penalty: 2700.565186
	Iteration 8Q: 3 clusters Score -214588.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -214614.609375 Penalty: 2700.565186
	Iteration 9Q: 3 clusters Score -214614.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -214641.390625 Penalty: 2700.565186
	Iteration 10Q: 3 clusters Score -214641.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -214664.312500 Penalty: 2700.565186
	Iteration 11Q: 3 clusters Score -214664.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -214682.218750 Penalty: 2700.565186
	Iteration 12Q: 3 clusters Score -214682.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -214697.406250 Penalty: 2700.565186
	Iteration 13Q: 3 clusters Score -214697.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -214715.203125 Penalty: 2700.565186
	Iteration 14Q: 3 clusters Score -214715.2 nChanged 47
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: -214737.937500 Penalty: 2700.565186
	Iteration 15Q: 3 clusters Score -214737.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -214762.984375 Penalty: 2700.565186
	Iteration 16Q: 3 clusters Score -214763 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -214796.843750 Penalty: 2700.565186
	Iteration 17Q: 3 clusters Score -214796.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -214833.703125 Penalty: 2700.565186
	Iteration 18Q: 3 clusters Score -214833.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -214870.000000 Penalty: 2700.565186
	Iteration 19Q: 3 clusters Score -214870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -214907.781250 Penalty: 2700.565186
	Iteration 20F: 3 clusters Score -214907.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -214947.843750 Penalty: 2700.565186
	Iteration 21Q: 3 clusters Score -214947.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -214990.937500 Penalty: 2700.565186
	Iteration 22Q: 3 clusters Score -214990.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -215046.312500 Penalty: 2700.565186
	Iteration 23Q: 3 clusters Score -215046.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -215097.093750 Penalty: 2700.565186
	Iteration 24Q: 3 clusters Score -215097.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -215141.218750 Penalty: 2700.565186
	Iteration 25Q: 3 clusters Score -215141.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -215178.609375 Penalty: 2700.565186
	Iteration 26Q: 3 clusters Score -215178.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -215208.921875 Penalty: 2700.565186
	Iteration 27Q: 3 clusters Score -215208.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -215242.812500 Penalty: 2700.565186
	Iteration 28Q: 3 clusters Score -215242.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -215268.812500 Penalty: 2700.565186
	Iteration 29Q: 3 clusters Score -215268.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -215291.109375 Penalty: 2700.565186
	Iteration 30Q: 3 clusters Score -215291.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -215311.328125 Penalty: 2700.565186
	Iteration 31Q: 3 clusters Score -215311.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -215323.234375 Penalty: 2700.565186
	Iteration 32Q: 3 clusters Score -215323.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -215330.906250 Penalty: 2700.565186
	Iteration 33Q: 3 clusters Score -215330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -215334.906250 Penalty: 2700.565186
	Iteration 34Q: 3 clusters Score -215334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -215338.671875 Penalty: 2700.565186
	Iteration 35Q: 3 clusters Score -215338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -215342.171875 Penalty: 2700.565186
	Iteration 36Q: 3 clusters Score -215342.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -215348.671875 Penalty: 2700.565186
	Iteration 37Q: 3 clusters Score -215348.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -215352.656250 Penalty: 2700.565186
	Iteration 38Q: 3 clusters Score -215352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -215357.765625 Penalty: 2700.565186
	Iteration 39Q: 3 clusters Score -215357.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -215360.859375 Penalty: 2700.565186
	Iteration 40F: 3 clusters Score -215360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -215367.062500 Penalty: 2700.565186
	Iteration 41Q: 3 clusters Score -215367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -215371.000000 Penalty: 2700.565186
	Iteration 42Q: 3 clusters Score -215371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -215373.171875 Penalty: 2700.565186
	Iteration 43Q: 3 clusters Score -215373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -215375.078125 Penalty: 2700.565186
	Iteration 44Q: 3 clusters Score -215375.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -215381.312500 Penalty: 2700.565186
	Iteration 45Q: 3 clusters Score -215381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -215384.437500 Penalty: 2700.565186
	Iteration 46Q: 3 clusters Score -215384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -215385.781250 Penalty: 2700.565186
	Iteration 47Q: 3 clusters Score -215385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -215385.687500 Penalty: 2700.565186
	Iteration 48Q: 3 clusters Score -215385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -215386.250000 Penalty: 2700.565186
	Iteration 49Q: 3 clusters Score -215386.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -215386.250000 Penalty: 2700.565186
	Iteration 50F: 3 clusters Score -215386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Entering Unmasked Estep 
Score: -1584994.375000 Penalty: 1675.923706
	Iteration 0F: 2 clusters Score -1584994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1564695.125000 Penalty: 3351.847412
	Iteration 0F: 3 clusters Score -1564695 nChanged 13806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1572314.250000 Penalty: 3351.847412
	Iteration 1F: 3 clusters Score -1572314 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1572730.625000 Penalty: 3351.847412
	Iteration 2Q: 3 clusters Score -1572731 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1573145.500000 Penalty: 3351.847412
	Iteration 3Q: 3 clusters Score -1573146 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1573601.375000 Penalty: 3351.847412
	Iteration 4Q: 3 clusters Score -1573601 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1574163.750000 Penalty: 3351.847412
	Iteration 5Q: 3 clusters Score -1574164 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1574909.375000 Penalty: 3351.847412
	Iteration 6Q: 3 clusters Score -1574909 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1575957.750000 Penalty: 3351.847412
	Iteration 7F: 3 clusters Score -1575958 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1577378.125000 Penalty: 3351.847412
	Iteration 8F: 3 clusters Score -1577378 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1578889.875000 Penalty: 3351.847412
	Iteration 9F: 3 clusters Score -1578890 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1579911.125000 Penalty: 3351.847412
	Iteration 10F: 3 clusters Score -1579911 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1580337.375000 Penalty: 3351.847412
	Iteration 11Q: 3 clusters Score -1580337 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1580513.000000 Penalty: 3351.847412
	Iteration 12Q: 3 clusters Score -1580513 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1580610.125000 Penalty: 3351.847412
	Iteration 13Q: 3 clusters Score -1580610 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1580681.500000 Penalty: 3351.847412
	Iteration 14Q: 3 clusters Score -1580682 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1580756.625000 Penalty: 3351.847412
	Iteration 15Q: 3 clusters Score -1580757 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1580819.125000 Penalty: 3351.847412
	Iteration 16Q: 3 clusters Score -1580819 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1580884.250000 Penalty: 3351.847412
	Iteration 17Q: 3 clusters Score -1580884 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1580947.500000 Penalty: 3351.847412
	Iteration 18Q: 3 clusters Score -1580948 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1581004.625000 Penalty: 3351.847412
	Iteration 19Q: 3 clusters Score -1581005 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1581059.500000 Penalty: 3351.847412
	Iteration 20F: 3 clusters Score -1581060 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1581118.500000 Penalty: 3351.847412
	Iteration 21Q: 3 clusters Score -1581118 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1581175.625000 Penalty: 3351.847412
	Iteration 22Q: 3 clusters Score -1581176 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1581231.125000 Penalty: 3351.847412
	Iteration 23Q: 3 clusters Score -1581231 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1581299.125000 Penalty: 3351.847412
	Iteration 24Q: 3 clusters Score -1581299 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1581356.000000 Penalty: 3351.847412
	Iteration 25Q: 3 clusters Score -1581356 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1581414.125000 Penalty: 3351.847412
	Iteration 26Q: 3 clusters Score -1581414 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1581505.375000 Penalty: 3351.847412
	Iteration 27Q: 3 clusters Score -1581505 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1581575.750000 Penalty: 3351.847412
	Iteration 28Q: 3 clusters Score -1581576 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1581645.000000 Penalty: 3351.847412
	Iteration 29Q: 3 clusters Score -1581645 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1581702.875000 Penalty: 3351.847412
	Iteration 30Q: 3 clusters Score -1581703 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1581765.250000 Penalty: 3351.847412
	Iteration 31Q: 3 clusters Score -1581765 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1581823.500000 Penalty: 3351.847412
	Iteration 32Q: 3 clusters Score -1581824 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1581876.875000 Penalty: 3351.847412
	Iteration 33Q: 3 clusters Score -1581877 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1581938.125000 Penalty: 3351.847412
	Iteration 34Q: 3 clusters Score -1581938 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1581996.000000 Penalty: 3351.847412
	Iteration 35Q: 3 clusters Score -1581996 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1582048.250000 Penalty: 3351.847412
	Iteration 36Q: 3 clusters Score -1582048 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1582109.125000 Penalty: 3351.847412
	Iteration 37Q: 3 clusters Score -1582109 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1582166.000000 Penalty: 3351.847412
	Iteration 38Q: 3 clusters Score -1582166 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1582233.875000 Penalty: 3351.847412
	Iteration 39Q: 3 clusters Score -1582234 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1582305.250000 Penalty: 3351.847412
	Iteration 40F: 3 clusters Score -1582305 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1582365.500000 Penalty: 3351.847412
	Iteration 41Q: 3 clusters Score -1582366 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1582431.125000 Penalty: 3351.847412
	Iteration 42Q: 3 clusters Score -1582431 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1582495.375000 Penalty: 3351.847412
	Iteration 43Q: 3 clusters Score -1582495 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1582547.000000 Penalty: 3351.847412
	Iteration 44Q: 3 clusters Score -1582547 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1582594.250000 Penalty: 3351.847412
	Iteration 45Q: 3 clusters Score -1582594 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1582659.875000 Penalty: 3351.847412
	Iteration 46Q: 3 clusters Score -1582660 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1582725.500000 Penalty: 3351.847412
	Iteration 47Q: 3 clusters Score -1582726 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1582784.500000 Penalty: 3351.847412
	Iteration 48Q: 3 clusters Score -1582784 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1582840.375000 Penalty: 3351.847412
	Iteration 49Q: 3 clusters Score -1582840 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1582892.125000 Penalty: 3351.847412
	Iteration 50Q: 3 clusters Score -1582892 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1582948.500000 Penalty: 3351.847412
	Iteration 51Q: 3 clusters Score -1582948 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1583007.125000 Penalty: 3351.847412
	Iteration 52Q: 3 clusters Score -1583007 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1583068.625000 Penalty: 3351.847412
	Iteration 53Q: 3 clusters Score -1583069 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1583124.375000 Penalty: 3351.847412
	Iteration 54Q: 3 clusters Score -1583124 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1583166.125000 Penalty: 3351.847412
	Iteration 55Q: 3 clusters Score -1583166 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1583209.875000 Penalty: 3351.847412
	Iteration 56Q: 3 clusters Score -1583210 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1583241.250000 Penalty: 3351.847412
	Iteration 57Q: 3 clusters Score -1583241 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1583265.125000 Penalty: 3351.847412
	Iteration 58Q: 3 clusters Score -1583265 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1583293.125000 Penalty: 3351.847412
	Iteration 59Q: 3 clusters Score -1583293 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1583325.500000 Penalty: 3351.847412
	Iteration 60F: 3 clusters Score -1583326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1583355.625000 Penalty: 3351.847412
	Iteration 61Q: 3 clusters Score -1583356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1583388.875000 Penalty: 3351.847412
	Iteration 62Q: 3 clusters Score -1583389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1583410.125000 Penalty: 3351.847412
	Iteration 63Q: 3 clusters Score -1583410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1583430.625000 Penalty: 3351.847412
	Iteration 64Q: 3 clusters Score -1583431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1583441.750000 Penalty: 3351.847412
	Iteration 65Q: 3 clusters Score -1583442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1583456.125000 Penalty: 3351.847412
	Iteration 66Q: 3 clusters Score -1583456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1583469.250000 Penalty: 3351.847412
	Iteration 67Q: 3 clusters Score -1583469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1583481.625000 Penalty: 3351.847412
	Iteration 68Q: 3 clusters Score -1583482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1583497.500000 Penalty: 3351.847412
	Iteration 69Q: 3 clusters Score -1583498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1583506.875000 Penalty: 3351.847412
	Iteration 70Q: 3 clusters Score -1583507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1583517.250000 Penalty: 3351.847412
	Iteration 71Q: 3 clusters Score -1583517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1583525.125000 Penalty: 3351.847412
	Iteration 72Q: 3 clusters Score -1583525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1583528.250000 Penalty: 3351.847412
	Iteration 73Q: 3 clusters Score -1583528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1583532.125000 Penalty: 3351.847412
	Iteration 74Q: 3 clusters Score -1583532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1583535.250000 Penalty: 3351.847412
	Iteration 75Q: 3 clusters Score -1583535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1583537.375000 Penalty: 3351.847412
	Iteration 76Q: 3 clusters Score -1583537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1583540.000000 Penalty: 3351.847412
	Iteration 77Q: 3 clusters Score -1583540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1583545.000000 Penalty: 3351.847412
	Iteration 78Q: 3 clusters Score -1583545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1583547.250000 Penalty: 3351.847412
	Iteration 79Q: 3 clusters Score -1583547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1583555.750000 Penalty: 3351.847412
	Iteration 80F: 3 clusters Score -1583556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1583561.000000 Penalty: 3351.847412
	Iteration 81Q: 3 clusters Score -1583561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1583561.750000 Penalty: 3351.847412
	Iteration 82Q: 3 clusters Score -1583562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1583565.375000 Penalty: 3351.847412
	Iteration 83Q: 3 clusters Score -1583565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1583569.125000 Penalty: 3351.847412
	Iteration 84Q: 3 clusters Score -1583569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1583571.250000 Penalty: 3351.847412
	Iteration 85Q: 3 clusters Score -1583571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1583577.125000 Penalty: 3351.847412
	Iteration 86Q: 3 clusters Score -1583577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1583579.375000 Penalty: 3351.847412
	Iteration 87Q: 3 clusters Score -1583579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1583581.500000 Penalty: 3351.847412
	Iteration 88Q: 3 clusters Score -1583582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1583580.250000 Penalty: 3351.847412
	Iteration 89Q: 3 clusters Score -1583580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1583583.125000 Penalty: 3351.847412
	Iteration 90Q: 3 clusters Score -1583583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1583584.250000 Penalty: 3351.847412
	Iteration 91Q: 3 clusters Score -1583584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1583584.625000 Penalty: 3351.847412
	Iteration 92Q: 3 clusters Score -1583585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1583585.875000 Penalty: 3351.847412
	Iteration 93Q: 3 clusters Score -1583586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1583590.375000 Penalty: 3351.847412
	Iteration 94Q: 3 clusters Score -1583590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1583593.500000 Penalty: 3351.847412
	Iteration 95Q: 3 clusters Score -1583594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1583595.500000 Penalty: 3351.847412
	Iteration 96Q: 3 clusters Score -1583596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1583599.000000 Penalty: 3351.847412
	Iteration 97Q: 3 clusters Score -1583599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1583601.250000 Penalty: 3351.847412
	Iteration 98Q: 3 clusters Score -1583601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1583599.500000 Penalty: 3351.847412
	Iteration 99Q: 3 clusters Score -1583600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1583600.625000 Penalty: 3351.847412
	Iteration 100F: 3 clusters Score -1583601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1583602.125000 Penalty: 3351.847412
	Iteration 101Q: 3 clusters Score -1583602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1583605.750000 Penalty: 3351.847412
	Iteration 102Q: 3 clusters Score -1583606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1583605.750000 Penalty: 3351.847412
	Iteration 103F: 3 clusters Score -1583606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Entering Unmasked Estep 
Score: -1833020.250000 Penalty: 1701.788452
	Iteration 0F: 2 clusters Score -1833020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -1809461.125000 Penalty: 3403.576904
	Iteration 0F: 3 clusters Score -1809461 nChanged 16339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1818493.000000 Penalty: 3403.576904
	Iteration 1F: 3 clusters Score -1818493 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -1819106.250000 Penalty: 3403.576904
	Iteration 2Q: 3 clusters Score -1819106 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -1819983.250000 Penalty: 3403.576904
	Iteration 3F: 3 clusters Score -1819983 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -1821421.125000 Penalty: 3403.576904
	Iteration 4F: 3 clusters Score -1821421 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -1823590.750000 Penalty: 3403.576904
	Iteration 5F: 3 clusters Score -1823591 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -1826152.000000 Penalty: 3403.576904
	Iteration 6F: 3 clusters Score -1826152 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -1828583.375000 Penalty: 3403.576904
	Iteration 7F: 3 clusters Score -1828583 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -1830501.750000 Penalty: 3403.576904
	Iteration 8Q: 3 clusters Score -1830502 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -1831476.250000 Penalty: 3403.576904
	Iteration 9Q: 3 clusters Score -1831476 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -1831854.000000 Penalty: 3403.576904
	Iteration 10Q: 3 clusters Score -1831854 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -1831990.125000 Penalty: 3403.576904
	Iteration 11Q: 3 clusters Score -1831990 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -1832048.250000 Penalty: 3403.576904
	Iteration 12Q: 3 clusters Score -1832048 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -1832072.625000 Penalty: 3403.576904
	Iteration 13Q: 3 clusters Score -1832073 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -1832088.625000 Penalty: 3403.576904
	Iteration 14Q: 3 clusters Score -1832089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -1832095.125000 Penalty: 3403.576904
	Iteration 15Q: 3 clusters Score -1832095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -1832100.000000 Penalty: 3403.576904
	Iteration 16Q: 3 clusters Score -1832100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -1832102.375000 Penalty: 3403.576904
	Iteration 17Q: 3 clusters Score -1832102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -1832107.625000 Penalty: 3403.576904
	Iteration 18Q: 3 clusters Score -1832108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -1832108.000000 Penalty: 3403.576904
	Iteration 19Q: 3 clusters Score -1832108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -1832108.750000 Penalty: 3403.576904
	Iteration 20F: 3 clusters Score -1832109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -1832112.125000 Penalty: 3403.576904
	Iteration 21Q: 3 clusters Score -1832112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -1832118.875000 Penalty: 3403.576904
	Iteration 22Q: 3 clusters Score -1832119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -1832123.250000 Penalty: 3403.576904
	Iteration 23Q: 3 clusters Score -1832123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -1832126.625000 Penalty: 3403.576904
	Iteration 24Q: 3 clusters Score -1832127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -1832131.250000 Penalty: 3403.576904
	Iteration 25Q: 3 clusters Score -1832131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -1832133.125000 Penalty: 3403.576904
	Iteration 26Q: 3 clusters Score -1832133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -1832135.625000 Penalty: 3403.576904
	Iteration 27Q: 3 clusters Score -1832136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -1832140.250000 Penalty: 3403.576904
	Iteration 28Q: 3 clusters Score -1832140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -1832142.500000 Penalty: 3403.576904
	Iteration 29Q: 3 clusters Score -1832142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -1832139.125000 Penalty: 3403.576904
	Iteration 30Q: 3 clusters Score -1832139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -1832142.125000 Penalty: 3403.576904
	Iteration 31Q: 3 clusters Score -1832142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -1832149.250000 Penalty: 3403.576904
	Iteration 32Q: 3 clusters Score -1832149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -1832149.375000 Penalty: 3403.576904
	Iteration 33Q: 3 clusters Score -1832149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -1832147.750000 Penalty: 3403.576904
	Iteration 34Q: 3 clusters Score -1832148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -1832147.875000 Penalty: 3403.576904
	Iteration 35Q: 3 clusters Score -1832148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -1832145.625000 Penalty: 3403.576904
	Iteration 36Q: 3 clusters Score -1832146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -1832144.750000 Penalty: 3403.576904
	Iteration 37Q: 3 clusters Score -1832145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -1832145.375000 Penalty: 3403.576904
	Iteration 38Q: 3 clusters Score -1832145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -1832145.750000 Penalty: 3403.576904
	Iteration 39Q: 3 clusters Score -1832146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -1832147.250000 Penalty: 3403.576904
	Iteration 40F: 3 clusters Score -1832147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -1832146.375000 Penalty: 3403.576904
	Iteration 41Q: 3 clusters Score -1832146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -1832147.000000 Penalty: 3403.576904
	Iteration 42Q: 3 clusters Score -1832147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -1832147.625000 Penalty: 3403.576904
	Iteration 43Q: 3 clusters Score -1832148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -1832146.875000 Penalty: 3403.576904
	Iteration 44Q: 3 clusters Score -1832147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -1832146.875000 Penalty: 3403.576904
	Iteration 45F: 3 clusters Score -1832147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Entering Unmasked Estep 
Score: -3070260.250000 Penalty: 1783.231934
	Iteration 0F: 2 clusters Score -3070260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -3031080.250000 Penalty: 3566.463867
	Iteration 0F: 3 clusters Score -3031080 nChanged 27645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3046859.500000 Penalty: 3566.463867
	Iteration 1F: 3 clusters Score -3046860 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3047304.500000 Penalty: 3566.463867
	Iteration 2Q: 3 clusters Score -3047304 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -3047757.000000 Penalty: 3566.463867
	Iteration 3Q: 3 clusters Score -3047757 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3048231.500000 Penalty: 3566.463867
	Iteration 4Q: 3 clusters Score -3048232 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3048821.500000 Penalty: 3566.463867
	Iteration 5Q: 3 clusters Score -3048822 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3049654.000000 Penalty: 3566.463867
	Iteration 6Q: 3 clusters Score -3049654 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3050832.000000 Penalty: 3566.463867
	Iteration 7Q: 3 clusters Score -3050832 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3052607.000000 Penalty: 3566.463867
	Iteration 8F: 3 clusters Score -3052607 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3055095.500000 Penalty: 3566.463867
	Iteration 9F: 3 clusters Score -3055096 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3058227.750000 Penalty: 3566.463867
	Iteration 10F: 3 clusters Score -3058228 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3061443.750000 Penalty: 3566.463867
	Iteration 11F: 3 clusters Score -3061444 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3064375.000000 Penalty: 3566.463867
	Iteration 12F: 3 clusters Score -3064375 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3066509.250000 Penalty: 3566.463867
	Iteration 13Q: 3 clusters Score -3066509 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3067681.250000 Penalty: 3566.463867
	Iteration 14Q: 3 clusters Score -3067681 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3068298.250000 Penalty: 3566.463867
	Iteration 15Q: 3 clusters Score -3068298 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3068614.250000 Penalty: 3566.463867
	Iteration 16Q: 3 clusters Score -3068614 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3068740.250000 Penalty: 3566.463867
	Iteration 17Q: 3 clusters Score -3068740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3068805.750000 Penalty: 3566.463867
	Iteration 18Q: 3 clusters Score -3068806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3068840.750000 Penalty: 3566.463867
	Iteration 19Q: 3 clusters Score -3068841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3068862.750000 Penalty: 3566.463867
	Iteration 20F: 3 clusters Score -3068863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3068878.000000 Penalty: 3566.463867
	Iteration 21Q: 3 clusters Score -3068878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3068898.000000 Penalty: 3566.463867
	Iteration 22Q: 3 clusters Score -3068898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3068904.750000 Penalty: 3566.463867
	Iteration 23Q: 3 clusters Score -3068905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3068913.500000 Penalty: 3566.463867
	Iteration 24Q: 3 clusters Score -3068914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3068923.750000 Penalty: 3566.463867
	Iteration 25Q: 3 clusters Score -3068924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3068926.250000 Penalty: 3566.463867
	Iteration 26Q: 3 clusters Score -3068926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3068928.000000 Penalty: 3566.463867
	Iteration 27Q: 3 clusters Score -3068928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3068928.000000 Penalty: 3566.463867
	Iteration 28F: 3 clusters Score -3068928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Entering Unmasked Estep 
Score: -1614387.250000 Penalty: 1679.053467
	Iteration 0F: 2 clusters Score -1614387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1593514.750000 Penalty: 3358.106934
	Iteration 0F: 3 clusters Score -1593515 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1601379.375000 Penalty: 3358.106934
	Iteration 1F: 3 clusters Score -1601379 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1601794.500000 Penalty: 3358.106934
	Iteration 2Q: 3 clusters Score -1601794 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1602300.250000 Penalty: 3358.106934
	Iteration 3Q: 3 clusters Score -1602300 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1603116.875000 Penalty: 3358.106934
	Iteration 4F: 3 clusters Score -1603117 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1604452.500000 Penalty: 3358.106934
	Iteration 5F: 3 clusters Score -1604452 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1606505.375000 Penalty: 3358.106934
	Iteration 6F: 3 clusters Score -1606505 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1609043.875000 Penalty: 3358.106934
	Iteration 7F: 3 clusters Score -1609044 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1611211.750000 Penalty: 3358.106934
	Iteration 8F: 3 clusters Score -1611212 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1612300.375000 Penalty: 3358.106934
	Iteration 9Q: 3 clusters Score -1612300 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1612694.750000 Penalty: 3358.106934
	Iteration 10Q: 3 clusters Score -1612695 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1612816.750000 Penalty: 3358.106934
	Iteration 11Q: 3 clusters Score -1612817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1612868.750000 Penalty: 3358.106934
	Iteration 12Q: 3 clusters Score -1612869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1612894.125000 Penalty: 3358.106934
	Iteration 13Q: 3 clusters Score -1612894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1612906.875000 Penalty: 3358.106934
	Iteration 14Q: 3 clusters Score -1612907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1612915.750000 Penalty: 3358.106934
	Iteration 15Q: 3 clusters Score -1612916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1612919.875000 Penalty: 3358.106934
	Iteration 16Q: 3 clusters Score -1612920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1612924.875000 Penalty: 3358.106934
	Iteration 17Q: 3 clusters Score -1612925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1612927.500000 Penalty: 3358.106934
	Iteration 18Q: 3 clusters Score -1612928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1612927.500000 Penalty: 3358.106934
	Iteration 19F: 3 clusters Score -1612928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Entering Unmasked Estep 
Score: -278951.593750 Penalty: 1393.451294
	Iteration 0F: 2 clusters Score -278951.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -274820.031250 Penalty: 2786.902588
	Iteration 0F: 3 clusters Score -274820 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -275949.093750 Penalty: 2786.902588
	Iteration 1F: 3 clusters Score -275949.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -276108.750000 Penalty: 2786.902588
	Iteration 2F: 3 clusters Score -276108.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -276215.031250 Penalty: 2786.902588
	Iteration 3Q: 3 clusters Score -276215 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -276304.312500 Penalty: 2786.902588
	Iteration 4Q: 3 clusters Score -276304.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -276384.812500 Penalty: 2786.902588
	Iteration 5Q: 3 clusters Score -276384.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -276468.312500 Penalty: 2786.902588
	Iteration 6Q: 3 clusters Score -276468.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -276551.718750 Penalty: 2786.902588
	Iteration 7Q: 3 clusters Score -276551.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -276633.937500 Penalty: 2786.902588
	Iteration 8Q: 3 clusters Score -276633.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -276725.218750 Penalty: 2786.902588
	Iteration 9Q: 3 clusters Score -276725.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -276833.281250 Penalty: 2786.902588
	Iteration 10Q: 3 clusters Score -276833.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -276945.812500 Penalty: 2786.902588
	Iteration 11Q: 3 clusters Score -276945.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -277052.906250 Penalty: 2786.902588
	Iteration 12Q: 3 clusters Score -277052.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -277171.875000 Penalty: 2786.902588
	Iteration 13Q: 3 clusters Score -277171.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -277287.781250 Penalty: 2786.902588
	Iteration 14Q: 3 clusters Score -277287.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -277400.750000 Penalty: 2786.902588
	Iteration 15Q: 3 clusters Score -277400.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -277494.000000 Penalty: 2786.902588
	Iteration 16Q: 3 clusters Score -277494 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -277563.375000 Penalty: 2786.902588
	Iteration 17Q: 3 clusters Score -277563.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -277615.250000 Penalty: 2786.902588
	Iteration 18Q: 3 clusters Score -277615.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -277638.625000 Penalty: 2786.902588
	Iteration 19Q: 3 clusters Score -277638.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -277658.062500 Penalty: 2786.902588
	Iteration 20F: 3 clusters Score -277658.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -277672.343750 Penalty: 2786.902588
	Iteration 21Q: 3 clusters Score -277672.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -277682.468750 Penalty: 2786.902588
	Iteration 22Q: 3 clusters Score -277682.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -277689.593750 Penalty: 2786.902588
	Iteration 23Q: 3 clusters Score -277689.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -277697.593750 Penalty: 2786.902588
	Iteration 24Q: 3 clusters Score -277697.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -277701.031250 Penalty: 2786.902588
	Iteration 25Q: 3 clusters Score -277701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -277704.875000 Penalty: 2786.902588
	Iteration 26Q: 3 clusters Score -277704.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -277707.187500 Penalty: 2786.902588
	Iteration 27Q: 3 clusters Score -277707.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -277709.750000 Penalty: 2786.902588
	Iteration 28Q: 3 clusters Score -277709.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -277712.031250 Penalty: 2786.902588
	Iteration 29Q: 3 clusters Score -277712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -277713.156250 Penalty: 2786.902588
	Iteration 30Q: 3 clusters Score -277713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -277714.375000 Penalty: 2786.902588
	Iteration 31Q: 3 clusters Score -277714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -277714.781250 Penalty: 2786.902588
	Iteration 32Q: 3 clusters Score -277714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -277715.406250 Penalty: 2786.902588
	Iteration 33Q: 3 clusters Score -277715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -277715.812500 Penalty: 2786.902588
	Iteration 34Q: 3 clusters Score -277715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -277716.218750 Penalty: 2786.902588
	Iteration 35Q: 3 clusters Score -277716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -277716.906250 Penalty: 2786.902588
	Iteration 36Q: 3 clusters Score -277716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -277717.687500 Penalty: 2786.902588
	Iteration 37Q: 3 clusters Score -277717.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -277718.312500 Penalty: 2786.902588
	Iteration 38Q: 3 clusters Score -277718.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -277718.031250 Penalty: 2786.902588
	Iteration 39Q: 3 clusters Score -277718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -277718.500000 Penalty: 2786.902588
	Iteration 40F: 3 clusters Score -277718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -277718.812500 Penalty: 2786.902588
	Iteration 41Q: 3 clusters Score -277718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -277718.812500 Penalty: 2786.902588
	Iteration 42F: 3 clusters Score -277718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -120628.578125 Penalty: 1263.140747
	Iteration 0F: 2 clusters Score -120628.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -118332.617188 Penalty: 2526.281494
	Iteration 0F: 3 clusters Score -118332.6 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -118820.601562 Penalty: 2526.281494
	Iteration 1F: 3 clusters Score -118820.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -118929.359375 Penalty: 2526.281494
	Iteration 2F: 3 clusters Score -118929.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -118982.609375 Penalty: 2526.281494
	Iteration 3Q: 3 clusters Score -118982.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -119023.578125 Penalty: 2526.281494
	Iteration 4Q: 3 clusters Score -119023.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -119043.734375 Penalty: 2526.281494
	Iteration 5Q: 3 clusters Score -119043.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -119058.476562 Penalty: 2526.281494
	Iteration 6Q: 3 clusters Score -119058.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -119070.695312 Penalty: 2526.281494
	Iteration 7Q: 3 clusters Score -119070.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -119082.523438 Penalty: 2526.281494
	Iteration 8Q: 3 clusters Score -119082.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -119090.132812 Penalty: 2526.281494
	Iteration 9Q: 3 clusters Score -119090.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -119098.882812 Penalty: 2526.281494
	Iteration 10Q: 3 clusters Score -119098.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -119109.835938 Penalty: 2526.281494
	Iteration 11Q: 3 clusters Score -119109.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -119117.585938 Penalty: 2526.281494
	Iteration 12Q: 3 clusters Score -119117.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -119124.375000 Penalty: 2526.281494
	Iteration 13Q: 3 clusters Score -119124.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -119130.703125 Penalty: 2526.281494
	Iteration 14Q: 3 clusters Score -119130.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -119142.132812 Penalty: 2526.281494
	Iteration 15Q: 3 clusters Score -119142.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -119151.609375 Penalty: 2526.281494
	Iteration 16Q: 3 clusters Score -119151.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -119158.218750 Penalty: 2526.281494
	Iteration 17Q: 3 clusters Score -119158.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -119161.914062 Penalty: 2526.281494
	Iteration 18Q: 3 clusters Score -119161.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -119165.054688 Penalty: 2526.281494
	Iteration 19Q: 3 clusters Score -119165.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -119168.679688 Penalty: 2526.281494
	Iteration 20F: 3 clusters Score -119168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -119170.984375 Penalty: 2526.281494
	Iteration 21Q: 3 clusters Score -119171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -119172.179688 Penalty: 2526.281494
	Iteration 22Q: 3 clusters Score -119172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -119173.398438 Penalty: 2526.281494
	Iteration 23Q: 3 clusters Score -119173.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -119174.867188 Penalty: 2526.281494
	Iteration 24Q: 3 clusters Score -119174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -119176.296875 Penalty: 2526.281494
	Iteration 25Q: 3 clusters Score -119176.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -119177.257812 Penalty: 2526.281494
	Iteration 26Q: 3 clusters Score -119177.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -119180.265625 Penalty: 2526.281494
	Iteration 27Q: 3 clusters Score -119180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -119181.835938 Penalty: 2526.281494
	Iteration 28Q: 3 clusters Score -119181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -119182.109375 Penalty: 2526.281494
	Iteration 29Q: 3 clusters Score -119182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -119183.007812 Penalty: 2526.281494
	Iteration 30Q: 3 clusters Score -119183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -119185.203125 Penalty: 2526.281494
	Iteration 31Q: 3 clusters Score -119185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -119187.226562 Penalty: 2526.281494
	Iteration 32Q: 3 clusters Score -119187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -119188.687500 Penalty: 2526.281494
	Iteration 33Q: 3 clusters Score -119188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -119189.914062 Penalty: 2526.281494
	Iteration 34Q: 3 clusters Score -119189.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -119190.898438 Penalty: 2526.281494
	Iteration 35Q: 3 clusters Score -119190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -119191.171875 Penalty: 2526.281494
	Iteration 36Q: 3 clusters Score -119191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -119191.171875 Penalty: 2526.281494
	Iteration 37F: 3 clusters Score -119191.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (174375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174375 members 
Entering Unmasked Estep 
Score: -8899074.000000 Penalty: 1961.206543
	Iteration 0F: 2 clusters Score -8899074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -8781860.000000 Penalty: 3922.413086
	Iteration 0F: 3 clusters Score -8781860 nChanged 84491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -8830832.000000 Penalty: 3922.413086
	Iteration 1F: 3 clusters Score -8830832 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -8831705.000000 Penalty: 3922.413086
	Iteration 2Q: 3 clusters Score -8831705 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85043 members 
Mstep: Class 2 contains 89332 members 
Entering Unmasked Estep 
Score: -8832746.000000 Penalty: 3922.413086
	Iteration 3Q: 3 clusters Score -8832746 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -8834106.000000 Penalty: 3922.413086
	Iteration 4Q: 3 clusters Score -8834106 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 92115 members 
Entering Unmasked Estep 
Score: -8836162.000000 Penalty: 3922.413086
	Iteration 5Q: 3 clusters Score -8836162 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 94556 members 
Entering Unmasked Estep 
Score: -8839092.000000 Penalty: 3922.413086
	Iteration 6Q: 3 clusters Score -8839092 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 97655 members 
Entering Unmasked Estep 
Score: -8843730.000000 Penalty: 3922.413086
	Iteration 7Q: 3 clusters Score -8843730 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -8850600.000000 Penalty: 3922.413086
	Iteration 8F: 3 clusters Score -8850600 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69578 members 
Mstep: Class 2 contains 104797 members 
Entering Unmasked Estep 
Score: -8860044.000000 Penalty: 3922.413086
	Iteration 9F: 3 clusters Score -8860044 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 107332 members 
Entering Unmasked Estep 
Score: -8871385.000000 Penalty: 3922.413086
	Iteration 10F: 3 clusters Score -8871385 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -8881824.000000 Penalty: 3922.413086
	Iteration 11F: 3 clusters Score -8881824 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 109050 members 
Entering Unmasked Estep 
Score: -8888601.000000 Penalty: 3922.413086
	Iteration 12F: 3 clusters Score -8888601 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 109423 members 
Entering Unmasked Estep 
Score: -8892220.000000 Penalty: 3922.413086
	Iteration 13Q: 3 clusters Score -8892220 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 109978 members 
Entering Unmasked Estep 
Score: -8894104.000000 Penalty: 3922.413086
	Iteration 14Q: 3 clusters Score -8894104 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 110500 members 
Entering Unmasked Estep 
Score: -8895276.000000 Penalty: 3922.413086
	Iteration 15Q: 3 clusters Score -8895276 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 111041 members 
Entering Unmasked Estep 
Score: -8895921.000000 Penalty: 3922.413086
	Iteration 16Q: 3 clusters Score -8895921 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 111611 members 
Entering Unmasked Estep 
Score: -8896241.000000 Penalty: 3922.413086
	Iteration 17Q: 3 clusters Score -8896241 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 112126 members 
Entering Unmasked Estep 
Score: -8896454.000000 Penalty: 3922.413086
	Iteration 18Q: 3 clusters Score -8896454 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
Score: -8896573.000000 Penalty: 3922.413086
	Iteration 19Q: 3 clusters Score -8896573 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 112966 members 
Entering Unmasked Estep 
Score: -8896621.000000 Penalty: 3922.413086
	Iteration 20F: 3 clusters Score -8896621 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 113346 members 
Entering Unmasked Estep 
Score: -8896665.000000 Penalty: 3922.413086
	Iteration 21Q: 3 clusters Score -8896665 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 113684 members 
Entering Unmasked Estep 
Score: -8896676.000000 Penalty: 3922.413086
	Iteration 22Q: 3 clusters Score -8896676 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 113986 members 
Entering Unmasked Estep 
Score: -8896736.000000 Penalty: 3922.413086
	Iteration 23Q: 3 clusters Score -8896736 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 114241 members 
Entering Unmasked Estep 
Score: -8896705.000000 Penalty: 3922.413086
	Iteration 24Q: 3 clusters Score -8896705 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 114454 members 
Entering Unmasked Estep 
Score: -8896716.000000 Penalty: 3922.413086
	Iteration 25Q: 3 clusters Score -8896716 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -8896735.000000 Penalty: 3922.413086
	Iteration 26Q: 3 clusters Score -8896735 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 114854 members 
Entering Unmasked Estep 
Score: -8896764.000000 Penalty: 3922.413086
	Iteration 27Q: 3 clusters Score -8896764 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 115058 members 
Entering Unmasked Estep 
Score: -8896793.000000 Penalty: 3922.413086
	Iteration 28Q: 3 clusters Score -8896793 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 115245 members 
Entering Unmasked Estep 
Score: -8896768.000000 Penalty: 3922.413086
	Iteration 29Q: 3 clusters Score -8896768 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 115429 members 
Entering Unmasked Estep 
Score: -8896783.000000 Penalty: 3922.413086
	Iteration 30Q: 3 clusters Score -8896783 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 115592 members 
Entering Unmasked Estep 
Score: -8896770.000000 Penalty: 3922.413086
	Iteration 31Q: 3 clusters Score -8896770 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 115759 members 
Entering Unmasked Estep 
Score: -8896765.000000 Penalty: 3922.413086
	Iteration 32Q: 3 clusters Score -8896765 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 115907 members 
Entering Unmasked Estep 
Score: -8896761.000000 Penalty: 3922.413086
	Iteration 33Q: 3 clusters Score -8896761 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
Score: -8896759.000000 Penalty: 3922.413086
	Iteration 34Q: 3 clusters Score -8896759 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 116204 members 
Entering Unmasked Estep 
Score: -8896792.000000 Penalty: 3922.413086
	Iteration 35Q: 3 clusters Score -8896792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 116343 members 
Entering Unmasked Estep 
Score: -8896794.000000 Penalty: 3922.413086
	Iteration 36Q: 3 clusters Score -8896794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 116480 members 
Entering Unmasked Estep 
Score: -8896818.000000 Penalty: 3922.413086
	Iteration 37Q: 3 clusters Score -8896818 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 116608 members 
Entering Unmasked Estep 
Score: -8896808.000000 Penalty: 3922.413086
	Iteration 38Q: 3 clusters Score -8896808 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 116730 members 
Entering Unmasked Estep 
Score: -8896805.000000 Penalty: 3922.413086
	Iteration 39Q: 3 clusters Score -8896805 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 116856 members 
Entering Unmasked Estep 
Score: -8896819.000000 Penalty: 3922.413086
	Iteration 40F: 3 clusters Score -8896819 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 117016 members 
Entering Unmasked Estep 
Score: -8896805.000000 Penalty: 3922.413086
	Iteration 41Q: 3 clusters Score -8896805 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 117163 members 
Entering Unmasked Estep 
Score: -8896799.000000 Penalty: 3922.413086
	Iteration 42Q: 3 clusters Score -8896799 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 117302 members 
Entering Unmasked Estep 
Score: -8896803.000000 Penalty: 3922.413086
	Iteration 43Q: 3 clusters Score -8896803 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 117438 members 
Entering Unmasked Estep 
Score: -8896814.000000 Penalty: 3922.413086
	Iteration 44Q: 3 clusters Score -8896814 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 117573 members 
Entering Unmasked Estep 
Score: -8896812.000000 Penalty: 3922.413086
	Iteration 45Q: 3 clusters Score -8896812 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 117689 members 
Entering Unmasked Estep 
Score: -8896795.000000 Penalty: 3922.413086
	Iteration 46Q: 3 clusters Score -8896795 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 117795 members 
Entering Unmasked Estep 
Score: -8896806.000000 Penalty: 3922.413086
	Iteration 47Q: 3 clusters Score -8896806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 117884 members 
Entering Unmasked Estep 
Score: -8896792.000000 Penalty: 3922.413086
	Iteration 48Q: 3 clusters Score -8896792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -8896777.000000 Penalty: 3922.413086
	Iteration 49Q: 3 clusters Score -8896777 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 118018 members 
Entering Unmasked Estep 
Score: -8896784.000000 Penalty: 3922.413086
	Iteration 50Q: 3 clusters Score -8896784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 118074 members 
Entering Unmasked Estep 
Score: -8896776.000000 Penalty: 3922.413086
	Iteration 51Q: 3 clusters Score -8896776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 118134 members 
Entering Unmasked Estep 
Score: -8896776.000000 Penalty: 3922.413086
	Iteration 52Q: 3 clusters Score -8896776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -8896776.000000 Penalty: 3922.413086
	Iteration 53Q: 3 clusters Score -8896776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 118214 members 
Entering Unmasked Estep 
Score: -8896757.000000 Penalty: 3922.413086
	Iteration 54Q: 3 clusters Score -8896757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 118256 members 
Entering Unmasked Estep 
Score: -8896769.000000 Penalty: 3922.413086
	Iteration 55Q: 3 clusters Score -8896769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 118301 members 
Entering Unmasked Estep 
Score: -8896775.000000 Penalty: 3922.413086
	Iteration 56Q: 3 clusters Score -8896775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 118351 members 
Entering Unmasked Estep 
Score: -8896781.000000 Penalty: 3922.413086
	Iteration 57Q: 3 clusters Score -8896781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -8896776.000000 Penalty: 3922.413086
	Iteration 58Q: 3 clusters Score -8896776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 118436 members 
Entering Unmasked Estep 
Score: -8896794.000000 Penalty: 3922.413086
	Iteration 59Q: 3 clusters Score -8896794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 118476 members 
Entering Unmasked Estep 
Score: -8896797.000000 Penalty: 3922.413086
	Iteration 60F: 3 clusters Score -8896797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 118509 members 
Entering Unmasked Estep 
Score: -8896793.000000 Penalty: 3922.413086
	Iteration 61Q: 3 clusters Score -8896793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 118544 members 
Entering Unmasked Estep 
Score: -8896802.000000 Penalty: 3922.413086
	Iteration 62Q: 3 clusters Score -8896802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 118573 members 
Entering Unmasked Estep 
Score: -8896797.000000 Penalty: 3922.413086
	Iteration 63Q: 3 clusters Score -8896797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 118611 members 
Entering Unmasked Estep 
Score: -8896801.000000 Penalty: 3922.413086
	Iteration 64Q: 3 clusters Score -8896801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 118648 members 
Entering Unmasked Estep 
Score: -8896803.000000 Penalty: 3922.413086
	Iteration 65Q: 3 clusters Score -8896803 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -8896808.000000 Penalty: 3922.413086
	Iteration 66Q: 3 clusters Score -8896808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 118717 members 
Entering Unmasked Estep 
Score: -8896808.000000 Penalty: 3922.413086
	Iteration 67Q: 3 clusters Score -8896808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 118752 members 
Entering Unmasked Estep 
Score: -8896811.000000 Penalty: 3922.413086
	Iteration 68Q: 3 clusters Score -8896811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 118785 members 
Entering Unmasked Estep 
Score: -8896806.000000 Penalty: 3922.413086
	Iteration 69Q: 3 clusters Score -8896806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 118822 members 
Entering Unmasked Estep 
Score: -8896812.000000 Penalty: 3922.413086
	Iteration 70Q: 3 clusters Score -8896812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -8896814.000000 Penalty: 3922.413086
	Iteration 71Q: 3 clusters Score -8896814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 118871 members 
Entering Unmasked Estep 
Score: -8896803.000000 Penalty: 3922.413086
	Iteration 72Q: 3 clusters Score -8896803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 118898 members 
Entering Unmasked Estep 
Score: -8896809.000000 Penalty: 3922.413086
	Iteration 73Q: 3 clusters Score -8896809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 118919 members 
Entering Unmasked Estep 
Score: -8896812.000000 Penalty: 3922.413086
	Iteration 74Q: 3 clusters Score -8896812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -8896821.000000 Penalty: 3922.413086
	Iteration 75Q: 3 clusters Score -8896821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 118957 members 
Entering Unmasked Estep 
Score: -8896810.000000 Penalty: 3922.413086
	Iteration 76Q: 3 clusters Score -8896810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -8896797.000000 Penalty: 3922.413086
	Iteration 77Q: 3 clusters Score -8896797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 118993 members 
Entering Unmasked Estep 
Score: -8896813.000000 Penalty: 3922.413086
	Iteration 78Q: 3 clusters Score -8896813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 119015 members 
Entering Unmasked Estep 
Score: -8896805.000000 Penalty: 3922.413086
	Iteration 79Q: 3 clusters Score -8896805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 119029 members 
Entering Unmasked Estep 
Score: -8896807.000000 Penalty: 3922.413086
	Iteration 80F: 3 clusters Score -8896807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 119048 members 
Entering Unmasked Estep 
Score: -8896821.000000 Penalty: 3922.413086
	Iteration 81Q: 3 clusters Score -8896821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 119056 members 
Entering Unmasked Estep 
Score: -8896819.000000 Penalty: 3922.413086
	Iteration 82Q: 3 clusters Score -8896819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 119061 members 
Entering Unmasked Estep 
Score: -8896809.000000 Penalty: 3922.413086
	Iteration 83Q: 3 clusters Score -8896809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 119066 members 
Entering Unmasked Estep 
Score: -8896817.000000 Penalty: 3922.413086
	Iteration 84Q: 3 clusters Score -8896817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 119070 members 
Entering Unmasked Estep 
Score: -8896825.000000 Penalty: 3922.413086
	Iteration 85Q: 3 clusters Score -8896825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 119073 members 
Entering Unmasked Estep 
Score: -8896827.000000 Penalty: 3922.413086
	Iteration 86Q: 3 clusters Score -8896827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 119073 members 
Entering Unmasked Estep 
Score: -8896827.000000 Penalty: 3922.413086
	Iteration 87F: 3 clusters Score -8896827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Entering Unmasked Estep 
Score: -2583451.250000 Penalty: 1754.419556
	Iteration 0F: 2 clusters Score -2583451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2550858.750000 Penalty: 3508.839111
	Iteration 0F: 3 clusters Score -2550859 nChanged 22695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2563868.750000 Penalty: 3508.839111
	Iteration 1F: 3 clusters Score -2563869 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2564470.500000 Penalty: 3508.839111
	Iteration 2Q: 3 clusters Score -2564470 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2565181.250000 Penalty: 3508.839111
	Iteration 3Q: 3 clusters Score -2565181 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2566050.250000 Penalty: 3508.839111
	Iteration 4Q: 3 clusters Score -2566050 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2567179.250000 Penalty: 3508.839111
	Iteration 5Q: 3 clusters Score -2567179 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2568782.500000 Penalty: 3508.839111
	Iteration 6F: 3 clusters Score -2568782 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2570936.750000 Penalty: 3508.839111
	Iteration 7F: 3 clusters Score -2570937 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2573343.000000 Penalty: 3508.839111
	Iteration 8F: 3 clusters Score -2573343 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2575407.250000 Penalty: 3508.839111
	Iteration 9F: 3 clusters Score -2575407 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2576940.250000 Penalty: 3508.839111
	Iteration 10Q: 3 clusters Score -2576940 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2577765.250000 Penalty: 3508.839111
	Iteration 11Q: 3 clusters Score -2577765 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2578181.000000 Penalty: 3508.839111
	Iteration 12Q: 3 clusters Score -2578181 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2578407.000000 Penalty: 3508.839111
	Iteration 13Q: 3 clusters Score -2578407 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2578603.500000 Penalty: 3508.839111
	Iteration 14Q: 3 clusters Score -2578604 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2578801.500000 Penalty: 3508.839111
	Iteration 15Q: 3 clusters Score -2578802 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2578977.500000 Penalty: 3508.839111
	Iteration 16Q: 3 clusters Score -2578978 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2579170.250000 Penalty: 3508.839111
	Iteration 17Q: 3 clusters Score -2579170 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2579364.000000 Penalty: 3508.839111
	Iteration 18Q: 3 clusters Score -2579364 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2579565.000000 Penalty: 3508.839111
	Iteration 19Q: 3 clusters Score -2579565 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2579792.750000 Penalty: 3508.839111
	Iteration 20F: 3 clusters Score -2579793 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2579995.250000 Penalty: 3508.839111
	Iteration 21Q: 3 clusters Score -2579995 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2580231.250000 Penalty: 3508.839111
	Iteration 22Q: 3 clusters Score -2580231 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2580471.500000 Penalty: 3508.839111
	Iteration 23Q: 3 clusters Score -2580472 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2580692.500000 Penalty: 3508.839111
	Iteration 24Q: 3 clusters Score -2580692 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2580893.250000 Penalty: 3508.839111
	Iteration 25Q: 3 clusters Score -2580893 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2581099.250000 Penalty: 3508.839111
	Iteration 26Q: 3 clusters Score -2581099 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2581314.500000 Penalty: 3508.839111
	Iteration 27Q: 3 clusters Score -2581314 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2581524.000000 Penalty: 3508.839111
	Iteration 28Q: 3 clusters Score -2581524 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2581667.500000 Penalty: 3508.839111
	Iteration 29Q: 3 clusters Score -2581668 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2581756.000000 Penalty: 3508.839111
	Iteration 30Q: 3 clusters Score -2581756 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2581820.250000 Penalty: 3508.839111
	Iteration 31Q: 3 clusters Score -2581820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2581867.500000 Penalty: 3508.839111
	Iteration 32Q: 3 clusters Score -2581868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2581892.500000 Penalty: 3508.839111
	Iteration 33Q: 3 clusters Score -2581892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2581909.750000 Penalty: 3508.839111
	Iteration 34Q: 3 clusters Score -2581910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2581928.250000 Penalty: 3508.839111
	Iteration 35Q: 3 clusters Score -2581928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2581941.500000 Penalty: 3508.839111
	Iteration 36Q: 3 clusters Score -2581942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2581957.750000 Penalty: 3508.839111
	Iteration 37Q: 3 clusters Score -2581958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2581973.000000 Penalty: 3508.839111
	Iteration 38Q: 3 clusters Score -2581973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2581984.000000 Penalty: 3508.839111
	Iteration 39Q: 3 clusters Score -2581984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2581993.750000 Penalty: 3508.839111
	Iteration 40F: 3 clusters Score -2581994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2581997.750000 Penalty: 3508.839111
	Iteration 41Q: 3 clusters Score -2581998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2582000.250000 Penalty: 3508.839111
	Iteration 42Q: 3 clusters Score -2582000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2582007.000000 Penalty: 3508.839111
	Iteration 43Q: 3 clusters Score -2582007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2582007.500000 Penalty: 3508.839111
	Iteration 44Q: 3 clusters Score -2582008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2582012.000000 Penalty: 3508.839111
	Iteration 45Q: 3 clusters Score -2582012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2582013.250000 Penalty: 3508.839111
	Iteration 46Q: 3 clusters Score -2582013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2582014.750000 Penalty: 3508.839111
	Iteration 47Q: 3 clusters Score -2582015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2582014.750000 Penalty: 3508.839111
	Iteration 48F: 3 clusters Score -2582015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 5 contains 8948 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 11 contains 30133 members 
Mstep: Class 13 contains 35332 members 
Mstep: Class 14 contains 58322 members 
Mstep: Class 15 contains 30719 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174375 members 
Mstep: Class 20 contains 48846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832120.000000 Penalty: 25233.794922
Iteration 79Q: 13 clusters Score -2.083212e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 5 contains 8948 members 
Mstep: Class 7 contains 3740 members 
Mstep: Class 9 contains 4052 members 
Mstep: Class 11 contains 30130 members 
Mstep: Class 13 contains 35368 members 
Mstep: Class 14 contains 58316 members 
Mstep: Class 15 contains 30719 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174379 members 
Mstep: Class 20 contains 48844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832152.000000 Penalty: 25233.794922
Iteration 80F: 13 clusters Score -2.083215e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14649 members 
Mstep: Class 5 contains 8946 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 9 contains 4041 members 
Mstep: Class 11 contains 30129 members 
Mstep: Class 13 contains 35408 members 
Mstep: Class 14 contains 58303 members 
Mstep: Class 15 contains 30720 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174380 members 
Mstep: Class 20 contains 48841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832156.000000 Penalty: 25233.794922
Iteration 81Q: 13 clusters Score -2.083216e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14643 members 
Mstep: Class 5 contains 8941 members 
Mstep: Class 7 contains 3733 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 11 contains 30129 members 
Mstep: Class 13 contains 35449 members 
Mstep: Class 14 contains 58294 members 
Mstep: Class 15 contains 30716 members 
Mstep: Class 16 contains 5280 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174386 members 
Mstep: Class 20 contains 48841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832178.000000 Penalty: 25233.794922
Iteration 82Q: 13 clusters Score -2.083218e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 5 contains 8938 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 9 contains 4025 members 
Mstep: Class 11 contains 30126 members 
Mstep: Class 13 contains 35492 members 
Mstep: Class 14 contains 58289 members 
Mstep: Class 15 contains 30710 members 
Mstep: Class 16 contains 5276 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174395 members 
Mstep: Class 20 contains 48836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832132.000000 Penalty: 25233.794922
Iteration 83Q: 13 clusters Score -2.083213e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14634 members 
Mstep: Class 5 contains 8935 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 9 contains 4013 members 
Mstep: Class 11 contains 30123 members 
Mstep: Class 13 contains 35542 members 
Mstep: Class 14 contains 58283 members 
Mstep: Class 15 contains 30703 members 
Mstep: Class 16 contains 5276 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174408 members 
Mstep: Class 20 contains 48834 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 13 clusters Score -2.08321e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14632 members 
Mstep: Class 5 contains 8932 members 
Mstep: Class 7 contains 3672 members 
Mstep: Class 9 contains 4011 members 
Mstep: Class 11 contains 30119 members 
Mstep: Class 13 contains 35594 members 
Mstep: Class 14 contains 58276 members 
Mstep: Class 15 contains 30701 members 
Mstep: Class 16 contains 5272 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174400 members 
Mstep: Class 20 contains 48833 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 13 clusters Score -2.083212e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14628 members 
Mstep: Class 5 contains 8929 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 9 contains 4000 members 
Mstep: Class 11 contains 30109 members 
Mstep: Class 13 contains 35663 members 
Mstep: Class 14 contains 58264 members 
Mstep: Class 15 contains 30701 members 
Mstep: Class 16 contains 5264 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174401 members 
Mstep: Class 20 contains 48836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832140.000000 Penalty: 25233.794922
Iteration 86Q: 13 clusters Score -2.083214e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14623 members 
Mstep: Class 5 contains 8928 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 11 contains 30106 members 
Mstep: Class 13 contains 35725 members 
Mstep: Class 14 contains 58253 members 
Mstep: Class 15 contains 30698 members 
Mstep: Class 16 contains 5258 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174399 members 
Mstep: Class 20 contains 48836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832126.000000 Penalty: 25233.794922
Iteration 87Q: 13 clusters Score -2.083213e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 5 contains 8927 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 9 contains 3978 members 
Mstep: Class 11 contains 30108 members 
Mstep: Class 13 contains 35788 members 
Mstep: Class 14 contains 58243 members 
Mstep: Class 15 contains 30696 members 
Mstep: Class 16 contains 5256 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174377 members 
Mstep: Class 20 contains 48832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832170.000000 Penalty: 25233.794922
Iteration 88Q: 13 clusters Score -2.083217e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14613 members 
Mstep: Class 5 contains 8927 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 11 contains 30108 members 
Mstep: Class 13 contains 35844 members 
Mstep: Class 14 contains 58233 members 
Mstep: Class 15 contains 30692 members 
Mstep: Class 16 contains 5254 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 174357 members 
Mstep: Class 20 contains 48831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832140.000000 Penalty: 25233.794922
Iteration 89Q: 13 clusters Score -2.083214e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 11 contains 30103 members 
Mstep: Class 13 contains 35902 members 
Mstep: Class 14 contains 58227 members 
Mstep: Class 15 contains 30687 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 174337 members 
Mstep: Class 20 contains 48826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832124.000000 Penalty: 25233.794922
Iteration 90Q: 13 clusters Score -2.083212e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14608 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 11 contains 30101 members 
Mstep: Class 13 contains 35957 members 
Mstep: Class 14 contains 58221 members 
Mstep: Class 15 contains 30683 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174316 members 
Mstep: Class 20 contains 48817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832102.000000 Penalty: 25233.794922
Iteration 91Q: 13 clusters Score -2.08321e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14609 members 
Mstep: Class 5 contains 8925 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 11 contains 30099 members 
Mstep: Class 13 contains 35990 members 
Mstep: Class 14 contains 58214 members 
Mstep: Class 15 contains 30685 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174303 members 
Mstep: Class 20 contains 48811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832112.000000 Penalty: 25233.794922
Iteration 92Q: 13 clusters Score -2.083211e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14608 members 
Mstep: Class 5 contains 8923 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 9 contains 3936 members 
Mstep: Class 11 contains 30098 members 
Mstep: Class 13 contains 36039 members 
Mstep: Class 14 contains 58208 members 
Mstep: Class 15 contains 30686 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174281 members 
Mstep: Class 20 contains 48811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832114.000000 Penalty: 25233.794922
Iteration 93Q: 13 clusters Score -2.083211e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 5 contains 8925 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 9 contains 3934 members 
Mstep: Class 11 contains 30096 members 
Mstep: Class 13 contains 36086 members 
Mstep: Class 14 contains 58201 members 
Mstep: Class 15 contains 30681 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174251 members 
Mstep: Class 20 contains 48811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832158.000000 Penalty: 25233.794922
Iteration 94Q: 13 clusters Score -2.083216e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14609 members 
Mstep: Class 5 contains 8929 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 9 contains 3931 members 
Mstep: Class 11 contains 30092 members 
Mstep: Class 13 contains 36133 members 
Mstep: Class 14 contains 58195 members 
Mstep: Class 15 contains 30683 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174226 members 
Mstep: Class 20 contains 48809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832162.000000 Penalty: 25233.794922
Iteration 95Q: 13 clusters Score -2.083216e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14608 members 
Mstep: Class 5 contains 8933 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 11 contains 30089 members 
Mstep: Class 13 contains 36182 members 
Mstep: Class 14 contains 58182 members 
Mstep: Class 15 contains 30687 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174203 members 
Mstep: Class 20 contains 48810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832182.000000 Penalty: 25233.794922
Iteration 96Q: 13 clusters Score -2.083218e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14609 members 
Mstep: Class 5 contains 8933 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 9 contains 3924 members 
Mstep: Class 11 contains 30089 members 
Mstep: Class 13 contains 36231 members 
Mstep: Class 14 contains 58179 members 
Mstep: Class 15 contains 30685 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174178 members 
Mstep: Class 20 contains 48804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832206.000000 Penalty: 25233.794922
Iteration 97Q: 13 clusters Score -2.083221e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14607 members 
Mstep: Class 5 contains 8937 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 9 contains 3915 members 
Mstep: Class 11 contains 30090 members 
Mstep: Class 13 contains 36270 members 
Mstep: Class 14 contains 58169 members 
Mstep: Class 15 contains 30685 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174163 members 
Mstep: Class 20 contains 48805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832248.000000 Penalty: 25233.794922
Iteration 98Q: 13 clusters Score -2.083225e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14606 members 
Mstep: Class 5 contains 8936 members 
Mstep: Class 7 contains 3593 members 
Mstep: Class 9 contains 3903 members 
Mstep: Class 11 contains 30090 members 
Mstep: Class 13 contains 36322 members 
Mstep: Class 14 contains 58163 members 
Mstep: Class 15 contains 30680 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174144 members 
Mstep: Class 20 contains 48807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832266.000000 Penalty: 25233.794922
Iteration 99Q: 13 clusters Score -2.083227e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14602 members 
Mstep: Class 5 contains 8936 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 9 contains 3900 members 
Mstep: Class 11 contains 30089 members 
Mstep: Class 13 contains 36376 members 
Mstep: Class 14 contains 58158 members 
Mstep: Class 15 contains 30674 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174114 members 
Mstep: Class 20 contains 48809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832214.000000 Penalty: 25233.794922
Iteration 100F: 13 clusters Score -2.083221e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14598 members 
Mstep: Class 5 contains 8934 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 9 contains 3904 members 
Mstep: Class 11 contains 30088 members 
Mstep: Class 13 contains 36429 members 
Mstep: Class 14 contains 58155 members 
Mstep: Class 15 contains 30672 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174083 members 
Mstep: Class 20 contains 48813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832254.000000 Penalty: 25233.794922
Iteration 101Q: 13 clusters Score -2.083225e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14589 members 
Mstep: Class 5 contains 8934 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 9 contains 3905 members 
Mstep: Class 11 contains 30089 members 
Mstep: Class 13 contains 36491 members 
Mstep: Class 14 contains 58148 members 
Mstep: Class 15 contains 30662 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174060 members 
Mstep: Class 20 contains 48812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832238.000000 Penalty: 25233.794922
Iteration 102Q: 13 clusters Score -2.083224e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14584 members 
Mstep: Class 5 contains 8934 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 11 contains 30086 members 
Mstep: Class 13 contains 36539 members 
Mstep: Class 14 contains 58140 members 
Mstep: Class 15 contains 30658 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174029 members 
Mstep: Class 20 contains 48816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832224.000000 Penalty: 25233.794922
Iteration 103Q: 13 clusters Score -2.083222e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14580 members 
Mstep: Class 5 contains 8933 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 11 contains 30083 members 
Mstep: Class 13 contains 36584 members 
Mstep: Class 14 contains 58137 members 
Mstep: Class 15 contains 30656 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 174006 members 
Mstep: Class 20 contains 48816 members 
Entering Unmasked Estep 
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Score: -20832208.000000 Penalty: 25233.794922
Iteration 104Q: 13 clusters Score -2.083221e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14575 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 9 contains 3921 members 
Mstep: Class 11 contains 30075 members 
Mstep: Class 13 contains 36637 members 
Mstep: Class 14 contains 58134 members 
Mstep: Class 15 contains 30651 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 173986 members 
Mstep: Class 20 contains 48815 members 
Entering Unmasked Estep 
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Iteration 105Q: 13 clusters Score -2.08322e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14573 members 
Mstep: Class 5 contains 8925 members 
Mstep: Class 7 contains 3520 members 
Mstep: Class 9 contains 3914 members 
Mstep: Class 11 contains 30068 members 
Mstep: Class 13 contains 36700 members 
Mstep: Class 14 contains 58129 members 
Mstep: Class 15 contains 30645 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 173962 members 
Mstep: Class 20 contains 48814 members 
Entering Unmasked Estep 
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Iteration 106Q: 13 clusters Score -2.083223e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14573 members 
Mstep: Class 5 contains 8919 members 
Mstep: Class 7 contains 3506 members 
Mstep: Class 9 contains 3903 members 
Mstep: Class 11 contains 30063 members 
Mstep: Class 13 contains 36774 members 
Mstep: Class 14 contains 58124 members 
Mstep: Class 15 contains 30639 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 173935 members 
Mstep: Class 20 contains 48815 members 
Entering Unmasked Estep 
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Iteration 107Q: 13 clusters Score -2.083224e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14564 members 
Mstep: Class 5 contains 8918 members 
Mstep: Class 7 contains 3495 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 11 contains 30061 members 
Mstep: Class 13 contains 36840 members 
Mstep: Class 14 contains 58116 members 
Mstep: Class 15 contains 30635 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 173911 members 
Mstep: Class 20 contains 48818 members 
Entering Unmasked Estep 
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Iteration 108Q: 13 clusters Score -2.083224e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14557 members 
Mstep: Class 5 contains 8920 members 
Mstep: Class 7 contains 3479 members 
Mstep: Class 9 contains 3897 members 
Mstep: Class 11 contains 30063 members 
Mstep: Class 13 contains 36897 members 
Mstep: Class 14 contains 58112 members 
Mstep: Class 15 contains 30629 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 173883 members 
Mstep: Class 20 contains 48819 members 
Entering Unmasked Estep 
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Iteration 109Q: 13 clusters Score -2.083225e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14553 members 
Mstep: Class 5 contains 8923 members 
Mstep: Class 7 contains 3468 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 11 contains 30062 members 
Mstep: Class 13 contains 36956 members 
Mstep: Class 14 contains 58105 members 
Mstep: Class 15 contains 30626 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 173859 members 
Mstep: Class 20 contains 48815 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 13 clusters Score -2.083225e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14551 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 9 contains 3895 members 
Mstep: Class 11 contains 30059 members 
Mstep: Class 13 contains 37008 members 
Mstep: Class 14 contains 58101 members 
Mstep: Class 15 contains 30632 members 
Mstep: Class 16 contains 5175 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 173821 members 
Mstep: Class 20 contains 48816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832246.000000 Penalty: 25233.794922
Iteration 111Q: 13 clusters Score -2.083225e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14553 members 
Mstep: Class 5 contains 8929 members 
Mstep: Class 7 contains 3453 members 
Mstep: Class 9 contains 3893 members 
Mstep: Class 11 contains 30055 members 
Mstep: Class 13 contains 37057 members 
Mstep: Class 14 contains 58094 members 
Mstep: Class 15 contains 30624 members 
Mstep: Class 16 contains 5170 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173799 members 
Mstep: Class 20 contains 48817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832264.000000 Penalty: 25233.794922
Iteration 112Q: 13 clusters Score -2.083226e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14552 members 
Mstep: Class 5 contains 8928 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 9 contains 3890 members 
Mstep: Class 11 contains 30046 members 
Mstep: Class 13 contains 37119 members 
Mstep: Class 14 contains 58084 members 
Mstep: Class 15 contains 30620 members 
Mstep: Class 16 contains 5156 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173781 members 
Mstep: Class 20 contains 48823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832224.000000 Penalty: 25233.794922
Iteration 113Q: 13 clusters Score -2.083222e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14550 members 
Mstep: Class 5 contains 8927 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 9 contains 3886 members 
Mstep: Class 11 contains 30042 members 
Mstep: Class 13 contains 37194 members 
Mstep: Class 14 contains 58078 members 
Mstep: Class 15 contains 30616 members 
Mstep: Class 16 contains 5148 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173739 members 
Mstep: Class 20 contains 48823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832254.000000 Penalty: 25233.794922
Iteration 114Q: 13 clusters Score -2.083225e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14549 members 
Mstep: Class 5 contains 8925 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 9 contains 3882 members 
Mstep: Class 11 contains 30031 members 
Mstep: Class 13 contains 37279 members 
Mstep: Class 14 contains 58070 members 
Mstep: Class 15 contains 30612 members 
Mstep: Class 16 contains 5144 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173699 members 
Mstep: Class 20 contains 48823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832280.000000 Penalty: 25233.794922
Iteration 115Q: 13 clusters Score -2.083228e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14547 members 
Mstep: Class 5 contains 8924 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 9 contains 3882 members 
Mstep: Class 11 contains 30021 members 
Mstep: Class 13 contains 37335 members 
Mstep: Class 14 contains 58060 members 
Mstep: Class 15 contains 30610 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173676 members 
Mstep: Class 20 contains 48822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832270.000000 Penalty: 25233.794922
Iteration 116Q: 13 clusters Score -2.083227e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14546 members 
Mstep: Class 5 contains 8925 members 
Mstep: Class 7 contains 3422 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 11 contains 30017 members 
Mstep: Class 13 contains 37387 members 
Mstep: Class 14 contains 58054 members 
Mstep: Class 15 contains 30612 members 
Mstep: Class 16 contains 5136 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173641 members 
Mstep: Class 20 contains 48825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832272.000000 Penalty: 25233.794922
Iteration 117Q: 13 clusters Score -2.083227e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14544 members 
Mstep: Class 5 contains 8929 members 
Mstep: Class 7 contains 3420 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 11 contains 30012 members 
Mstep: Class 13 contains 37433 members 
Mstep: Class 14 contains 58047 members 
Mstep: Class 15 contains 30610 members 
Mstep: Class 16 contains 5127 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173618 members 
Mstep: Class 20 contains 48825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832280.000000 Penalty: 25233.794922
Iteration 118Q: 13 clusters Score -2.083228e+07 nChanged 110
Entering ConstructFrom: 
Score: -20832280.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (14539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Entering Unmasked Estep 
Score: -770116.937500 Penalty: 1557.495850
	Iteration 0F: 2 clusters Score -770116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -759989.812500 Penalty: 3114.991699
	Iteration 0F: 3 clusters Score -759989.8 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -763348.312500 Penalty: 3114.991699
	Iteration 1F: 3 clusters Score -763348.3 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -763681.750000 Penalty: 3114.991699
	Iteration 2F: 3 clusters Score -763681.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -764024.562500 Penalty: 3114.991699
	Iteration 3Q: 3 clusters Score -764024.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -764457.562500 Penalty: 3114.991699
	Iteration 4Q: 3 clusters Score -764457.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -764904.187500 Penalty: 3114.991699
	Iteration 5F: 3 clusters Score -764904.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -765362.625000 Penalty: 3114.991699
	Iteration 6Q: 3 clusters Score -765362.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -765831.000000 Penalty: 3114.991699
	Iteration 7Q: 3 clusters Score -765831 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -766320.312500 Penalty: 3114.991699
	Iteration 8Q: 3 clusters Score -766320.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -766763.187500 Penalty: 3114.991699
	Iteration 9Q: 3 clusters Score -766763.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -767177.437500 Penalty: 3114.991699
	Iteration 10Q: 3 clusters Score -767177.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -767546.125000 Penalty: 3114.991699
	Iteration 11Q: 3 clusters Score -767546.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -767886.375000 Penalty: 3114.991699
	Iteration 12Q: 3 clusters Score -767886.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -768132.562500 Penalty: 3114.991699
	Iteration 13Q: 3 clusters Score -768132.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -768300.500000 Penalty: 3114.991699
	Iteration 14Q: 3 clusters Score -768300.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -768425.875000 Penalty: 3114.991699
	Iteration 15Q: 3 clusters Score -768425.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -768524.625000 Penalty: 3114.991699
	Iteration 16Q: 3 clusters Score -768524.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -768600.562500 Penalty: 3114.991699
	Iteration 17Q: 3 clusters Score -768600.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -768658.000000 Penalty: 3114.991699
	Iteration 18Q: 3 clusters Score -768658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -768702.125000 Penalty: 3114.991699
	Iteration 19Q: 3 clusters Score -768702.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -768739.625000 Penalty: 3114.991699
	Iteration 20F: 3 clusters Score -768739.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -768764.312500 Penalty: 3114.991699
	Iteration 21Q: 3 clusters Score -768764.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -768784.687500 Penalty: 3114.991699
	Iteration 22Q: 3 clusters Score -768784.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -768799.750000 Penalty: 3114.991699
	Iteration 23Q: 3 clusters Score -768799.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -768801.375000 Penalty: 3114.991699
	Iteration 24Q: 3 clusters Score -768801.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -768806.000000 Penalty: 3114.991699
	Iteration 25Q: 3 clusters Score -768806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -768809.250000 Penalty: 3114.991699
	Iteration 26Q: 3 clusters Score -768809.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -768811.062500 Penalty: 3114.991699
	Iteration 27Q: 3 clusters Score -768811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -768819.500000 Penalty: 3114.991699
	Iteration 28Q: 3 clusters Score -768819.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -768823.625000 Penalty: 3114.991699
	Iteration 29Q: 3 clusters Score -768823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -768827.062500 Penalty: 3114.991699
	Iteration 30Q: 3 clusters Score -768827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -768827.562500 Penalty: 3114.991699
	Iteration 31Q: 3 clusters Score -768827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -768830.625000 Penalty: 3114.991699
	Iteration 32Q: 3 clusters Score -768830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -768833.562500 Penalty: 3114.991699
	Iteration 33Q: 3 clusters Score -768833.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -768837.812500 Penalty: 3114.991699
	Iteration 34Q: 3 clusters Score -768837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -768840.312500 Penalty: 3114.991699
	Iteration 35Q: 3 clusters Score -768840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -768844.062500 Penalty: 3114.991699
	Iteration 36Q: 3 clusters Score -768844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -768846.625000 Penalty: 3114.991699
	Iteration 37Q: 3 clusters Score -768846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -768849.500000 Penalty: 3114.991699
	Iteration 38Q: 3 clusters Score -768849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -768851.437500 Penalty: 3114.991699
	Iteration 39Q: 3 clusters Score -768851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -768852.875000 Penalty: 3114.991699
	Iteration 40F: 3 clusters Score -768852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -768853.750000 Penalty: 3114.991699
	Iteration 41Q: 3 clusters Score -768853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -768854.500000 Penalty: 3114.991699
	Iteration 42Q: 3 clusters Score -768854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -768854.500000 Penalty: 3114.991699
	Iteration 43F: 3 clusters Score -768854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Entering Unmasked Estep 
Score: -431813.093750 Penalty: 1478.254028
	Iteration 0F: 2 clusters Score -431813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -425325.281250 Penalty: 2956.508057
	Iteration 0F: 3 clusters Score -425325.3 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -427707.281250 Penalty: 2956.508057
	Iteration 1F: 3 clusters Score -427707.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -428465.468750 Penalty: 2956.508057
	Iteration 2F: 3 clusters Score -428465.5 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -429292.781250 Penalty: 2956.508057
	Iteration 3F: 3 clusters Score -429292.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -430099.437500 Penalty: 2956.508057
	Iteration 4F: 3 clusters Score -430099.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -430759.406250 Penalty: 2956.508057
	Iteration 5F: 3 clusters Score -430759.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -431143.718750 Penalty: 2956.508057
	Iteration 6F: 3 clusters Score -431143.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -431344.125000 Penalty: 2956.508057
	Iteration 7Q: 3 clusters Score -431344.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -431425.718750 Penalty: 2956.508057
	Iteration 8Q: 3 clusters Score -431425.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -431462.593750 Penalty: 2956.508057
	Iteration 9Q: 3 clusters Score -431462.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -431481.843750 Penalty: 2956.508057
	Iteration 10Q: 3 clusters Score -431481.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -431494.500000 Penalty: 2956.508057
	Iteration 11Q: 3 clusters Score -431494.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -431500.375000 Penalty: 2956.508057
	Iteration 12Q: 3 clusters Score -431500.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -431505.906250 Penalty: 2956.508057
	Iteration 13Q: 3 clusters Score -431505.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -431509.218750 Penalty: 2956.508057
	Iteration 14Q: 3 clusters Score -431509.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -431511.187500 Penalty: 2956.508057
	Iteration 15Q: 3 clusters Score -431511.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -431512.812500 Penalty: 2956.508057
	Iteration 16Q: 3 clusters Score -431512.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -431515.937500 Penalty: 2956.508057
	Iteration 17Q: 3 clusters Score -431515.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -431517.937500 Penalty: 2956.508057
	Iteration 18Q: 3 clusters Score -431517.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -431520.531250 Penalty: 2956.508057
	Iteration 19Q: 3 clusters Score -431520.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -431523.906250 Penalty: 2956.508057
	Iteration 20F: 3 clusters Score -431523.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -431524.875000 Penalty: 2956.508057
	Iteration 21Q: 3 clusters Score -431524.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -431527.812500 Penalty: 2956.508057
	Iteration 22Q: 3 clusters Score -431527.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -431530.656250 Penalty: 2956.508057
	Iteration 23Q: 3 clusters Score -431530.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -431531.781250 Penalty: 2956.508057
	Iteration 24Q: 3 clusters Score -431531.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -431534.937500 Penalty: 2956.508057
	Iteration 25Q: 3 clusters Score -431534.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -431535.468750 Penalty: 2956.508057
	Iteration 26Q: 3 clusters Score -431535.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -431538.625000 Penalty: 2956.508057
	Iteration 27Q: 3 clusters Score -431538.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -431539.906250 Penalty: 2956.508057
	Iteration 28Q: 3 clusters Score -431539.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -431542.406250 Penalty: 2956.508057
	Iteration 29Q: 3 clusters Score -431542.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -431544.468750 Penalty: 2956.508057
	Iteration 30Q: 3 clusters Score -431544.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -431548.625000 Penalty: 2956.508057
	Iteration 31Q: 3 clusters Score -431548.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -431552.656250 Penalty: 2956.508057
	Iteration 32Q: 3 clusters Score -431552.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -431555.218750 Penalty: 2956.508057
	Iteration 33Q: 3 clusters Score -431555.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -431556.562500 Penalty: 2956.508057
	Iteration 34Q: 3 clusters Score -431556.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -431558.875000 Penalty: 2956.508057
	Iteration 35Q: 3 clusters Score -431558.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -431559.656250 Penalty: 2956.508057
	Iteration 36Q: 3 clusters Score -431559.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -431561.468750 Penalty: 2956.508057
	Iteration 37Q: 3 clusters Score -431561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -431561.187500 Penalty: 2956.508057
	Iteration 38Q: 3 clusters Score -431561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -431561.093750 Penalty: 2956.508057
	Iteration 39Q: 3 clusters Score -431561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -431560.656250 Penalty: 2956.508057
	Iteration 40F: 3 clusters Score -431560.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Entering Unmasked Estep 
Score: -184163.000000 Penalty: 1322.041504
	Iteration 0F: 2 clusters Score -184163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -181193.484375 Penalty: 2644.083008
	Iteration 0F: 3 clusters Score -181193.5 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -181945.906250 Penalty: 2644.083008
	Iteration 1F: 3 clusters Score -181945.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -182056.187500 Penalty: 2644.083008
	Iteration 2F: 3 clusters Score -182056.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -182114.421875 Penalty: 2644.083008
	Iteration 3Q: 3 clusters Score -182114.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -182153.171875 Penalty: 2644.083008
	Iteration 4Q: 3 clusters Score -182153.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -182192.906250 Penalty: 2644.083008
	Iteration 5Q: 3 clusters Score -182192.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -182219.125000 Penalty: 2644.083008
	Iteration 6Q: 3 clusters Score -182219.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -182246.218750 Penalty: 2644.083008
	Iteration 7Q: 3 clusters Score -182246.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -182273.109375 Penalty: 2644.083008
	Iteration 8Q: 3 clusters Score -182273.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -182288.078125 Penalty: 2644.083008
	Iteration 9Q: 3 clusters Score -182288.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -182298.468750 Penalty: 2644.083008
	Iteration 10Q: 3 clusters Score -182298.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -182307.484375 Penalty: 2644.083008
	Iteration 11Q: 3 clusters Score -182307.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -182316.828125 Penalty: 2644.083008
	Iteration 12Q: 3 clusters Score -182316.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -182326.687500 Penalty: 2644.083008
	Iteration 13Q: 3 clusters Score -182326.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -182335.343750 Penalty: 2644.083008
	Iteration 14Q: 3 clusters Score -182335.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -182343.828125 Penalty: 2644.083008
	Iteration 15Q: 3 clusters Score -182343.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -182349.609375 Penalty: 2644.083008
	Iteration 16Q: 3 clusters Score -182349.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -182356.593750 Penalty: 2644.083008
	Iteration 17Q: 3 clusters Score -182356.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -182365.062500 Penalty: 2644.083008
	Iteration 18Q: 3 clusters Score -182365.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -182370.796875 Penalty: 2644.083008
	Iteration 19Q: 3 clusters Score -182370.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -182374.562500 Penalty: 2644.083008
	Iteration 20F: 3 clusters Score -182374.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -182378.234375 Penalty: 2644.083008
	Iteration 21Q: 3 clusters Score -182378.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -182384.531250 Penalty: 2644.083008
	Iteration 22Q: 3 clusters Score -182384.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -182389.390625 Penalty: 2644.083008
	Iteration 23Q: 3 clusters Score -182389.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -182393.500000 Penalty: 2644.083008
	Iteration 24Q: 3 clusters Score -182393.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -182399.531250 Penalty: 2644.083008
	Iteration 25Q: 3 clusters Score -182399.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -182405.500000 Penalty: 2644.083008
	Iteration 26Q: 3 clusters Score -182405.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -182411.000000 Penalty: 2644.083008
	Iteration 27Q: 3 clusters Score -182411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -182417.093750 Penalty: 2644.083008
	Iteration 28Q: 3 clusters Score -182417.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -182420.671875 Penalty: 2644.083008
	Iteration 29Q: 3 clusters Score -182420.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -182424.609375 Penalty: 2644.083008
	Iteration 30Q: 3 clusters Score -182424.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -182430.703125 Penalty: 2644.083008
	Iteration 31Q: 3 clusters Score -182430.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -182435.281250 Penalty: 2644.083008
	Iteration 32Q: 3 clusters Score -182435.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -182441.968750 Penalty: 2644.083008
	Iteration 33Q: 3 clusters Score -182442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -182448.187500 Penalty: 2644.083008
	Iteration 34Q: 3 clusters Score -182448.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -182455.234375 Penalty: 2644.083008
	Iteration 35Q: 3 clusters Score -182455.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -182463.093750 Penalty: 2644.083008
	Iteration 36Q: 3 clusters Score -182463.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -182471.890625 Penalty: 2644.083008
	Iteration 37Q: 3 clusters Score -182471.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -182479.093750 Penalty: 2644.083008
	Iteration 38Q: 3 clusters Score -182479.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -182483.875000 Penalty: 2644.083008
	Iteration 39Q: 3 clusters Score -182483.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -182488.562500 Penalty: 2644.083008
	Iteration 40F: 3 clusters Score -182488.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -182494.796875 Penalty: 2644.083008
	Iteration 41Q: 3 clusters Score -182494.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -182506.953125 Penalty: 2644.083008
	Iteration 42Q: 3 clusters Score -182507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -182522.406250 Penalty: 2644.083008
	Iteration 43Q: 3 clusters Score -182522.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -182537.390625 Penalty: 2644.083008
	Iteration 44Q: 3 clusters Score -182537.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -182549.000000 Penalty: 2644.083008
	Iteration 45Q: 3 clusters Score -182549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -182563.015625 Penalty: 2644.083008
	Iteration 46Q: 3 clusters Score -182563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -182585.171875 Penalty: 2644.083008
	Iteration 47Q: 3 clusters Score -182585.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -182605.312500 Penalty: 2644.083008
	Iteration 48Q: 3 clusters Score -182605.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -182620.796875 Penalty: 2644.083008
	Iteration 49Q: 3 clusters Score -182620.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -182640.703125 Penalty: 2644.083008
	Iteration 50Q: 3 clusters Score -182640.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -182660.078125 Penalty: 2644.083008
	Iteration 51Q: 3 clusters Score -182660.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -182684.078125 Penalty: 2644.083008
	Iteration 52Q: 3 clusters Score -182684.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -182704.765625 Penalty: 2644.083008
	Iteration 53Q: 3 clusters Score -182704.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -182724.390625 Penalty: 2644.083008
	Iteration 54Q: 3 clusters Score -182724.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -182738.921875 Penalty: 2644.083008
	Iteration 55Q: 3 clusters Score -182738.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -182756.484375 Penalty: 2644.083008
	Iteration 56Q: 3 clusters Score -182756.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -182773.328125 Penalty: 2644.083008
	Iteration 57Q: 3 clusters Score -182773.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -182797.250000 Penalty: 2644.083008
	Iteration 58Q: 3 clusters Score -182797.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -182817.140625 Penalty: 2644.083008
	Iteration 59Q: 3 clusters Score -182817.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -182844.031250 Penalty: 2644.083008
	Iteration 60F: 3 clusters Score -182844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -182874.562500 Penalty: 2644.083008
	Iteration 61Q: 3 clusters Score -182874.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -182900.953125 Penalty: 2644.083008
	Iteration 62Q: 3 clusters Score -182901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -182921.171875 Penalty: 2644.083008
	Iteration 63Q: 3 clusters Score -182921.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -182931.453125 Penalty: 2644.083008
	Iteration 64Q: 3 clusters Score -182931.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -182945.546875 Penalty: 2644.083008
	Iteration 65Q: 3 clusters Score -182945.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -182957.765625 Penalty: 2644.083008
	Iteration 66Q: 3 clusters Score -182957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -182966.531250 Penalty: 2644.083008
	Iteration 67Q: 3 clusters Score -182966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -182972.281250 Penalty: 2644.083008
	Iteration 68Q: 3 clusters Score -182972.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -182978.500000 Penalty: 2644.083008
	Iteration 69Q: 3 clusters Score -182978.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -182984.296875 Penalty: 2644.083008
	Iteration 70Q: 3 clusters Score -182984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -182986.375000 Penalty: 2644.083008
	Iteration 71Q: 3 clusters Score -182986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -182987.109375 Penalty: 2644.083008
	Iteration 72Q: 3 clusters Score -182987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -182988.906250 Penalty: 2644.083008
	Iteration 73Q: 3 clusters Score -182988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -182989.656250 Penalty: 2644.083008
	Iteration 74Q: 3 clusters Score -182989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -182990.593750 Penalty: 2644.083008
	Iteration 75Q: 3 clusters Score -182990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -182991.562500 Penalty: 2644.083008
	Iteration 76Q: 3 clusters Score -182991.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -182991.562500 Penalty: 2644.083008
	Iteration 77F: 3 clusters Score -182991.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -206710.781250 Penalty: 1342.707764
	Iteration 0F: 2 clusters Score -206710.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -203399.656250 Penalty: 2685.415527
	Iteration 0F: 3 clusters Score -203399.7 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -204268.562500 Penalty: 2685.415527
	Iteration 1F: 3 clusters Score -204268.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -204482.453125 Penalty: 2685.415527
	Iteration 2F: 3 clusters Score -204482.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -204632.437500 Penalty: 2685.415527
	Iteration 3F: 3 clusters Score -204632.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -204743.906250 Penalty: 2685.415527
	Iteration 4F: 3 clusters Score -204743.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -204817.125000 Penalty: 2685.415527
	Iteration 5Q: 3 clusters Score -204817.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -204882.812500 Penalty: 2685.415527
	Iteration 6Q: 3 clusters Score -204882.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -204946.937500 Penalty: 2685.415527
	Iteration 7Q: 3 clusters Score -204946.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -205013.125000 Penalty: 2685.415527
	Iteration 8Q: 3 clusters Score -205013.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -205076.421875 Penalty: 2685.415527
	Iteration 9Q: 3 clusters Score -205076.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -205144.890625 Penalty: 2685.415527
	Iteration 10Q: 3 clusters Score -205144.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -205201.187500 Penalty: 2685.415527
	Iteration 11Q: 3 clusters Score -205201.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -205248.156250 Penalty: 2685.415527
	Iteration 12Q: 3 clusters Score -205248.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -205293.484375 Penalty: 2685.415527
	Iteration 13Q: 3 clusters Score -205293.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -205337.546875 Penalty: 2685.415527
	Iteration 14Q: 3 clusters Score -205337.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -205372.656250 Penalty: 2685.415527
	Iteration 15Q: 3 clusters Score -205372.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -205399.171875 Penalty: 2685.415527
	Iteration 16Q: 3 clusters Score -205399.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -205419.484375 Penalty: 2685.415527
	Iteration 17Q: 3 clusters Score -205419.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -205438.921875 Penalty: 2685.415527
	Iteration 18Q: 3 clusters Score -205438.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -205459.734375 Penalty: 2685.415527
	Iteration 19Q: 3 clusters Score -205459.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -205476.765625 Penalty: 2685.415527
	Iteration 20F: 3 clusters Score -205476.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -205493.093750 Penalty: 2685.415527
	Iteration 21Q: 3 clusters Score -205493.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -205507.453125 Penalty: 2685.415527
	Iteration 22Q: 3 clusters Score -205507.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -205521.750000 Penalty: 2685.415527
	Iteration 23Q: 3 clusters Score -205521.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -205536.500000 Penalty: 2685.415527
	Iteration 24Q: 3 clusters Score -205536.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -205541.703125 Penalty: 2685.415527
	Iteration 25Q: 3 clusters Score -205541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -205543.718750 Penalty: 2685.415527
	Iteration 26Q: 3 clusters Score -205543.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -205547.671875 Penalty: 2685.415527
	Iteration 27Q: 3 clusters Score -205547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -205549.687500 Penalty: 2685.415527
	Iteration 28Q: 3 clusters Score -205549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -205552.875000 Penalty: 2685.415527
	Iteration 29Q: 3 clusters Score -205552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -205554.625000 Penalty: 2685.415527
	Iteration 30Q: 3 clusters Score -205554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -205556.500000 Penalty: 2685.415527
	Iteration 31Q: 3 clusters Score -205556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -205556.500000 Penalty: 2685.415527
	Iteration 32F: 3 clusters Score -205556.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Entering Unmasked Estep 
Score: -1578395.750000 Penalty: 1675.231934
	Iteration 0F: 2 clusters Score -1578396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1558249.250000 Penalty: 3350.463867
	Iteration 0F: 3 clusters Score -1558249 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1565694.000000 Penalty: 3350.463867
	Iteration 1F: 3 clusters Score -1565694 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1566052.750000 Penalty: 3350.463867
	Iteration 2Q: 3 clusters Score -1566053 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1566439.375000 Penalty: 3350.463867
	Iteration 3Q: 3 clusters Score -1566439 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1566870.375000 Penalty: 3350.463867
	Iteration 4Q: 3 clusters Score -1566870 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1567405.375000 Penalty: 3350.463867
	Iteration 5Q: 3 clusters Score -1567405 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1568138.625000 Penalty: 3350.463867
	Iteration 6Q: 3 clusters Score -1568139 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1569049.875000 Penalty: 3350.463867
	Iteration 7Q: 3 clusters Score -1569050 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1570115.750000 Penalty: 3350.463867
	Iteration 8F: 3 clusters Score -1570116 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1571378.250000 Penalty: 3350.463867
	Iteration 9F: 3 clusters Score -1571378 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1572525.875000 Penalty: 3350.463867
	Iteration 10F: 3 clusters Score -1572526 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1573378.875000 Penalty: 3350.463867
	Iteration 11Q: 3 clusters Score -1573379 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1573857.875000 Penalty: 3350.463867
	Iteration 12Q: 3 clusters Score -1573858 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1574121.250000 Penalty: 3350.463867
	Iteration 13Q: 3 clusters Score -1574121 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1574298.250000 Penalty: 3350.463867
	Iteration 14Q: 3 clusters Score -1574298 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1574475.375000 Penalty: 3350.463867
	Iteration 15Q: 3 clusters Score -1574475 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1574675.000000 Penalty: 3350.463867
	Iteration 16Q: 3 clusters Score -1574675 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1574854.875000 Penalty: 3350.463867
	Iteration 17Q: 3 clusters Score -1574855 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1575031.000000 Penalty: 3350.463867
	Iteration 18Q: 3 clusters Score -1575031 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1575216.375000 Penalty: 3350.463867
	Iteration 19Q: 3 clusters Score -1575216 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1575400.375000 Penalty: 3350.463867
	Iteration 20F: 3 clusters Score -1575400 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1575547.000000 Penalty: 3350.463867
	Iteration 21Q: 3 clusters Score -1575547 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1575671.500000 Penalty: 3350.463867
	Iteration 22Q: 3 clusters Score -1575672 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1575783.250000 Penalty: 3350.463867
	Iteration 23Q: 3 clusters Score -1575783 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1575915.375000 Penalty: 3350.463867
	Iteration 24Q: 3 clusters Score -1575915 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1576022.500000 Penalty: 3350.463867
	Iteration 25Q: 3 clusters Score -1576022 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1576128.375000 Penalty: 3350.463867
	Iteration 26Q: 3 clusters Score -1576128 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1576215.000000 Penalty: 3350.463867
	Iteration 27Q: 3 clusters Score -1576215 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1576285.500000 Penalty: 3350.463867
	Iteration 28Q: 3 clusters Score -1576286 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1576367.750000 Penalty: 3350.463867
	Iteration 29Q: 3 clusters Score -1576368 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1576438.625000 Penalty: 3350.463867
	Iteration 30Q: 3 clusters Score -1576439 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1576508.125000 Penalty: 3350.463867
	Iteration 31Q: 3 clusters Score -1576508 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1576572.375000 Penalty: 3350.463867
	Iteration 32Q: 3 clusters Score -1576572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1576615.500000 Penalty: 3350.463867
	Iteration 33Q: 3 clusters Score -1576616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1576649.125000 Penalty: 3350.463867
	Iteration 34Q: 3 clusters Score -1576649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1576685.125000 Penalty: 3350.463867
	Iteration 35Q: 3 clusters Score -1576685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1576709.625000 Penalty: 3350.463867
	Iteration 36Q: 3 clusters Score -1576710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1576732.875000 Penalty: 3350.463867
	Iteration 37Q: 3 clusters Score -1576733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1576753.500000 Penalty: 3350.463867
	Iteration 38Q: 3 clusters Score -1576754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1576770.500000 Penalty: 3350.463867
	Iteration 39Q: 3 clusters Score -1576770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1576794.250000 Penalty: 3350.463867
	Iteration 40F: 3 clusters Score -1576794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1576810.500000 Penalty: 3350.463867
	Iteration 41Q: 3 clusters Score -1576810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1576828.875000 Penalty: 3350.463867
	Iteration 42Q: 3 clusters Score -1576829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1576847.750000 Penalty: 3350.463867
	Iteration 43Q: 3 clusters Score -1576848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1576872.375000 Penalty: 3350.463867
	Iteration 44Q: 3 clusters Score -1576872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1576897.500000 Penalty: 3350.463867
	Iteration 45Q: 3 clusters Score -1576898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1576916.250000 Penalty: 3350.463867
	Iteration 46Q: 3 clusters Score -1576916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1576931.875000 Penalty: 3350.463867
	Iteration 47Q: 3 clusters Score -1576932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1576938.000000 Penalty: 3350.463867
	Iteration 48Q: 3 clusters Score -1576938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1576948.000000 Penalty: 3350.463867
	Iteration 49Q: 3 clusters Score -1576948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1576956.125000 Penalty: 3350.463867
	Iteration 50Q: 3 clusters Score -1576956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1576962.125000 Penalty: 3350.463867
	Iteration 51Q: 3 clusters Score -1576962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1576967.375000 Penalty: 3350.463867
	Iteration 52Q: 3 clusters Score -1576967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1576969.375000 Penalty: 3350.463867
	Iteration 53Q: 3 clusters Score -1576969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1576972.750000 Penalty: 3350.463867
	Iteration 54Q: 3 clusters Score -1576973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1576971.750000 Penalty: 3350.463867
	Iteration 55Q: 3 clusters Score -1576972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1576973.750000 Penalty: 3350.463867
	Iteration 56Q: 3 clusters Score -1576974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1576973.500000 Penalty: 3350.463867
	Iteration 57Q: 3 clusters Score -1576974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1576975.000000 Penalty: 3350.463867
	Iteration 58Q: 3 clusters Score -1576975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1576975.625000 Penalty: 3350.463867
	Iteration 59Q: 3 clusters Score -1576976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1576977.375000 Penalty: 3350.463867
	Iteration 60F: 3 clusters Score -1576977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1576977.125000 Penalty: 3350.463867
	Iteration 61Q: 3 clusters Score -1576977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1576977.125000 Penalty: 3350.463867
	Iteration 62F: 3 clusters Score -1576977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Entering Unmasked Estep 
Score: -1943276.875000 Penalty: 1711.352905
	Iteration 0F: 2 clusters Score -1943277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1918143.250000 Penalty: 3422.705811
	Iteration 0F: 3 clusters Score -1918143 nChanged 17259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -1927598.625000 Penalty: 3422.705811
	Iteration 1F: 3 clusters Score -1927599 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -1927904.500000 Penalty: 3422.705811
	Iteration 2Q: 3 clusters Score -1927904 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1928204.625000 Penalty: 3422.705811
	Iteration 3Q: 3 clusters Score -1928205 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1928486.250000 Penalty: 3422.705811
	Iteration 4Q: 3 clusters Score -1928486 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1928860.375000 Penalty: 3422.705811
	Iteration 5Q: 3 clusters Score -1928860 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1929393.625000 Penalty: 3422.705811
	Iteration 6Q: 3 clusters Score -1929394 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1930288.750000 Penalty: 3422.705811
	Iteration 7Q: 3 clusters Score -1930289 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1931820.125000 Penalty: 3422.705811
	Iteration 8F: 3 clusters Score -1931820 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1934165.875000 Penalty: 3422.705811
	Iteration 9F: 3 clusters Score -1934166 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1936907.625000 Penalty: 3422.705811
	Iteration 10F: 3 clusters Score -1936908 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1939046.625000 Penalty: 3422.705811
	Iteration 11F: 3 clusters Score -1939047 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1940285.500000 Penalty: 3422.705811
	Iteration 12Q: 3 clusters Score -1940286 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1941032.375000 Penalty: 3422.705811
	Iteration 13Q: 3 clusters Score -1941032 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1941477.500000 Penalty: 3422.705811
	Iteration 14Q: 3 clusters Score -1941478 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1941748.000000 Penalty: 3422.705811
	Iteration 15Q: 3 clusters Score -1941748 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1941929.500000 Penalty: 3422.705811
	Iteration 16Q: 3 clusters Score -1941930 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1942038.750000 Penalty: 3422.705811
	Iteration 17Q: 3 clusters Score -1942039 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1942118.500000 Penalty: 3422.705811
	Iteration 18Q: 3 clusters Score -1942118 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1942185.000000 Penalty: 3422.705811
	Iteration 19Q: 3 clusters Score -1942185 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1942237.250000 Penalty: 3422.705811
	Iteration 20F: 3 clusters Score -1942237 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1942276.375000 Penalty: 3422.705811
	Iteration 21Q: 3 clusters Score -1942276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1942298.125000 Penalty: 3422.705811
	Iteration 22Q: 3 clusters Score -1942298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1942315.500000 Penalty: 3422.705811
	Iteration 23Q: 3 clusters Score -1942316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1942326.750000 Penalty: 3422.705811
	Iteration 24Q: 3 clusters Score -1942327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1942334.875000 Penalty: 3422.705811
	Iteration 25Q: 3 clusters Score -1942335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1942337.125000 Penalty: 3422.705811
	Iteration 26Q: 3 clusters Score -1942337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1942340.375000 Penalty: 3422.705811
	Iteration 27Q: 3 clusters Score -1942340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1942342.125000 Penalty: 3422.705811
	Iteration 28Q: 3 clusters Score -1942342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1942347.375000 Penalty: 3422.705811
	Iteration 29Q: 3 clusters Score -1942347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1942347.125000 Penalty: 3422.705811
	Iteration 30Q: 3 clusters Score -1942347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1942348.125000 Penalty: 3422.705811
	Iteration 31Q: 3 clusters Score -1942348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1942344.500000 Penalty: 3422.705811
	Iteration 32Q: 3 clusters Score -1942344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1942349.875000 Penalty: 3422.705811
	Iteration 33Q: 3 clusters Score -1942350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1942350.375000 Penalty: 3422.705811
	Iteration 34Q: 3 clusters Score -1942350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1942353.375000 Penalty: 3422.705811
	Iteration 35Q: 3 clusters Score -1942353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1942351.250000 Penalty: 3422.705811
	Iteration 36Q: 3 clusters Score -1942351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1942353.000000 Penalty: 3422.705811
	Iteration 37Q: 3 clusters Score -1942353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1942351.250000 Penalty: 3422.705811
	Iteration 38Q: 3 clusters Score -1942351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1942353.000000 Penalty: 3422.705811
	Iteration 39Q: 3 clusters Score -1942353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1942350.625000 Penalty: 3422.705811
	Iteration 40F: 3 clusters Score -1942351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1942354.250000 Penalty: 3422.705811
	Iteration 41Q: 3 clusters Score -1942354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1942353.250000 Penalty: 3422.705811
	Iteration 42Q: 3 clusters Score -1942353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1942348.875000 Penalty: 3422.705811
	Iteration 43Q: 3 clusters Score -1942349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1942352.375000 Penalty: 3422.705811
	Iteration 44Q: 3 clusters Score -1942352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1942355.000000 Penalty: 3422.705811
	Iteration 45Q: 3 clusters Score -1942355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1942353.375000 Penalty: 3422.705811
	Iteration 46Q: 3 clusters Score -1942353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1942354.250000 Penalty: 3422.705811
	Iteration 47Q: 3 clusters Score -1942354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1942353.125000 Penalty: 3422.705811
	Iteration 48Q: 3 clusters Score -1942353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1942354.875000 Penalty: 3422.705811
	Iteration 49Q: 3 clusters Score -1942355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1942354.875000 Penalty: 3422.705811
	Iteration 50F: 3 clusters Score -1942355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Entering Unmasked Estep 
Score: -3055990.750000 Penalty: 1782.447021
	Iteration 0F: 2 clusters Score -3055991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3017113.500000 Penalty: 3564.894043
	Iteration 0F: 3 clusters Score -3017114 nChanged 27464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3032812.250000 Penalty: 3564.894043
	Iteration 1F: 3 clusters Score -3032812 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3033376.000000 Penalty: 3564.894043
	Iteration 2Q: 3 clusters Score -3033376 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -3034045.500000 Penalty: 3564.894043
	Iteration 3Q: 3 clusters Score -3034046 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -3034876.000000 Penalty: 3564.894043
	Iteration 4Q: 3 clusters Score -3034876 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -3036068.250000 Penalty: 3564.894043
	Iteration 5Q: 3 clusters Score -3036068 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -3037784.500000 Penalty: 3564.894043
	Iteration 6F: 3 clusters Score -3037784 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -3040162.750000 Penalty: 3564.894043
	Iteration 7F: 3 clusters Score -3040163 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -3043049.500000 Penalty: 3564.894043
	Iteration 8F: 3 clusters Score -3043050 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -3045863.000000 Penalty: 3564.894043
	Iteration 9F: 3 clusters Score -3045863 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -3047961.000000 Penalty: 3564.894043
	Iteration 10Q: 3 clusters Score -3047961 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -3049270.750000 Penalty: 3564.894043
	Iteration 11Q: 3 clusters Score -3049271 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -3050111.750000 Penalty: 3564.894043
	Iteration 12Q: 3 clusters Score -3050112 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -3050683.250000 Penalty: 3564.894043
	Iteration 13Q: 3 clusters Score -3050683 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -3051147.500000 Penalty: 3564.894043
	Iteration 14Q: 3 clusters Score -3051148 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -3051554.250000 Penalty: 3564.894043
	Iteration 15Q: 3 clusters Score -3051554 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -3051944.500000 Penalty: 3564.894043
	Iteration 16Q: 3 clusters Score -3051944 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -3052306.500000 Penalty: 3564.894043
	Iteration 17Q: 3 clusters Score -3052306 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -3052637.000000 Penalty: 3564.894043
	Iteration 18Q: 3 clusters Score -3052637 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -3052895.750000 Penalty: 3564.894043
	Iteration 19Q: 3 clusters Score -3052896 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -3053125.250000 Penalty: 3564.894043
	Iteration 20F: 3 clusters Score -3053125 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -3053346.500000 Penalty: 3564.894043
	Iteration 21Q: 3 clusters Score -3053346 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -3053535.500000 Penalty: 3564.894043
	Iteration 22Q: 3 clusters Score -3053536 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -3053681.500000 Penalty: 3564.894043
	Iteration 23Q: 3 clusters Score -3053682 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -3053809.500000 Penalty: 3564.894043
	Iteration 24Q: 3 clusters Score -3053810 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -3053914.000000 Penalty: 3564.894043
	Iteration 25Q: 3 clusters Score -3053914 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -3053971.500000 Penalty: 3564.894043
	Iteration 26Q: 3 clusters Score -3053972 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -3054031.500000 Penalty: 3564.894043
	Iteration 27Q: 3 clusters Score -3054032 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -3054082.000000 Penalty: 3564.894043
	Iteration 28Q: 3 clusters Score -3054082 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -3054119.500000 Penalty: 3564.894043
	Iteration 29Q: 3 clusters Score -3054120 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -3054159.500000 Penalty: 3564.894043
	Iteration 30Q: 3 clusters Score -3054160 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -3054196.750000 Penalty: 3564.894043
	Iteration 31Q: 3 clusters Score -3054197 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -3054222.000000 Penalty: 3564.894043
	Iteration 32Q: 3 clusters Score -3054222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -3054251.250000 Penalty: 3564.894043
	Iteration 33Q: 3 clusters Score -3054251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -3054275.750000 Penalty: 3564.894043
	Iteration 34Q: 3 clusters Score -3054276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -3054298.250000 Penalty: 3564.894043
	Iteration 35Q: 3 clusters Score -3054298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -3054320.750000 Penalty: 3564.894043
	Iteration 36Q: 3 clusters Score -3054321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -3054341.250000 Penalty: 3564.894043
	Iteration 37Q: 3 clusters Score -3054341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -3054355.250000 Penalty: 3564.894043
	Iteration 38Q: 3 clusters Score -3054355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -3054360.500000 Penalty: 3564.894043
	Iteration 39Q: 3 clusters Score -3054360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -3054371.250000 Penalty: 3564.894043
	Iteration 40F: 3 clusters Score -3054371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -3054379.500000 Penalty: 3564.894043
	Iteration 41Q: 3 clusters Score -3054380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -3054393.250000 Penalty: 3564.894043
	Iteration 42Q: 3 clusters Score -3054393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -3054407.750000 Penalty: 3564.894043
	Iteration 43Q: 3 clusters Score -3054408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -3054419.000000 Penalty: 3564.894043
	Iteration 44Q: 3 clusters Score -3054419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -3054423.500000 Penalty: 3564.894043
	Iteration 45Q: 3 clusters Score -3054424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -3054426.250000 Penalty: 3564.894043
	Iteration 46Q: 3 clusters Score -3054426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -3054436.250000 Penalty: 3564.894043
	Iteration 47Q: 3 clusters Score -3054436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -3054441.750000 Penalty: 3564.894043
	Iteration 48Q: 3 clusters Score -3054442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -3054441.750000 Penalty: 3564.894043
	Iteration 49Q: 3 clusters Score -3054442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -3054442.000000 Penalty: 3564.894043
	Iteration 50Q: 3 clusters Score -3054442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -3054440.750000 Penalty: 3564.894043
	Iteration 51Q: 3 clusters Score -3054441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -3054443.000000 Penalty: 3564.894043
	Iteration 52Q: 3 clusters Score -3054443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -3054443.000000 Penalty: 3564.894043
	Iteration 53F: 3 clusters Score -3054443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Entering Unmasked Estep 
Score: -1608695.375000 Penalty: 1678.470459
	Iteration 0F: 2 clusters Score -1608695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1587971.625000 Penalty: 3356.940918
	Iteration 0F: 3 clusters Score -1587972 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1595902.625000 Penalty: 3356.940918
	Iteration 1F: 3 clusters Score -1595903 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1596247.750000 Penalty: 3356.940918
	Iteration 2Q: 3 clusters Score -1596248 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1596550.000000 Penalty: 3356.940918
	Iteration 3Q: 3 clusters Score -1596550 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1596812.250000 Penalty: 3356.940918
	Iteration 4Q: 3 clusters Score -1596812 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1597063.250000 Penalty: 3356.940918
	Iteration 5Q: 3 clusters Score -1597063 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1597365.500000 Penalty: 3356.940918
	Iteration 6Q: 3 clusters Score -1597366 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1597744.375000 Penalty: 3356.940918
	Iteration 7Q: 3 clusters Score -1597744 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1598210.750000 Penalty: 3356.940918
	Iteration 8Q: 3 clusters Score -1598211 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1598896.125000 Penalty: 3356.940918
	Iteration 9Q: 3 clusters Score -1598896 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -1599893.250000 Penalty: 3356.940918
	Iteration 10Q: 3 clusters Score -1599893 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -1601226.000000 Penalty: 3356.940918
	Iteration 11F: 3 clusters Score -1601226 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -1602605.500000 Penalty: 3356.940918
	Iteration 12F: 3 clusters Score -1602606 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -1603646.000000 Penalty: 3356.940918
	Iteration 13Q: 3 clusters Score -1603646 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -1604373.625000 Penalty: 3356.940918
	Iteration 14Q: 3 clusters Score -1604374 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -1604833.250000 Penalty: 3356.940918
	Iteration 15Q: 3 clusters Score -1604833 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -1605165.875000 Penalty: 3356.940918
	Iteration 16Q: 3 clusters Score -1605166 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -1605462.250000 Penalty: 3356.940918
	Iteration 17Q: 3 clusters Score -1605462 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -1605709.625000 Penalty: 3356.940918
	Iteration 18Q: 3 clusters Score -1605710 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -1605930.500000 Penalty: 3356.940918
	Iteration 19Q: 3 clusters Score -1605930 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -1606141.250000 Penalty: 3356.940918
	Iteration 20F: 3 clusters Score -1606141 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -1606310.500000 Penalty: 3356.940918
	Iteration 21Q: 3 clusters Score -1606310 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -1606461.875000 Penalty: 3356.940918
	Iteration 22Q: 3 clusters Score -1606462 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -1606588.250000 Penalty: 3356.940918
	Iteration 23Q: 3 clusters Score -1606588 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -1606683.625000 Penalty: 3356.940918
	Iteration 24Q: 3 clusters Score -1606684 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -1606769.250000 Penalty: 3356.940918
	Iteration 25Q: 3 clusters Score -1606769 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -1606839.000000 Penalty: 3356.940918
	Iteration 26Q: 3 clusters Score -1606839 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -1606898.625000 Penalty: 3356.940918
	Iteration 27Q: 3 clusters Score -1606899 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -1606944.375000 Penalty: 3356.940918
	Iteration 28Q: 3 clusters Score -1606944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -1606987.375000 Penalty: 3356.940918
	Iteration 29Q: 3 clusters Score -1606987 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -1607044.500000 Penalty: 3356.940918
	Iteration 30Q: 3 clusters Score -1607044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -1607093.875000 Penalty: 3356.940918
	Iteration 31Q: 3 clusters Score -1607094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -1607138.000000 Penalty: 3356.940918
	Iteration 32Q: 3 clusters Score -1607138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -1607186.625000 Penalty: 3356.940918
	Iteration 33Q: 3 clusters Score -1607187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -1607206.125000 Penalty: 3356.940918
	Iteration 34Q: 3 clusters Score -1607206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -1607227.875000 Penalty: 3356.940918
	Iteration 35Q: 3 clusters Score -1607228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -1607234.750000 Penalty: 3356.940918
	Iteration 36Q: 3 clusters Score -1607235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -1607239.375000 Penalty: 3356.940918
	Iteration 37Q: 3 clusters Score -1607239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -1607247.000000 Penalty: 3356.940918
	Iteration 38Q: 3 clusters Score -1607247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -1607252.375000 Penalty: 3356.940918
	Iteration 39Q: 3 clusters Score -1607252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -1607257.750000 Penalty: 3356.940918
	Iteration 40F: 3 clusters Score -1607258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -1607261.750000 Penalty: 3356.940918
	Iteration 41Q: 3 clusters Score -1607262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -1607263.000000 Penalty: 3356.940918
	Iteration 42Q: 3 clusters Score -1607263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -1607272.000000 Penalty: 3356.940918
	Iteration 43Q: 3 clusters Score -1607272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -1607281.500000 Penalty: 3356.940918
	Iteration 44Q: 3 clusters Score -1607282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -1607289.625000 Penalty: 3356.940918
	Iteration 45Q: 3 clusters Score -1607290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -1607295.000000 Penalty: 3356.940918
	Iteration 46Q: 3 clusters Score -1607295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -1607303.000000 Penalty: 3356.940918
	Iteration 47Q: 3 clusters Score -1607303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -1607303.500000 Penalty: 3356.940918
	Iteration 48Q: 3 clusters Score -1607304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -1607305.375000 Penalty: 3356.940918
	Iteration 49Q: 3 clusters Score -1607305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -1607305.875000 Penalty: 3356.940918
	Iteration 50Q: 3 clusters Score -1607306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -1607305.875000 Penalty: 3356.940918
	Iteration 51F: 3 clusters Score -1607306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Entering Unmasked Estep 
Score: -269383.812500 Penalty: 1387.993042
	Iteration 0F: 2 clusters Score -269383.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -265320.406250 Penalty: 2775.986084
	Iteration 0F: 3 clusters Score -265320.4 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -266474.062500 Penalty: 2775.986084
	Iteration 1F: 3 clusters Score -266474.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -266646.218750 Penalty: 2775.986084
	Iteration 2F: 3 clusters Score -266646.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -266758.312500 Penalty: 2775.986084
	Iteration 3Q: 3 clusters Score -266758.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -266838.875000 Penalty: 2775.986084
	Iteration 4Q: 3 clusters Score -266838.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -266898.093750 Penalty: 2775.986084
	Iteration 5Q: 3 clusters Score -266898.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -266948.250000 Penalty: 2775.986084
	Iteration 6Q: 3 clusters Score -266948.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -266993.000000 Penalty: 2775.986084
	Iteration 7Q: 3 clusters Score -266993 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -267033.906250 Penalty: 2775.986084
	Iteration 8Q: 3 clusters Score -267033.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -267072.281250 Penalty: 2775.986084
	Iteration 9Q: 3 clusters Score -267072.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -267119.843750 Penalty: 2775.986084
	Iteration 10Q: 3 clusters Score -267119.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -267163.656250 Penalty: 2775.986084
	Iteration 11Q: 3 clusters Score -267163.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -267205.468750 Penalty: 2775.986084
	Iteration 12Q: 3 clusters Score -267205.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -267249.218750 Penalty: 2775.986084
	Iteration 13Q: 3 clusters Score -267249.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -267287.562500 Penalty: 2775.986084
	Iteration 14Q: 3 clusters Score -267287.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -267330.375000 Penalty: 2775.986084
	Iteration 15Q: 3 clusters Score -267330.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -267382.875000 Penalty: 2775.986084
	Iteration 16Q: 3 clusters Score -267382.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -267433.687500 Penalty: 2775.986084
	Iteration 17Q: 3 clusters Score -267433.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -267510.968750 Penalty: 2775.986084
	Iteration 18Q: 3 clusters Score -267511 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -267584.687500 Penalty: 2775.986084
	Iteration 19Q: 3 clusters Score -267584.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -267655.343750 Penalty: 2775.986084
	Iteration 20F: 3 clusters Score -267655.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -267733.875000 Penalty: 2775.986084
	Iteration 21Q: 3 clusters Score -267733.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -267802.687500 Penalty: 2775.986084
	Iteration 22Q: 3 clusters Score -267802.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -267849.812500 Penalty: 2775.986084
	Iteration 23Q: 3 clusters Score -267849.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -267887.437500 Penalty: 2775.986084
	Iteration 24Q: 3 clusters Score -267887.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -267914.812500 Penalty: 2775.986084
	Iteration 25Q: 3 clusters Score -267914.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -267933.375000 Penalty: 2775.986084
	Iteration 26Q: 3 clusters Score -267933.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -267948.750000 Penalty: 2775.986084
	Iteration 27Q: 3 clusters Score -267948.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -267967.718750 Penalty: 2775.986084
	Iteration 28Q: 3 clusters Score -267967.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -267985.718750 Penalty: 2775.986084
	Iteration 29Q: 3 clusters Score -267985.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -268000.593750 Penalty: 2775.986084
	Iteration 30Q: 3 clusters Score -268000.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -268010.593750 Penalty: 2775.986084
	Iteration 31Q: 3 clusters Score -268010.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -268017.250000 Penalty: 2775.986084
	Iteration 32Q: 3 clusters Score -268017.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -268022.750000 Penalty: 2775.986084
	Iteration 33Q: 3 clusters Score -268022.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -268027.343750 Penalty: 2775.986084
	Iteration 34Q: 3 clusters Score -268027.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -268032.625000 Penalty: 2775.986084
	Iteration 35Q: 3 clusters Score -268032.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -268035.875000 Penalty: 2775.986084
	Iteration 36Q: 3 clusters Score -268035.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -268039.781250 Penalty: 2775.986084
	Iteration 37Q: 3 clusters Score -268039.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -268042.750000 Penalty: 2775.986084
	Iteration 38Q: 3 clusters Score -268042.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -268046.906250 Penalty: 2775.986084
	Iteration 39Q: 3 clusters Score -268046.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -268052.156250 Penalty: 2775.986084
	Iteration 40F: 3 clusters Score -268052.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -268058.250000 Penalty: 2775.986084
	Iteration 41Q: 3 clusters Score -268058.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -268064.343750 Penalty: 2775.986084
	Iteration 42Q: 3 clusters Score -268064.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -268067.250000 Penalty: 2775.986084
	Iteration 43Q: 3 clusters Score -268067.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -268072.218750 Penalty: 2775.986084
	Iteration 44Q: 3 clusters Score -268072.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -268076.812500 Penalty: 2775.986084
	Iteration 45Q: 3 clusters Score -268076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -268081.250000 Penalty: 2775.986084
	Iteration 46Q: 3 clusters Score -268081.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -268084.656250 Penalty: 2775.986084
	Iteration 47Q: 3 clusters Score -268084.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -268088.031250 Penalty: 2775.986084
	Iteration 48Q: 3 clusters Score -268088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -268089.593750 Penalty: 2775.986084
	Iteration 49Q: 3 clusters Score -268089.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -268091.468750 Penalty: 2775.986084
	Iteration 50Q: 3 clusters Score -268091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -268093.750000 Penalty: 2775.986084
	Iteration 51Q: 3 clusters Score -268093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -268094.343750 Penalty: 2775.986084
	Iteration 52Q: 3 clusters Score -268094.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -268094.343750 Penalty: 2775.986084
	Iteration 53F: 3 clusters Score -268094.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -120516.781250 Penalty: 1263.003906
	Iteration 0F: 2 clusters Score -120516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -118176.937500 Penalty: 2526.007812
	Iteration 0F: 3 clusters Score -118176.9 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -118727.976562 Penalty: 2526.007812
	Iteration 1F: 3 clusters Score -118728 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -118861.210938 Penalty: 2526.007812
	Iteration 2F: 3 clusters Score -118861.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -118950.000000 Penalty: 2526.007812
	Iteration 3F: 3 clusters Score -118950 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -119011.867188 Penalty: 2526.007812
	Iteration 4Q: 3 clusters Score -119011.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -119047.101562 Penalty: 2526.007812
	Iteration 5Q: 3 clusters Score -119047.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -119066.148438 Penalty: 2526.007812
	Iteration 6Q: 3 clusters Score -119066.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -119080.835938 Penalty: 2526.007812
	Iteration 7Q: 3 clusters Score -119080.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -119090.085938 Penalty: 2526.007812
	Iteration 8Q: 3 clusters Score -119090.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -119104.695312 Penalty: 2526.007812
	Iteration 9Q: 3 clusters Score -119104.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -119119.656250 Penalty: 2526.007812
	Iteration 10Q: 3 clusters Score -119119.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -119135.062500 Penalty: 2526.007812
	Iteration 11Q: 3 clusters Score -119135.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -119143.867188 Penalty: 2526.007812
	Iteration 12Q: 3 clusters Score -119143.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -119151.945312 Penalty: 2526.007812
	Iteration 13Q: 3 clusters Score -119151.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -119158.953125 Penalty: 2526.007812
	Iteration 14Q: 3 clusters Score -119159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -119167.562500 Penalty: 2526.007812
	Iteration 15Q: 3 clusters Score -119167.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -119174.125000 Penalty: 2526.007812
	Iteration 16Q: 3 clusters Score -119174.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -119178.117188 Penalty: 2526.007812
	Iteration 17Q: 3 clusters Score -119178.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -119182.507812 Penalty: 2526.007812
	Iteration 18Q: 3 clusters Score -119182.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -119186.093750 Penalty: 2526.007812
	Iteration 19Q: 3 clusters Score -119186.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -119193.406250 Penalty: 2526.007812
	Iteration 20F: 3 clusters Score -119193.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -119200.953125 Penalty: 2526.007812
	Iteration 21Q: 3 clusters Score -119201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -119206.046875 Penalty: 2526.007812
	Iteration 22Q: 3 clusters Score -119206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -119211.695312 Penalty: 2526.007812
	Iteration 23Q: 3 clusters Score -119211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -119217.453125 Penalty: 2526.007812
	Iteration 24Q: 3 clusters Score -119217.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -119222.484375 Penalty: 2526.007812
	Iteration 25Q: 3 clusters Score -119222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -119227.445312 Penalty: 2526.007812
	Iteration 26Q: 3 clusters Score -119227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -119231.085938 Penalty: 2526.007812
	Iteration 27Q: 3 clusters Score -119231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -119236.406250 Penalty: 2526.007812
	Iteration 28Q: 3 clusters Score -119236.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -119240.906250 Penalty: 2526.007812
	Iteration 29Q: 3 clusters Score -119240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -119241.921875 Penalty: 2526.007812
	Iteration 30Q: 3 clusters Score -119241.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -119243.484375 Penalty: 2526.007812
	Iteration 31Q: 3 clusters Score -119243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -119244.828125 Penalty: 2526.007812
	Iteration 32Q: 3 clusters Score -119244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -119246.125000 Penalty: 2526.007812
	Iteration 33Q: 3 clusters Score -119246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -119246.351562 Penalty: 2526.007812
	Iteration 34Q: 3 clusters Score -119246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -119246.390625 Penalty: 2526.007812
	Iteration 35Q: 3 clusters Score -119246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -119246.531250 Penalty: 2526.007812
	Iteration 36Q: 3 clusters Score -119246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -119247.203125 Penalty: 2526.007812
	Iteration 37Q: 3 clusters Score -119247.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -119247.203125 Penalty: 2526.007812
	Iteration 38F: 3 clusters Score -119247.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173609 members 
Entering Unmasked Estep 
Score: -8860012.000000 Penalty: 1960.491089
	Iteration 0F: 2 clusters Score -8860012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86938 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -8743413.000000 Penalty: 3920.982178
	Iteration 0F: 3 clusters Score -8743413 nChanged 83746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -8792655.000000 Penalty: 3920.982178
	Iteration 1F: 3 clusters Score -8792655 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -8794298.000000 Penalty: 3920.982178
	Iteration 2Q: 3 clusters Score -8794298 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98070 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -8796809.000000 Penalty: 3920.982178
	Iteration 3Q: 3 clusters Score -8796809 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103675 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -8800856.000000 Penalty: 3920.982178
	Iteration 4Q: 3 clusters Score -8800856 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -8807333.000000 Penalty: 3920.982178
	Iteration 5F: 3 clusters Score -8807333 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121299 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -8816122.000000 Penalty: 3920.982178
	Iteration 6F: 3 clusters Score -8816122 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132312 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -8826469.000000 Penalty: 3920.982178
	Iteration 7F: 3 clusters Score -8826469 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142920 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -8836645.000000 Penalty: 3920.982178
	Iteration 8F: 3 clusters Score -8836645 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151818 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -8844877.000000 Penalty: 3920.982178
	Iteration 9F: 3 clusters Score -8844877 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158208 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -8850599.000000 Penalty: 3920.982178
	Iteration 10Q: 3 clusters Score -8850599 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162290 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -8854014.000000 Penalty: 3920.982178
	Iteration 11Q: 3 clusters Score -8854014 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164936 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -8856044.000000 Penalty: 3920.982178
	Iteration 12Q: 3 clusters Score -8856044 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166628 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -8857165.000000 Penalty: 3920.982178
	Iteration 13Q: 3 clusters Score -8857165 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167729 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -8857784.000000 Penalty: 3920.982178
	Iteration 14Q: 3 clusters Score -8857784 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168495 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -8858146.000000 Penalty: 3920.982178
	Iteration 15Q: 3 clusters Score -8858146 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169044 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -8858379.000000 Penalty: 3920.982178
	Iteration 16Q: 3 clusters Score -8858379 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -8858494.000000 Penalty: 3920.982178
	Iteration 17Q: 3 clusters Score -8858494 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169793 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8858659.000000 Penalty: 3920.982178
	Iteration 18Q: 3 clusters Score -8858659 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170049 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -8858738.000000 Penalty: 3920.982178
	Iteration 19Q: 3 clusters Score -8858738 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170253 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -8858769.000000 Penalty: 3920.982178
	Iteration 20F: 3 clusters Score -8858769 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170407 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8858829.000000 Penalty: 3920.982178
	Iteration 21Q: 3 clusters Score -8858829 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170558 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8858882.000000 Penalty: 3920.982178
	Iteration 22Q: 3 clusters Score -8858882 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170680 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -8858915.000000 Penalty: 3920.982178
	Iteration 23Q: 3 clusters Score -8858915 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170775 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8858929.000000 Penalty: 3920.982178
	Iteration 24Q: 3 clusters Score -8858929 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170852 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -8858925.000000 Penalty: 3920.982178
	Iteration 25Q: 3 clusters Score -8858925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170913 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8858933.000000 Penalty: 3920.982178
	Iteration 26Q: 3 clusters Score -8858933 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170958 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8858924.000000 Penalty: 3920.982178
	Iteration 27Q: 3 clusters Score -8858924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170994 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8858925.000000 Penalty: 3920.982178
	Iteration 28Q: 3 clusters Score -8858925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8858938.000000 Penalty: 3920.982178
	Iteration 29Q: 3 clusters Score -8858938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171038 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8858956.000000 Penalty: 3920.982178
	Iteration 30Q: 3 clusters Score -8858956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171064 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8858947.000000 Penalty: 3920.982178
	Iteration 31Q: 3 clusters Score -8858947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171089 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8858952.000000 Penalty: 3920.982178
	Iteration 32Q: 3 clusters Score -8858952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171109 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8858951.000000 Penalty: 3920.982178
	Iteration 33Q: 3 clusters Score -8858951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171133 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8858952.000000 Penalty: 3920.982178
	Iteration 34Q: 3 clusters Score -8858952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171152 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -8858951.000000 Penalty: 3920.982178
	Iteration 35Q: 3 clusters Score -8858951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171168 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8858953.000000 Penalty: 3920.982178
	Iteration 36Q: 3 clusters Score -8858953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171190 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8858966.000000 Penalty: 3920.982178
	Iteration 37Q: 3 clusters Score -8858966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171207 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -8858964.000000 Penalty: 3920.982178
	Iteration 38Q: 3 clusters Score -8858964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8858974.000000 Penalty: 3920.982178
	Iteration 39Q: 3 clusters Score -8858974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171233 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8858966.000000 Penalty: 3920.982178
	Iteration 40F: 3 clusters Score -8858966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8858971.000000 Penalty: 3920.982178
	Iteration 41Q: 3 clusters Score -8858971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171263 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8858972.000000 Penalty: 3920.982178
	Iteration 42Q: 3 clusters Score -8858972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171278 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8858968.000000 Penalty: 3920.982178
	Iteration 43Q: 3 clusters Score -8858968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171289 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8858971.000000 Penalty: 3920.982178
	Iteration 44Q: 3 clusters Score -8858971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171293 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8858973.000000 Penalty: 3920.982178
	Iteration 45Q: 3 clusters Score -8858973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171296 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8858967.000000 Penalty: 3920.982178
	Iteration 46Q: 3 clusters Score -8858967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171301 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8858965.000000 Penalty: 3920.982178
	Iteration 47Q: 3 clusters Score -8858965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171306 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8858964.000000 Penalty: 3920.982178
	Iteration 48Q: 3 clusters Score -8858964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171310 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8858968.000000 Penalty: 3920.982178
	Iteration 49Q: 3 clusters Score -8858968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171312 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8858962.000000 Penalty: 3920.982178
	Iteration 50Q: 3 clusters Score -8858962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171316 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8858964.000000 Penalty: 3920.982178
	Iteration 51Q: 3 clusters Score -8858964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171325 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8858969.000000 Penalty: 3920.982178
	Iteration 52Q: 3 clusters Score -8858969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171335 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8858969.000000 Penalty: 3920.982178
	Iteration 53Q: 3 clusters Score -8858969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171340 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8858975.000000 Penalty: 3920.982178
	Iteration 54Q: 3 clusters Score -8858975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171344 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8858982.000000 Penalty: 3920.982178
	Iteration 55Q: 3 clusters Score -8858982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171348 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8858990.000000 Penalty: 3920.982178
	Iteration 56Q: 3 clusters Score -8858990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171351 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8858988.000000 Penalty: 3920.982178
	Iteration 57Q: 3 clusters Score -8858988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8858998.000000 Penalty: 3920.982178
	Iteration 58Q: 3 clusters Score -8858998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171369 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8858991.000000 Penalty: 3920.982178
	Iteration 59Q: 3 clusters Score -8858991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171378 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8859004.000000 Penalty: 3920.982178
	Iteration 60F: 3 clusters Score -8859004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8859004.000000 Penalty: 3920.982178
	Iteration 61Q: 3 clusters Score -8859004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171388 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8859004.000000 Penalty: 3920.982178
	Iteration 62Q: 3 clusters Score -8859004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8859008.000000 Penalty: 3920.982178
	Iteration 63Q: 3 clusters Score -8859008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8859010.000000 Penalty: 3920.982178
	Iteration 64Q: 3 clusters Score -8859010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8859007.000000 Penalty: 3920.982178
	Iteration 65Q: 3 clusters Score -8859007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8859007.000000 Penalty: 3920.982178
	Iteration 66F: 3 clusters Score -8859007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Entering Unmasked Estep 
Score: -2582567.250000 Penalty: 1754.349609
	Iteration 0F: 2 clusters Score -2582567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2549861.000000 Penalty: 3508.699219
	Iteration 0F: 3 clusters Score -2549861 nChanged 23088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -2562673.250000 Penalty: 3508.699219
	Iteration 1F: 3 clusters Score -2562673 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -2563056.250000 Penalty: 3508.699219
	Iteration 2Q: 3 clusters Score -2563056 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -2563446.750000 Penalty: 3508.699219
	Iteration 3Q: 3 clusters Score -2563447 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -2563949.500000 Penalty: 3508.699219
	Iteration 4Q: 3 clusters Score -2563950 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -2564568.000000 Penalty: 3508.699219
	Iteration 5Q: 3 clusters Score -2564568 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -2565418.500000 Penalty: 3508.699219
	Iteration 6Q: 3 clusters Score -2565418 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -2566692.750000 Penalty: 3508.699219
	Iteration 7Q: 3 clusters Score -2566693 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -2568576.750000 Penalty: 3508.699219
	Iteration 8F: 3 clusters Score -2568577 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -2571137.750000 Penalty: 3508.699219
	Iteration 9F: 3 clusters Score -2571138 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -2573671.750000 Penalty: 3508.699219
	Iteration 10F: 3 clusters Score -2573672 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -2575450.500000 Penalty: 3508.699219
	Iteration 11F: 3 clusters Score -2575450 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -2576372.250000 Penalty: 3508.699219
	Iteration 12Q: 3 clusters Score -2576372 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -2576800.500000 Penalty: 3508.699219
	Iteration 13Q: 3 clusters Score -2576800 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -2577064.500000 Penalty: 3508.699219
	Iteration 14Q: 3 clusters Score -2577064 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -2577261.000000 Penalty: 3508.699219
	Iteration 15Q: 3 clusters Score -2577261 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -2577438.750000 Penalty: 3508.699219
	Iteration 16Q: 3 clusters Score -2577439 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -2577609.250000 Penalty: 3508.699219
	Iteration 17Q: 3 clusters Score -2577609 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -2577785.250000 Penalty: 3508.699219
	Iteration 18Q: 3 clusters Score -2577785 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -2577940.000000 Penalty: 3508.699219
	Iteration 19Q: 3 clusters Score -2577940 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -2578072.250000 Penalty: 3508.699219
	Iteration 20F: 3 clusters Score -2578072 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -2578225.250000 Penalty: 3508.699219
	Iteration 21Q: 3 clusters Score -2578225 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -2578381.500000 Penalty: 3508.699219
	Iteration 22Q: 3 clusters Score -2578382 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -2578542.750000 Penalty: 3508.699219
	Iteration 23Q: 3 clusters Score -2578543 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -2578712.000000 Penalty: 3508.699219
	Iteration 24Q: 3 clusters Score -2578712 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -2578883.250000 Penalty: 3508.699219
	Iteration 25Q: 3 clusters Score -2578883 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -2579028.500000 Penalty: 3508.699219
	Iteration 26Q: 3 clusters Score -2579028 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -2579184.000000 Penalty: 3508.699219
	Iteration 27Q: 3 clusters Score -2579184 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -2579323.250000 Penalty: 3508.699219
	Iteration 28Q: 3 clusters Score -2579323 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -2579452.750000 Penalty: 3508.699219
	Iteration 29Q: 3 clusters Score -2579453 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -2579603.500000 Penalty: 3508.699219
	Iteration 30Q: 3 clusters Score -2579604 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -2579719.000000 Penalty: 3508.699219
	Iteration 31Q: 3 clusters Score -2579719 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -2579844.500000 Penalty: 3508.699219
	Iteration 32Q: 3 clusters Score -2579844 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -2579957.250000 Penalty: 3508.699219
	Iteration 33Q: 3 clusters Score -2579957 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -2580050.250000 Penalty: 3508.699219
	Iteration 34Q: 3 clusters Score -2580050 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -2580156.250000 Penalty: 3508.699219
	Iteration 35Q: 3 clusters Score -2580156 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -2580237.500000 Penalty: 3508.699219
	Iteration 36Q: 3 clusters Score -2580238 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -2580313.750000 Penalty: 3508.699219
	Iteration 37Q: 3 clusters Score -2580314 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -2580386.500000 Penalty: 3508.699219
	Iteration 38Q: 3 clusters Score -2580386 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -2580488.250000 Penalty: 3508.699219
	Iteration 39Q: 3 clusters Score -2580488 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -2580560.250000 Penalty: 3508.699219
	Iteration 40F: 3 clusters Score -2580560 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -2580617.250000 Penalty: 3508.699219
	Iteration 41Q: 3 clusters Score -2580617 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -2580672.000000 Penalty: 3508.699219
	Iteration 42Q: 3 clusters Score -2580672 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -2580714.000000 Penalty: 3508.699219
	Iteration 43Q: 3 clusters Score -2580714 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -2580761.000000 Penalty: 3508.699219
	Iteration 44Q: 3 clusters Score -2580761 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -2580800.750000 Penalty: 3508.699219
	Iteration 45Q: 3 clusters Score -2580801 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -2580839.750000 Penalty: 3508.699219
	Iteration 46Q: 3 clusters Score -2580840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -2580871.750000 Penalty: 3508.699219
	Iteration 47Q: 3 clusters Score -2580872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -2580893.000000 Penalty: 3508.699219
	Iteration 48Q: 3 clusters Score -2580893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -2580917.000000 Penalty: 3508.699219
	Iteration 49Q: 3 clusters Score -2580917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -2580934.500000 Penalty: 3508.699219
	Iteration 50Q: 3 clusters Score -2580934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -2580954.500000 Penalty: 3508.699219
	Iteration 51Q: 3 clusters Score -2580954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -2580976.500000 Penalty: 3508.699219
	Iteration 52Q: 3 clusters Score -2580976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -2580999.750000 Penalty: 3508.699219
	Iteration 53Q: 3 clusters Score -2581000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -2581016.000000 Penalty: 3508.699219
	Iteration 54Q: 3 clusters Score -2581016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -2581028.250000 Penalty: 3508.699219
	Iteration 55Q: 3 clusters Score -2581028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -2581039.500000 Penalty: 3508.699219
	Iteration 56Q: 3 clusters Score -2581040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -2581042.750000 Penalty: 3508.699219
	Iteration 57Q: 3 clusters Score -2581043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -2581052.000000 Penalty: 3508.699219
	Iteration 58Q: 3 clusters Score -2581052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -2581061.250000 Penalty: 3508.699219
	Iteration 59Q: 3 clusters Score -2581061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -2581062.750000 Penalty: 3508.699219
	Iteration 60F: 3 clusters Score -2581063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -2581065.250000 Penalty: 3508.699219
	Iteration 61Q: 3 clusters Score -2581065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -2581073.250000 Penalty: 3508.699219
	Iteration 62Q: 3 clusters Score -2581073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -2581079.750000 Penalty: 3508.699219
	Iteration 63Q: 3 clusters Score -2581080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -2581088.250000 Penalty: 3508.699219
	Iteration 64Q: 3 clusters Score -2581088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -2581094.500000 Penalty: 3508.699219
	Iteration 65Q: 3 clusters Score -2581094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -2581100.250000 Penalty: 3508.699219
	Iteration 66Q: 3 clusters Score -2581100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -2581099.500000 Penalty: 3508.699219
	Iteration 67Q: 3 clusters Score -2581100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -2581097.250000 Penalty: 3508.699219
	Iteration 68Q: 3 clusters Score -2581097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -2581099.750000 Penalty: 3508.699219
	Iteration 69Q: 3 clusters Score -2581100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -2581103.250000 Penalty: 3508.699219
	Iteration 70Q: 3 clusters Score -2581103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -2581104.250000 Penalty: 3508.699219
	Iteration 71Q: 3 clusters Score -2581104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -2581106.500000 Penalty: 3508.699219
	Iteration 72Q: 3 clusters Score -2581106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -2581108.250000 Penalty: 3508.699219
	Iteration 73Q: 3 clusters Score -2581108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -2581106.250000 Penalty: 3508.699219
	Iteration 74Q: 3 clusters Score -2581106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -2581109.000000 Penalty: 3508.699219
	Iteration 75Q: 3 clusters Score -2581109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -2581110.500000 Penalty: 3508.699219
	Iteration 76Q: 3 clusters Score -2581110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -2581118.000000 Penalty: 3508.699219
	Iteration 77Q: 3 clusters Score -2581118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -2581118.000000 Penalty: 3508.699219
	Iteration 78Q: 3 clusters Score -2581118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -2581118.500000 Penalty: 3508.699219
	Iteration 79Q: 3 clusters Score -2581118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -2581119.000000 Penalty: 3508.699219
	Iteration 80F: 3 clusters Score -2581119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -2581120.000000 Penalty: 3508.699219
	Iteration 81Q: 3 clusters Score -2581120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -2581119.000000 Penalty: 3508.699219
	Iteration 82Q: 3 clusters Score -2581119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -2581119.000000 Penalty: 3508.699219
	Iteration 83F: 3 clusters Score -2581119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14539 members 
Mstep: Class 5 contains 8928 members 
Mstep: Class 7 contains 3414 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 11 contains 30005 members 
Mstep: Class 13 contains 37474 members 
Mstep: Class 14 contains 58041 members 
Mstep: Class 15 contains 30609 members 
Mstep: Class 16 contains 5123 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173609 members 
Mstep: Class 20 contains 48825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832316.000000 Penalty: 25233.794922
Iteration 119Q: 13 clusters Score -2.083232e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14534 members 
Mstep: Class 5 contains 8924 members 
Mstep: Class 7 contains 3405 members 
Mstep: Class 9 contains 3873 members 
Mstep: Class 11 contains 29997 members 
Mstep: Class 13 contains 37526 members 
Mstep: Class 14 contains 58036 members 
Mstep: Class 15 contains 30608 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173593 members 
Mstep: Class 20 contains 48826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832308.000000 Penalty: 25233.794922
Iteration 120F: 13 clusters Score -2.083231e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14530 members 
Mstep: Class 5 contains 8921 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 9 contains 3871 members 
Mstep: Class 11 contains 29992 members 
Mstep: Class 13 contains 37583 members 
Mstep: Class 14 contains 58035 members 
Mstep: Class 15 contains 30610 members 
Mstep: Class 16 contains 5110 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173571 members 
Mstep: Class 20 contains 48826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832310.000000 Penalty: 25233.794922
Iteration 121Q: 13 clusters Score -2.083231e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14525 members 
Mstep: Class 5 contains 8915 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 11 contains 29988 members 
Mstep: Class 13 contains 37646 members 
Mstep: Class 14 contains 58032 members 
Mstep: Class 15 contains 30603 members 
Mstep: Class 16 contains 5102 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173545 members 
Mstep: Class 20 contains 48829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832314.000000 Penalty: 25233.794922
Iteration 122Q: 13 clusters Score -2.083231e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14529 members 
Mstep: Class 5 contains 8913 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 11 contains 29981 members 
Mstep: Class 13 contains 37706 members 
Mstep: Class 14 contains 58029 members 
Mstep: Class 15 contains 30601 members 
Mstep: Class 16 contains 5089 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 173524 members 
Mstep: Class 20 contains 48830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832328.000000 Penalty: 25233.794922
Iteration 123Q: 13 clusters Score -2.083233e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14529 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 7 contains 3366 members 
Mstep: Class 9 contains 3856 members 
Mstep: Class 11 contains 29978 members 
Mstep: Class 13 contains 37773 members 
Mstep: Class 14 contains 58026 members 
Mstep: Class 15 contains 30596 members 
Mstep: Class 16 contains 5081 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 173498 members 
Mstep: Class 20 contains 48831 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 13 clusters Score -2.083233e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14530 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 7 contains 3350 members 
Mstep: Class 9 contains 3854 members 
Mstep: Class 11 contains 29973 members 
Mstep: Class 13 contains 37829 members 
Mstep: Class 14 contains 58020 members 
Mstep: Class 15 contains 30596 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 173479 members 
Mstep: Class 20 contains 48831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832306.000000 Penalty: 25233.794922
Iteration 125Q: 13 clusters Score -2.083231e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14529 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 9 contains 3853 members 
Mstep: Class 11 contains 29970 members 
Mstep: Class 13 contains 37881 members 
Mstep: Class 14 contains 58012 members 
Mstep: Class 15 contains 30596 members 
Mstep: Class 16 contains 5061 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173468 members 
Mstep: Class 20 contains 48827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832328.000000 Penalty: 25233.794922
Iteration 126Q: 13 clusters Score -2.083233e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14527 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 7 contains 3342 members 
Mstep: Class 9 contains 3854 members 
Mstep: Class 11 contains 29965 members 
Mstep: Class 13 contains 37934 members 
Mstep: Class 14 contains 57999 members 
Mstep: Class 15 contains 30595 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173450 members 
Mstep: Class 20 contains 48822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832314.000000 Penalty: 25233.794922
Iteration 127Q: 13 clusters Score -2.083231e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14524 members 
Mstep: Class 5 contains 8894 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 9 contains 3854 members 
Mstep: Class 11 contains 29961 members 
Mstep: Class 13 contains 37991 members 
Mstep: Class 14 contains 57992 members 
Mstep: Class 15 contains 30596 members 
Mstep: Class 16 contains 5048 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173422 members 
Mstep: Class 20 contains 48819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832340.000000 Penalty: 25233.794922
Iteration 128Q: 13 clusters Score -2.083234e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14525 members 
Mstep: Class 5 contains 8889 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 9 contains 3852 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 13 contains 38042 members 
Mstep: Class 14 contains 57988 members 
Mstep: Class 15 contains 30592 members 
Mstep: Class 16 contains 5043 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173404 members 
Mstep: Class 20 contains 48819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832394.000000 Penalty: 25233.794922
Iteration 129Q: 13 clusters Score -2.083239e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 5 contains 8890 members 
Mstep: Class 7 contains 3329 members 
Mstep: Class 9 contains 3851 members 
Mstep: Class 11 contains 29948 members 
Mstep: Class 13 contains 38089 members 
Mstep: Class 14 contains 57983 members 
Mstep: Class 15 contains 30589 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173384 members 
Mstep: Class 20 contains 48817 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 13 clusters Score -2.083238e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 5 contains 8893 members 
Mstep: Class 7 contains 3324 members 
Mstep: Class 9 contains 3847 members 
Mstep: Class 11 contains 29946 members 
Mstep: Class 13 contains 38133 members 
Mstep: Class 14 contains 57978 members 
Mstep: Class 15 contains 30581 members 
Mstep: Class 16 contains 5033 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173370 members 
Mstep: Class 20 contains 48814 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 13 clusters Score -2.083239e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 5 contains 8896 members 
Mstep: Class 7 contains 3319 members 
Mstep: Class 9 contains 3841 members 
Mstep: Class 11 contains 29944 members 
Mstep: Class 13 contains 38165 members 
Mstep: Class 14 contains 57977 members 
Mstep: Class 15 contains 30579 members 
Mstep: Class 16 contains 5029 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173354 members 
Mstep: Class 20 contains 48815 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 13 clusters Score -2.083239e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14521 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 7 contains 3313 members 
Mstep: Class 9 contains 3831 members 
Mstep: Class 11 contains 29944 members 
Mstep: Class 13 contains 38207 members 
Mstep: Class 14 contains 57977 members 
Mstep: Class 15 contains 30577 members 
Mstep: Class 16 contains 5027 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173326 members 
Mstep: Class 20 contains 48819 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 13 clusters Score -2.08324e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14520 members 
Mstep: Class 5 contains 8898 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 9 contains 3830 members 
Mstep: Class 11 contains 29944 members 
Mstep: Class 13 contains 38240 members 
Mstep: Class 14 contains 57975 members 
Mstep: Class 15 contains 30574 members 
Mstep: Class 16 contains 5021 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173310 members 
Mstep: Class 20 contains 48820 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 13 clusters Score -2.08324e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14520 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 9 contains 3828 members 
Mstep: Class 11 contains 29943 members 
Mstep: Class 13 contains 38269 members 
Mstep: Class 14 contains 57971 members 
Mstep: Class 15 contains 30574 members 
Mstep: Class 16 contains 5022 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173287 members 
Mstep: Class 20 contains 48819 members 
Entering Unmasked Estep 
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Iteration 135Q: 13 clusters Score -2.083239e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14519 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 9 contains 3829 members 
Mstep: Class 11 contains 29941 members 
Mstep: Class 13 contains 38311 members 
Mstep: Class 14 contains 57965 members 
Mstep: Class 15 contains 30575 members 
Mstep: Class 16 contains 5027 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173257 members 
Mstep: Class 20 contains 48813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832404.000000 Penalty: 25233.794922
Iteration 136Q: 13 clusters Score -2.08324e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14520 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 9 contains 3824 members 
Mstep: Class 11 contains 29937 members 
Mstep: Class 13 contains 38350 members 
Mstep: Class 14 contains 57960 members 
Mstep: Class 15 contains 30577 members 
Mstep: Class 16 contains 5029 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173231 members 
Mstep: Class 20 contains 48812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832440.000000 Penalty: 25233.794922
Iteration 137Q: 13 clusters Score -2.083244e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14521 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 9 contains 3823 members 
Mstep: Class 11 contains 29934 members 
Mstep: Class 13 contains 38386 members 
Mstep: Class 14 contains 57956 members 
Mstep: Class 15 contains 30575 members 
Mstep: Class 16 contains 5028 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173204 members 
Mstep: Class 20 contains 48811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832418.000000 Penalty: 25233.794922
Iteration 138Q: 13 clusters Score -2.083242e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 11 contains 29931 members 
Mstep: Class 13 contains 38424 members 
Mstep: Class 14 contains 57952 members 
Mstep: Class 15 contains 30576 members 
Mstep: Class 16 contains 5026 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173180 members 
Mstep: Class 20 contains 48810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832408.000000 Penalty: 25233.794922
Iteration 139Q: 13 clusters Score -2.083241e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 9 contains 3815 members 
Mstep: Class 11 contains 29929 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 57950 members 
Mstep: Class 15 contains 30576 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173158 members 
Mstep: Class 20 contains 48809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832418.000000 Penalty: 25233.794922
Iteration 140F: 13 clusters Score -2.083242e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14523 members 
Mstep: Class 5 contains 8898 members 
Mstep: Class 7 contains 3297 members 
Mstep: Class 9 contains 3808 members 
Mstep: Class 11 contains 29927 members 
Mstep: Class 13 contains 38493 members 
Mstep: Class 14 contains 57950 members 
Mstep: Class 15 contains 30573 members 
Mstep: Class 16 contains 5024 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173141 members 
Mstep: Class 20 contains 48807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832430.000000 Penalty: 25233.794922
Iteration 141Q: 13 clusters Score -2.083243e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14521 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 7 contains 3289 members 
Mstep: Class 9 contains 3808 members 
Mstep: Class 11 contains 29920 members 
Mstep: Class 13 contains 38534 members 
Mstep: Class 14 contains 57951 members 
Mstep: Class 15 contains 30570 members 
Mstep: Class 16 contains 5021 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 173121 members 
Mstep: Class 20 contains 48807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832460.000000 Penalty: 25233.794922
Iteration 142Q: 13 clusters Score -2.083246e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14519 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 7 contains 3285 members 
Mstep: Class 9 contains 3808 members 
Mstep: Class 11 contains 29918 members 
Mstep: Class 13 contains 38569 members 
Mstep: Class 14 contains 57949 members 
Mstep: Class 15 contains 30566 members 
Mstep: Class 16 contains 5023 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 173097 members 
Mstep: Class 20 contains 48806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832474.000000 Penalty: 25233.794922
Iteration 143Q: 13 clusters Score -2.083247e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14520 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 7 contains 3283 members 
Mstep: Class 9 contains 3803 members 
Mstep: Class 11 contains 29914 members 
Mstep: Class 13 contains 38607 members 
Mstep: Class 14 contains 57949 members 
Mstep: Class 15 contains 30563 members 
Mstep: Class 16 contains 5021 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 173068 members 
Mstep: Class 20 contains 48810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832490.000000 Penalty: 25233.794922
Iteration 144Q: 13 clusters Score -2.083249e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14519 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 11 contains 29910 members 
Mstep: Class 13 contains 38654 members 
Mstep: Class 14 contains 57945 members 
Mstep: Class 15 contains 30560 members 
Mstep: Class 16 contains 5019 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 173037 members 
Mstep: Class 20 contains 48809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832486.000000 Penalty: 25233.794922
Iteration 145Q: 13 clusters Score -2.083249e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14516 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 7 contains 3289 members 
Mstep: Class 9 contains 3799 members 
Mstep: Class 11 contains 29908 members 
Mstep: Class 13 contains 38690 members 
Mstep: Class 14 contains 57948 members 
Mstep: Class 15 contains 30557 members 
Mstep: Class 16 contains 5020 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 173002 members 
Mstep: Class 20 contains 48808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832480.000000 Penalty: 25233.794922
Iteration 146Q: 13 clusters Score -2.083248e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14517 members 
Mstep: Class 5 contains 8908 members 
Mstep: Class 7 contains 3290 members 
Mstep: Class 9 contains 3797 members 
Mstep: Class 11 contains 29906 members 
Mstep: Class 13 contains 38728 members 
Mstep: Class 14 contains 57945 members 
Mstep: Class 15 contains 30554 members 
Mstep: Class 16 contains 5018 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172973 members 
Mstep: Class 20 contains 48807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832472.000000 Penalty: 25233.794922
Iteration 147Q: 13 clusters Score -2.083247e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14516 members 
Mstep: Class 5 contains 8908 members 
Mstep: Class 7 contains 3287 members 
Mstep: Class 9 contains 3787 members 
Mstep: Class 11 contains 29901 members 
Mstep: Class 13 contains 38776 members 
Mstep: Class 14 contains 57946 members 
Mstep: Class 15 contains 30553 members 
Mstep: Class 16 contains 5018 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172946 members 
Mstep: Class 20 contains 48805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832458.000000 Penalty: 25233.794922
Iteration 148Q: 13 clusters Score -2.083246e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14514 members 
Mstep: Class 5 contains 8911 members 
Mstep: Class 7 contains 3282 members 
Mstep: Class 9 contains 3780 members 
Mstep: Class 11 contains 29900 members 
Mstep: Class 13 contains 38824 members 
Mstep: Class 14 contains 57949 members 
Mstep: Class 15 contains 30548 members 
Mstep: Class 16 contains 5014 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172917 members 
Mstep: Class 20 contains 48804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832494.000000 Penalty: 25233.794922
Iteration 149Q: 13 clusters Score -2.083249e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 5 contains 8913 members 
Mstep: Class 7 contains 3279 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 11 contains 29896 members 
Mstep: Class 13 contains 38878 members 
Mstep: Class 14 contains 57950 members 
Mstep: Class 15 contains 30544 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172888 members 
Mstep: Class 20 contains 48804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832498.000000 Penalty: 25233.794922
Iteration 150Q: 13 clusters Score -2.08325e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14508 members 
Mstep: Class 5 contains 8918 members 
Mstep: Class 7 contains 3272 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 11 contains 29891 members 
Mstep: Class 13 contains 38929 members 
Mstep: Class 14 contains 57944 members 
Mstep: Class 15 contains 30543 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172863 members 
Mstep: Class 20 contains 48805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832470.000000 Penalty: 25233.794922
Iteration 151Q: 13 clusters Score -2.083247e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14508 members 
Mstep: Class 5 contains 8924 members 
Mstep: Class 7 contains 3271 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 11 contains 29886 members 
Mstep: Class 13 contains 38995 members 
Mstep: Class 14 contains 57935 members 
Mstep: Class 15 contains 30544 members 
Mstep: Class 16 contains 4994 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172815 members 
Mstep: Class 20 contains 48807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832470.000000 Penalty: 25233.794922
Iteration 152Q: 13 clusters Score -2.083247e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14508 members 
Mstep: Class 5 contains 8929 members 
Mstep: Class 7 contains 3270 members 
Mstep: Class 9 contains 3766 members 
Mstep: Class 11 contains 29875 members 
Mstep: Class 13 contains 39044 members 
Mstep: Class 14 contains 57931 members 
Mstep: Class 15 contains 30542 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172780 members 
Mstep: Class 20 contains 48809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832478.000000 Penalty: 25233.794922
Iteration 153Q: 13 clusters Score -2.083248e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14505 members 
Mstep: Class 5 contains 8932 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 11 contains 29867 members 
Mstep: Class 13 contains 39105 members 
Mstep: Class 14 contains 57929 members 
Mstep: Class 15 contains 30533 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172740 members 
Mstep: Class 20 contains 48813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832472.000000 Penalty: 25233.794922
Iteration 154Q: 13 clusters Score -2.083247e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14503 members 
Mstep: Class 5 contains 8932 members 
Mstep: Class 7 contains 3268 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 11 contains 29860 members 
Mstep: Class 13 contains 39160 members 
Mstep: Class 14 contains 57929 members 
Mstep: Class 15 contains 30528 members 
Mstep: Class 16 contains 4981 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172707 members 
Mstep: Class 20 contains 48812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832468.000000 Penalty: 25233.794922
Iteration 155Q: 13 clusters Score -2.083247e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 5 contains 8934 members 
Mstep: Class 7 contains 3267 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 11 contains 29854 members 
Mstep: Class 13 contains 39203 members 
Mstep: Class 14 contains 57930 members 
Mstep: Class 15 contains 30520 members 
Mstep: Class 16 contains 4978 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172679 members 
Mstep: Class 20 contains 48813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832456.000000 Penalty: 25233.794922
Iteration 156Q: 13 clusters Score -2.083246e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 5 contains 8938 members 
Mstep: Class 7 contains 3263 members 
Mstep: Class 9 contains 3766 members 
Mstep: Class 11 contains 29854 members 
Mstep: Class 13 contains 39243 members 
Mstep: Class 14 contains 57930 members 
Mstep: Class 15 contains 30516 members 
Mstep: Class 16 contains 4973 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172643 members 
Mstep: Class 20 contains 48816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832470.000000 Penalty: 25233.794922
Iteration 157Q: 13 clusters Score -2.083247e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 5 contains 8941 members 
Mstep: Class 7 contains 3263 members 
Mstep: Class 9 contains 3766 members 
Mstep: Class 11 contains 29849 members 
Mstep: Class 13 contains 39293 members 
Mstep: Class 14 contains 57929 members 
Mstep: Class 15 contains 30516 members 
Mstep: Class 16 contains 4962 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172609 members 
Mstep: Class 20 contains 48816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832458.000000 Penalty: 25233.794922
Iteration 158Q: 13 clusters Score -2.083246e+07 nChanged 86
Entering ConstructFrom: 
Score: -20832458.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (14499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Entering Unmasked Estep 
Score: -768053.125000 Penalty: 1557.048096
	Iteration 0F: 2 clusters Score -768053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -757872.375000 Penalty: 3114.096191
	Iteration 0F: 3 clusters Score -757872.4 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -761420.750000 Penalty: 3114.096191
	Iteration 1F: 3 clusters Score -761420.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -761770.500000 Penalty: 3114.096191
	Iteration 2F: 3 clusters Score -761770.5 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -762145.875000 Penalty: 3114.096191
	Iteration 3F: 3 clusters Score -762145.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -762567.750000 Penalty: 3114.096191
	Iteration 4F: 3 clusters Score -762567.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -763046.000000 Penalty: 3114.096191
	Iteration 5F: 3 clusters Score -763046 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -763569.687500 Penalty: 3114.096191
	Iteration 6F: 3 clusters Score -763569.7 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -764128.500000 Penalty: 3114.096191
	Iteration 7F: 3 clusters Score -764128.5 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -764711.687500 Penalty: 3114.096191
	Iteration 8F: 3 clusters Score -764711.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -765280.625000 Penalty: 3114.096191
	Iteration 9F: 3 clusters Score -765280.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -765699.687500 Penalty: 3114.096191
	Iteration 10Q: 3 clusters Score -765699.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -765980.437500 Penalty: 3114.096191
	Iteration 11Q: 3 clusters Score -765980.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -766182.937500 Penalty: 3114.096191
	Iteration 12Q: 3 clusters Score -766182.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -766335.500000 Penalty: 3114.096191
	Iteration 13Q: 3 clusters Score -766335.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -766429.562500 Penalty: 3114.096191
	Iteration 14Q: 3 clusters Score -766429.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -766506.562500 Penalty: 3114.096191
	Iteration 15Q: 3 clusters Score -766506.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -766568.750000 Penalty: 3114.096191
	Iteration 16Q: 3 clusters Score -766568.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -766616.562500 Penalty: 3114.096191
	Iteration 17Q: 3 clusters Score -766616.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -766663.250000 Penalty: 3114.096191
	Iteration 18Q: 3 clusters Score -766663.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -766699.562500 Penalty: 3114.096191
	Iteration 19Q: 3 clusters Score -766699.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -766734.687500 Penalty: 3114.096191
	Iteration 20F: 3 clusters Score -766734.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -766757.875000 Penalty: 3114.096191
	Iteration 21Q: 3 clusters Score -766757.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -766785.062500 Penalty: 3114.096191
	Iteration 22Q: 3 clusters Score -766785.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -766816.187500 Penalty: 3114.096191
	Iteration 23Q: 3 clusters Score -766816.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -766842.187500 Penalty: 3114.096191
	Iteration 24Q: 3 clusters Score -766842.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -766864.562500 Penalty: 3114.096191
	Iteration 25Q: 3 clusters Score -766864.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -766877.750000 Penalty: 3114.096191
	Iteration 26Q: 3 clusters Score -766877.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -766893.062500 Penalty: 3114.096191
	Iteration 27Q: 3 clusters Score -766893.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -766905.375000 Penalty: 3114.096191
	Iteration 28Q: 3 clusters Score -766905.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -766916.000000 Penalty: 3114.096191
	Iteration 29Q: 3 clusters Score -766916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -766927.375000 Penalty: 3114.096191
	Iteration 30Q: 3 clusters Score -766927.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -766937.937500 Penalty: 3114.096191
	Iteration 31Q: 3 clusters Score -766937.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -766948.937500 Penalty: 3114.096191
	Iteration 32Q: 3 clusters Score -766948.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -766960.437500 Penalty: 3114.096191
	Iteration 33Q: 3 clusters Score -766960.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -766974.625000 Penalty: 3114.096191
	Iteration 34Q: 3 clusters Score -766974.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -766987.250000 Penalty: 3114.096191
	Iteration 35Q: 3 clusters Score -766987.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -766991.500000 Penalty: 3114.096191
	Iteration 36Q: 3 clusters Score -766991.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -766998.875000 Penalty: 3114.096191
	Iteration 37Q: 3 clusters Score -766998.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -767001.750000 Penalty: 3114.096191
	Iteration 38Q: 3 clusters Score -767001.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -767009.687500 Penalty: 3114.096191
	Iteration 39Q: 3 clusters Score -767009.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -767013.750000 Penalty: 3114.096191
	Iteration 40F: 3 clusters Score -767013.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -767017.937500 Penalty: 3114.096191
	Iteration 41Q: 3 clusters Score -767017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -767020.750000 Penalty: 3114.096191
	Iteration 42Q: 3 clusters Score -767020.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -767025.875000 Penalty: 3114.096191
	Iteration 43Q: 3 clusters Score -767025.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -767028.125000 Penalty: 3114.096191
	Iteration 44Q: 3 clusters Score -767028.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -767030.000000 Penalty: 3114.096191
	Iteration 45Q: 3 clusters Score -767030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -767031.312500 Penalty: 3114.096191
	Iteration 46Q: 3 clusters Score -767031.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -767034.062500 Penalty: 3114.096191
	Iteration 47Q: 3 clusters Score -767034.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -767036.375000 Penalty: 3114.096191
	Iteration 48Q: 3 clusters Score -767036.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -767037.437500 Penalty: 3114.096191
	Iteration 49Q: 3 clusters Score -767037.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -767040.000000 Penalty: 3114.096191
	Iteration 50Q: 3 clusters Score -767040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -767044.062500 Penalty: 3114.096191
	Iteration 51Q: 3 clusters Score -767044.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -767046.625000 Penalty: 3114.096191
	Iteration 52Q: 3 clusters Score -767046.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -767050.000000 Penalty: 3114.096191
	Iteration 53Q: 3 clusters Score -767050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -767053.375000 Penalty: 3114.096191
	Iteration 54Q: 3 clusters Score -767053.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -767054.500000 Penalty: 3114.096191
	Iteration 55Q: 3 clusters Score -767054.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -767057.375000 Penalty: 3114.096191
	Iteration 56Q: 3 clusters Score -767057.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -767063.375000 Penalty: 3114.096191
	Iteration 57Q: 3 clusters Score -767063.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -767065.562500 Penalty: 3114.096191
	Iteration 58Q: 3 clusters Score -767065.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -767067.812500 Penalty: 3114.096191
	Iteration 59Q: 3 clusters Score -767067.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -767070.250000 Penalty: 3114.096191
	Iteration 60F: 3 clusters Score -767070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -767071.187500 Penalty: 3114.096191
	Iteration 61Q: 3 clusters Score -767071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -767073.687500 Penalty: 3114.096191
	Iteration 62Q: 3 clusters Score -767073.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -767074.000000 Penalty: 3114.096191
	Iteration 63Q: 3 clusters Score -767074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -767073.250000 Penalty: 3114.096191
	Iteration 64Q: 3 clusters Score -767073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -767072.562500 Penalty: 3114.096191
	Iteration 65Q: 3 clusters Score -767072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -767073.125000 Penalty: 3114.096191
	Iteration 66Q: 3 clusters Score -767073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -767075.062500 Penalty: 3114.096191
	Iteration 67Q: 3 clusters Score -767075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -767075.687500 Penalty: 3114.096191
	Iteration 68Q: 3 clusters Score -767075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -767075.187500 Penalty: 3114.096191
	Iteration 69Q: 3 clusters Score -767075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -767075.187500 Penalty: 3114.096191
	Iteration 70F: 3 clusters Score -767075.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Entering Unmasked Estep 
Score: -432913.906250 Penalty: 1478.599487
	Iteration 0F: 2 clusters Score -432913.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -426420.562500 Penalty: 2957.198975
	Iteration 0F: 3 clusters Score -426420.6 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -428751.500000 Penalty: 2957.198975
	Iteration 1F: 3 clusters Score -428751.5 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -429395.031250 Penalty: 2957.198975
	Iteration 2F: 3 clusters Score -429395 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -430038.437500 Penalty: 2957.198975
	Iteration 3F: 3 clusters Score -430038.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -430761.000000 Penalty: 2957.198975
	Iteration 4F: 3 clusters Score -430761 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -431509.875000 Penalty: 2957.198975
	Iteration 5F: 3 clusters Score -431509.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -432107.968750 Penalty: 2957.198975
	Iteration 6F: 3 clusters Score -432108 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -432506.718750 Penalty: 2957.198975
	Iteration 7F: 3 clusters Score -432506.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -432669.625000 Penalty: 2957.198975
	Iteration 8Q: 3 clusters Score -432669.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -432721.312500 Penalty: 2957.198975
	Iteration 9Q: 3 clusters Score -432721.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -432741.406250 Penalty: 2957.198975
	Iteration 10Q: 3 clusters Score -432741.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -432750.468750 Penalty: 2957.198975
	Iteration 11Q: 3 clusters Score -432750.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -432758.093750 Penalty: 2957.198975
	Iteration 12Q: 3 clusters Score -432758.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -432761.093750 Penalty: 2957.198975
	Iteration 13Q: 3 clusters Score -432761.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -432766.343750 Penalty: 2957.198975
	Iteration 14Q: 3 clusters Score -432766.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -432769.187500 Penalty: 2957.198975
	Iteration 15Q: 3 clusters Score -432769.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -432771.375000 Penalty: 2957.198975
	Iteration 16Q: 3 clusters Score -432771.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -432774.625000 Penalty: 2957.198975
	Iteration 17Q: 3 clusters Score -432774.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -432777.906250 Penalty: 2957.198975
	Iteration 18Q: 3 clusters Score -432777.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -432779.312500 Penalty: 2957.198975
	Iteration 19Q: 3 clusters Score -432779.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -432780.250000 Penalty: 2957.198975
	Iteration 20F: 3 clusters Score -432780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -432780.406250 Penalty: 2957.198975
	Iteration 21Q: 3 clusters Score -432780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -432782.156250 Penalty: 2957.198975
	Iteration 22Q: 3 clusters Score -432782.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -432781.656250 Penalty: 2957.198975
	Iteration 23Q: 3 clusters Score -432781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -432781.937500 Penalty: 2957.198975
	Iteration 24Q: 3 clusters Score -432781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -432781.937500 Penalty: 2957.198975
	Iteration 25F: 3 clusters Score -432781.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Entering Unmasked Estep 
Score: -176369.640625 Penalty: 1314.590820
	Iteration 0F: 2 clusters Score -176369.6 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 1616 members 
Entering Unmasked Estep 
Score: -173462.625000 Penalty: 2629.181641
	Iteration 0F: 3 clusters Score -173462.6 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -174149.843750 Penalty: 2629.181641
	Iteration 1F: 3 clusters Score -174149.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -174271.312500 Penalty: 2629.181641
	Iteration 2F: 3 clusters Score -174271.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -174352.421875 Penalty: 2629.181641
	Iteration 3Q: 3 clusters Score -174352.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -174401.187500 Penalty: 2629.181641
	Iteration 4Q: 3 clusters Score -174401.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -174447.859375 Penalty: 2629.181641
	Iteration 5Q: 3 clusters Score -174447.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -174488.515625 Penalty: 2629.181641
	Iteration 6Q: 3 clusters Score -174488.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -174522.671875 Penalty: 2629.181641
	Iteration 7Q: 3 clusters Score -174522.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -174548.484375 Penalty: 2629.181641
	Iteration 8Q: 3 clusters Score -174548.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -174570.046875 Penalty: 2629.181641
	Iteration 9Q: 3 clusters Score -174570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -174589.718750 Penalty: 2629.181641
	Iteration 10Q: 3 clusters Score -174589.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -174607.281250 Penalty: 2629.181641
	Iteration 11Q: 3 clusters Score -174607.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -174628.140625 Penalty: 2629.181641
	Iteration 12Q: 3 clusters Score -174628.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -174646.968750 Penalty: 2629.181641
	Iteration 13Q: 3 clusters Score -174647 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -174665.906250 Penalty: 2629.181641
	Iteration 14Q: 3 clusters Score -174665.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -174685.656250 Penalty: 2629.181641
	Iteration 15Q: 3 clusters Score -174685.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174708.078125 Penalty: 2629.181641
	Iteration 16Q: 3 clusters Score -174708.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -174731.718750 Penalty: 2629.181641
	Iteration 17Q: 3 clusters Score -174731.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -174753.218750 Penalty: 2629.181641
	Iteration 18Q: 3 clusters Score -174753.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -174772.484375 Penalty: 2629.181641
	Iteration 19Q: 3 clusters Score -174772.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -174793.500000 Penalty: 2629.181641
	Iteration 20F: 3 clusters Score -174793.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -174818.312500 Penalty: 2629.181641
	Iteration 21Q: 3 clusters Score -174818.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -174840.218750 Penalty: 2629.181641
	Iteration 22Q: 3 clusters Score -174840.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -174867.187500 Penalty: 2629.181641
	Iteration 23Q: 3 clusters Score -174867.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -174891.484375 Penalty: 2629.181641
	Iteration 24Q: 3 clusters Score -174891.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -174911.343750 Penalty: 2629.181641
	Iteration 25Q: 3 clusters Score -174911.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -174934.046875 Penalty: 2629.181641
	Iteration 26Q: 3 clusters Score -174934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -174963.015625 Penalty: 2629.181641
	Iteration 27Q: 3 clusters Score -174963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -174985.828125 Penalty: 2629.181641
	Iteration 28Q: 3 clusters Score -174985.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -175004.390625 Penalty: 2629.181641
	Iteration 29Q: 3 clusters Score -175004.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -175023.671875 Penalty: 2629.181641
	Iteration 30Q: 3 clusters Score -175023.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -175043.171875 Penalty: 2629.181641
	Iteration 31Q: 3 clusters Score -175043.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -175053.859375 Penalty: 2629.181641
	Iteration 32Q: 3 clusters Score -175053.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -175063.546875 Penalty: 2629.181641
	Iteration 33Q: 3 clusters Score -175063.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -175077.546875 Penalty: 2629.181641
	Iteration 34Q: 3 clusters Score -175077.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -175091.968750 Penalty: 2629.181641
	Iteration 35Q: 3 clusters Score -175092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -175103.406250 Penalty: 2629.181641
	Iteration 36Q: 3 clusters Score -175103.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -175115.359375 Penalty: 2629.181641
	Iteration 37Q: 3 clusters Score -175115.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -175125.390625 Penalty: 2629.181641
	Iteration 38Q: 3 clusters Score -175125.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -175132.796875 Penalty: 2629.181641
	Iteration 39Q: 3 clusters Score -175132.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -175140.500000 Penalty: 2629.181641
	Iteration 40F: 3 clusters Score -175140.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -175151.265625 Penalty: 2629.181641
	Iteration 41Q: 3 clusters Score -175151.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -175158.156250 Penalty: 2629.181641
	Iteration 42Q: 3 clusters Score -175158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -175164.562500 Penalty: 2629.181641
	Iteration 43Q: 3 clusters Score -175164.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -175170.859375 Penalty: 2629.181641
	Iteration 44Q: 3 clusters Score -175170.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -175172.796875 Penalty: 2629.181641
	Iteration 45Q: 3 clusters Score -175172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -175175.609375 Penalty: 2629.181641
	Iteration 46Q: 3 clusters Score -175175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -175178.593750 Penalty: 2629.181641
	Iteration 47Q: 3 clusters Score -175178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -175180.140625 Penalty: 2629.181641
	Iteration 48Q: 3 clusters Score -175180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -175182.718750 Penalty: 2629.181641
	Iteration 49Q: 3 clusters Score -175182.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -175185.781250 Penalty: 2629.181641
	Iteration 50Q: 3 clusters Score -175185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -175190.265625 Penalty: 2629.181641
	Iteration 51Q: 3 clusters Score -175190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -175193.203125 Penalty: 2629.181641
	Iteration 52Q: 3 clusters Score -175193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -175194.312500 Penalty: 2629.181641
	Iteration 53Q: 3 clusters Score -175194.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -175194.312500 Penalty: 2629.181641
	Iteration 54F: 3 clusters Score -175194.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -200888.468750 Penalty: 1338.246216
	Iteration 0F: 2 clusters Score -200888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -197696.078125 Penalty: 2676.492432
	Iteration 0F: 3 clusters Score -197696.1 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -198442.968750 Penalty: 2676.492432
	Iteration 1F: 3 clusters Score -198443 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -198579.968750 Penalty: 2676.492432
	Iteration 2F: 3 clusters Score -198580 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -198667.125000 Penalty: 2676.492432
	Iteration 3Q: 3 clusters Score -198667.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -198717.515625 Penalty: 2676.492432
	Iteration 4Q: 3 clusters Score -198717.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -198752.250000 Penalty: 2676.492432
	Iteration 5Q: 3 clusters Score -198752.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -198784.578125 Penalty: 2676.492432
	Iteration 6Q: 3 clusters Score -198784.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -198809.812500 Penalty: 2676.492432
	Iteration 7Q: 3 clusters Score -198809.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -198832.375000 Penalty: 2676.492432
	Iteration 8Q: 3 clusters Score -198832.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -198849.765625 Penalty: 2676.492432
	Iteration 9Q: 3 clusters Score -198849.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -198865.390625 Penalty: 2676.492432
	Iteration 10Q: 3 clusters Score -198865.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -198885.625000 Penalty: 2676.492432
	Iteration 11Q: 3 clusters Score -198885.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -198906.562500 Penalty: 2676.492432
	Iteration 12Q: 3 clusters Score -198906.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -198924.343750 Penalty: 2676.492432
	Iteration 13Q: 3 clusters Score -198924.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -198940.015625 Penalty: 2676.492432
	Iteration 14Q: 3 clusters Score -198940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -198954.312500 Penalty: 2676.492432
	Iteration 15Q: 3 clusters Score -198954.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -198965.406250 Penalty: 2676.492432
	Iteration 16Q: 3 clusters Score -198965.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -198974.328125 Penalty: 2676.492432
	Iteration 17Q: 3 clusters Score -198974.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -198983.156250 Penalty: 2676.492432
	Iteration 18Q: 3 clusters Score -198983.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -198992.484375 Penalty: 2676.492432
	Iteration 19Q: 3 clusters Score -198992.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -199002.593750 Penalty: 2676.492432
	Iteration 20F: 3 clusters Score -199002.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -199011.453125 Penalty: 2676.492432
	Iteration 21Q: 3 clusters Score -199011.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -199023.296875 Penalty: 2676.492432
	Iteration 22Q: 3 clusters Score -199023.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -199035.546875 Penalty: 2676.492432
	Iteration 23Q: 3 clusters Score -199035.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -199047.343750 Penalty: 2676.492432
	Iteration 24Q: 3 clusters Score -199047.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -199058.484375 Penalty: 2676.492432
	Iteration 25Q: 3 clusters Score -199058.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -199069.640625 Penalty: 2676.492432
	Iteration 26Q: 3 clusters Score -199069.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -199085.328125 Penalty: 2676.492432
	Iteration 27Q: 3 clusters Score -199085.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -199104.187500 Penalty: 2676.492432
	Iteration 28Q: 3 clusters Score -199104.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -199125.531250 Penalty: 2676.492432
	Iteration 29Q: 3 clusters Score -199125.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -199142.156250 Penalty: 2676.492432
	Iteration 30Q: 3 clusters Score -199142.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -199162.921875 Penalty: 2676.492432
	Iteration 31Q: 3 clusters Score -199162.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -199191.500000 Penalty: 2676.492432
	Iteration 32Q: 3 clusters Score -199191.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -199221.046875 Penalty: 2676.492432
	Iteration 33Q: 3 clusters Score -199221 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -199254.546875 Penalty: 2676.492432
	Iteration 34Q: 3 clusters Score -199254.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -199291.953125 Penalty: 2676.492432
	Iteration 35Q: 3 clusters Score -199292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -199328.546875 Penalty: 2676.492432
	Iteration 36Q: 3 clusters Score -199328.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -199362.734375 Penalty: 2676.492432
	Iteration 37Q: 3 clusters Score -199362.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -199384.562500 Penalty: 2676.492432
	Iteration 38Q: 3 clusters Score -199384.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -199399.625000 Penalty: 2676.492432
	Iteration 39Q: 3 clusters Score -199399.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -199414.296875 Penalty: 2676.492432
	Iteration 40F: 3 clusters Score -199414.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -199430.906250 Penalty: 2676.492432
	Iteration 41Q: 3 clusters Score -199430.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -199454.734375 Penalty: 2676.492432
	Iteration 42Q: 3 clusters Score -199454.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -199480.171875 Penalty: 2676.492432
	Iteration 43Q: 3 clusters Score -199480.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -199496.343750 Penalty: 2676.492432
	Iteration 44Q: 3 clusters Score -199496.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -199512.046875 Penalty: 2676.492432
	Iteration 45Q: 3 clusters Score -199512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -199524.828125 Penalty: 2676.492432
	Iteration 46Q: 3 clusters Score -199524.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -199538.000000 Penalty: 2676.492432
	Iteration 47Q: 3 clusters Score -199538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -199549.437500 Penalty: 2676.492432
	Iteration 48Q: 3 clusters Score -199549.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -199561.437500 Penalty: 2676.492432
	Iteration 49Q: 3 clusters Score -199561.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -199570.875000 Penalty: 2676.492432
	Iteration 50Q: 3 clusters Score -199570.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -199579.796875 Penalty: 2676.492432
	Iteration 51Q: 3 clusters Score -199579.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -199590.765625 Penalty: 2676.492432
	Iteration 52Q: 3 clusters Score -199590.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -199603.156250 Penalty: 2676.492432
	Iteration 53Q: 3 clusters Score -199603.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -199613.171875 Penalty: 2676.492432
	Iteration 54Q: 3 clusters Score -199613.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -199625.984375 Penalty: 2676.492432
	Iteration 55Q: 3 clusters Score -199626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -199638.406250 Penalty: 2676.492432
	Iteration 56Q: 3 clusters Score -199638.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -199650.015625 Penalty: 2676.492432
	Iteration 57Q: 3 clusters Score -199650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -199660.187500 Penalty: 2676.492432
	Iteration 58Q: 3 clusters Score -199660.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -199669.656250 Penalty: 2676.492432
	Iteration 59Q: 3 clusters Score -199669.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -199676.421875 Penalty: 2676.492432
	Iteration 60F: 3 clusters Score -199676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -199681.140625 Penalty: 2676.492432
	Iteration 61Q: 3 clusters Score -199681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -199683.109375 Penalty: 2676.492432
	Iteration 62Q: 3 clusters Score -199683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -199684.578125 Penalty: 2676.492432
	Iteration 63Q: 3 clusters Score -199684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -199684.578125 Penalty: 2676.492432
	Iteration 64F: 3 clusters Score -199684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Entering Unmasked Estep 
Score: -1570310.000000 Penalty: 1674.379395
	Iteration 0F: 2 clusters Score -1570310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1550166.125000 Penalty: 3348.758789
	Iteration 0F: 3 clusters Score -1550166 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1558016.875000 Penalty: 3348.758789
	Iteration 1F: 3 clusters Score -1558017 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1558511 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1559070 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1559691 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1560460.125000 Penalty: 3348.758789
	Iteration 5Q: 3 clusters Score -1560460 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1561480.375000 Penalty: 3348.758789
	Iteration 6F: 3 clusters Score -1561480 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1562766 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1563919 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1564746 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1565160.125000 Penalty: 3348.758789
	Iteration 10Q: 3 clusters Score -1565160 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1565406 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1565578.625000 Penalty: 3348.758789
	Iteration 12Q: 3 clusters Score -1565579 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1565701.375000 Penalty: 3348.758789
	Iteration 13Q: 3 clusters Score -1565701 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1565826 nChanged 410
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1565957.250000 Penalty: 3348.758789
	Iteration 15Q: 3 clusters Score -1565957 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1566062 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1566141 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1566223.250000 Penalty: 3348.758789
	Iteration 18Q: 3 clusters Score -1566223 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1566292.625000 Penalty: 3348.758789
	Iteration 19Q: 3 clusters Score -1566293 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1566366.875000 Penalty: 3348.758789
	Iteration 20F: 3 clusters Score -1566367 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1566412.125000 Penalty: 3348.758789
	Iteration 21Q: 3 clusters Score -1566412 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1566483.875000 Penalty: 3348.758789
	Iteration 22Q: 3 clusters Score -1566484 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1566542.750000 Penalty: 3348.758789
	Iteration 23Q: 3 clusters Score -1566543 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1566591.375000 Penalty: 3348.758789
	Iteration 24Q: 3 clusters Score -1566591 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1566634.875000 Penalty: 3348.758789
	Iteration 25Q: 3 clusters Score -1566635 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1566680 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1566720 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1566755.500000 Penalty: 3348.758789
	Iteration 28Q: 3 clusters Score -1566756 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1566793 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1566830 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1566859 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1566893 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1566926 nChanged 178
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Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1566957 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1566983 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1567020 nChanged 175
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Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1567043 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1567076 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1567110.875000 Penalty: 3348.758789
	Iteration 39Q: 3 clusters Score -1567111 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1567155.875000 Penalty: 3348.758789
	Iteration 40F: 3 clusters Score -1567156 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1567183.875000 Penalty: 3348.758789
	Iteration 41Q: 3 clusters Score -1567184 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1567221.750000 Penalty: 3348.758789
	Iteration 42Q: 3 clusters Score -1567222 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1567263.625000 Penalty: 3348.758789
	Iteration 43Q: 3 clusters Score -1567264 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1567308 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1567353.250000 Penalty: 3348.758789
	Iteration 45Q: 3 clusters Score -1567353 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1567395.000000 Penalty: 3348.758789
	Iteration 46Q: 3 clusters Score -1567395 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1567442.250000 Penalty: 3348.758789
	Iteration 47Q: 3 clusters Score -1567442 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1567496 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1567533.750000 Penalty: 3348.758789
	Iteration 49Q: 3 clusters Score -1567534 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1567577.875000 Penalty: 3348.758789
	Iteration 50Q: 3 clusters Score -1567578 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1567614.250000 Penalty: 3348.758789
	Iteration 51Q: 3 clusters Score -1567614 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1567666 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1567705 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1567752 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1567797.375000 Penalty: 3348.758789
	Iteration 55Q: 3 clusters Score -1567797 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1567843.250000 Penalty: 3348.758789
	Iteration 56Q: 3 clusters Score -1567843 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1567888 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1567938 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1567977 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1568029.125000 Penalty: 3348.758789
	Iteration 60F: 3 clusters Score -1568029 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1568086 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1568147.000000 Penalty: 3348.758789
	Iteration 62Q: 3 clusters Score -1568147 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1568204.250000 Penalty: 3348.758789
	Iteration 63Q: 3 clusters Score -1568204 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1568250.875000 Penalty: 3348.758789
	Iteration 64Q: 3 clusters Score -1568251 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1568289.125000 Penalty: 3348.758789
	Iteration 65Q: 3 clusters Score -1568289 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1568334.000000 Penalty: 3348.758789
	Iteration 66Q: 3 clusters Score -1568334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1568365 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1568408.250000 Penalty: 3348.758789
	Iteration 68Q: 3 clusters Score -1568408 nChanged 115
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Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1568451.750000 Penalty: 3348.758789
	Iteration 69Q: 3 clusters Score -1568452 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1568507.125000 Penalty: 3348.758789
	Iteration 70Q: 3 clusters Score -1568507 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1568538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1568561 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1568583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1568598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1568614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1568638 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1568673 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1568692.750000 Penalty: 3348.758789
	Iteration 78Q: 3 clusters Score -1568693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1568722 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1568742 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1568754 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1568771.000000 Penalty: 3348.758789
	Iteration 82Q: 3 clusters Score -1568771 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1568786 nChanged 37
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Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1568798.125000 Penalty: 3348.758789
	Iteration 84Q: 3 clusters Score -1568798 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1568810.250000 Penalty: 3348.758789
	Iteration 85Q: 3 clusters Score -1568810 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1568823.750000 Penalty: 3348.758789
	Iteration 86Q: 3 clusters Score -1568824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1568835.250000 Penalty: 3348.758789
	Iteration 87Q: 3 clusters Score -1568835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1568848.625000 Penalty: 3348.758789
	Iteration 88Q: 3 clusters Score -1568849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1568855.875000 Penalty: 3348.758789
	Iteration 89Q: 3 clusters Score -1568856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1568862.250000 Penalty: 3348.758789
	Iteration 90Q: 3 clusters Score -1568862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1568872.125000 Penalty: 3348.758789
	Iteration 91Q: 3 clusters Score -1568872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1568879.625000 Penalty: 3348.758789
	Iteration 92Q: 3 clusters Score -1568880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1568888.625000 Penalty: 3348.758789
	Iteration 93Q: 3 clusters Score -1568889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1568890.875000 Penalty: 3348.758789
	Iteration 94Q: 3 clusters Score -1568891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1568897.750000 Penalty: 3348.758789
	Iteration 95Q: 3 clusters Score -1568898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1568902.250000 Penalty: 3348.758789
	Iteration 96Q: 3 clusters Score -1568902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1568904.125000 Penalty: 3348.758789
	Iteration 97Q: 3 clusters Score -1568904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1568908.250000 Penalty: 3348.758789
	Iteration 98Q: 3 clusters Score -1568908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1568911.250000 Penalty: 3348.758789
	Iteration 99Q: 3 clusters Score -1568911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1568918.375000 Penalty: 3348.758789
	Iteration 100F: 3 clusters Score -1568918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1568920.875000 Penalty: 3348.758789
	Iteration 101Q: 3 clusters Score -1568921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1568928.125000 Penalty: 3348.758789
	Iteration 102Q: 3 clusters Score -1568928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1568931.375000 Penalty: 3348.758789
	Iteration 103Q: 3 clusters Score -1568931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1568932.875000 Penalty: 3348.758789
	Iteration 104Q: 3 clusters Score -1568933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1568932.750000 Penalty: 3348.758789
	Iteration 105Q: 3 clusters Score -1568933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1568932.750000 Penalty: 3348.758789
	Iteration 106Q: 3 clusters Score -1568933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1568932.750000 Penalty: 3348.758789
	Iteration 107F: 3 clusters Score -1568933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Entering Unmasked Estep 
Score: -2039023.625000 Penalty: 1719.170898
	Iteration 0F: 2 clusters Score -2039024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2012786.250000 Penalty: 3438.341797
	Iteration 0F: 3 clusters Score -2012786 nChanged 18287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2022682.500000 Penalty: 3438.341797
	Iteration 1F: 3 clusters Score -2022682 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2023014.250000 Penalty: 3438.341797
	Iteration 2Q: 3 clusters Score -2023014 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2023335.125000 Penalty: 3438.341797
	Iteration 3Q: 3 clusters Score -2023335 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2023689.000000 Penalty: 3438.341797
	Iteration 4Q: 3 clusters Score -2023689 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2024187.875000 Penalty: 3438.341797
	Iteration 5Q: 3 clusters Score -2024188 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2025032.625000 Penalty: 3438.341797
	Iteration 6Q: 3 clusters Score -2025033 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -2026458.250000 Penalty: 3438.341797
	Iteration 7Q: 3 clusters Score -2026458 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -2028280.875000 Penalty: 3438.341797
	Iteration 8F: 3 clusters Score -2028281 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -2030045.625000 Penalty: 3438.341797
	Iteration 9F: 3 clusters Score -2030046 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -2031536.500000 Penalty: 3438.341797
	Iteration 10F: 3 clusters Score -2031536 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -2032633.375000 Penalty: 3438.341797
	Iteration 11Q: 3 clusters Score -2032633 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -2033402.000000 Penalty: 3438.341797
	Iteration 12Q: 3 clusters Score -2033402 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -2034004.875000 Penalty: 3438.341797
	Iteration 13Q: 3 clusters Score -2034005 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -2034459.625000 Penalty: 3438.341797
	Iteration 14Q: 3 clusters Score -2034460 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -2034830.625000 Penalty: 3438.341797
	Iteration 15Q: 3 clusters Score -2034831 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -2035167.750000 Penalty: 3438.341797
	Iteration 16Q: 3 clusters Score -2035168 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -2035465.000000 Penalty: 3438.341797
	Iteration 17Q: 3 clusters Score -2035465 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -2035747.250000 Penalty: 3438.341797
	Iteration 18Q: 3 clusters Score -2035747 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -2036016.125000 Penalty: 3438.341797
	Iteration 19Q: 3 clusters Score -2036016 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -2036255.500000 Penalty: 3438.341797
	Iteration 20F: 3 clusters Score -2036256 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -2036462.000000 Penalty: 3438.341797
	Iteration 21Q: 3 clusters Score -2036462 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -2036638.125000 Penalty: 3438.341797
	Iteration 22Q: 3 clusters Score -2036638 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -2036805.875000 Penalty: 3438.341797
	Iteration 23Q: 3 clusters Score -2036806 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -2036951.625000 Penalty: 3438.341797
	Iteration 24Q: 3 clusters Score -2036952 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -2037065.500000 Penalty: 3438.341797
	Iteration 25Q: 3 clusters Score -2037066 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -2037155.125000 Penalty: 3438.341797
	Iteration 26Q: 3 clusters Score -2037155 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -2037250.625000 Penalty: 3438.341797
	Iteration 27Q: 3 clusters Score -2037251 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -2037299.375000 Penalty: 3438.341797
	Iteration 28Q: 3 clusters Score -2037299 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -2037353.750000 Penalty: 3438.341797
	Iteration 29Q: 3 clusters Score -2037354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -2037388.125000 Penalty: 3438.341797
	Iteration 30Q: 3 clusters Score -2037388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -2037420.750000 Penalty: 3438.341797
	Iteration 31Q: 3 clusters Score -2037421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -2037449.500000 Penalty: 3438.341797
	Iteration 32Q: 3 clusters Score -2037450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -2037470.500000 Penalty: 3438.341797
	Iteration 33Q: 3 clusters Score -2037470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -2037487.125000 Penalty: 3438.341797
	Iteration 34Q: 3 clusters Score -2037487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -2037495.625000 Penalty: 3438.341797
	Iteration 35Q: 3 clusters Score -2037496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -2037511.000000 Penalty: 3438.341797
	Iteration 36Q: 3 clusters Score -2037511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -2037518.125000 Penalty: 3438.341797
	Iteration 37Q: 3 clusters Score -2037518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -2037522.750000 Penalty: 3438.341797
	Iteration 38Q: 3 clusters Score -2037523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -2037530.875000 Penalty: 3438.341797
	Iteration 39Q: 3 clusters Score -2037531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -2037540.750000 Penalty: 3438.341797
	Iteration 40F: 3 clusters Score -2037541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -2037549.125000 Penalty: 3438.341797
	Iteration 41Q: 3 clusters Score -2037549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -2037555.500000 Penalty: 3438.341797
	Iteration 42Q: 3 clusters Score -2037556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -2037559.500000 Penalty: 3438.341797
	Iteration 43Q: 3 clusters Score -2037560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -2037566.750000 Penalty: 3438.341797
	Iteration 44Q: 3 clusters Score -2037567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -2037565.500000 Penalty: 3438.341797
	Iteration 45Q: 3 clusters Score -2037566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -2037569.375000 Penalty: 3438.341797
	Iteration 46Q: 3 clusters Score -2037569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -2037572.375000 Penalty: 3438.341797
	Iteration 47Q: 3 clusters Score -2037572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -2037573.875000 Penalty: 3438.341797
	Iteration 48Q: 3 clusters Score -2037574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -2037575.875000 Penalty: 3438.341797
	Iteration 49Q: 3 clusters Score -2037576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -2037576.625000 Penalty: 3438.341797
	Iteration 50Q: 3 clusters Score -2037577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -2037576.625000 Penalty: 3438.341797
	Iteration 51F: 3 clusters Score -2037577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Entering Unmasked Estep 
Score: -3050205.500000 Penalty: 1782.133179
	Iteration 0F: 2 clusters Score -3050206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -3011469.250000 Penalty: 3564.266357
	Iteration 0F: 3 clusters Score -3011469 nChanged 27204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -3026714.250000 Penalty: 3564.266357
	Iteration 1F: 3 clusters Score -3026714 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3027128.000000 Penalty: 3564.266357
	Iteration 2Q: 3 clusters Score -3027128 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3027524.750000 Penalty: 3564.266357
	Iteration 3Q: 3 clusters Score -3027525 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3027952.500000 Penalty: 3564.266357
	Iteration 4Q: 3 clusters Score -3027952 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3028458.000000 Penalty: 3564.266357
	Iteration 5Q: 3 clusters Score -3028458 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -3029176.250000 Penalty: 3564.266357
	Iteration 6Q: 3 clusters Score -3029176 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -3030219.750000 Penalty: 3564.266357
	Iteration 7Q: 3 clusters Score -3030220 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -3031886.250000 Penalty: 3564.266357
	Iteration 8F: 3 clusters Score -3031886 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -3034560.750000 Penalty: 3564.266357
	Iteration 9F: 3 clusters Score -3034561 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -3038270.000000 Penalty: 3564.266357
	Iteration 10F: 3 clusters Score -3038270 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -3042457.500000 Penalty: 3564.266357
	Iteration 11F: 3 clusters Score -3042458 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -3045686.250000 Penalty: 3564.266357
	Iteration 12F: 3 clusters Score -3045686 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -3047445.750000 Penalty: 3564.266357
	Iteration 13Q: 3 clusters Score -3047446 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -3048217.750000 Penalty: 3564.266357
	Iteration 14Q: 3 clusters Score -3048218 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -3048526.250000 Penalty: 3564.266357
	Iteration 15Q: 3 clusters Score -3048526 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -3048684.250000 Penalty: 3564.266357
	Iteration 16Q: 3 clusters Score -3048684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -3048759.500000 Penalty: 3564.266357
	Iteration 17Q: 3 clusters Score -3048760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -3048809.250000 Penalty: 3564.266357
	Iteration 18Q: 3 clusters Score -3048809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -3048852.750000 Penalty: 3564.266357
	Iteration 19Q: 3 clusters Score -3048853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -3048880.500000 Penalty: 3564.266357
	Iteration 20F: 3 clusters Score -3048880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -3048887.500000 Penalty: 3564.266357
	Iteration 21Q: 3 clusters Score -3048888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -3048890.500000 Penalty: 3564.266357
	Iteration 22Q: 3 clusters Score -3048890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -3048892.000000 Penalty: 3564.266357
	Iteration 23Q: 3 clusters Score -3048892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -3048891.250000 Penalty: 3564.266357
	Iteration 24Q: 3 clusters Score -3048891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -3048893.000000 Penalty: 3564.266357
	Iteration 25Q: 3 clusters Score -3048893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -3048898.500000 Penalty: 3564.266357
	Iteration 26Q: 3 clusters Score -3048898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -3048899.250000 Penalty: 3564.266357
	Iteration 27Q: 3 clusters Score -3048899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -3048899.250000 Penalty: 3564.266357
	Iteration 28F: 3 clusters Score -3048899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Entering Unmasked Estep 
Score: -1603752.875000 Penalty: 1677.959961
	Iteration 0F: 2 clusters Score -1603753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1583290.375000 Penalty: 3355.919922
	Iteration 0F: 3 clusters Score -1583290 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1591058.750000 Penalty: 3355.919922
	Iteration 1F: 3 clusters Score -1591059 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1591397.125000 Penalty: 3355.919922
	Iteration 2Q: 3 clusters Score -1591397 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1591711.375000 Penalty: 3355.919922
	Iteration 3Q: 3 clusters Score -1591711 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1592009.250000 Penalty: 3355.919922
	Iteration 4Q: 3 clusters Score -1592009 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1592328.625000 Penalty: 3355.919922
	Iteration 5Q: 3 clusters Score -1592329 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1592665.125000 Penalty: 3355.919922
	Iteration 6Q: 3 clusters Score -1592665 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1593043.250000 Penalty: 3355.919922
	Iteration 7Q: 3 clusters Score -1593043 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1593608.375000 Penalty: 3355.919922
	Iteration 8Q: 3 clusters Score -1593608 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1594354.625000 Penalty: 3355.919922
	Iteration 9Q: 3 clusters Score -1594355 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1595363.875000 Penalty: 3355.919922
	Iteration 10Q: 3 clusters Score -1595364 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1596379.375000 Penalty: 3355.919922
	Iteration 11F: 3 clusters Score -1596379 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1597018.500000 Penalty: 3355.919922
	Iteration 12Q: 3 clusters Score -1597018 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1597332.500000 Penalty: 3355.919922
	Iteration 13Q: 3 clusters Score -1597332 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1597518.250000 Penalty: 3355.919922
	Iteration 14Q: 3 clusters Score -1597518 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1597678.500000 Penalty: 3355.919922
	Iteration 15Q: 3 clusters Score -1597678 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1597828.375000 Penalty: 3355.919922
	Iteration 16Q: 3 clusters Score -1597828 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1597990.250000 Penalty: 3355.919922
	Iteration 17Q: 3 clusters Score -1597990 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1598170.625000 Penalty: 3355.919922
	Iteration 18Q: 3 clusters Score -1598171 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1598356.375000 Penalty: 3355.919922
	Iteration 19Q: 3 clusters Score -1598356 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1598582.750000 Penalty: 3355.919922
	Iteration 20F: 3 clusters Score -1598583 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1598868.500000 Penalty: 3355.919922
	Iteration 21Q: 3 clusters Score -1598868 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1599168.875000 Penalty: 3355.919922
	Iteration 22Q: 3 clusters Score -1599169 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1599460.750000 Penalty: 3355.919922
	Iteration 23Q: 3 clusters Score -1599461 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1599741.375000 Penalty: 3355.919922
	Iteration 24Q: 3 clusters Score -1599741 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1600020.250000 Penalty: 3355.919922
	Iteration 25Q: 3 clusters Score -1600020 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1600249.750000 Penalty: 3355.919922
	Iteration 26Q: 3 clusters Score -1600250 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1600444.125000 Penalty: 3355.919922
	Iteration 27Q: 3 clusters Score -1600444 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1600621.875000 Penalty: 3355.919922
	Iteration 28Q: 3 clusters Score -1600622 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1600784.250000 Penalty: 3355.919922
	Iteration 29Q: 3 clusters Score -1600784 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1600939.250000 Penalty: 3355.919922
	Iteration 30Q: 3 clusters Score -1600939 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1601080.125000 Penalty: 3355.919922
	Iteration 31Q: 3 clusters Score -1601080 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1601205.500000 Penalty: 3355.919922
	Iteration 32Q: 3 clusters Score -1601206 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1601316.250000 Penalty: 3355.919922
	Iteration 33Q: 3 clusters Score -1601316 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1601426.000000 Penalty: 3355.919922
	Iteration 34Q: 3 clusters Score -1601426 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1601531.875000 Penalty: 3355.919922
	Iteration 35Q: 3 clusters Score -1601532 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1601631.375000 Penalty: 3355.919922
	Iteration 36Q: 3 clusters Score -1601631 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1601724.750000 Penalty: 3355.919922
	Iteration 37Q: 3 clusters Score -1601725 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1601794.375000 Penalty: 3355.919922
	Iteration 38Q: 3 clusters Score -1601794 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1601851.625000 Penalty: 3355.919922
	Iteration 39Q: 3 clusters Score -1601852 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1601909.750000 Penalty: 3355.919922
	Iteration 40F: 3 clusters Score -1601910 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1601957.750000 Penalty: 3355.919922
	Iteration 41Q: 3 clusters Score -1601958 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1602005.875000 Penalty: 3355.919922
	Iteration 42Q: 3 clusters Score -1602006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1602050.250000 Penalty: 3355.919922
	Iteration 43Q: 3 clusters Score -1602050 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1602090.875000 Penalty: 3355.919922
	Iteration 44Q: 3 clusters Score -1602091 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1602133.750000 Penalty: 3355.919922
	Iteration 45Q: 3 clusters Score -1602134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1602161.875000 Penalty: 3355.919922
	Iteration 46Q: 3 clusters Score -1602162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1602191.875000 Penalty: 3355.919922
	Iteration 47Q: 3 clusters Score -1602192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1602224.500000 Penalty: 3355.919922
	Iteration 48Q: 3 clusters Score -1602224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1602251.500000 Penalty: 3355.919922
	Iteration 49Q: 3 clusters Score -1602252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1602262.125000 Penalty: 3355.919922
	Iteration 50Q: 3 clusters Score -1602262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1602269.750000 Penalty: 3355.919922
	Iteration 51Q: 3 clusters Score -1602270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1602284.250000 Penalty: 3355.919922
	Iteration 52Q: 3 clusters Score -1602284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1602299.625000 Penalty: 3355.919922
	Iteration 53Q: 3 clusters Score -1602300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1602307.875000 Penalty: 3355.919922
	Iteration 54Q: 3 clusters Score -1602308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1602313.250000 Penalty: 3355.919922
	Iteration 55Q: 3 clusters Score -1602313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1602317.125000 Penalty: 3355.919922
	Iteration 56Q: 3 clusters Score -1602317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1602325.000000 Penalty: 3355.919922
	Iteration 57Q: 3 clusters Score -1602325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1602333.625000 Penalty: 3355.919922
	Iteration 58Q: 3 clusters Score -1602334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1602334.750000 Penalty: 3355.919922
	Iteration 59Q: 3 clusters Score -1602335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1602337.875000 Penalty: 3355.919922
	Iteration 60F: 3 clusters Score -1602338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1602340.625000 Penalty: 3355.919922
	Iteration 61Q: 3 clusters Score -1602341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1602341.625000 Penalty: 3355.919922
	Iteration 62Q: 3 clusters Score -1602342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1602342.750000 Penalty: 3355.919922
	Iteration 63Q: 3 clusters Score -1602343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1602342.625000 Penalty: 3355.919922
	Iteration 64Q: 3 clusters Score -1602343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1602344.250000 Penalty: 3355.919922
	Iteration 65Q: 3 clusters Score -1602344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1602347.000000 Penalty: 3355.919922
	Iteration 66Q: 3 clusters Score -1602347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1602347.250000 Penalty: 3355.919922
	Iteration 67Q: 3 clusters Score -1602347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1602352.000000 Penalty: 3355.919922
	Iteration 68Q: 3 clusters Score -1602352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1602353.500000 Penalty: 3355.919922
	Iteration 69Q: 3 clusters Score -1602354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1602353.625000 Penalty: 3355.919922
	Iteration 70Q: 3 clusters Score -1602354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1602355.000000 Penalty: 3355.919922
	Iteration 71Q: 3 clusters Score -1602355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1602355.250000 Penalty: 3355.919922
	Iteration 72Q: 3 clusters Score -1602355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1602355.250000 Penalty: 3355.919922
	Iteration 73F: 3 clusters Score -1602355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Entering Unmasked Estep 
Score: -260356.484375 Penalty: 1382.607544
	Iteration 0F: 2 clusters Score -260356.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -256394.015625 Penalty: 2765.215088
	Iteration 0F: 3 clusters Score -256394 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -257506.156250 Penalty: 2765.215088
	Iteration 1F: 3 clusters Score -257506.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -257651.593750 Penalty: 2765.215088
	Iteration 2F: 3 clusters Score -257651.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -257720.609375 Penalty: 2765.215088
	Iteration 3Q: 3 clusters Score -257720.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -257762.203125 Penalty: 2765.215088
	Iteration 4Q: 3 clusters Score -257762.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -257787.953125 Penalty: 2765.215088
	Iteration 5Q: 3 clusters Score -257788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -257820.484375 Penalty: 2765.215088
	Iteration 6Q: 3 clusters Score -257820.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -257848.296875 Penalty: 2765.215088
	Iteration 7Q: 3 clusters Score -257848.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -257871.718750 Penalty: 2765.215088
	Iteration 8Q: 3 clusters Score -257871.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -257894.906250 Penalty: 2765.215088
	Iteration 9Q: 3 clusters Score -257894.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -257914.734375 Penalty: 2765.215088
	Iteration 10Q: 3 clusters Score -257914.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -257932.328125 Penalty: 2765.215088
	Iteration 11Q: 3 clusters Score -257932.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -257944.734375 Penalty: 2765.215088
	Iteration 12Q: 3 clusters Score -257944.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -257958.015625 Penalty: 2765.215088
	Iteration 13Q: 3 clusters Score -257958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -257965.921875 Penalty: 2765.215088
	Iteration 14Q: 3 clusters Score -257965.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -257972.328125 Penalty: 2765.215088
	Iteration 15Q: 3 clusters Score -257972.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -257981.359375 Penalty: 2765.215088
	Iteration 16Q: 3 clusters Score -257981.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -257992.625000 Penalty: 2765.215088
	Iteration 17Q: 3 clusters Score -257992.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -258003.640625 Penalty: 2765.215088
	Iteration 18Q: 3 clusters Score -258003.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -258013.046875 Penalty: 2765.215088
	Iteration 19Q: 3 clusters Score -258013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -258021.046875 Penalty: 2765.215088
	Iteration 20F: 3 clusters Score -258021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -258028.828125 Penalty: 2765.215088
	Iteration 21Q: 3 clusters Score -258028.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -258033.250000 Penalty: 2765.215088
	Iteration 22Q: 3 clusters Score -258033.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -258036.718750 Penalty: 2765.215088
	Iteration 23Q: 3 clusters Score -258036.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -258040.421875 Penalty: 2765.215088
	Iteration 24Q: 3 clusters Score -258040.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -258041.859375 Penalty: 2765.215088
	Iteration 25Q: 3 clusters Score -258041.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -258043.562500 Penalty: 2765.215088
	Iteration 26Q: 3 clusters Score -258043.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -258045.125000 Penalty: 2765.215088
	Iteration 27Q: 3 clusters Score -258045.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -258046.187500 Penalty: 2765.215088
	Iteration 28Q: 3 clusters Score -258046.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -258047.421875 Penalty: 2765.215088
	Iteration 29Q: 3 clusters Score -258047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -258048.312500 Penalty: 2765.215088
	Iteration 30Q: 3 clusters Score -258048.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -258048.578125 Penalty: 2765.215088
	Iteration 31Q: 3 clusters Score -258048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -258049.484375 Penalty: 2765.215088
	Iteration 32Q: 3 clusters Score -258049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -258049.765625 Penalty: 2765.215088
	Iteration 33Q: 3 clusters Score -258049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -258050.171875 Penalty: 2765.215088
	Iteration 34Q: 3 clusters Score -258050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -258052.187500 Penalty: 2765.215088
	Iteration 35Q: 3 clusters Score -258052.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -258055.109375 Penalty: 2765.215088
	Iteration 36Q: 3 clusters Score -258055.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -258056.468750 Penalty: 2765.215088
	Iteration 37Q: 3 clusters Score -258056.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -258058.078125 Penalty: 2765.215088
	Iteration 38Q: 3 clusters Score -258058.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -258059.343750 Penalty: 2765.215088
	Iteration 39Q: 3 clusters Score -258059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -258060.265625 Penalty: 2765.215088
	Iteration 40F: 3 clusters Score -258060.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -258061.015625 Penalty: 2765.215088
	Iteration 41Q: 3 clusters Score -258061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -258061.125000 Penalty: 2765.215088
	Iteration 42Q: 3 clusters Score -258061.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -258063.171875 Penalty: 2765.215088
	Iteration 43Q: 3 clusters Score -258063.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -258064.937500 Penalty: 2765.215088
	Iteration 44Q: 3 clusters Score -258064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -258066.609375 Penalty: 2765.215088
	Iteration 45Q: 3 clusters Score -258066.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -258069.625000 Penalty: 2765.215088
	Iteration 46Q: 3 clusters Score -258069.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -258072.687500 Penalty: 2765.215088
	Iteration 47Q: 3 clusters Score -258072.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -258075.281250 Penalty: 2765.215088
	Iteration 48Q: 3 clusters Score -258075.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -258078.953125 Penalty: 2765.215088
	Iteration 49Q: 3 clusters Score -258079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -258082.109375 Penalty: 2765.215088
	Iteration 50Q: 3 clusters Score -258082.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -258084.562500 Penalty: 2765.215088
	Iteration 51Q: 3 clusters Score -258084.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -258087.375000 Penalty: 2765.215088
	Iteration 52Q: 3 clusters Score -258087.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -258091.421875 Penalty: 2765.215088
	Iteration 53Q: 3 clusters Score -258091.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -258097.578125 Penalty: 2765.215088
	Iteration 54Q: 3 clusters Score -258097.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -258102.593750 Penalty: 2765.215088
	Iteration 55Q: 3 clusters Score -258102.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -258108.109375 Penalty: 2765.215088
	Iteration 56Q: 3 clusters Score -258108.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -258113.484375 Penalty: 2765.215088
	Iteration 57Q: 3 clusters Score -258113.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -258117.093750 Penalty: 2765.215088
	Iteration 58Q: 3 clusters Score -258117.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -258124.765625 Penalty: 2765.215088
	Iteration 59Q: 3 clusters Score -258124.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -258134.625000 Penalty: 2765.215088
	Iteration 60F: 3 clusters Score -258134.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -258141.468750 Penalty: 2765.215088
	Iteration 61Q: 3 clusters Score -258141.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -258148.375000 Penalty: 2765.215088
	Iteration 62Q: 3 clusters Score -258148.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -258156.718750 Penalty: 2765.215088
	Iteration 63Q: 3 clusters Score -258156.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -258165.718750 Penalty: 2765.215088
	Iteration 64Q: 3 clusters Score -258165.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -258173.843750 Penalty: 2765.215088
	Iteration 65Q: 3 clusters Score -258173.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -258180.671875 Penalty: 2765.215088
	Iteration 66Q: 3 clusters Score -258180.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -258188.453125 Penalty: 2765.215088
	Iteration 67Q: 3 clusters Score -258188.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -258198.500000 Penalty: 2765.215088
	Iteration 68Q: 3 clusters Score -258198.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -258211.546875 Penalty: 2765.215088
	Iteration 69Q: 3 clusters Score -258211.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -258232.765625 Penalty: 2765.215088
	Iteration 70Q: 3 clusters Score -258232.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -258257.812500 Penalty: 2765.215088
	Iteration 71Q: 3 clusters Score -258257.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -258285.671875 Penalty: 2765.215088
	Iteration 72Q: 3 clusters Score -258285.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -258316.609375 Penalty: 2765.215088
	Iteration 73Q: 3 clusters Score -258316.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -258360.593750 Penalty: 2765.215088
	Iteration 74Q: 3 clusters Score -258360.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -258405.375000 Penalty: 2765.215088
	Iteration 75Q: 3 clusters Score -258405.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -258445.500000 Penalty: 2765.215088
	Iteration 76Q: 3 clusters Score -258445.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -258493.765625 Penalty: 2765.215088
	Iteration 77Q: 3 clusters Score -258493.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -258551.281250 Penalty: 2765.215088
	Iteration 78Q: 3 clusters Score -258551.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -258606.437500 Penalty: 2765.215088
	Iteration 79Q: 3 clusters Score -258606.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -258670.265625 Penalty: 2765.215088
	Iteration 80F: 3 clusters Score -258670.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -258725.359375 Penalty: 2765.215088
	Iteration 81Q: 3 clusters Score -258725.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -258781.343750 Penalty: 2765.215088
	Iteration 82Q: 3 clusters Score -258781.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -258834.890625 Penalty: 2765.215088
	Iteration 83Q: 3 clusters Score -258834.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -258887.984375 Penalty: 2765.215088
	Iteration 84Q: 3 clusters Score -258888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -258931.796875 Penalty: 2765.215088
	Iteration 85Q: 3 clusters Score -258931.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -258964.250000 Penalty: 2765.215088
	Iteration 86Q: 3 clusters Score -258964.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -259001.609375 Penalty: 2765.215088
	Iteration 87Q: 3 clusters Score -259001.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -259039.062500 Penalty: 2765.215088
	Iteration 88Q: 3 clusters Score -259039.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -259072.015625 Penalty: 2765.215088
	Iteration 89Q: 3 clusters Score -259072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -259095.828125 Penalty: 2765.215088
	Iteration 90Q: 3 clusters Score -259095.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -259112.390625 Penalty: 2765.215088
	Iteration 91Q: 3 clusters Score -259112.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -259127.546875 Penalty: 2765.215088
	Iteration 92Q: 3 clusters Score -259127.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -259137.125000 Penalty: 2765.215088
	Iteration 93Q: 3 clusters Score -259137.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -259144.078125 Penalty: 2765.215088
	Iteration 94Q: 3 clusters Score -259144.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -259155.265625 Penalty: 2765.215088
	Iteration 95Q: 3 clusters Score -259155.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -259165.796875 Penalty: 2765.215088
	Iteration 96Q: 3 clusters Score -259165.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -259173.296875 Penalty: 2765.215088
	Iteration 97Q: 3 clusters Score -259173.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -259181.453125 Penalty: 2765.215088
	Iteration 98Q: 3 clusters Score -259181.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -259188.546875 Penalty: 2765.215088
	Iteration 99Q: 3 clusters Score -259188.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -259191.203125 Penalty: 2765.215088
	Iteration 100F: 3 clusters Score -259191.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -259194.781250 Penalty: 2765.215088
	Iteration 101Q: 3 clusters Score -259194.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -259198.734375 Penalty: 2765.215088
	Iteration 102Q: 3 clusters Score -259198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -259200.812500 Penalty: 2765.215088
	Iteration 103Q: 3 clusters Score -259200.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -259201.593750 Penalty: 2765.215088
	Iteration 104Q: 3 clusters Score -259201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -259204.171875 Penalty: 2765.215088
	Iteration 105Q: 3 clusters Score -259204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -259207.437500 Penalty: 2765.215088
	Iteration 106Q: 3 clusters Score -259207.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -259210.343750 Penalty: 2765.215088
	Iteration 107Q: 3 clusters Score -259210.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -259213.375000 Penalty: 2765.215088
	Iteration 108Q: 3 clusters Score -259213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -259214.609375 Penalty: 2765.215088
	Iteration 109Q: 3 clusters Score -259214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -259215.765625 Penalty: 2765.215088
	Iteration 110Q: 3 clusters Score -259215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -259216.843750 Penalty: 2765.215088
	Iteration 111Q: 3 clusters Score -259216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -259216.843750 Penalty: 2765.215088
	Iteration 112F: 3 clusters Score -259216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -120568.710938 Penalty: 1263.072266
	Iteration 0F: 2 clusters Score -120568.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -118238.843750 Penalty: 2526.144531
	Iteration 0F: 3 clusters Score -118238.8 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -118745.406250 Penalty: 2526.144531
	Iteration 1F: 3 clusters Score -118745.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -118841.578125 Penalty: 2526.144531
	Iteration 2F: 3 clusters Score -118841.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -118899.500000 Penalty: 2526.144531
	Iteration 3Q: 3 clusters Score -118899.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -118932.265625 Penalty: 2526.144531
	Iteration 4Q: 3 clusters Score -118932.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -118962.875000 Penalty: 2526.144531
	Iteration 5Q: 3 clusters Score -118962.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -118986.664062 Penalty: 2526.144531
	Iteration 6Q: 3 clusters Score -118986.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -119000.242188 Penalty: 2526.144531
	Iteration 7Q: 3 clusters Score -119000.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -119020.539062 Penalty: 2526.144531
	Iteration 8Q: 3 clusters Score -119020.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -119044.578125 Penalty: 2526.144531
	Iteration 9Q: 3 clusters Score -119044.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -119059.867188 Penalty: 2526.144531
	Iteration 10Q: 3 clusters Score -119059.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -119077.804688 Penalty: 2526.144531
	Iteration 11Q: 3 clusters Score -119077.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -119092.953125 Penalty: 2526.144531
	Iteration 12Q: 3 clusters Score -119093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -119104.562500 Penalty: 2526.144531
	Iteration 13Q: 3 clusters Score -119104.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -119112.562500 Penalty: 2526.144531
	Iteration 14Q: 3 clusters Score -119112.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -119115.351562 Penalty: 2526.144531
	Iteration 15Q: 3 clusters Score -119115.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -119117.195312 Penalty: 2526.144531
	Iteration 16Q: 3 clusters Score -119117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -119119.703125 Penalty: 2526.144531
	Iteration 17Q: 3 clusters Score -119119.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -119121.875000 Penalty: 2526.144531
	Iteration 18Q: 3 clusters Score -119121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -119122.570312 Penalty: 2526.144531
	Iteration 19Q: 3 clusters Score -119122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -119123.078125 Penalty: 2526.144531
	Iteration 20F: 3 clusters Score -119123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -119123.679688 Penalty: 2526.144531
	Iteration 21Q: 3 clusters Score -119123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -119124.023438 Penalty: 2526.144531
	Iteration 22Q: 3 clusters Score -119124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -119124.015625 Penalty: 2526.144531
	Iteration 23Q: 3 clusters Score -119124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -119124.312500 Penalty: 2526.144531
	Iteration 24Q: 3 clusters Score -119124.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -119124.625000 Penalty: 2526.144531
	Iteration 25Q: 3 clusters Score -119124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -119124.625000 Penalty: 2526.144531
	Iteration 26F: 3 clusters Score -119124.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (172578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172578 members 
Entering Unmasked Estep 
Score: -8807660.000000 Penalty: 1959.523193
	Iteration 0F: 2 clusters Score -8807660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -8691791.000000 Penalty: 3919.046387
	Iteration 0F: 3 clusters Score -8691791 nChanged 83035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96343 members 
Mstep: Class 2 contains 76235 members 
Entering Unmasked Estep 
Score: -8742092.000000 Penalty: 3919.046387
	Iteration 1F: 3 clusters Score -8742092 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -8744729.000000 Penalty: 3919.046387
	Iteration 2Q: 3 clusters Score -8744729 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111179 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -8749413.000000 Penalty: 3919.046387
	Iteration 3F: 3 clusters Score -8749413 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123704 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -8758228.000000 Penalty: 3919.046387
	Iteration 4F: 3 clusters Score -8758228 nChanged 15684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139360 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -8772245.000000 Penalty: 3919.046387
	Iteration 5F: 3 clusters Score -8772245 nChanged 15599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -8788190.000000 Penalty: 3919.046387
	Iteration 6F: 3 clusters Score -8788190 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165597 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -8799206.000000 Penalty: 3919.046387
	Iteration 7F: 3 clusters Score -8799206 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170306 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8803885.000000 Penalty: 3919.046387
	Iteration 8Q: 3 clusters Score -8803885 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8805226.000000 Penalty: 3919.046387
	Iteration 9Q: 3 clusters Score -8805226 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172156 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8805629.000000 Penalty: 3919.046387
	Iteration 10Q: 3 clusters Score -8805629 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172273 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8805744.000000 Penalty: 3919.046387
	Iteration 11Q: 3 clusters Score -8805744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172311 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8805806.000000 Penalty: 3919.046387
	Iteration 12Q: 3 clusters Score -8805806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172319 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8805838.000000 Penalty: 3919.046387
	Iteration 13Q: 3 clusters Score -8805838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172328 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8805876.000000 Penalty: 3919.046387
	Iteration 14Q: 3 clusters Score -8805876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172334 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8805884.000000 Penalty: 3919.046387
	Iteration 15Q: 3 clusters Score -8805884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8805889.000000 Penalty: 3919.046387
	Iteration 16Q: 3 clusters Score -8805889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172342 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8805897.000000 Penalty: 3919.046387
	Iteration 17Q: 3 clusters Score -8805897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172341 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8805905.000000 Penalty: 3919.046387
	Iteration 18Q: 3 clusters Score -8805905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172341 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8805918.000000 Penalty: 3919.046387
	Iteration 19Q: 3 clusters Score -8805918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172338 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8805924.000000 Penalty: 3919.046387
	Iteration 20F: 3 clusters Score -8805924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172338 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8805928.000000 Penalty: 3919.046387
	Iteration 21Q: 3 clusters Score -8805928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8805938.000000 Penalty: 3919.046387
	Iteration 22Q: 3 clusters Score -8805938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172338 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8805943.000000 Penalty: 3919.046387
	Iteration 23Q: 3 clusters Score -8805943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172338 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8805945.000000 Penalty: 3919.046387
	Iteration 24Q: 3 clusters Score -8805945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172336 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8805961.000000 Penalty: 3919.046387
	Iteration 25Q: 3 clusters Score -8805961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172334 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8805960.000000 Penalty: 3919.046387
	Iteration 26Q: 3 clusters Score -8805960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172333 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8805962.000000 Penalty: 3919.046387
	Iteration 27Q: 3 clusters Score -8805962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172332 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8805963.000000 Penalty: 3919.046387
	Iteration 28Q: 3 clusters Score -8805963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172332 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8805963.000000 Penalty: 3919.046387
	Iteration 29F: 3 clusters Score -8805963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Entering Unmasked Estep 
Score: -2582329.250000 Penalty: 1754.329590
	Iteration 0F: 2 clusters Score -2582329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -2549746.250000 Penalty: 3508.659180
	Iteration 0F: 3 clusters Score -2549746 nChanged 22930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2562621.500000 Penalty: 3508.659180
	Iteration 1F: 3 clusters Score -2562622 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2563145.000000 Penalty: 3508.659180
	Iteration 2Q: 3 clusters Score -2563145 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2563822.500000 Penalty: 3508.659180
	Iteration 3Q: 3 clusters Score -2563822 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2564744.250000 Penalty: 3508.659180
	Iteration 4Q: 3 clusters Score -2564744 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2566102.250000 Penalty: 3508.659180
	Iteration 5F: 3 clusters Score -2566102 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2568108.500000 Penalty: 3508.659180
	Iteration 6F: 3 clusters Score -2568108 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2570525.250000 Penalty: 3508.659180
	Iteration 7F: 3 clusters Score -2570525 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2573150.500000 Penalty: 3508.659180
	Iteration 8F: 3 clusters Score -2573150 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2575683.750000 Penalty: 3508.659180
	Iteration 9F: 3 clusters Score -2575684 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2577736.500000 Penalty: 3508.659180
	Iteration 10Q: 3 clusters Score -2577736 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2579092.250000 Penalty: 3508.659180
	Iteration 11Q: 3 clusters Score -2579092 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2579876.250000 Penalty: 3508.659180
	Iteration 12Q: 3 clusters Score -2579876 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2580315.250000 Penalty: 3508.659180
	Iteration 13Q: 3 clusters Score -2580315 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2580528.500000 Penalty: 3508.659180
	Iteration 14Q: 3 clusters Score -2580528 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2580676.000000 Penalty: 3508.659180
	Iteration 15Q: 3 clusters Score -2580676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2580760.500000 Penalty: 3508.659180
	Iteration 16Q: 3 clusters Score -2580760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2580829.250000 Penalty: 3508.659180
	Iteration 17Q: 3 clusters Score -2580829 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2580868.500000 Penalty: 3508.659180
	Iteration 18Q: 3 clusters Score -2580868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2580877.000000 Penalty: 3508.659180
	Iteration 19Q: 3 clusters Score -2580877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2580885.250000 Penalty: 3508.659180
	Iteration 20F: 3 clusters Score -2580885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2580897.250000 Penalty: 3508.659180
	Iteration 21Q: 3 clusters Score -2580897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2580906.500000 Penalty: 3508.659180
	Iteration 22Q: 3 clusters Score -2580906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2580914.250000 Penalty: 3508.659180
	Iteration 23Q: 3 clusters Score -2580914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2580924.250000 Penalty: 3508.659180
	Iteration 24Q: 3 clusters Score -2580924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2580925.500000 Penalty: 3508.659180
	Iteration 25Q: 3 clusters Score -2580926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2580928.500000 Penalty: 3508.659180
	Iteration 26Q: 3 clusters Score -2580928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2580933.750000 Penalty: 3508.659180
	Iteration 27Q: 3 clusters Score -2580934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2580935.250000 Penalty: 3508.659180
	Iteration 28Q: 3 clusters Score -2580935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2580938.500000 Penalty: 3508.659180
	Iteration 29Q: 3 clusters Score -2580938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2580937.250000 Penalty: 3508.659180
	Iteration 30Q: 3 clusters Score -2580937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2580937.250000 Penalty: 3508.659180
	Iteration 31F: 3 clusters Score -2580937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 5 contains 8947 members 
Mstep: Class 7 contains 3261 members 
Mstep: Class 9 contains 3772 members 
Mstep: Class 11 contains 29848 members 
Mstep: Class 13 contains 39321 members 
Mstep: Class 14 contains 57929 members 
Mstep: Class 15 contains 30513 members 
Mstep: Class 16 contains 4956 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172578 members 
Mstep: Class 20 contains 48819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832474.000000 Penalty: 25233.794922
Iteration 159Q: 13 clusters Score -2.083247e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 5 contains 8951 members 
Mstep: Class 7 contains 3255 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 11 contains 29848 members 
Mstep: Class 13 contains 39353 members 
Mstep: Class 14 contains 57929 members 
Mstep: Class 15 contains 30511 members 
Mstep: Class 16 contains 4951 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172556 members 
Mstep: Class 20 contains 48820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832478.000000 Penalty: 25233.794922
Iteration 160F: 13 clusters Score -2.083248e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 5 contains 8954 members 
Mstep: Class 7 contains 3251 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 11 contains 29845 members 
Mstep: Class 13 contains 39388 members 
Mstep: Class 14 contains 57930 members 
Mstep: Class 15 contains 30512 members 
Mstep: Class 16 contains 4943 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172531 members 
Mstep: Class 20 contains 48825 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 13 clusters Score -2.083249e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 7 contains 3249 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 11 contains 29842 members 
Mstep: Class 13 contains 39429 members 
Mstep: Class 14 contains 57934 members 
Mstep: Class 15 contains 30508 members 
Mstep: Class 16 contains 4933 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172511 members 
Mstep: Class 20 contains 48824 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 13 clusters Score -2.083245e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14497 members 
Mstep: Class 5 contains 8954 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 11 contains 29842 members 
Mstep: Class 13 contains 39468 members 
Mstep: Class 14 contains 57933 members 
Mstep: Class 15 contains 30502 members 
Mstep: Class 16 contains 4924 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172494 members 
Mstep: Class 20 contains 48824 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 13 clusters Score -2.08325e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14497 members 
Mstep: Class 5 contains 8953 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 9 contains 3760 members 
Mstep: Class 11 contains 29841 members 
Mstep: Class 13 contains 39504 members 
Mstep: Class 14 contains 57929 members 
Mstep: Class 15 contains 30499 members 
Mstep: Class 16 contains 4918 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172470 members 
Mstep: Class 20 contains 48825 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 13 clusters Score -2.08325e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14498 members 
Mstep: Class 5 contains 8952 members 
Mstep: Class 7 contains 3242 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 11 contains 29838 members 
Mstep: Class 13 contains 39536 members 
Mstep: Class 14 contains 57931 members 
Mstep: Class 15 contains 30496 members 
Mstep: Class 16 contains 4914 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172456 members 
Mstep: Class 20 contains 48825 members 
Entering Unmasked Estep 
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Iteration 165Q: 13 clusters Score -2.08325e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 5 contains 8953 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 9 contains 3756 members 
Mstep: Class 11 contains 29836 members 
Mstep: Class 13 contains 39568 members 
Mstep: Class 14 contains 57927 members 
Mstep: Class 15 contains 30494 members 
Mstep: Class 16 contains 4909 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172432 members 
Mstep: Class 20 contains 48828 members 
Entering Unmasked Estep 
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Iteration 166Q: 13 clusters Score -2.083249e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14498 members 
Mstep: Class 5 contains 8958 members 
Mstep: Class 7 contains 3238 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 11 contains 29836 members 
Mstep: Class 13 contains 39602 members 
Mstep: Class 14 contains 57920 members 
Mstep: Class 15 contains 30491 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 172405 members 
Mstep: Class 20 contains 48831 members 
Entering Unmasked Estep 
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Iteration 167Q: 13 clusters Score -2.083247e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14500 members 
Mstep: Class 5 contains 8962 members 
Mstep: Class 7 contains 3236 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 11 contains 29833 members 
Mstep: Class 13 contains 39628 members 
Mstep: Class 14 contains 57916 members 
Mstep: Class 15 contains 30486 members 
Mstep: Class 16 contains 4908 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172384 members 
Mstep: Class 20 contains 48833 members 
Entering Unmasked Estep 
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Iteration 168Q: 13 clusters Score -2.083253e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14500 members 
Mstep: Class 5 contains 8963 members 
Mstep: Class 7 contains 3235 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 11 contains 29830 members 
Mstep: Class 13 contains 39660 members 
Mstep: Class 14 contains 57915 members 
Mstep: Class 15 contains 30479 members 
Mstep: Class 16 contains 4908 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172361 members 
Mstep: Class 20 contains 48835 members 
Entering Unmasked Estep 
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Iteration 169Q: 13 clusters Score -2.083254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14500 members 
Mstep: Class 5 contains 8965 members 
Mstep: Class 7 contains 3235 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 11 contains 29827 members 
Mstep: Class 13 contains 39683 members 
Mstep: Class 14 contains 57913 members 
Mstep: Class 15 contains 30477 members 
Mstep: Class 16 contains 4909 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172338 members 
Mstep: Class 20 contains 48838 members 
Entering Unmasked Estep 
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Iteration 170Q: 13 clusters Score -2.083256e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 7 contains 3235 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 11 contains 29827 members 
Mstep: Class 13 contains 39707 members 
Mstep: Class 14 contains 57910 members 
Mstep: Class 15 contains 30478 members 
Mstep: Class 16 contains 4908 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172314 members 
Mstep: Class 20 contains 48839 members 
Entering Unmasked Estep 
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Iteration 171Q: 13 clusters Score -2.083254e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14502 members 
Mstep: Class 5 contains 8969 members 
Mstep: Class 7 contains 3236 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 11 contains 29827 members 
Mstep: Class 13 contains 39730 members 
Mstep: Class 14 contains 57907 members 
Mstep: Class 15 contains 30476 members 
Mstep: Class 16 contains 4908 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172292 members 
Mstep: Class 20 contains 48839 members 
Entering Unmasked Estep 
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Iteration 172Q: 13 clusters Score -2.083255e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14500 members 
Mstep: Class 5 contains 8973 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 11 contains 29826 members 
Mstep: Class 13 contains 39747 members 
Mstep: Class 14 contains 57906 members 
Mstep: Class 15 contains 30475 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172281 members 
Mstep: Class 20 contains 48839 members 
Entering Unmasked Estep 
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Score: -20832566.000000 Penalty: 25233.794922
Iteration 173Q: 13 clusters Score -2.083257e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14502 members 
Mstep: Class 5 contains 8978 members 
Mstep: Class 7 contains 3230 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 11 contains 29826 members 
Mstep: Class 13 contains 39765 members 
Mstep: Class 14 contains 57908 members 
Mstep: Class 15 contains 30474 members 
Mstep: Class 16 contains 4904 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172262 members 
Mstep: Class 20 contains 48840 members 
Entering Unmasked Estep 
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Score: -20832534.000000 Penalty: 25233.794922
Iteration 174Q: 13 clusters Score -2.083253e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 5 contains 8980 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 9 contains 3753 members 
Mstep: Class 11 contains 29825 members 
Mstep: Class 13 contains 39793 members 
Mstep: Class 14 contains 57905 members 
Mstep: Class 15 contains 30473 members 
Mstep: Class 16 contains 4897 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172245 members 
Mstep: Class 20 contains 48843 members 
Entering Unmasked Estep 
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Score: -20832532.000000 Penalty: 25233.794922
Iteration 175Q: 13 clusters Score -2.083253e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14500 members 
Mstep: Class 5 contains 8983 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 9 contains 3756 members 
Mstep: Class 11 contains 29823 members 
Mstep: Class 13 contains 39813 members 
Mstep: Class 14 contains 57901 members 
Mstep: Class 15 contains 30472 members 
Mstep: Class 16 contains 4890 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172232 members 
Mstep: Class 20 contains 48845 members 
Entering Unmasked Estep 
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Score: -20832528.000000 Penalty: 25233.794922
Iteration 176Q: 13 clusters Score -2.083253e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14498 members 
Mstep: Class 5 contains 8988 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 11 contains 29823 members 
Mstep: Class 13 contains 39826 members 
Mstep: Class 14 contains 57900 members 
Mstep: Class 15 contains 30471 members 
Mstep: Class 16 contains 4890 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172219 members 
Mstep: Class 20 contains 48845 members 
Entering Unmasked Estep 
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Score: -20832544.000000 Penalty: 25233.794922
Iteration 177Q: 13 clusters Score -2.083254e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 5 contains 8988 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 11 contains 29821 members 
Mstep: Class 13 contains 39844 members 
Mstep: Class 14 contains 57898 members 
Mstep: Class 15 contains 30468 members 
Mstep: Class 16 contains 4890 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172209 members 
Mstep: Class 20 contains 48843 members 
Entering Unmasked Estep 
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Score: -20832526.000000 Penalty: 25233.794922
Iteration 178Q: 13 clusters Score -2.083253e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14495 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 7 contains 3228 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 11 contains 29821 members 
Mstep: Class 13 contains 39863 members 
Mstep: Class 14 contains 57897 members 
Mstep: Class 15 contains 30462 members 
Mstep: Class 16 contains 4889 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172195 members 
Mstep: Class 20 contains 48843 members 
Entering Unmasked Estep 
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Iteration 179Q: 13 clusters Score -2.083258e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14495 members 
Mstep: Class 5 contains 8990 members 
Mstep: Class 7 contains 3227 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 11 contains 29819 members 
Mstep: Class 13 contains 39890 members 
Mstep: Class 14 contains 57898 members 
Mstep: Class 15 contains 30460 members 
Mstep: Class 16 contains 4884 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172178 members 
Mstep: Class 20 contains 48840 members 
Entering Unmasked Estep 
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Score: -20832554.000000 Penalty: 25233.794922
Iteration 180F: 13 clusters Score -2.083255e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 5 contains 8987 members 
Mstep: Class 7 contains 3223 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 11 contains 29818 members 
Mstep: Class 13 contains 39925 members 
Mstep: Class 14 contains 57900 members 
Mstep: Class 15 contains 30458 members 
Mstep: Class 16 contains 4878 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172155 members 
Mstep: Class 20 contains 48840 members 
Entering Unmasked Estep 
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Iteration 181Q: 13 clusters Score -2.083255e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 5 contains 8988 members 
Mstep: Class 7 contains 3219 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 11 contains 29815 members 
Mstep: Class 13 contains 39970 members 
Mstep: Class 14 contains 57898 members 
Mstep: Class 15 contains 30456 members 
Mstep: Class 16 contains 4868 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172131 members 
Mstep: Class 20 contains 48844 members 
Entering Unmasked Estep 
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Iteration 182Q: 13 clusters Score -2.083256e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 7 contains 3212 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 11 contains 29812 members 
Mstep: Class 13 contains 40022 members 
Mstep: Class 14 contains 57894 members 
Mstep: Class 15 contains 30457 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172103 members 
Mstep: Class 20 contains 48847 members 
Entering Unmasked Estep 
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Iteration 183Q: 13 clusters Score -2.08326e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 5 contains 8988 members 
Mstep: Class 7 contains 3208 members 
Mstep: Class 9 contains 3753 members 
Mstep: Class 11 contains 29808 members 
Mstep: Class 13 contains 40076 members 
Mstep: Class 14 contains 57892 members 
Mstep: Class 15 contains 30456 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172068 members 
Mstep: Class 20 contains 48848 members 
Entering Unmasked Estep 
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Iteration 184Q: 13 clusters Score -2.083261e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 5 contains 8984 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 9 contains 3752 members 
Mstep: Class 11 contains 29806 members 
Mstep: Class 13 contains 40125 members 
Mstep: Class 14 contains 57890 members 
Mstep: Class 15 contains 30451 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172047 members 
Mstep: Class 20 contains 48848 members 
Entering Unmasked Estep 
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Iteration 185Q: 13 clusters Score -2.083258e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 5 contains 8983 members 
Mstep: Class 7 contains 3194 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 11 contains 29805 members 
Mstep: Class 13 contains 40171 members 
Mstep: Class 14 contains 57889 members 
Mstep: Class 15 contains 30450 members 
Mstep: Class 16 contains 4840 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 172018 members 
Mstep: Class 20 contains 48853 members 
Entering Unmasked Estep 
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Iteration 186Q: 13 clusters Score -2.083258e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 5 contains 8982 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 11 contains 29805 members 
Mstep: Class 13 contains 40215 members 
Mstep: Class 14 contains 57889 members 
Mstep: Class 15 contains 30446 members 
Mstep: Class 16 contains 4836 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 171993 members 
Mstep: Class 20 contains 48854 members 
Entering Unmasked Estep 
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Iteration 187Q: 13 clusters Score -2.083257e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 5 contains 8981 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 11 contains 29802 members 
Mstep: Class 13 contains 40263 members 
Mstep: Class 14 contains 57887 members 
Mstep: Class 15 contains 30444 members 
Mstep: Class 16 contains 4827 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 171964 members 
Mstep: Class 20 contains 48858 members 
Entering Unmasked Estep 
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Iteration 188Q: 13 clusters Score -2.083249e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14495 members 
Mstep: Class 5 contains 8984 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 11 contains 29799 members 
Mstep: Class 13 contains 40304 members 
Mstep: Class 14 contains 57887 members 
Mstep: Class 15 contains 30444 members 
Mstep: Class 16 contains 4820 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171934 members 
Mstep: Class 20 contains 48861 members 
Entering Unmasked Estep 
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Iteration 189Q: 13 clusters Score -2.08325e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 5 contains 8987 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 11 contains 29798 members 
Mstep: Class 13 contains 40346 members 
Mstep: Class 14 contains 57886 members 
Mstep: Class 15 contains 30445 members 
Mstep: Class 16 contains 4811 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171901 members 
Mstep: Class 20 contains 48861 members 
Entering Unmasked Estep 
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Iteration 190Q: 13 clusters Score -2.083253e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14498 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 9 contains 3735 members 
Mstep: Class 11 contains 29794 members 
Mstep: Class 13 contains 40387 members 
Mstep: Class 14 contains 57882 members 
Mstep: Class 15 contains 30444 members 
Mstep: Class 16 contains 4802 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171876 members 
Mstep: Class 20 contains 48866 members 
Entering Unmasked Estep 
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Iteration 191Q: 13 clusters Score -2.083255e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 9 contains 3735 members 
Mstep: Class 11 contains 29796 members 
Mstep: Class 13 contains 40430 members 
Mstep: Class 14 contains 57881 members 
Mstep: Class 15 contains 30445 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171844 members 
Mstep: Class 20 contains 48871 members 
Entering Unmasked Estep 
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Iteration 192Q: 13 clusters Score -2.083253e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14502 members 
Mstep: Class 5 contains 8990 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 9 contains 3735 members 
Mstep: Class 11 contains 29796 members 
Mstep: Class 13 contains 40473 members 
Mstep: Class 14 contains 57882 members 
Mstep: Class 15 contains 30444 members 
Mstep: Class 16 contains 4786 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171805 members 
Mstep: Class 20 contains 48875 members 
Entering Unmasked Estep 
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Iteration 193Q: 13 clusters Score -2.083255e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14504 members 
Mstep: Class 5 contains 8993 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 9 contains 3733 members 
Mstep: Class 11 contains 29798 members 
Mstep: Class 13 contains 40515 members 
Mstep: Class 14 contains 57881 members 
Mstep: Class 15 contains 30446 members 
Mstep: Class 16 contains 4777 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171768 members 
Mstep: Class 20 contains 48874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832576.000000 Penalty: 25233.794922
Iteration 194Q: 13 clusters Score -2.083258e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14504 members 
Mstep: Class 5 contains 8995 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 11 contains 29799 members 
Mstep: Class 13 contains 40554 members 
Mstep: Class 14 contains 57879 members 
Mstep: Class 15 contains 30442 members 
Mstep: Class 16 contains 4772 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171734 members 
Mstep: Class 20 contains 48872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832550.000000 Penalty: 25233.794922
Iteration 195Q: 13 clusters Score -2.083255e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14502 members 
Mstep: Class 5 contains 8996 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 9 contains 3740 members 
Mstep: Class 11 contains 29799 members 
Mstep: Class 13 contains 40601 members 
Mstep: Class 14 contains 57878 members 
Mstep: Class 15 contains 30438 members 
Mstep: Class 16 contains 4759 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171704 members 
Mstep: Class 20 contains 48873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832560.000000 Penalty: 25233.794922
Iteration 196Q: 13 clusters Score -2.083256e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14503 members 
Mstep: Class 5 contains 8998 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 11 contains 29801 members 
Mstep: Class 13 contains 40653 members 
Mstep: Class 14 contains 57879 members 
Mstep: Class 15 contains 30436 members 
Mstep: Class 16 contains 4738 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171670 members 
Mstep: Class 20 contains 48875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832580.000000 Penalty: 25233.794922
Iteration 197Q: 13 clusters Score -2.083258e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14504 members 
Mstep: Class 5 contains 8999 members 
Mstep: Class 7 contains 3144 members 
Mstep: Class 9 contains 3740 members 
Mstep: Class 11 contains 29803 members 
Mstep: Class 13 contains 40717 members 
Mstep: Class 14 contains 57878 members 
Mstep: Class 15 contains 30426 members 
Mstep: Class 16 contains 4725 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171635 members 
Mstep: Class 20 contains 48875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832576.000000 Penalty: 25233.794922
Iteration 198Q: 13 clusters Score -2.083258e+07 nChanged 110
Entering ConstructFrom: 
Score: -20832576.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (14505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Entering Unmasked Estep 
Score: -768389.687500 Penalty: 1557.115356
	Iteration 0F: 2 clusters Score -768389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -758290.312500 Penalty: 3114.230713
	Iteration 0F: 3 clusters Score -758290.3 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -761791.062500 Penalty: 3114.230713
	Iteration 1F: 3 clusters Score -761791.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -762231.312500 Penalty: 3114.230713
	Iteration 2F: 3 clusters Score -762231.3 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -762677.625000 Penalty: 3114.230713
	Iteration 3F: 3 clusters Score -762677.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -763083.812500 Penalty: 3114.230713
	Iteration 4F: 3 clusters Score -763083.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -763546.000000 Penalty: 3114.230713
	Iteration 5F: 3 clusters Score -763546 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -764033.375000 Penalty: 3114.230713
	Iteration 6F: 3 clusters Score -764033.4 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -764472.562500 Penalty: 3114.230713
	Iteration 7F: 3 clusters Score -764472.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -764851.437500 Penalty: 3114.230713
	Iteration 8Q: 3 clusters Score -764851.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -765166.937500 Penalty: 3114.230713
	Iteration 9Q: 3 clusters Score -765166.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -765419.375000 Penalty: 3114.230713
	Iteration 10Q: 3 clusters Score -765419.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -765613.687500 Penalty: 3114.230713
	Iteration 11Q: 3 clusters Score -765613.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -765748.000000 Penalty: 3114.230713
	Iteration 12Q: 3 clusters Score -765748 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -765830.062500 Penalty: 3114.230713
	Iteration 13Q: 3 clusters Score -765830.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -765897.750000 Penalty: 3114.230713
	Iteration 14Q: 3 clusters Score -765897.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -765957.562500 Penalty: 3114.230713
	Iteration 15Q: 3 clusters Score -765957.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -765999.000000 Penalty: 3114.230713
	Iteration 16Q: 3 clusters Score -765999 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -766037.062500 Penalty: 3114.230713
	Iteration 17Q: 3 clusters Score -766037.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -766060.500000 Penalty: 3114.230713
	Iteration 18Q: 3 clusters Score -766060.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -766085.187500 Penalty: 3114.230713
	Iteration 19Q: 3 clusters Score -766085.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -766102.750000 Penalty: 3114.230713
	Iteration 20F: 3 clusters Score -766102.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -766130.125000 Penalty: 3114.230713
	Iteration 21Q: 3 clusters Score -766130.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -766160.062500 Penalty: 3114.230713
	Iteration 22Q: 3 clusters Score -766160.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -766184.875000 Penalty: 3114.230713
	Iteration 23Q: 3 clusters Score -766184.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -766203.500000 Penalty: 3114.230713
	Iteration 24Q: 3 clusters Score -766203.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -766227.687500 Penalty: 3114.230713
	Iteration 25Q: 3 clusters Score -766227.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -766248.125000 Penalty: 3114.230713
	Iteration 26Q: 3 clusters Score -766248.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -766281.437500 Penalty: 3114.230713
	Iteration 27Q: 3 clusters Score -766281.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -766305.312500 Penalty: 3114.230713
	Iteration 28Q: 3 clusters Score -766305.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -766321.687500 Penalty: 3114.230713
	Iteration 29Q: 3 clusters Score -766321.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -766337.312500 Penalty: 3114.230713
	Iteration 30Q: 3 clusters Score -766337.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -766359.062500 Penalty: 3114.230713
	Iteration 31Q: 3 clusters Score -766359.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -766375.625000 Penalty: 3114.230713
	Iteration 32Q: 3 clusters Score -766375.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -766390.187500 Penalty: 3114.230713
	Iteration 33Q: 3 clusters Score -766390.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -766406.687500 Penalty: 3114.230713
	Iteration 34Q: 3 clusters Score -766406.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -766417.250000 Penalty: 3114.230713
	Iteration 35Q: 3 clusters Score -766417.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -766430.687500 Penalty: 3114.230713
	Iteration 36Q: 3 clusters Score -766430.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -766452.500000 Penalty: 3114.230713
	Iteration 37Q: 3 clusters Score -766452.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -766475.375000 Penalty: 3114.230713
	Iteration 38Q: 3 clusters Score -766475.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -766507.625000 Penalty: 3114.230713
	Iteration 39Q: 3 clusters Score -766507.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -766527.437500 Penalty: 3114.230713
	Iteration 40F: 3 clusters Score -766527.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -766548.500000 Penalty: 3114.230713
	Iteration 41Q: 3 clusters Score -766548.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -766577.000000 Penalty: 3114.230713
	Iteration 42Q: 3 clusters Score -766577 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -766600.812500 Penalty: 3114.230713
	Iteration 43Q: 3 clusters Score -766600.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -766627.625000 Penalty: 3114.230713
	Iteration 44Q: 3 clusters Score -766627.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -766650.750000 Penalty: 3114.230713
	Iteration 45Q: 3 clusters Score -766650.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -766671.562500 Penalty: 3114.230713
	Iteration 46Q: 3 clusters Score -766671.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -766687.937500 Penalty: 3114.230713
	Iteration 47Q: 3 clusters Score -766687.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -766706.812500 Penalty: 3114.230713
	Iteration 48Q: 3 clusters Score -766706.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -766725.687500 Penalty: 3114.230713
	Iteration 49Q: 3 clusters Score -766725.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -766752.250000 Penalty: 3114.230713
	Iteration 50Q: 3 clusters Score -766752.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -766781.750000 Penalty: 3114.230713
	Iteration 51Q: 3 clusters Score -766781.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -766818.125000 Penalty: 3114.230713
	Iteration 52Q: 3 clusters Score -766818.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -766849.812500 Penalty: 3114.230713
	Iteration 53Q: 3 clusters Score -766849.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -766874.375000 Penalty: 3114.230713
	Iteration 54Q: 3 clusters Score -766874.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -766894.937500 Penalty: 3114.230713
	Iteration 55Q: 3 clusters Score -766894.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -766916.187500 Penalty: 3114.230713
	Iteration 56Q: 3 clusters Score -766916.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -766927.937500 Penalty: 3114.230713
	Iteration 57Q: 3 clusters Score -766927.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -766945.187500 Penalty: 3114.230713
	Iteration 58Q: 3 clusters Score -766945.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -766962.750000 Penalty: 3114.230713
	Iteration 59Q: 3 clusters Score -766962.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -766985.562500 Penalty: 3114.230713
	Iteration 60F: 3 clusters Score -766985.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -767007.500000 Penalty: 3114.230713
	Iteration 61Q: 3 clusters Score -767007.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -767035.937500 Penalty: 3114.230713
	Iteration 62Q: 3 clusters Score -767035.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -767058.625000 Penalty: 3114.230713
	Iteration 63Q: 3 clusters Score -767058.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -767085.187500 Penalty: 3114.230713
	Iteration 64Q: 3 clusters Score -767085.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -767103.437500 Penalty: 3114.230713
	Iteration 65Q: 3 clusters Score -767103.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -767116.937500 Penalty: 3114.230713
	Iteration 66Q: 3 clusters Score -767116.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -767129.187500 Penalty: 3114.230713
	Iteration 67Q: 3 clusters Score -767129.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -767144.375000 Penalty: 3114.230713
	Iteration 68Q: 3 clusters Score -767144.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -767165.125000 Penalty: 3114.230713
	Iteration 69Q: 3 clusters Score -767165.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -767190.312500 Penalty: 3114.230713
	Iteration 70Q: 3 clusters Score -767190.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -767208.125000 Penalty: 3114.230713
	Iteration 71Q: 3 clusters Score -767208.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -767229.312500 Penalty: 3114.230713
	Iteration 72Q: 3 clusters Score -767229.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -767243.875000 Penalty: 3114.230713
	Iteration 73Q: 3 clusters Score -767243.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -767258.750000 Penalty: 3114.230713
	Iteration 74Q: 3 clusters Score -767258.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -767271.875000 Penalty: 3114.230713
	Iteration 75Q: 3 clusters Score -767271.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -767282.250000 Penalty: 3114.230713
	Iteration 76Q: 3 clusters Score -767282.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -767291.812500 Penalty: 3114.230713
	Iteration 77Q: 3 clusters Score -767291.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -767299.687500 Penalty: 3114.230713
	Iteration 78Q: 3 clusters Score -767299.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -767314.625000 Penalty: 3114.230713
	Iteration 79Q: 3 clusters Score -767314.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -767325.000000 Penalty: 3114.230713
	Iteration 80F: 3 clusters Score -767325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -767330.312500 Penalty: 3114.230713
	Iteration 81Q: 3 clusters Score -767330.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -767338.312500 Penalty: 3114.230713
	Iteration 82Q: 3 clusters Score -767338.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -767341.437500 Penalty: 3114.230713
	Iteration 83Q: 3 clusters Score -767341.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -767344.875000 Penalty: 3114.230713
	Iteration 84Q: 3 clusters Score -767344.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -767346.437500 Penalty: 3114.230713
	Iteration 85Q: 3 clusters Score -767346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -767346.187500 Penalty: 3114.230713
	Iteration 86Q: 3 clusters Score -767346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -767345.312500 Penalty: 3114.230713
	Iteration 87Q: 3 clusters Score -767345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -767346.375000 Penalty: 3114.230713
	Iteration 88Q: 3 clusters Score -767346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -767345.875000 Penalty: 3114.230713
	Iteration 89Q: 3 clusters Score -767345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -767345.500000 Penalty: 3114.230713
	Iteration 90Q: 3 clusters Score -767345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -767346.125000 Penalty: 3114.230713
	Iteration 91Q: 3 clusters Score -767346.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -767346.125000 Penalty: 3114.230713
	Iteration 92F: 3 clusters Score -767346.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Entering Unmasked Estep 
Score: -435701.156250 Penalty: 1479.577271
	Iteration 0F: 2 clusters Score -435701.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -429205.718750 Penalty: 2959.154541
	Iteration 0F: 3 clusters Score -429205.7 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -431619.531250 Penalty: 2959.154541
	Iteration 1F: 3 clusters Score -431619.5 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -432469.250000 Penalty: 2959.154541
	Iteration 2F: 3 clusters Score -432469.2 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -433450.625000 Penalty: 2959.154541
	Iteration 3F: 3 clusters Score -433450.6 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -434401.593750 Penalty: 2959.154541
	Iteration 4F: 3 clusters Score -434401.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -435035.812500 Penalty: 2959.154541
	Iteration 5F: 3 clusters Score -435035.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -435333.093750 Penalty: 2959.154541
	Iteration 6F: 3 clusters Score -435333.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -435457.562500 Penalty: 2959.154541
	Iteration 7Q: 3 clusters Score -435457.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -435507.593750 Penalty: 2959.154541
	Iteration 8Q: 3 clusters Score -435507.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -435531.218750 Penalty: 2959.154541
	Iteration 9Q: 3 clusters Score -435531.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -435542.687500 Penalty: 2959.154541
	Iteration 10Q: 3 clusters Score -435542.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -435548.812500 Penalty: 2959.154541
	Iteration 11Q: 3 clusters Score -435548.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -435553.093750 Penalty: 2959.154541
	Iteration 12Q: 3 clusters Score -435553.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -435555.500000 Penalty: 2959.154541
	Iteration 13Q: 3 clusters Score -435555.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -435559.406250 Penalty: 2959.154541
	Iteration 14Q: 3 clusters Score -435559.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -435560.125000 Penalty: 2959.154541
	Iteration 15Q: 3 clusters Score -435560.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -435561.656250 Penalty: 2959.154541
	Iteration 16Q: 3 clusters Score -435561.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -435563.156250 Penalty: 2959.154541
	Iteration 17Q: 3 clusters Score -435563.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -435565.812500 Penalty: 2959.154541
	Iteration 18Q: 3 clusters Score -435565.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -435571.375000 Penalty: 2959.154541
	Iteration 19Q: 3 clusters Score -435571.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -435574.000000 Penalty: 2959.154541
	Iteration 20F: 3 clusters Score -435574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -435578.843750 Penalty: 2959.154541
	Iteration 21Q: 3 clusters Score -435578.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -435580.250000 Penalty: 2959.154541
	Iteration 22Q: 3 clusters Score -435580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -435581.593750 Penalty: 2959.154541
	Iteration 23Q: 3 clusters Score -435581.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -435582.968750 Penalty: 2959.154541
	Iteration 24Q: 3 clusters Score -435583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -435585.125000 Penalty: 2959.154541
	Iteration 25Q: 3 clusters Score -435585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -435585.593750 Penalty: 2959.154541
	Iteration 26Q: 3 clusters Score -435585.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -435586.437500 Penalty: 2959.154541
	Iteration 27Q: 3 clusters Score -435586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -435587.250000 Penalty: 2959.154541
	Iteration 28Q: 3 clusters Score -435587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -435588.156250 Penalty: 2959.154541
	Iteration 29Q: 3 clusters Score -435588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -435588.437500 Penalty: 2959.154541
	Iteration 30Q: 3 clusters Score -435588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -435587.843750 Penalty: 2959.154541
	Iteration 31Q: 3 clusters Score -435587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -435587.843750 Penalty: 2959.154541
	Iteration 32F: 3 clusters Score -435587.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -169880.500000 Penalty: 1308.446411
	Iteration 0F: 2 clusters Score -169880.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -167052.046875 Penalty: 2616.892822
	Iteration 0F: 3 clusters Score -167052 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -167720.937500 Penalty: 2616.892822
	Iteration 1F: 3 clusters Score -167720.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -167848.687500 Penalty: 2616.892822
	Iteration 2F: 3 clusters Score -167848.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -167931.609375 Penalty: 2616.892822
	Iteration 3Q: 3 clusters Score -167931.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -167984.781250 Penalty: 2616.892822
	Iteration 4Q: 3 clusters Score -167984.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -168018.109375 Penalty: 2616.892822
	Iteration 5Q: 3 clusters Score -168018.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -168047.046875 Penalty: 2616.892822
	Iteration 6Q: 3 clusters Score -168047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -168065.984375 Penalty: 2616.892822
	Iteration 7Q: 3 clusters Score -168066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -168080.062500 Penalty: 2616.892822
	Iteration 8Q: 3 clusters Score -168080.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -168091.468750 Penalty: 2616.892822
	Iteration 9Q: 3 clusters Score -168091.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -168102.546875 Penalty: 2616.892822
	Iteration 10Q: 3 clusters Score -168102.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -168111.765625 Penalty: 2616.892822
	Iteration 11Q: 3 clusters Score -168111.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -168120.859375 Penalty: 2616.892822
	Iteration 12Q: 3 clusters Score -168120.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -168127.875000 Penalty: 2616.892822
	Iteration 13Q: 3 clusters Score -168127.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -168130.593750 Penalty: 2616.892822
	Iteration 14Q: 3 clusters Score -168130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -168133.062500 Penalty: 2616.892822
	Iteration 15Q: 3 clusters Score -168133.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -168133.968750 Penalty: 2616.892822
	Iteration 16Q: 3 clusters Score -168134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -168134.531250 Penalty: 2616.892822
	Iteration 17Q: 3 clusters Score -168134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -168134.531250 Penalty: 2616.892822
	Iteration 18F: 3 clusters Score -168134.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Entering Unmasked Estep 
Score: -199354.734375 Penalty: 1337.035400
	Iteration 0F: 2 clusters Score -199354.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -196169.640625 Penalty: 2674.070801
	Iteration 0F: 3 clusters Score -196169.6 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -196980.765625 Penalty: 2674.070801
	Iteration 1F: 3 clusters Score -196980.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -197121.515625 Penalty: 2674.070801
	Iteration 2F: 3 clusters Score -197121.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -197201.046875 Penalty: 2674.070801
	Iteration 3Q: 3 clusters Score -197201 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -197269.984375 Penalty: 2674.070801
	Iteration 4Q: 3 clusters Score -197270 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -197328.750000 Penalty: 2674.070801
	Iteration 5Q: 3 clusters Score -197328.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -197382.921875 Penalty: 2674.070801
	Iteration 6Q: 3 clusters Score -197382.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -197446.406250 Penalty: 2674.070801
	Iteration 7Q: 3 clusters Score -197446.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -197502.078125 Penalty: 2674.070801
	Iteration 8Q: 3 clusters Score -197502.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -197542.781250 Penalty: 2674.070801
	Iteration 9Q: 3 clusters Score -197542.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -197582.921875 Penalty: 2674.070801
	Iteration 10Q: 3 clusters Score -197582.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -197615.312500 Penalty: 2674.070801
	Iteration 11Q: 3 clusters Score -197615.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -197647.140625 Penalty: 2674.070801
	Iteration 12Q: 3 clusters Score -197647.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -197693.515625 Penalty: 2674.070801
	Iteration 13Q: 3 clusters Score -197693.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -197756.812500 Penalty: 2674.070801
	Iteration 14Q: 3 clusters Score -197756.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -197816.812500 Penalty: 2674.070801
	Iteration 15Q: 3 clusters Score -197816.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -197862.125000 Penalty: 2674.070801
	Iteration 16Q: 3 clusters Score -197862.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -197909.203125 Penalty: 2674.070801
	Iteration 17Q: 3 clusters Score -197909.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -197962.484375 Penalty: 2674.070801
	Iteration 18Q: 3 clusters Score -197962.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -198021.390625 Penalty: 2674.070801
	Iteration 19Q: 3 clusters Score -198021.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -198058.687500 Penalty: 2674.070801
	Iteration 20F: 3 clusters Score -198058.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -198082.000000 Penalty: 2674.070801
	Iteration 21Q: 3 clusters Score -198082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -198103.000000 Penalty: 2674.070801
	Iteration 22Q: 3 clusters Score -198103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -198112.250000 Penalty: 2674.070801
	Iteration 23Q: 3 clusters Score -198112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -198118.640625 Penalty: 2674.070801
	Iteration 24Q: 3 clusters Score -198118.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -198125.890625 Penalty: 2674.070801
	Iteration 25Q: 3 clusters Score -198125.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -198129.562500 Penalty: 2674.070801
	Iteration 26Q: 3 clusters Score -198129.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -198134.312500 Penalty: 2674.070801
	Iteration 27Q: 3 clusters Score -198134.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -198141.281250 Penalty: 2674.070801
	Iteration 28Q: 3 clusters Score -198141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -198145.546875 Penalty: 2674.070801
	Iteration 29Q: 3 clusters Score -198145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -198147.718750 Penalty: 2674.070801
	Iteration 30Q: 3 clusters Score -198147.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -198151.281250 Penalty: 2674.070801
	Iteration 31Q: 3 clusters Score -198151.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -198152.859375 Penalty: 2674.070801
	Iteration 32Q: 3 clusters Score -198152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -198152.890625 Penalty: 2674.070801
	Iteration 33Q: 3 clusters Score -198152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -198152.890625 Penalty: 2674.070801
	Iteration 34F: 3 clusters Score -198152.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Entering Unmasked Estep 
Score: -1567829.500000 Penalty: 1674.123413
	Iteration 0F: 2 clusters Score -1567830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1547640.125000 Penalty: 3348.246826
	Iteration 0F: 3 clusters Score -1547640 nChanged 13865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1555347.125000 Penalty: 3348.246826
	Iteration 1F: 3 clusters Score -1555347 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1555864.750000 Penalty: 3348.246826
	Iteration 2Q: 3 clusters Score -1555865 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1556588.250000 Penalty: 3348.246826
	Iteration 3F: 3 clusters Score -1556588 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -1557668.375000 Penalty: 3348.246826
	Iteration 4F: 3 clusters Score -1557668 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -1559227.000000 Penalty: 3348.246826
	Iteration 5F: 3 clusters Score -1559227 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -1561296.375000 Penalty: 3348.246826
	Iteration 6F: 3 clusters Score -1561296 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -1563527.250000 Penalty: 3348.246826
	Iteration 7F: 3 clusters Score -1563527 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -1565078.125000 Penalty: 3348.246826
	Iteration 8F: 3 clusters Score -1565078 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -1565774.625000 Penalty: 3348.246826
	Iteration 9Q: 3 clusters Score -1565775 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -1566087.625000 Penalty: 3348.246826
	Iteration 10Q: 3 clusters Score -1566088 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -1566244.375000 Penalty: 3348.246826
	Iteration 11Q: 3 clusters Score -1566244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -1566307.000000 Penalty: 3348.246826
	Iteration 12Q: 3 clusters Score -1566307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -1566334.875000 Penalty: 3348.246826
	Iteration 13Q: 3 clusters Score -1566335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -1566351.500000 Penalty: 3348.246826
	Iteration 14Q: 3 clusters Score -1566352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -1566362.375000 Penalty: 3348.246826
	Iteration 15Q: 3 clusters Score -1566362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -1566369.250000 Penalty: 3348.246826
	Iteration 16Q: 3 clusters Score -1566369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -1566375.625000 Penalty: 3348.246826
	Iteration 17Q: 3 clusters Score -1566376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -1566381.250000 Penalty: 3348.246826
	Iteration 18Q: 3 clusters Score -1566381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -1566386.125000 Penalty: 3348.246826
	Iteration 19Q: 3 clusters Score -1566386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -1566391.000000 Penalty: 3348.246826
	Iteration 20F: 3 clusters Score -1566391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -1566397.000000 Penalty: 3348.246826
	Iteration 21Q: 3 clusters Score -1566397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -1566406.500000 Penalty: 3348.246826
	Iteration 22Q: 3 clusters Score -1566406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -1566409.750000 Penalty: 3348.246826
	Iteration 23Q: 3 clusters Score -1566410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -1566413.875000 Penalty: 3348.246826
	Iteration 24Q: 3 clusters Score -1566414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -1566417.625000 Penalty: 3348.246826
	Iteration 25Q: 3 clusters Score -1566418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -1566421.875000 Penalty: 3348.246826
	Iteration 26Q: 3 clusters Score -1566422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -1566422.250000 Penalty: 3348.246826
	Iteration 27Q: 3 clusters Score -1566422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -1566422.375000 Penalty: 3348.246826
	Iteration 28Q: 3 clusters Score -1566422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -1566422.375000 Penalty: 3348.246826
	Iteration 29F: 3 clusters Score -1566422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Entering Unmasked Estep 
Score: -2114646.000000 Penalty: 1725.119263
	Iteration 0F: 2 clusters Score -2114646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2087368.375000 Penalty: 3450.238525
	Iteration 0F: 3 clusters Score -2087368 nChanged 18901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2098095.000000 Penalty: 3450.238525
	Iteration 1F: 3 clusters Score -2098095 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2098448.750000 Penalty: 3450.238525
	Iteration 2Q: 3 clusters Score -2098449 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2098789.500000 Penalty: 3450.238525
	Iteration 3Q: 3 clusters Score -2098790 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2099148.250000 Penalty: 3450.238525
	Iteration 4Q: 3 clusters Score -2099148 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2099554.750000 Penalty: 3450.238525
	Iteration 5Q: 3 clusters Score -2099555 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2100023.500000 Penalty: 3450.238525
	Iteration 6Q: 3 clusters Score -2100024 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2100679.500000 Penalty: 3450.238525
	Iteration 7Q: 3 clusters Score -2100680 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2101696.000000 Penalty: 3450.238525
	Iteration 8Q: 3 clusters Score -2101696 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2103116.000000 Penalty: 3450.238525
	Iteration 9F: 3 clusters Score -2103116 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2104670.750000 Penalty: 3450.238525
	Iteration 10F: 3 clusters Score -2104671 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2105625.500000 Penalty: 3450.238525
	Iteration 11F: 3 clusters Score -2105626 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2105981.250000 Penalty: 3450.238525
	Iteration 12Q: 3 clusters Score -2105981 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2106122.000000 Penalty: 3450.238525
	Iteration 13Q: 3 clusters Score -2106122 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2106251.500000 Penalty: 3450.238525
	Iteration 14Q: 3 clusters Score -2106252 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2106349.000000 Penalty: 3450.238525
	Iteration 15Q: 3 clusters Score -2106349 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2106462.000000 Penalty: 3450.238525
	Iteration 16Q: 3 clusters Score -2106462 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2106570.000000 Penalty: 3450.238525
	Iteration 17Q: 3 clusters Score -2106570 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2106681.500000 Penalty: 3450.238525
	Iteration 18Q: 3 clusters Score -2106682 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2106836.000000 Penalty: 3450.238525
	Iteration 19Q: 3 clusters Score -2106836 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2107025.000000 Penalty: 3450.238525
	Iteration 20F: 3 clusters Score -2107025 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2107210.000000 Penalty: 3450.238525
	Iteration 21Q: 3 clusters Score -2107210 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2107444.500000 Penalty: 3450.238525
	Iteration 22Q: 3 clusters Score -2107444 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2107712.000000 Penalty: 3450.238525
	Iteration 23Q: 3 clusters Score -2107712 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2108012.750000 Penalty: 3450.238525
	Iteration 24Q: 3 clusters Score -2108013 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2108298.250000 Penalty: 3450.238525
	Iteration 25Q: 3 clusters Score -2108298 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2108525.500000 Penalty: 3450.238525
	Iteration 26Q: 3 clusters Score -2108526 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2108729.250000 Penalty: 3450.238525
	Iteration 27Q: 3 clusters Score -2108729 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2108903.500000 Penalty: 3450.238525
	Iteration 28Q: 3 clusters Score -2108904 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2109064.750000 Penalty: 3450.238525
	Iteration 29Q: 3 clusters Score -2109065 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2109219.500000 Penalty: 3450.238525
	Iteration 30Q: 3 clusters Score -2109220 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2109386.750000 Penalty: 3450.238525
	Iteration 31Q: 3 clusters Score -2109387 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2109528.500000 Penalty: 3450.238525
	Iteration 32Q: 3 clusters Score -2109528 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2109682.000000 Penalty: 3450.238525
	Iteration 33Q: 3 clusters Score -2109682 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2109839.250000 Penalty: 3450.238525
	Iteration 34Q: 3 clusters Score -2109839 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2110005.750000 Penalty: 3450.238525
	Iteration 35Q: 3 clusters Score -2110006 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2110155.250000 Penalty: 3450.238525
	Iteration 36Q: 3 clusters Score -2110155 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2110323.250000 Penalty: 3450.238525
	Iteration 37Q: 3 clusters Score -2110323 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2110505.500000 Penalty: 3450.238525
	Iteration 38Q: 3 clusters Score -2110506 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2110669.750000 Penalty: 3450.238525
	Iteration 39Q: 3 clusters Score -2110670 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2110847.750000 Penalty: 3450.238525
	Iteration 40F: 3 clusters Score -2110848 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2111034.000000 Penalty: 3450.238525
	Iteration 41Q: 3 clusters Score -2111034 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2111226.500000 Penalty: 3450.238525
	Iteration 42Q: 3 clusters Score -2111226 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2111428.000000 Penalty: 3450.238525
	Iteration 43Q: 3 clusters Score -2111428 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2111636.750000 Penalty: 3450.238525
	Iteration 44Q: 3 clusters Score -2111637 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2111820.000000 Penalty: 3450.238525
	Iteration 45Q: 3 clusters Score -2111820 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2112009.000000 Penalty: 3450.238525
	Iteration 46Q: 3 clusters Score -2112009 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2112188.000000 Penalty: 3450.238525
	Iteration 47Q: 3 clusters Score -2112188 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2112342.000000 Penalty: 3450.238525
	Iteration 48Q: 3 clusters Score -2112342 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2112469.250000 Penalty: 3450.238525
	Iteration 49Q: 3 clusters Score -2112469 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2112606.250000 Penalty: 3450.238525
	Iteration 50Q: 3 clusters Score -2112606 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2112715.250000 Penalty: 3450.238525
	Iteration 51Q: 3 clusters Score -2112715 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2112812.250000 Penalty: 3450.238525
	Iteration 52Q: 3 clusters Score -2112812 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2112876.250000 Penalty: 3450.238525
	Iteration 53Q: 3 clusters Score -2112876 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2112940.250000 Penalty: 3450.238525
	Iteration 54Q: 3 clusters Score -2112940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2112992.000000 Penalty: 3450.238525
	Iteration 55Q: 3 clusters Score -2112992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2113046.500000 Penalty: 3450.238525
	Iteration 56Q: 3 clusters Score -2113046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2113078.750000 Penalty: 3450.238525
	Iteration 57Q: 3 clusters Score -2113079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2113105.000000 Penalty: 3450.238525
	Iteration 58Q: 3 clusters Score -2113105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2113120.250000 Penalty: 3450.238525
	Iteration 59Q: 3 clusters Score -2113120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2113125.500000 Penalty: 3450.238525
	Iteration 60F: 3 clusters Score -2113126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2113134.250000 Penalty: 3450.238525
	Iteration 61Q: 3 clusters Score -2113134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2113140.000000 Penalty: 3450.238525
	Iteration 62Q: 3 clusters Score -2113140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2113142.250000 Penalty: 3450.238525
	Iteration 63Q: 3 clusters Score -2113142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2113146.750000 Penalty: 3450.238525
	Iteration 64Q: 3 clusters Score -2113147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2113151.750000 Penalty: 3450.238525
	Iteration 65Q: 3 clusters Score -2113152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2113153.500000 Penalty: 3450.238525
	Iteration 66Q: 3 clusters Score -2113154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2113154.500000 Penalty: 3450.238525
	Iteration 67Q: 3 clusters Score -2113154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2113155.250000 Penalty: 3450.238525
	Iteration 68Q: 3 clusters Score -2113155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2113157.000000 Penalty: 3450.238525
	Iteration 69Q: 3 clusters Score -2113157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2113157.500000 Penalty: 3450.238525
	Iteration 70Q: 3 clusters Score -2113158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2113158.750000 Penalty: 3450.238525
	Iteration 71Q: 3 clusters Score -2113159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2113158.750000 Penalty: 3450.238525
	Iteration 72F: 3 clusters Score -2113159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Entering Unmasked Estep 
Score: -3047283.500000 Penalty: 1781.970459
	Iteration 0F: 2 clusters Score -3047284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3008613.500000 Penalty: 3563.940918
	Iteration 0F: 3 clusters Score -3008614 nChanged 27251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3024227.250000 Penalty: 3563.940918
	Iteration 1F: 3 clusters Score -3024227 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3024889.000000 Penalty: 3563.940918
	Iteration 2Q: 3 clusters Score -3024889 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3025714.750000 Penalty: 3563.940918
	Iteration 3Q: 3 clusters Score -3025715 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3026788.000000 Penalty: 3563.940918
	Iteration 4Q: 3 clusters Score -3026788 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -3028453.250000 Penalty: 3563.940918
	Iteration 5Q: 3 clusters Score -3028453 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3030751.000000 Penalty: 3563.940918
	Iteration 6F: 3 clusters Score -3030751 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3033532.250000 Penalty: 3563.940918
	Iteration 7F: 3 clusters Score -3033532 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3036114.500000 Penalty: 3563.940918
	Iteration 8F: 3 clusters Score -3036114 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3037967.750000 Penalty: 3563.940918
	Iteration 9Q: 3 clusters Score -3037968 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3039069.750000 Penalty: 3563.940918
	Iteration 10Q: 3 clusters Score -3039070 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3039745.750000 Penalty: 3563.940918
	Iteration 11Q: 3 clusters Score -3039746 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3040301.250000 Penalty: 3563.940918
	Iteration 12Q: 3 clusters Score -3040301 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -3040916.000000 Penalty: 3563.940918
	Iteration 13Q: 3 clusters Score -3040916 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3041605.750000 Penalty: 3563.940918
	Iteration 14Q: 3 clusters Score -3041606 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3042256.500000 Penalty: 3563.940918
	Iteration 15Q: 3 clusters Score -3042256 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3042939.500000 Penalty: 3563.940918
	Iteration 16Q: 3 clusters Score -3042940 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3043583.500000 Penalty: 3563.940918
	Iteration 17Q: 3 clusters Score -3043584 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3044200.000000 Penalty: 3563.940918
	Iteration 18Q: 3 clusters Score -3044200 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3044756.000000 Penalty: 3563.940918
	Iteration 19Q: 3 clusters Score -3044756 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3045210.750000 Penalty: 3563.940918
	Iteration 20F: 3 clusters Score -3045211 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3045525.500000 Penalty: 3563.940918
	Iteration 21Q: 3 clusters Score -3045526 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3045701.000000 Penalty: 3563.940918
	Iteration 22Q: 3 clusters Score -3045701 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3045780.500000 Penalty: 3563.940918
	Iteration 23Q: 3 clusters Score -3045780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3045829.750000 Penalty: 3563.940918
	Iteration 24Q: 3 clusters Score -3045830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3045870.500000 Penalty: 3563.940918
	Iteration 25Q: 3 clusters Score -3045870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3045900.000000 Penalty: 3563.940918
	Iteration 26Q: 3 clusters Score -3045900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3045918.500000 Penalty: 3563.940918
	Iteration 27Q: 3 clusters Score -3045918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3045928.250000 Penalty: 3563.940918
	Iteration 28Q: 3 clusters Score -3045928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3045933.250000 Penalty: 3563.940918
	Iteration 29Q: 3 clusters Score -3045933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3045935.000000 Penalty: 3563.940918
	Iteration 30Q: 3 clusters Score -3045935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3045938.750000 Penalty: 3563.940918
	Iteration 31Q: 3 clusters Score -3045939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3045940.000000 Penalty: 3563.940918
	Iteration 32Q: 3 clusters Score -3045940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3045942.000000 Penalty: 3563.940918
	Iteration 33Q: 3 clusters Score -3045942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3045948.000000 Penalty: 3563.940918
	Iteration 34F: 3 clusters Score -3045948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3045955.000000 Penalty: 3563.940918
	Iteration 35Q: 3 clusters Score -3045955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3045959.000000 Penalty: 3563.940918
	Iteration 36Q: 3 clusters Score -3045959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3045957.500000 Penalty: 3563.940918
	Iteration 37Q: 3 clusters Score -3045958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3045957.500000 Penalty: 3563.940918
	Iteration 38F: 3 clusters Score -3045958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Entering Unmasked Estep 
Score: -1598676.625000 Penalty: 1677.432007
	Iteration 0F: 2 clusters Score -1598677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1578028.250000 Penalty: 3354.864014
	Iteration 0F: 3 clusters Score -1578028 nChanged 14126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1586008.125000 Penalty: 3354.864014
	Iteration 1F: 3 clusters Score -1586008 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1586425.875000 Penalty: 3354.864014
	Iteration 2Q: 3 clusters Score -1586426 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1586874.875000 Penalty: 3354.864014
	Iteration 3Q: 3 clusters Score -1586875 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1587342.625000 Penalty: 3354.864014
	Iteration 4Q: 3 clusters Score -1587343 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1587861.625000 Penalty: 3354.864014
	Iteration 5Q: 3 clusters Score -1587862 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1588509.750000 Penalty: 3354.864014
	Iteration 6Q: 3 clusters Score -1588510 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1589414.250000 Penalty: 3354.864014
	Iteration 7Q: 3 clusters Score -1589414 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1590549.000000 Penalty: 3354.864014
	Iteration 8F: 3 clusters Score -1590549 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1591702.750000 Penalty: 3354.864014
	Iteration 9F: 3 clusters Score -1591703 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1592519.250000 Penalty: 3354.864014
	Iteration 10Q: 3 clusters Score -1592519 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1592922.625000 Penalty: 3354.864014
	Iteration 11Q: 3 clusters Score -1592923 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1593158.875000 Penalty: 3354.864014
	Iteration 12Q: 3 clusters Score -1593159 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1593320.500000 Penalty: 3354.864014
	Iteration 13Q: 3 clusters Score -1593320 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1593476.000000 Penalty: 3354.864014
	Iteration 14Q: 3 clusters Score -1593476 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1593634.125000 Penalty: 3354.864014
	Iteration 15Q: 3 clusters Score -1593634 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1593831.375000 Penalty: 3354.864014
	Iteration 16Q: 3 clusters Score -1593831 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1594058.500000 Penalty: 3354.864014
	Iteration 17Q: 3 clusters Score -1594058 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1594302.375000 Penalty: 3354.864014
	Iteration 18Q: 3 clusters Score -1594302 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1594578.500000 Penalty: 3354.864014
	Iteration 19Q: 3 clusters Score -1594578 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1594835.125000 Penalty: 3354.864014
	Iteration 20F: 3 clusters Score -1594835 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1595057.750000 Penalty: 3354.864014
	Iteration 21Q: 3 clusters Score -1595058 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1595274.375000 Penalty: 3354.864014
	Iteration 22Q: 3 clusters Score -1595274 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1595481.500000 Penalty: 3354.864014
	Iteration 23Q: 3 clusters Score -1595482 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1595708.000000 Penalty: 3354.864014
	Iteration 24Q: 3 clusters Score -1595708 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1595899.000000 Penalty: 3354.864014
	Iteration 25Q: 3 clusters Score -1595899 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1596073.875000 Penalty: 3354.864014
	Iteration 26Q: 3 clusters Score -1596074 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1596244.875000 Penalty: 3354.864014
	Iteration 27Q: 3 clusters Score -1596245 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1596388.750000 Penalty: 3354.864014
	Iteration 28Q: 3 clusters Score -1596389 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1596505.125000 Penalty: 3354.864014
	Iteration 29Q: 3 clusters Score -1596505 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1596631.875000 Penalty: 3354.864014
	Iteration 30Q: 3 clusters Score -1596632 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1596740.500000 Penalty: 3354.864014
	Iteration 31Q: 3 clusters Score -1596740 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1596834.125000 Penalty: 3354.864014
	Iteration 32Q: 3 clusters Score -1596834 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1596937.375000 Penalty: 3354.864014
	Iteration 33Q: 3 clusters Score -1596937 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1597012.375000 Penalty: 3354.864014
	Iteration 34Q: 3 clusters Score -1597012 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1597074.875000 Penalty: 3354.864014
	Iteration 35Q: 3 clusters Score -1597075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1597113.375000 Penalty: 3354.864014
	Iteration 36Q: 3 clusters Score -1597113 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1597138.500000 Penalty: 3354.864014
	Iteration 37Q: 3 clusters Score -1597138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1597148.375000 Penalty: 3354.864014
	Iteration 38Q: 3 clusters Score -1597148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1597170.250000 Penalty: 3354.864014
	Iteration 39Q: 3 clusters Score -1597170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1597187.750000 Penalty: 3354.864014
	Iteration 40F: 3 clusters Score -1597188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1597211.875000 Penalty: 3354.864014
	Iteration 41Q: 3 clusters Score -1597212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1597229.250000 Penalty: 3354.864014
	Iteration 42Q: 3 clusters Score -1597229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1597236.625000 Penalty: 3354.864014
	Iteration 43Q: 3 clusters Score -1597237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1597243.625000 Penalty: 3354.864014
	Iteration 44Q: 3 clusters Score -1597244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1597249.875000 Penalty: 3354.864014
	Iteration 45Q: 3 clusters Score -1597250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1597254.000000 Penalty: 3354.864014
	Iteration 46Q: 3 clusters Score -1597254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1597260.125000 Penalty: 3354.864014
	Iteration 47Q: 3 clusters Score -1597260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1597265.000000 Penalty: 3354.864014
	Iteration 48Q: 3 clusters Score -1597265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1597264.750000 Penalty: 3354.864014
	Iteration 49Q: 3 clusters Score -1597265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1597268.250000 Penalty: 3354.864014
	Iteration 50Q: 3 clusters Score -1597268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1597271.500000 Penalty: 3354.864014
	Iteration 51Q: 3 clusters Score -1597272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1597273.625000 Penalty: 3354.864014
	Iteration 52Q: 3 clusters Score -1597274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1597280.500000 Penalty: 3354.864014
	Iteration 53Q: 3 clusters Score -1597280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1597288.750000 Penalty: 3354.864014
	Iteration 54Q: 3 clusters Score -1597289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1597293.500000 Penalty: 3354.864014
	Iteration 55Q: 3 clusters Score -1597294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1597300.125000 Penalty: 3354.864014
	Iteration 56Q: 3 clusters Score -1597300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1597304.625000 Penalty: 3354.864014
	Iteration 57Q: 3 clusters Score -1597305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1597305.375000 Penalty: 3354.864014
	Iteration 58Q: 3 clusters Score -1597305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1597306.125000 Penalty: 3354.864014
	Iteration 59Q: 3 clusters Score -1597306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1597307.250000 Penalty: 3354.864014
	Iteration 60F: 3 clusters Score -1597307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1597309.000000 Penalty: 3354.864014
	Iteration 61Q: 3 clusters Score -1597309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1597309.000000 Penalty: 3354.864014
	Iteration 62F: 3 clusters Score -1597309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Entering Unmasked Estep 
Score: -247664.484375 Penalty: 1374.437988
	Iteration 0F: 2 clusters Score -247664.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -243767.171875 Penalty: 2748.875977
	Iteration 0F: 3 clusters Score -243767.2 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -244817.265625 Penalty: 2748.875977
	Iteration 1F: 3 clusters Score -244817.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -244981.562500 Penalty: 2748.875977
	Iteration 2F: 3 clusters Score -244981.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -245078.343750 Penalty: 2748.875977
	Iteration 3Q: 3 clusters Score -245078.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -245154.796875 Penalty: 2748.875977
	Iteration 4Q: 3 clusters Score -245154.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -245221.640625 Penalty: 2748.875977
	Iteration 5Q: 3 clusters Score -245221.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -245291.406250 Penalty: 2748.875977
	Iteration 6Q: 3 clusters Score -245291.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -245359.578125 Penalty: 2748.875977
	Iteration 7Q: 3 clusters Score -245359.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -245419.656250 Penalty: 2748.875977
	Iteration 8Q: 3 clusters Score -245419.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -245475.750000 Penalty: 2748.875977
	Iteration 9Q: 3 clusters Score -245475.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -245535.812500 Penalty: 2748.875977
	Iteration 10Q: 3 clusters Score -245535.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -245598.328125 Penalty: 2748.875977
	Iteration 11Q: 3 clusters Score -245598.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -245652.031250 Penalty: 2748.875977
	Iteration 12Q: 3 clusters Score -245652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -245704.218750 Penalty: 2748.875977
	Iteration 13Q: 3 clusters Score -245704.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -245767.937500 Penalty: 2748.875977
	Iteration 14Q: 3 clusters Score -245767.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -245832.546875 Penalty: 2748.875977
	Iteration 15Q: 3 clusters Score -245832.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -245882.265625 Penalty: 2748.875977
	Iteration 16Q: 3 clusters Score -245882.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -245933.218750 Penalty: 2748.875977
	Iteration 17Q: 3 clusters Score -245933.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -246000.078125 Penalty: 2748.875977
	Iteration 18Q: 3 clusters Score -246000.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -246067.046875 Penalty: 2748.875977
	Iteration 19Q: 3 clusters Score -246067 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -246124.484375 Penalty: 2748.875977
	Iteration 20F: 3 clusters Score -246124.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -246172.828125 Penalty: 2748.875977
	Iteration 21Q: 3 clusters Score -246172.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -246223.140625 Penalty: 2748.875977
	Iteration 22Q: 3 clusters Score -246223.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -246270.546875 Penalty: 2748.875977
	Iteration 23Q: 3 clusters Score -246270.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -246315.843750 Penalty: 2748.875977
	Iteration 24Q: 3 clusters Score -246315.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -246362.218750 Penalty: 2748.875977
	Iteration 25Q: 3 clusters Score -246362.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -246382.062500 Penalty: 2748.875977
	Iteration 26Q: 3 clusters Score -246382.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -246402.812500 Penalty: 2748.875977
	Iteration 27Q: 3 clusters Score -246402.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -246413.859375 Penalty: 2748.875977
	Iteration 28Q: 3 clusters Score -246413.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -246425.484375 Penalty: 2748.875977
	Iteration 29Q: 3 clusters Score -246425.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -246438.781250 Penalty: 2748.875977
	Iteration 30Q: 3 clusters Score -246438.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -246451.515625 Penalty: 2748.875977
	Iteration 31Q: 3 clusters Score -246451.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -246460.343750 Penalty: 2748.875977
	Iteration 32Q: 3 clusters Score -246460.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -246467.500000 Penalty: 2748.875977
	Iteration 33Q: 3 clusters Score -246467.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -246475.656250 Penalty: 2748.875977
	Iteration 34Q: 3 clusters Score -246475.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -246481.125000 Penalty: 2748.875977
	Iteration 35Q: 3 clusters Score -246481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -246485.406250 Penalty: 2748.875977
	Iteration 36Q: 3 clusters Score -246485.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -246490.187500 Penalty: 2748.875977
	Iteration 37Q: 3 clusters Score -246490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -246492.593750 Penalty: 2748.875977
	Iteration 38Q: 3 clusters Score -246492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -246493.890625 Penalty: 2748.875977
	Iteration 39Q: 3 clusters Score -246493.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -246493.890625 Penalty: 2748.875977
	Iteration 40F: 3 clusters Score -246493.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -120420.062500 Penalty: 1262.866943
	Iteration 0F: 2 clusters Score -120420.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -118076.437500 Penalty: 2525.733887
	Iteration 0F: 3 clusters Score -118076.4 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -118606.531250 Penalty: 2525.733887
	Iteration 1F: 3 clusters Score -118606.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -118729.671875 Penalty: 2525.733887
	Iteration 2F: 3 clusters Score -118729.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -118804.914062 Penalty: 2525.733887
	Iteration 3F: 3 clusters Score -118804.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -118847.046875 Penalty: 2525.733887
	Iteration 4Q: 3 clusters Score -118847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -118880.953125 Penalty: 2525.733887
	Iteration 5Q: 3 clusters Score -118881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -118904.125000 Penalty: 2525.733887
	Iteration 6Q: 3 clusters Score -118904.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -118933.062500 Penalty: 2525.733887
	Iteration 7Q: 3 clusters Score -118933.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -118955.570312 Penalty: 2525.733887
	Iteration 8Q: 3 clusters Score -118955.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -118972.515625 Penalty: 2525.733887
	Iteration 9Q: 3 clusters Score -118972.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -118982.835938 Penalty: 2525.733887
	Iteration 10Q: 3 clusters Score -118982.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -118990.898438 Penalty: 2525.733887
	Iteration 11Q: 3 clusters Score -118990.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -118996.468750 Penalty: 2525.733887
	Iteration 12Q: 3 clusters Score -118996.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -118999.335938 Penalty: 2525.733887
	Iteration 13Q: 3 clusters Score -118999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -119001.382812 Penalty: 2525.733887
	Iteration 14Q: 3 clusters Score -119001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -119003.750000 Penalty: 2525.733887
	Iteration 15Q: 3 clusters Score -119003.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -119005.468750 Penalty: 2525.733887
	Iteration 16Q: 3 clusters Score -119005.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -119008.250000 Penalty: 2525.733887
	Iteration 17Q: 3 clusters Score -119008.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -119011.343750 Penalty: 2525.733887
	Iteration 18Q: 3 clusters Score -119011.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -119013.757812 Penalty: 2525.733887
	Iteration 19Q: 3 clusters Score -119013.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -119015.835938 Penalty: 2525.733887
	Iteration 20F: 3 clusters Score -119015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -119017.750000 Penalty: 2525.733887
	Iteration 21Q: 3 clusters Score -119017.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -119020.398438 Penalty: 2525.733887
	Iteration 22Q: 3 clusters Score -119020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -119022.273438 Penalty: 2525.733887
	Iteration 23Q: 3 clusters Score -119022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -119023.031250 Penalty: 2525.733887
	Iteration 24Q: 3 clusters Score -119023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -119023.078125 Penalty: 2525.733887
	Iteration 25Q: 3 clusters Score -119023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -119023.359375 Penalty: 2525.733887
	Iteration 26Q: 3 clusters Score -119023.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -119023.695312 Penalty: 2525.733887
	Iteration 27Q: 3 clusters Score -119023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -119023.984375 Penalty: 2525.733887
	Iteration 28Q: 3 clusters Score -119024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -119024.640625 Penalty: 2525.733887
	Iteration 29Q: 3 clusters Score -119024.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -119024.851562 Penalty: 2525.733887
	Iteration 30Q: 3 clusters Score -119024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -119025.132812 Penalty: 2525.733887
	Iteration 31Q: 3 clusters Score -119025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -119025.265625 Penalty: 2525.733887
	Iteration 32Q: 3 clusters Score -119025.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -119025.468750 Penalty: 2525.733887
	Iteration 33Q: 3 clusters Score -119025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -119026.226562 Penalty: 2525.733887
	Iteration 34Q: 3 clusters Score -119026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -119026.367188 Penalty: 2525.733887
	Iteration 35Q: 3 clusters Score -119026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -119027.718750 Penalty: 2525.733887
	Iteration 36Q: 3 clusters Score -119027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -119027.718750 Penalty: 2525.733887
	Iteration 37F: 3 clusters Score -119027.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171593 members 
Entering Unmasked Estep 
Score: -8757914.000000 Penalty: 1958.593018
	Iteration 0F: 2 clusters Score -8757914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85526 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -8642475.000000 Penalty: 3917.186035
	Iteration 0F: 3 clusters Score -8642475 nChanged 82856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 92497 members 
Entering Unmasked Estep 
Score: -8691326.000000 Penalty: 3917.186035
	Iteration 1F: 3 clusters Score -8691326 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -8693369.000000 Penalty: 3917.186035
	Iteration 2Q: 3 clusters Score -8693369 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 103212 members 
Entering Unmasked Estep 
Score: -8696754.000000 Penalty: 3917.186035
	Iteration 3Q: 3 clusters Score -8696754 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 112498 members 
Entering Unmasked Estep 
Score: -8702718.000000 Penalty: 3917.186035
	Iteration 4F: 3 clusters Score -8702718 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 125127 members 
Entering Unmasked Estep 
Score: -8712746.000000 Penalty: 3917.186035
	Iteration 5F: 3 clusters Score -8712746 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 139626 members 
Entering Unmasked Estep 
Score: -8725904.000000 Penalty: 3917.186035
	Iteration 6F: 3 clusters Score -8725904 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 153359 members 
Entering Unmasked Estep 
Score: -8739433.000000 Penalty: 3917.186035
	Iteration 7F: 3 clusters Score -8739433 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 162922 members 
Entering Unmasked Estep 
Score: -8748864.000000 Penalty: 3917.186035
	Iteration 8F: 3 clusters Score -8748864 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 167752 members 
Entering Unmasked Estep 
Score: -8753459.000000 Penalty: 3917.186035
	Iteration 9Q: 3 clusters Score -8753459 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 169667 members 
Entering Unmasked Estep 
Score: -8755289.000000 Penalty: 3917.186035
	Iteration 10Q: 3 clusters Score -8755289 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 170305 members 
Entering Unmasked Estep 
Score: -8755987.000000 Penalty: 3917.186035
	Iteration 11Q: 3 clusters Score -8755987 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 170504 members 
Entering Unmasked Estep 
Score: -8756304.000000 Penalty: 3917.186035
	Iteration 12Q: 3 clusters Score -8756304 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 170551 members 
Entering Unmasked Estep 
Score: -8756507.000000 Penalty: 3917.186035
	Iteration 13Q: 3 clusters Score -8756507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 170541 members 
Entering Unmasked Estep 
Score: -8756631.000000 Penalty: 3917.186035
	Iteration 14Q: 3 clusters Score -8756631 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 170520 members 
Entering Unmasked Estep 
Score: -8756683.000000 Penalty: 3917.186035
	Iteration 15Q: 3 clusters Score -8756683 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 170501 members 
Entering Unmasked Estep 
Score: -8756712.000000 Penalty: 3917.186035
	Iteration 16Q: 3 clusters Score -8756712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 170469 members 
Entering Unmasked Estep 
Score: -8756750.000000 Penalty: 3917.186035
	Iteration 17Q: 3 clusters Score -8756750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 170453 members 
Entering Unmasked Estep 
Score: -8756774.000000 Penalty: 3917.186035
	Iteration 18Q: 3 clusters Score -8756774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 170427 members 
Entering Unmasked Estep 
Score: -8756797.000000 Penalty: 3917.186035
	Iteration 19Q: 3 clusters Score -8756797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 170398 members 
Entering Unmasked Estep 
Score: -8756814.000000 Penalty: 3917.186035
	Iteration 20F: 3 clusters Score -8756814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 170375 members 
Entering Unmasked Estep 
Score: -8756819.000000 Penalty: 3917.186035
	Iteration 21Q: 3 clusters Score -8756819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 170366 members 
Entering Unmasked Estep 
Score: -8756838.000000 Penalty: 3917.186035
	Iteration 22Q: 3 clusters Score -8756838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 170352 members 
Entering Unmasked Estep 
Score: -8756856.000000 Penalty: 3917.186035
	Iteration 23Q: 3 clusters Score -8756856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 170342 members 
Entering Unmasked Estep 
Score: -8756853.000000 Penalty: 3917.186035
	Iteration 24Q: 3 clusters Score -8756853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 170326 members 
Entering Unmasked Estep 
Score: -8756859.000000 Penalty: 3917.186035
	Iteration 25Q: 3 clusters Score -8756859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 170305 members 
Entering Unmasked Estep 
Score: -8756864.000000 Penalty: 3917.186035
	Iteration 26Q: 3 clusters Score -8756864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 170280 members 
Entering Unmasked Estep 
Score: -8756878.000000 Penalty: 3917.186035
	Iteration 27Q: 3 clusters Score -8756878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 170248 members 
Entering Unmasked Estep 
Score: -8756888.000000 Penalty: 3917.186035
	Iteration 28Q: 3 clusters Score -8756888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 170219 members 
Entering Unmasked Estep 
Score: -8756905.000000 Penalty: 3917.186035
	Iteration 29Q: 3 clusters Score -8756905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 170186 members 
Entering Unmasked Estep 
Score: -8756924.000000 Penalty: 3917.186035
	Iteration 30Q: 3 clusters Score -8756924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 170155 members 
Entering Unmasked Estep 
Score: -8756938.000000 Penalty: 3917.186035
	Iteration 31Q: 3 clusters Score -8756938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -8756938.000000 Penalty: 3917.186035
	Iteration 32Q: 3 clusters Score -8756938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 170101 members 
Entering Unmasked Estep 
Score: -8756960.000000 Penalty: 3917.186035
	Iteration 33Q: 3 clusters Score -8756960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 170060 members 
Entering Unmasked Estep 
Score: -8756973.000000 Penalty: 3917.186035
	Iteration 34Q: 3 clusters Score -8756973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 170029 members 
Entering Unmasked Estep 
Score: -8757012.000000 Penalty: 3917.186035
	Iteration 35Q: 3 clusters Score -8757012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 169987 members 
Entering Unmasked Estep 
Score: -8757035.000000 Penalty: 3917.186035
	Iteration 36Q: 3 clusters Score -8757035 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 169953 members 
Entering Unmasked Estep 
Score: -8757035.000000 Penalty: 3917.186035
	Iteration 37Q: 3 clusters Score -8757035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 169921 members 
Entering Unmasked Estep 
Score: -8757034.000000 Penalty: 3917.186035
	Iteration 38Q: 3 clusters Score -8757034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 169888 members 
Entering Unmasked Estep 
Score: -8757046.000000 Penalty: 3917.186035
	Iteration 39Q: 3 clusters Score -8757046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 169865 members 
Entering Unmasked Estep 
Score: -8757059.000000 Penalty: 3917.186035
	Iteration 40F: 3 clusters Score -8757059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 169844 members 
Entering Unmasked Estep 
Score: -8757070.000000 Penalty: 3917.186035
	Iteration 41Q: 3 clusters Score -8757070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 169829 members 
Entering Unmasked Estep 
Score: -8757083.000000 Penalty: 3917.186035
	Iteration 42Q: 3 clusters Score -8757083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 169809 members 
Entering Unmasked Estep 
Score: -8757085.000000 Penalty: 3917.186035
	Iteration 43Q: 3 clusters Score -8757085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 169791 members 
Entering Unmasked Estep 
Score: -8757088.000000 Penalty: 3917.186035
	Iteration 44Q: 3 clusters Score -8757088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 169775 members 
Entering Unmasked Estep 
Score: -8757097.000000 Penalty: 3917.186035
	Iteration 45Q: 3 clusters Score -8757097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 169763 members 
Entering Unmasked Estep 
Score: -8757104.000000 Penalty: 3917.186035
	Iteration 46Q: 3 clusters Score -8757104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 169748 members 
Entering Unmasked Estep 
Score: -8757113.000000 Penalty: 3917.186035
	Iteration 47Q: 3 clusters Score -8757113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 169730 members 
Entering Unmasked Estep 
Score: -8757117.000000 Penalty: 3917.186035
	Iteration 48Q: 3 clusters Score -8757117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 169720 members 
Entering Unmasked Estep 
Score: -8757117.000000 Penalty: 3917.186035
	Iteration 49Q: 3 clusters Score -8757117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 169705 members 
Entering Unmasked Estep 
Score: -8757115.000000 Penalty: 3917.186035
	Iteration 50Q: 3 clusters Score -8757115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 169687 members 
Entering Unmasked Estep 
Score: -8757111.000000 Penalty: 3917.186035
	Iteration 51Q: 3 clusters Score -8757111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 169674 members 
Entering Unmasked Estep 
Score: -8757126.000000 Penalty: 3917.186035
	Iteration 52Q: 3 clusters Score -8757126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 169657 members 
Entering Unmasked Estep 
Score: -8757133.000000 Penalty: 3917.186035
	Iteration 53Q: 3 clusters Score -8757133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 169640 members 
Entering Unmasked Estep 
Score: -8757143.000000 Penalty: 3917.186035
	Iteration 54Q: 3 clusters Score -8757143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 169626 members 
Entering Unmasked Estep 
Score: -8757147.000000 Penalty: 3917.186035
	Iteration 55Q: 3 clusters Score -8757147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 169604 members 
Entering Unmasked Estep 
Score: -8757160.000000 Penalty: 3917.186035
	Iteration 56Q: 3 clusters Score -8757160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 169592 members 
Entering Unmasked Estep 
Score: -8757161.000000 Penalty: 3917.186035
	Iteration 57Q: 3 clusters Score -8757161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 169584 members 
Entering Unmasked Estep 
Score: -8757149.000000 Penalty: 3917.186035
	Iteration 58Q: 3 clusters Score -8757149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 169575 members 
Entering Unmasked Estep 
Score: -8757170.000000 Penalty: 3917.186035
	Iteration 59Q: 3 clusters Score -8757170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 169573 members 
Entering Unmasked Estep 
Score: -8757176.000000 Penalty: 3917.186035
	Iteration 60F: 3 clusters Score -8757176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 169566 members 
Entering Unmasked Estep 
Score: -8757169.000000 Penalty: 3917.186035
	Iteration 61Q: 3 clusters Score -8757169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 169561 members 
Entering Unmasked Estep 
Score: -8757173.000000 Penalty: 3917.186035
	Iteration 62Q: 3 clusters Score -8757173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 169558 members 
Entering Unmasked Estep 
Score: -8757177.000000 Penalty: 3917.186035
	Iteration 63Q: 3 clusters Score -8757177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -8757189.000000 Penalty: 3917.186035
	Iteration 64Q: 3 clusters Score -8757189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 169545 members 
Entering Unmasked Estep 
Score: -8757180.000000 Penalty: 3917.186035
	Iteration 65Q: 3 clusters Score -8757180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -8757180.000000 Penalty: 3917.186035
	Iteration 66Q: 3 clusters Score -8757180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 169527 members 
Entering Unmasked Estep 
Score: -8757188.000000 Penalty: 3917.186035
	Iteration 67Q: 3 clusters Score -8757188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 169521 members 
Entering Unmasked Estep 
Score: -8757180.000000 Penalty: 3917.186035
	Iteration 68Q: 3 clusters Score -8757180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 169514 members 
Entering Unmasked Estep 
Score: -8757180.000000 Penalty: 3917.186035
	Iteration 69Q: 3 clusters Score -8757180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 169506 members 
Entering Unmasked Estep 
Score: -8757186.000000 Penalty: 3917.186035
	Iteration 70Q: 3 clusters Score -8757186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 169489 members 
Entering Unmasked Estep 
Score: -8757195.000000 Penalty: 3917.186035
	Iteration 71Q: 3 clusters Score -8757195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 169467 members 
Entering Unmasked Estep 
Score: -8757197.000000 Penalty: 3917.186035
	Iteration 72Q: 3 clusters Score -8757197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 169448 members 
Entering Unmasked Estep 
Score: -8757194.000000 Penalty: 3917.186035
	Iteration 73Q: 3 clusters Score -8757194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 169434 members 
Entering Unmasked Estep 
Score: -8757177.000000 Penalty: 3917.186035
	Iteration 74Q: 3 clusters Score -8757177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 169427 members 
Entering Unmasked Estep 
Score: -8757182.000000 Penalty: 3917.186035
	Iteration 75Q: 3 clusters Score -8757182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 169423 members 
Entering Unmasked Estep 
Score: -8757192.000000 Penalty: 3917.186035
	Iteration 76Q: 3 clusters Score -8757192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 169419 members 
Entering Unmasked Estep 
Score: -8757188.000000 Penalty: 3917.186035
	Iteration 77Q: 3 clusters Score -8757188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 169419 members 
Entering Unmasked Estep 
Score: -8757188.000000 Penalty: 3917.186035
	Iteration 78Q: 3 clusters Score -8757188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 169417 members 
Entering Unmasked Estep 
Score: -8757190.000000 Penalty: 3917.186035
	Iteration 79Q: 3 clusters Score -8757190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 169415 members 
Entering Unmasked Estep 
Score: -8757184.000000 Penalty: 3917.186035
	Iteration 80F: 3 clusters Score -8757184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 169413 members 
Entering Unmasked Estep 
Score: -8757185.000000 Penalty: 3917.186035
	Iteration 81Q: 3 clusters Score -8757185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 169413 members 
Entering Unmasked Estep 
Score: -8757185.000000 Penalty: 3917.186035
	Iteration 82F: 3 clusters Score -8757185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Entering Unmasked Estep 
Score: -2585342.250000 Penalty: 1754.522583
	Iteration 0F: 2 clusters Score -2585342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2552693.250000 Penalty: 3509.045166
	Iteration 0F: 3 clusters Score -2552693 nChanged 22912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2565988.000000 Penalty: 3509.045166
	Iteration 1F: 3 clusters Score -2565988 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2567076.000000 Penalty: 3509.045166
	Iteration 2Q: 3 clusters Score -2567076 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2568993.000000 Penalty: 3509.045166
	Iteration 3F: 3 clusters Score -2568993 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2572296.250000 Penalty: 3509.045166
	Iteration 4F: 3 clusters Score -2572296 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2576684.750000 Penalty: 3509.045166
	Iteration 5F: 3 clusters Score -2576685 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2580642.000000 Penalty: 3509.045166
	Iteration 6F: 3 clusters Score -2580642 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2582752.500000 Penalty: 3509.045166
	Iteration 7Q: 3 clusters Score -2582752 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2583462.000000 Penalty: 3509.045166
	Iteration 8Q: 3 clusters Score -2583462 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2583689.250000 Penalty: 3509.045166
	Iteration 9Q: 3 clusters Score -2583689 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2583807.000000 Penalty: 3509.045166
	Iteration 10Q: 3 clusters Score -2583807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2583863.000000 Penalty: 3509.045166
	Iteration 11Q: 3 clusters Score -2583863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2583886.500000 Penalty: 3509.045166
	Iteration 12Q: 3 clusters Score -2583886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2583902.000000 Penalty: 3509.045166
	Iteration 13Q: 3 clusters Score -2583902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2583924.000000 Penalty: 3509.045166
	Iteration 14Q: 3 clusters Score -2583924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2583934.000000 Penalty: 3509.045166
	Iteration 15Q: 3 clusters Score -2583934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2583939.250000 Penalty: 3509.045166
	Iteration 16Q: 3 clusters Score -2583939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2583938.250000 Penalty: 3509.045166
	Iteration 17Q: 3 clusters Score -2583938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2583942.750000 Penalty: 3509.045166
	Iteration 18Q: 3 clusters Score -2583943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2583946.000000 Penalty: 3509.045166
	Iteration 19Q: 3 clusters Score -2583946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2583948.500000 Penalty: 3509.045166
	Iteration 20F: 3 clusters Score -2583948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2583948.250000 Penalty: 3509.045166
	Iteration 21Q: 3 clusters Score -2583948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2583948.250000 Penalty: 3509.045166
	Iteration 22F: 3 clusters Score -2583948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14505 members 
Mstep: Class 5 contains 9001 members 
Mstep: Class 7 contains 3140 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 11 contains 29801 members 
Mstep: Class 13 contains 40787 members 
Mstep: Class 14 contains 57871 members 
Mstep: Class 15 contains 30414 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171593 members 
Mstep: Class 20 contains 48877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832558.000000 Penalty: 25233.794922
Iteration 199Q: 13 clusters Score -2.083256e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14506 members 
Mstep: Class 5 contains 9002 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 11 contains 29803 members 
Mstep: Class 13 contains 40855 members 
Mstep: Class 14 contains 57865 members 
Mstep: Class 15 contains 30411 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171555 members 
Mstep: Class 20 contains 48876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832612.000000 Penalty: 25233.794922
Iteration 200F: 13 clusters Score -2.083261e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14508 members 
Mstep: Class 5 contains 9002 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 11 contains 29804 members 
Mstep: Class 13 contains 40924 members 
Mstep: Class 14 contains 57857 members 
Mstep: Class 15 contains 30407 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171507 members 
Mstep: Class 20 contains 48876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832582.000000 Penalty: 25233.794922
Iteration 201Q: 13 clusters Score -2.083258e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 5 contains 9007 members 
Mstep: Class 7 contains 3120 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 11 contains 29802 members 
Mstep: Class 13 contains 40995 members 
Mstep: Class 14 contains 57850 members 
Mstep: Class 15 contains 30403 members 
Mstep: Class 16 contains 4674 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171460 members 
Mstep: Class 20 contains 48877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832638.000000 Penalty: 25233.794922
Iteration 202Q: 13 clusters Score -2.083264e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 5 contains 9007 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 9 contains 3747 members 
Mstep: Class 11 contains 29801 members 
Mstep: Class 13 contains 41062 members 
Mstep: Class 14 contains 57851 members 
Mstep: Class 15 contains 30394 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171417 members 
Mstep: Class 20 contains 48879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832606.000000 Penalty: 25233.794922
Iteration 203Q: 13 clusters Score -2.083261e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 5 contains 9005 members 
Mstep: Class 7 contains 3111 members 
Mstep: Class 9 contains 3747 members 
Mstep: Class 11 contains 29797 members 
Mstep: Class 13 contains 41135 members 
Mstep: Class 14 contains 57846 members 
Mstep: Class 15 contains 30391 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171375 members 
Mstep: Class 20 contains 48884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832632.000000 Penalty: 25233.794922
Iteration 204Q: 13 clusters Score -2.083263e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14509 members 
Mstep: Class 5 contains 9008 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 9 contains 3747 members 
Mstep: Class 11 contains 29798 members 
Mstep: Class 13 contains 41213 members 
Mstep: Class 14 contains 57839 members 
Mstep: Class 15 contains 30384 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171331 members 
Mstep: Class 20 contains 48885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832674.000000 Penalty: 25233.794922
Iteration 205Q: 13 clusters Score -2.083267e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 5 contains 9007 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 11 contains 29794 members 
Mstep: Class 13 contains 41296 members 
Mstep: Class 14 contains 57836 members 
Mstep: Class 15 contains 30377 members 
Mstep: Class 16 contains 4603 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171286 members 
Mstep: Class 20 contains 48888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832646.000000 Penalty: 25233.794922
Iteration 206Q: 13 clusters Score -2.083265e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14509 members 
Mstep: Class 5 contains 9006 members 
Mstep: Class 7 contains 3099 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 11 contains 29794 members 
Mstep: Class 13 contains 41386 members 
Mstep: Class 14 contains 57835 members 
Mstep: Class 15 contains 30363 members 
Mstep: Class 16 contains 4586 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171233 members 
Mstep: Class 20 contains 48891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832618.000000 Penalty: 25233.794922
Iteration 207Q: 13 clusters Score -2.083262e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14511 members 
Mstep: Class 5 contains 9007 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 11 contains 29793 members 
Mstep: Class 13 contains 41471 members 
Mstep: Class 14 contains 57837 members 
Mstep: Class 15 contains 30352 members 
Mstep: Class 16 contains 4570 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171168 members 
Mstep: Class 20 contains 48898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832658.000000 Penalty: 25233.794922
Iteration 208Q: 13 clusters Score -2.083266e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14513 members 
Mstep: Class 5 contains 9010 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 9 contains 3743 members 
Mstep: Class 11 contains 29797 members 
Mstep: Class 13 contains 41551 members 
Mstep: Class 14 contains 57841 members 
Mstep: Class 15 contains 30350 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171100 members 
Mstep: Class 20 contains 48898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832698.000000 Penalty: 25233.794922
Iteration 209Q: 13 clusters Score -2.08327e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14515 members 
Mstep: Class 5 contains 9012 members 
Mstep: Class 7 contains 3079 members 
Mstep: Class 9 contains 3741 members 
Mstep: Class 11 contains 29797 members 
Mstep: Class 13 contains 41636 members 
Mstep: Class 14 contains 57841 members 
Mstep: Class 15 contains 30348 members 
Mstep: Class 16 contains 4541 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 171041 members 
Mstep: Class 20 contains 48895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832694.000000 Penalty: 25233.794922
Iteration 210Q: 13 clusters Score -2.083269e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 5 contains 9011 members 
Mstep: Class 7 contains 3077 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 11 contains 29798 members 
Mstep: Class 13 contains 41723 members 
Mstep: Class 14 contains 57844 members 
Mstep: Class 15 contains 30339 members 
Mstep: Class 16 contains 4528 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170976 members 
Mstep: Class 20 contains 48894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832680.000000 Penalty: 25233.794922
Iteration 211Q: 13 clusters Score -2.083268e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 5 contains 9013 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 11 contains 29799 members 
Mstep: Class 13 contains 41800 members 
Mstep: Class 14 contains 57843 members 
Mstep: Class 15 contains 30334 members 
Mstep: Class 16 contains 4512 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170919 members 
Mstep: Class 20 contains 48896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832670.000000 Penalty: 25233.794922
Iteration 212Q: 13 clusters Score -2.083267e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14525 members 
Mstep: Class 5 contains 9016 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 11 contains 29797 members 
Mstep: Class 13 contains 41870 members 
Mstep: Class 14 contains 57836 members 
Mstep: Class 15 contains 30329 members 
Mstep: Class 16 contains 4501 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170868 members 
Mstep: Class 20 contains 48899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832626.000000 Penalty: 25233.794922
Iteration 213Q: 13 clusters Score -2.083263e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14523 members 
Mstep: Class 5 contains 9024 members 
Mstep: Class 7 contains 3073 members 
Mstep: Class 9 contains 3735 members 
Mstep: Class 11 contains 29795 members 
Mstep: Class 13 contains 41942 members 
Mstep: Class 14 contains 57839 members 
Mstep: Class 15 contains 30316 members 
Mstep: Class 16 contains 4485 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170811 members 
Mstep: Class 20 contains 48903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832644.000000 Penalty: 25233.794922
Iteration 214Q: 13 clusters Score -2.083264e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14525 members 
Mstep: Class 5 contains 9024 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 11 contains 29794 members 
Mstep: Class 13 contains 41999 members 
Mstep: Class 14 contains 57837 members 
Mstep: Class 15 contains 30313 members 
Mstep: Class 16 contains 4480 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170760 members 
Mstep: Class 20 contains 48908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832698.000000 Penalty: 25233.794922
Iteration 215Q: 13 clusters Score -2.08327e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14529 members 
Mstep: Class 5 contains 9024 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 11 contains 29793 members 
Mstep: Class 13 contains 42061 members 
Mstep: Class 14 contains 57841 members 
Mstep: Class 15 contains 30304 members 
Mstep: Class 16 contains 4467 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170710 members 
Mstep: Class 20 contains 48913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832722.000000 Penalty: 25233.794922
Iteration 216Q: 13 clusters Score -2.083272e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14531 members 
Mstep: Class 5 contains 9025 members 
Mstep: Class 7 contains 3068 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 11 contains 29793 members 
Mstep: Class 13 contains 42124 members 
Mstep: Class 14 contains 57848 members 
Mstep: Class 15 contains 30296 members 
Mstep: Class 16 contains 4458 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170658 members 
Mstep: Class 20 contains 48914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832750.000000 Penalty: 25233.794922
Iteration 217Q: 13 clusters Score -2.083275e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14534 members 
Mstep: Class 5 contains 9027 members 
Mstep: Class 7 contains 3068 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 11 contains 29796 members 
Mstep: Class 13 contains 42193 members 
Mstep: Class 14 contains 57846 members 
Mstep: Class 15 contains 30290 members 
Mstep: Class 16 contains 4437 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170609 members 
Mstep: Class 20 contains 48919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832736.000000 Penalty: 25233.794922
Iteration 218Q: 13 clusters Score -2.083274e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 5 contains 9029 members 
Mstep: Class 7 contains 3063 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 11 contains 29798 members 
Mstep: Class 13 contains 42267 members 
Mstep: Class 14 contains 57846 members 
Mstep: Class 15 contains 30287 members 
Mstep: Class 16 contains 4419 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170550 members 
Mstep: Class 20 contains 48923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832742.000000 Penalty: 25233.794922
Iteration 219Q: 13 clusters Score -2.083274e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 5 contains 9035 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 11 contains 29801 members 
Mstep: Class 13 contains 42329 members 
Mstep: Class 14 contains 57843 members 
Mstep: Class 15 contains 30283 members 
Mstep: Class 16 contains 4408 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170499 members 
Mstep: Class 20 contains 48925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832738.000000 Penalty: 25233.794922
Iteration 220F: 13 clusters Score -2.083274e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14541 members 
Mstep: Class 5 contains 9041 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 11 contains 29798 members 
Mstep: Class 13 contains 42394 members 
Mstep: Class 14 contains 57845 members 
Mstep: Class 15 contains 30282 members 
Mstep: Class 16 contains 4396 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170438 members 
Mstep: Class 20 contains 48924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832746.000000 Penalty: 25233.794922
Iteration 221Q: 13 clusters Score -2.083275e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14543 members 
Mstep: Class 5 contains 9049 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 11 contains 29794 members 
Mstep: Class 13 contains 42444 members 
Mstep: Class 14 contains 57846 members 
Mstep: Class 15 contains 30281 members 
Mstep: Class 16 contains 4382 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170392 members 
Mstep: Class 20 contains 48924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832778.000000 Penalty: 25233.794922
Iteration 222Q: 13 clusters Score -2.083278e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14544 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 7 contains 3056 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 11 contains 29792 members 
Mstep: Class 13 contains 42506 members 
Mstep: Class 14 contains 57842 members 
Mstep: Class 15 contains 30278 members 
Mstep: Class 16 contains 4369 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170349 members 
Mstep: Class 20 contains 48925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832768.000000 Penalty: 25233.794922
Iteration 223Q: 13 clusters Score -2.083277e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14546 members 
Mstep: Class 5 contains 9062 members 
Mstep: Class 7 contains 3051 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 11 contains 29794 members 
Mstep: Class 13 contains 42568 members 
Mstep: Class 14 contains 57841 members 
Mstep: Class 15 contains 30276 members 
Mstep: Class 16 contains 4357 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170297 members 
Mstep: Class 20 contains 48923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832784.000000 Penalty: 25233.794922
Iteration 224Q: 13 clusters Score -2.083278e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14548 members 
Mstep: Class 5 contains 9069 members 
Mstep: Class 7 contains 3042 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 11 contains 29796 members 
Mstep: Class 13 contains 42644 members 
Mstep: Class 14 contains 57843 members 
Mstep: Class 15 contains 30277 members 
Mstep: Class 16 contains 4342 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170231 members 
Mstep: Class 20 contains 48925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832798.000000 Penalty: 25233.794922
Iteration 225Q: 13 clusters Score -2.08328e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14555 members 
Mstep: Class 5 contains 9070 members 
Mstep: Class 7 contains 3040 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 11 contains 29793 members 
Mstep: Class 13 contains 42713 members 
Mstep: Class 14 contains 57845 members 
Mstep: Class 15 contains 30280 members 
Mstep: Class 16 contains 4331 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170168 members 
Mstep: Class 20 contains 48924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832816.000000 Penalty: 25233.794922
Iteration 226Q: 13 clusters Score -2.083282e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14558 members 
Mstep: Class 5 contains 9068 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 9 contains 3722 members 
Mstep: Class 11 contains 29792 members 
Mstep: Class 13 contains 42780 members 
Mstep: Class 14 contains 57842 members 
Mstep: Class 15 contains 30281 members 
Mstep: Class 16 contains 4328 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170113 members 
Mstep: Class 20 contains 48924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832832.000000 Penalty: 25233.794922
Iteration 227Q: 13 clusters Score -2.083283e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14562 members 
Mstep: Class 5 contains 9070 members 
Mstep: Class 7 contains 3036 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 11 contains 29791 members 
Mstep: Class 13 contains 42851 members 
Mstep: Class 14 contains 57840 members 
Mstep: Class 15 contains 30282 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170052 members 
Mstep: Class 20 contains 48923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832850.000000 Penalty: 25233.794922
Iteration 228Q: 13 clusters Score -2.083285e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14564 members 
Mstep: Class 5 contains 9067 members 
Mstep: Class 7 contains 3030 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 11 contains 29792 members 
Mstep: Class 13 contains 42918 members 
Mstep: Class 14 contains 57836 members 
Mstep: Class 15 contains 30284 members 
Mstep: Class 16 contains 4301 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 170003 members 
Mstep: Class 20 contains 48925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832834.000000 Penalty: 25233.794922
Iteration 229Q: 13 clusters Score -2.083283e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14567 members 
Mstep: Class 5 contains 9072 members 
Mstep: Class 7 contains 3024 members 
Mstep: Class 9 contains 3722 members 
Mstep: Class 11 contains 29788 members 
Mstep: Class 13 contains 42971 members 
Mstep: Class 14 contains 57828 members 
Mstep: Class 15 contains 30285 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 169968 members 
Mstep: Class 20 contains 48927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832842.000000 Penalty: 25233.794922
Iteration 230Q: 13 clusters Score -2.083284e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14571 members 
Mstep: Class 5 contains 9074 members 
Mstep: Class 7 contains 3015 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 11 contains 29787 members 
Mstep: Class 13 contains 43028 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30286 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 169926 members 
Mstep: Class 20 contains 48930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832856.000000 Penalty: 25233.794922
Iteration 231Q: 13 clusters Score -2.083286e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14573 members 
Mstep: Class 5 contains 9076 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 9 contains 3723 members 
Mstep: Class 11 contains 29783 members 
Mstep: Class 13 contains 43074 members 
Mstep: Class 14 contains 57816 members 
Mstep: Class 15 contains 30287 members 
Mstep: Class 16 contains 4284 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 169893 members 
Mstep: Class 20 contains 48930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832850.000000 Penalty: 25233.794922
Iteration 232Q: 13 clusters Score -2.083285e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14573 members 
Mstep: Class 5 contains 9081 members 
Mstep: Class 7 contains 3000 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 11 contains 29781 members 
Mstep: Class 13 contains 43128 members 
Mstep: Class 14 contains 57814 members 
Mstep: Class 15 contains 30286 members 
Mstep: Class 16 contains 4275 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 169852 members 
Mstep: Class 20 contains 48931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832862.000000 Penalty: 25233.794922
Iteration 233Q: 13 clusters Score -2.083286e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14571 members 
Mstep: Class 5 contains 9087 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 43178 members 
Mstep: Class 14 contains 57812 members 
Mstep: Class 15 contains 30285 members 
Mstep: Class 16 contains 4268 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 19 contains 169812 members 
Mstep: Class 20 contains 48933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832882.000000 Penalty: 25233.794922
Iteration 234Q: 13 clusters Score -2.083288e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14570 members 
Mstep: Class 5 contains 9089 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 43217 members 
Mstep: Class 14 contains 57814 members 
Mstep: Class 15 contains 30284 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 19 contains 169776 members 
Mstep: Class 20 contains 48935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832902.000000 Penalty: 25233.794922
Iteration 235Q: 13 clusters Score -2.08329e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14570 members 
Mstep: Class 5 contains 9089 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 9 contains 3733 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 43259 members 
Mstep: Class 14 contains 57814 members 
Mstep: Class 15 contains 30282 members 
Mstep: Class 16 contains 4253 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169749 members 
Mstep: Class 20 contains 48936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832934.000000 Penalty: 25233.794922
Iteration 236Q: 13 clusters Score -2.083293e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14570 members 
Mstep: Class 5 contains 9089 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 43296 members 
Mstep: Class 14 contains 57814 members 
Mstep: Class 15 contains 30281 members 
Mstep: Class 16 contains 4251 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169718 members 
Mstep: Class 20 contains 48937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832924.000000 Penalty: 25233.794922
Iteration 237Q: 13 clusters Score -2.083292e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14572 members 
Mstep: Class 5 contains 9088 members 
Mstep: Class 7 contains 2974 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 43327 members 
Mstep: Class 14 contains 57811 members 
Mstep: Class 15 contains 30286 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169687 members 
Mstep: Class 20 contains 48938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832858.000000 Penalty: 25233.794922
Iteration 238Q: 13 clusters Score -2.083286e+07 nChanged 58
Entering ConstructFrom: 
Score: -20832858.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (14573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Entering Unmasked Estep 
Score: -771986.562500 Penalty: 1557.875366
	Iteration 0F: 2 clusters Score -771986.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -761805.937500 Penalty: 3115.750732
	Iteration 0F: 3 clusters Score -761805.9 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -765223.562500 Penalty: 3115.750732
	Iteration 1F: 3 clusters Score -765223.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -765470.812500 Penalty: 3115.750732
	Iteration 2Q: 3 clusters Score -765470.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -765702.437500 Penalty: 3115.750732
	Iteration 3Q: 3 clusters Score -765702.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -765912.375000 Penalty: 3115.750732
	Iteration 4Q: 3 clusters Score -765912.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -766129.062500 Penalty: 3115.750732
	Iteration 5Q: 3 clusters Score -766129.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -766396.250000 Penalty: 3115.750732
	Iteration 6Q: 3 clusters Score -766396.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -766710.125000 Penalty: 3115.750732
	Iteration 7Q: 3 clusters Score -766710.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -767110.875000 Penalty: 3115.750732
	Iteration 8Q: 3 clusters Score -767110.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -767549.562500 Penalty: 3115.750732
	Iteration 9Q: 3 clusters Score -767549.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -767990.875000 Penalty: 3115.750732
	Iteration 10Q: 3 clusters Score -767990.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -768410.500000 Penalty: 3115.750732
	Iteration 11Q: 3 clusters Score -768410.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -768808.500000 Penalty: 3115.750732
	Iteration 12Q: 3 clusters Score -768808.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -769137.375000 Penalty: 3115.750732
	Iteration 13Q: 3 clusters Score -769137.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -769343.500000 Penalty: 3115.750732
	Iteration 14Q: 3 clusters Score -769343.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -769471.437500 Penalty: 3115.750732
	Iteration 15Q: 3 clusters Score -769471.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -769558.187500 Penalty: 3115.750732
	Iteration 16Q: 3 clusters Score -769558.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -769635.500000 Penalty: 3115.750732
	Iteration 17Q: 3 clusters Score -769635.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -769705.187500 Penalty: 3115.750732
	Iteration 18Q: 3 clusters Score -769705.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -769760.625000 Penalty: 3115.750732
	Iteration 19Q: 3 clusters Score -769760.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -769804.812500 Penalty: 3115.750732
	Iteration 20F: 3 clusters Score -769804.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -769843.562500 Penalty: 3115.750732
	Iteration 21Q: 3 clusters Score -769843.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -769868.500000 Penalty: 3115.750732
	Iteration 22Q: 3 clusters Score -769868.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -769903.812500 Penalty: 3115.750732
	Iteration 23Q: 3 clusters Score -769903.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -769937.562500 Penalty: 3115.750732
	Iteration 24Q: 3 clusters Score -769937.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -769971.875000 Penalty: 3115.750732
	Iteration 25Q: 3 clusters Score -769971.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -769995.375000 Penalty: 3115.750732
	Iteration 26Q: 3 clusters Score -769995.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -770015.562500 Penalty: 3115.750732
	Iteration 27Q: 3 clusters Score -770015.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -770035.562500 Penalty: 3115.750732
	Iteration 28Q: 3 clusters Score -770035.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -770054.375000 Penalty: 3115.750732
	Iteration 29Q: 3 clusters Score -770054.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -770076.500000 Penalty: 3115.750732
	Iteration 30Q: 3 clusters Score -770076.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -770094.812500 Penalty: 3115.750732
	Iteration 31Q: 3 clusters Score -770094.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -770113.625000 Penalty: 3115.750732
	Iteration 32Q: 3 clusters Score -770113.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -770125.625000 Penalty: 3115.750732
	Iteration 33Q: 3 clusters Score -770125.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -770139.375000 Penalty: 3115.750732
	Iteration 34Q: 3 clusters Score -770139.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -770153.312500 Penalty: 3115.750732
	Iteration 35Q: 3 clusters Score -770153.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -770168.187500 Penalty: 3115.750732
	Iteration 36Q: 3 clusters Score -770168.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -770180.375000 Penalty: 3115.750732
	Iteration 37Q: 3 clusters Score -770180.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -770198.375000 Penalty: 3115.750732
	Iteration 38Q: 3 clusters Score -770198.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -770211.687500 Penalty: 3115.750732
	Iteration 39Q: 3 clusters Score -770211.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -770226.125000 Penalty: 3115.750732
	Iteration 40F: 3 clusters Score -770226.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -770246.250000 Penalty: 3115.750732
	Iteration 41Q: 3 clusters Score -770246.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -770260.062500 Penalty: 3115.750732
	Iteration 42Q: 3 clusters Score -770260.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -770274.187500 Penalty: 3115.750732
	Iteration 43Q: 3 clusters Score -770274.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -770286.187500 Penalty: 3115.750732
	Iteration 44Q: 3 clusters Score -770286.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -770299.250000 Penalty: 3115.750732
	Iteration 45Q: 3 clusters Score -770299.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -770311.500000 Penalty: 3115.750732
	Iteration 46Q: 3 clusters Score -770311.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -770325.812500 Penalty: 3115.750732
	Iteration 47Q: 3 clusters Score -770325.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -770341.375000 Penalty: 3115.750732
	Iteration 48Q: 3 clusters Score -770341.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -770352.937500 Penalty: 3115.750732
	Iteration 49Q: 3 clusters Score -770352.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -770370.687500 Penalty: 3115.750732
	Iteration 50Q: 3 clusters Score -770370.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -770384.750000 Penalty: 3115.750732
	Iteration 51Q: 3 clusters Score -770384.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -770398.375000 Penalty: 3115.750732
	Iteration 52Q: 3 clusters Score -770398.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -770408.687500 Penalty: 3115.750732
	Iteration 53Q: 3 clusters Score -770408.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -770421.000000 Penalty: 3115.750732
	Iteration 54Q: 3 clusters Score -770421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -770435.750000 Penalty: 3115.750732
	Iteration 55Q: 3 clusters Score -770435.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -770449.187500 Penalty: 3115.750732
	Iteration 56Q: 3 clusters Score -770449.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -770462.687500 Penalty: 3115.750732
	Iteration 57Q: 3 clusters Score -770462.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -770475.312500 Penalty: 3115.750732
	Iteration 58Q: 3 clusters Score -770475.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -770488.187500 Penalty: 3115.750732
	Iteration 59Q: 3 clusters Score -770488.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -770498.875000 Penalty: 3115.750732
	Iteration 60F: 3 clusters Score -770498.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -770511.562500 Penalty: 3115.750732
	Iteration 61Q: 3 clusters Score -770511.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -770526.437500 Penalty: 3115.750732
	Iteration 62Q: 3 clusters Score -770526.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -770539.187500 Penalty: 3115.750732
	Iteration 63Q: 3 clusters Score -770539.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -770547.375000 Penalty: 3115.750732
	Iteration 64Q: 3 clusters Score -770547.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -770555.562500 Penalty: 3115.750732
	Iteration 65Q: 3 clusters Score -770555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -770561.125000 Penalty: 3115.750732
	Iteration 66Q: 3 clusters Score -770561.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -770566.062500 Penalty: 3115.750732
	Iteration 67Q: 3 clusters Score -770566.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -770568.750000 Penalty: 3115.750732
	Iteration 68Q: 3 clusters Score -770568.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -770577.562500 Penalty: 3115.750732
	Iteration 69Q: 3 clusters Score -770577.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -770584.812500 Penalty: 3115.750732
	Iteration 70Q: 3 clusters Score -770584.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -770597.437500 Penalty: 3115.750732
	Iteration 71Q: 3 clusters Score -770597.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -770608.750000 Penalty: 3115.750732
	Iteration 72Q: 3 clusters Score -770608.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -770615.937500 Penalty: 3115.750732
	Iteration 73Q: 3 clusters Score -770615.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -770620.875000 Penalty: 3115.750732
	Iteration 74Q: 3 clusters Score -770620.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -770632.937500 Penalty: 3115.750732
	Iteration 75Q: 3 clusters Score -770632.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -770640.625000 Penalty: 3115.750732
	Iteration 76Q: 3 clusters Score -770640.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -770647.687500 Penalty: 3115.750732
	Iteration 77Q: 3 clusters Score -770647.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -770653.500000 Penalty: 3115.750732
	Iteration 78Q: 3 clusters Score -770653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -770657.250000 Penalty: 3115.750732
	Iteration 79Q: 3 clusters Score -770657.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -770663.312500 Penalty: 3115.750732
	Iteration 80F: 3 clusters Score -770663.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -770666.125000 Penalty: 3115.750732
	Iteration 81Q: 3 clusters Score -770666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -770668.062500 Penalty: 3115.750732
	Iteration 82Q: 3 clusters Score -770668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -770671.625000 Penalty: 3115.750732
	Iteration 83Q: 3 clusters Score -770671.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -770671.375000 Penalty: 3115.750732
	Iteration 84Q: 3 clusters Score -770671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -770673.937500 Penalty: 3115.750732
	Iteration 85Q: 3 clusters Score -770673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -770675.312500 Penalty: 3115.750732
	Iteration 86Q: 3 clusters Score -770675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -770674.375000 Penalty: 3115.750732
	Iteration 87Q: 3 clusters Score -770674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -770674.250000 Penalty: 3115.750732
	Iteration 88Q: 3 clusters Score -770674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -770676.062500 Penalty: 3115.750732
	Iteration 89Q: 3 clusters Score -770676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -770675.187500 Penalty: 3115.750732
	Iteration 90Q: 3 clusters Score -770675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -770675.187500 Penalty: 3115.750732
	Iteration 91F: 3 clusters Score -770675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Entering Unmasked Estep 
Score: -440154.500000 Penalty: 1481.158325
	Iteration 0F: 2 clusters Score -440154.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -433606.500000 Penalty: 2962.316650
	Iteration 0F: 3 clusters Score -433606.5 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -436369.750000 Penalty: 2962.316650
	Iteration 1F: 3 clusters Score -436369.8 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -437561.500000 Penalty: 2962.316650
	Iteration 2F: 3 clusters Score -437561.5 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -438801.250000 Penalty: 2962.316650
	Iteration 3F: 3 clusters Score -438801.2 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -439620.531250 Penalty: 2962.316650
	Iteration 4F: 3 clusters Score -439620.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -439959.750000 Penalty: 2962.316650
	Iteration 5F: 3 clusters Score -439959.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -440041.218750 Penalty: 2962.316650
	Iteration 6Q: 3 clusters Score -440041.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -440079.656250 Penalty: 2962.316650
	Iteration 7Q: 3 clusters Score -440079.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -440100.500000 Penalty: 2962.316650
	Iteration 8Q: 3 clusters Score -440100.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -440107.468750 Penalty: 2962.316650
	Iteration 9Q: 3 clusters Score -440107.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -440113.562500 Penalty: 2962.316650
	Iteration 10Q: 3 clusters Score -440113.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -440118.156250 Penalty: 2962.316650
	Iteration 11Q: 3 clusters Score -440118.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -440121.843750 Penalty: 2962.316650
	Iteration 12Q: 3 clusters Score -440121.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -440123.625000 Penalty: 2962.316650
	Iteration 13Q: 3 clusters Score -440123.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -440125.812500 Penalty: 2962.316650
	Iteration 14Q: 3 clusters Score -440125.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -440132.906250 Penalty: 2962.316650
	Iteration 15Q: 3 clusters Score -440132.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -440135.375000 Penalty: 2962.316650
	Iteration 16Q: 3 clusters Score -440135.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -440135.687500 Penalty: 2962.316650
	Iteration 17Q: 3 clusters Score -440135.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -440139.281250 Penalty: 2962.316650
	Iteration 18Q: 3 clusters Score -440139.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -440141.093750 Penalty: 2962.316650
	Iteration 19Q: 3 clusters Score -440141.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -440142.500000 Penalty: 2962.316650
	Iteration 20F: 3 clusters Score -440142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -440142.468750 Penalty: 2962.316650
	Iteration 21Q: 3 clusters Score -440142.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -440142.781250 Penalty: 2962.316650
	Iteration 22Q: 3 clusters Score -440142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -440143.281250 Penalty: 2962.316650
	Iteration 23Q: 3 clusters Score -440143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -440142.781250 Penalty: 2962.316650
	Iteration 24Q: 3 clusters Score -440142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -440144.312500 Penalty: 2962.316650
	Iteration 25Q: 3 clusters Score -440144.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -440143.937500 Penalty: 2962.316650
	Iteration 26Q: 3 clusters Score -440143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -440143.937500 Penalty: 2962.316650
	Iteration 27F: 3 clusters Score -440143.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -160581.218750 Penalty: 1299.292114
	Iteration 0F: 2 clusters Score -160581.2 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 1494 members 
Entering Unmasked Estep 
Score: -157892.359375 Penalty: 2598.584229
	Iteration 0F: 3 clusters Score -157892.4 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -158495.968750 Penalty: 2598.584229
	Iteration 1F: 3 clusters Score -158496 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -158609.937500 Penalty: 2598.584229
	Iteration 2F: 3 clusters Score -158609.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -158669.218750 Penalty: 2598.584229
	Iteration 3Q: 3 clusters Score -158669.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -158712.625000 Penalty: 2598.584229
	Iteration 4Q: 3 clusters Score -158712.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -158745.656250 Penalty: 2598.584229
	Iteration 5Q: 3 clusters Score -158745.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -158773.578125 Penalty: 2598.584229
	Iteration 6Q: 3 clusters Score -158773.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -158796.500000 Penalty: 2598.584229
	Iteration 7Q: 3 clusters Score -158796.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -158806.406250 Penalty: 2598.584229
	Iteration 8Q: 3 clusters Score -158806.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -158812.312500 Penalty: 2598.584229
	Iteration 9Q: 3 clusters Score -158812.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -158817.156250 Penalty: 2598.584229
	Iteration 10Q: 3 clusters Score -158817.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -158820.968750 Penalty: 2598.584229
	Iteration 11Q: 3 clusters Score -158821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -158826.203125 Penalty: 2598.584229
	Iteration 12Q: 3 clusters Score -158826.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -158831.859375 Penalty: 2598.584229
	Iteration 13Q: 3 clusters Score -158831.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -158836.453125 Penalty: 2598.584229
	Iteration 14Q: 3 clusters Score -158836.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -158841.937500 Penalty: 2598.584229
	Iteration 15Q: 3 clusters Score -158841.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -158845.031250 Penalty: 2598.584229
	Iteration 16Q: 3 clusters Score -158845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -158847.500000 Penalty: 2598.584229
	Iteration 17Q: 3 clusters Score -158847.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -158848.437500 Penalty: 2598.584229
	Iteration 18Q: 3 clusters Score -158848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -158849.968750 Penalty: 2598.584229
	Iteration 19Q: 3 clusters Score -158850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -158850.687500 Penalty: 2598.584229
	Iteration 20F: 3 clusters Score -158850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -158850.546875 Penalty: 2598.584229
	Iteration 21Q: 3 clusters Score -158850.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -158850.546875 Penalty: 2598.584229
	Iteration 22F: 3 clusters Score -158850.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -198220.015625 Penalty: 1336.208618
	Iteration 0F: 2 clusters Score -198220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -195010.781250 Penalty: 2672.417236
	Iteration 0F: 3 clusters Score -195010.8 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -195796.109375 Penalty: 2672.417236
	Iteration 1F: 3 clusters Score -195796.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -195944.093750 Penalty: 2672.417236
	Iteration 2F: 3 clusters Score -195944.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -196034.593750 Penalty: 2672.417236
	Iteration 3Q: 3 clusters Score -196034.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -196108.750000 Penalty: 2672.417236
	Iteration 4Q: 3 clusters Score -196108.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -196165.687500 Penalty: 2672.417236
	Iteration 5Q: 3 clusters Score -196165.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -196221.546875 Penalty: 2672.417236
	Iteration 6Q: 3 clusters Score -196221.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -196268.250000 Penalty: 2672.417236
	Iteration 7Q: 3 clusters Score -196268.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -196313.343750 Penalty: 2672.417236
	Iteration 8Q: 3 clusters Score -196313.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -196349.812500 Penalty: 2672.417236
	Iteration 9Q: 3 clusters Score -196349.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -196395.109375 Penalty: 2672.417236
	Iteration 10Q: 3 clusters Score -196395.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -196446.781250 Penalty: 2672.417236
	Iteration 11Q: 3 clusters Score -196446.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -196513.328125 Penalty: 2672.417236
	Iteration 12Q: 3 clusters Score -196513.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -196574.890625 Penalty: 2672.417236
	Iteration 13Q: 3 clusters Score -196574.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -196635.906250 Penalty: 2672.417236
	Iteration 14Q: 3 clusters Score -196635.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -196706.734375 Penalty: 2672.417236
	Iteration 15Q: 3 clusters Score -196706.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -196778.937500 Penalty: 2672.417236
	Iteration 16Q: 3 clusters Score -196778.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -196841.546875 Penalty: 2672.417236
	Iteration 17Q: 3 clusters Score -196841.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -196889.421875 Penalty: 2672.417236
	Iteration 18Q: 3 clusters Score -196889.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -196930.453125 Penalty: 2672.417236
	Iteration 19Q: 3 clusters Score -196930.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -196959.250000 Penalty: 2672.417236
	Iteration 20F: 3 clusters Score -196959.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -196986.125000 Penalty: 2672.417236
	Iteration 21Q: 3 clusters Score -196986.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -197011.750000 Penalty: 2672.417236
	Iteration 22Q: 3 clusters Score -197011.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -197032.812500 Penalty: 2672.417236
	Iteration 23Q: 3 clusters Score -197032.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -197043.015625 Penalty: 2672.417236
	Iteration 24Q: 3 clusters Score -197043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -197049.500000 Penalty: 2672.417236
	Iteration 25Q: 3 clusters Score -197049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -197053.437500 Penalty: 2672.417236
	Iteration 26Q: 3 clusters Score -197053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -197057.031250 Penalty: 2672.417236
	Iteration 27Q: 3 clusters Score -197057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -197059.421875 Penalty: 2672.417236
	Iteration 28Q: 3 clusters Score -197059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -197060.640625 Penalty: 2672.417236
	Iteration 29Q: 3 clusters Score -197060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -197060.640625 Penalty: 2672.417236
	Iteration 30F: 3 clusters Score -197060.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Entering Unmasked Estep 
Score: -1566470.500000 Penalty: 1673.981445
	Iteration 0F: 2 clusters Score -1566470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1546443.750000 Penalty: 3347.962891
	Iteration 0F: 3 clusters Score -1546444 nChanged 13555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1553887.500000 Penalty: 3347.962891
	Iteration 1F: 3 clusters Score -1553888 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1554380.375000 Penalty: 3347.962891
	Iteration 2Q: 3 clusters Score -1554380 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1555027.125000 Penalty: 3347.962891
	Iteration 3Q: 3 clusters Score -1555027 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1556044.500000 Penalty: 3347.962891
	Iteration 4F: 3 clusters Score -1556044 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1557618.375000 Penalty: 3347.962891
	Iteration 5F: 3 clusters Score -1557618 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1559813.000000 Penalty: 3347.962891
	Iteration 6F: 3 clusters Score -1559813 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1562067.125000 Penalty: 3347.962891
	Iteration 7F: 3 clusters Score -1562067 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1563661.625000 Penalty: 3347.962891
	Iteration 8F: 3 clusters Score -1563662 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1564493.125000 Penalty: 3347.962891
	Iteration 9Q: 3 clusters Score -1564493 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1564774.625000 Penalty: 3347.962891
	Iteration 10Q: 3 clusters Score -1564775 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1564887.500000 Penalty: 3347.962891
	Iteration 11Q: 3 clusters Score -1564888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1564944.625000 Penalty: 3347.962891
	Iteration 12Q: 3 clusters Score -1564945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1564973.000000 Penalty: 3347.962891
	Iteration 13Q: 3 clusters Score -1564973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1564985.250000 Penalty: 3347.962891
	Iteration 14Q: 3 clusters Score -1564985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1564990.250000 Penalty: 3347.962891
	Iteration 15Q: 3 clusters Score -1564990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1564998.250000 Penalty: 3347.962891
	Iteration 16Q: 3 clusters Score -1564998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1564999.750000 Penalty: 3347.962891
	Iteration 17Q: 3 clusters Score -1565000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1565003.000000 Penalty: 3347.962891
	Iteration 18Q: 3 clusters Score -1565003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1565005.375000 Penalty: 3347.962891
	Iteration 19Q: 3 clusters Score -1565005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1565009.500000 Penalty: 3347.962891
	Iteration 20F: 3 clusters Score -1565010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Entering Unmasked Estep 
Score: -2248184.000000 Penalty: 1735.071289
	Iteration 0F: 2 clusters Score -2248184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2219299.250000 Penalty: 3470.142578
	Iteration 0F: 3 clusters Score -2219299 nChanged 20148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2230216.500000 Penalty: 3470.142578
	Iteration 1F: 3 clusters Score -2230216 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2230496.000000 Penalty: 3470.142578
	Iteration 2Q: 3 clusters Score -2230496 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2230780.500000 Penalty: 3470.142578
	Iteration 3Q: 3 clusters Score -2230780 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2231054.000000 Penalty: 3470.142578
	Iteration 4Q: 3 clusters Score -2231054 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2231368.750000 Penalty: 3470.142578
	Iteration 5Q: 3 clusters Score -2231369 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2231778.250000 Penalty: 3470.142578
	Iteration 6Q: 3 clusters Score -2231778 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2232425.250000 Penalty: 3470.142578
	Iteration 7Q: 3 clusters Score -2232425 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2233525.250000 Penalty: 3470.142578
	Iteration 8Q: 3 clusters Score -2233525 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2235357.250000 Penalty: 3470.142578
	Iteration 9F: 3 clusters Score -2235357 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2237988.250000 Penalty: 3470.142578
	Iteration 10F: 3 clusters Score -2237988 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2240673.250000 Penalty: 3470.142578
	Iteration 11F: 3 clusters Score -2240673 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2242349.500000 Penalty: 3470.142578
	Iteration 12F: 3 clusters Score -2242350 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2243149.500000 Penalty: 3470.142578
	Iteration 13Q: 3 clusters Score -2243150 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2243679.250000 Penalty: 3470.142578
	Iteration 14Q: 3 clusters Score -2243679 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2244125.750000 Penalty: 3470.142578
	Iteration 15Q: 3 clusters Score -2244126 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2244515.750000 Penalty: 3470.142578
	Iteration 16Q: 3 clusters Score -2244516 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2244870.000000 Penalty: 3470.142578
	Iteration 17Q: 3 clusters Score -2244870 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2245163.500000 Penalty: 3470.142578
	Iteration 18Q: 3 clusters Score -2245164 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2245432.000000 Penalty: 3470.142578
	Iteration 19Q: 3 clusters Score -2245432 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2245673.250000 Penalty: 3470.142578
	Iteration 20F: 3 clusters Score -2245673 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2245871.000000 Penalty: 3470.142578
	Iteration 21Q: 3 clusters Score -2245871 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2246047.000000 Penalty: 3470.142578
	Iteration 22Q: 3 clusters Score -2246047 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2246206.250000 Penalty: 3470.142578
	Iteration 23Q: 3 clusters Score -2246206 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2246358.750000 Penalty: 3470.142578
	Iteration 24Q: 3 clusters Score -2246359 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2246479.750000 Penalty: 3470.142578
	Iteration 25Q: 3 clusters Score -2246480 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2246586.500000 Penalty: 3470.142578
	Iteration 26Q: 3 clusters Score -2246586 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2246671.750000 Penalty: 3470.142578
	Iteration 27Q: 3 clusters Score -2246672 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2246742.750000 Penalty: 3470.142578
	Iteration 28Q: 3 clusters Score -2246743 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2246804.750000 Penalty: 3470.142578
	Iteration 29Q: 3 clusters Score -2246805 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2246842.500000 Penalty: 3470.142578
	Iteration 30Q: 3 clusters Score -2246842 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2246890.000000 Penalty: 3470.142578
	Iteration 31Q: 3 clusters Score -2246890 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2246929.750000 Penalty: 3470.142578
	Iteration 32Q: 3 clusters Score -2246930 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2246955.500000 Penalty: 3470.142578
	Iteration 33Q: 3 clusters Score -2246956 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2246995.000000 Penalty: 3470.142578
	Iteration 34Q: 3 clusters Score -2246995 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2247016.000000 Penalty: 3470.142578
	Iteration 35Q: 3 clusters Score -2247016 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2247047.000000 Penalty: 3470.142578
	Iteration 36Q: 3 clusters Score -2247047 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2247077.250000 Penalty: 3470.142578
	Iteration 37Q: 3 clusters Score -2247077 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2247100.750000 Penalty: 3470.142578
	Iteration 38Q: 3 clusters Score -2247101 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2247123.750000 Penalty: 3470.142578
	Iteration 39Q: 3 clusters Score -2247124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2247149.000000 Penalty: 3470.142578
	Iteration 40F: 3 clusters Score -2247149 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2247167.750000 Penalty: 3470.142578
	Iteration 41Q: 3 clusters Score -2247168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2247184.500000 Penalty: 3470.142578
	Iteration 42Q: 3 clusters Score -2247184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2247197.000000 Penalty: 3470.142578
	Iteration 43Q: 3 clusters Score -2247197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2247204.500000 Penalty: 3470.142578
	Iteration 44Q: 3 clusters Score -2247204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2247223.250000 Penalty: 3470.142578
	Iteration 45Q: 3 clusters Score -2247223 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2247232.750000 Penalty: 3470.142578
	Iteration 46Q: 3 clusters Score -2247233 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2247237.750000 Penalty: 3470.142578
	Iteration 47Q: 3 clusters Score -2247238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2247245.250000 Penalty: 3470.142578
	Iteration 48Q: 3 clusters Score -2247245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2247245.250000 Penalty: 3470.142578
	Iteration 49Q: 3 clusters Score -2247245 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2247251.250000 Penalty: 3470.142578
	Iteration 50Q: 3 clusters Score -2247251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2247253.500000 Penalty: 3470.142578
	Iteration 51Q: 3 clusters Score -2247254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2247250.750000 Penalty: 3470.142578
	Iteration 52Q: 3 clusters Score -2247251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2247259.750000 Penalty: 3470.142578
	Iteration 53Q: 3 clusters Score -2247260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2247260.500000 Penalty: 3470.142578
	Iteration 54Q: 3 clusters Score -2247260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2247257.250000 Penalty: 3470.142578
	Iteration 55Q: 3 clusters Score -2247257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2247260.250000 Penalty: 3470.142578
	Iteration 56Q: 3 clusters Score -2247260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2247267.500000 Penalty: 3470.142578
	Iteration 57Q: 3 clusters Score -2247268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2247265.750000 Penalty: 3470.142578
	Iteration 58Q: 3 clusters Score -2247266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2247265.750000 Penalty: 3470.142578
	Iteration 59Q: 3 clusters Score -2247266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2247272.500000 Penalty: 3470.142578
	Iteration 60F: 3 clusters Score -2247272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2247274.000000 Penalty: 3470.142578
	Iteration 61Q: 3 clusters Score -2247274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2247271.750000 Penalty: 3470.142578
	Iteration 62Q: 3 clusters Score -2247272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2247277.500000 Penalty: 3470.142578
	Iteration 63Q: 3 clusters Score -2247278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2247279.000000 Penalty: 3470.142578
	Iteration 64Q: 3 clusters Score -2247279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2247279.000000 Penalty: 3470.142578
	Iteration 65Q: 3 clusters Score -2247279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2247280.000000 Penalty: 3470.142578
	Iteration 66Q: 3 clusters Score -2247280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2247281.750000 Penalty: 3470.142578
	Iteration 67Q: 3 clusters Score -2247282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2247277.500000 Penalty: 3470.142578
	Iteration 68Q: 3 clusters Score -2247278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2247280.750000 Penalty: 3470.142578
	Iteration 69Q: 3 clusters Score -2247281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2247280.500000 Penalty: 3470.142578
	Iteration 70Q: 3 clusters Score -2247280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2247280.000000 Penalty: 3470.142578
	Iteration 71Q: 3 clusters Score -2247280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2247281.500000 Penalty: 3470.142578
	Iteration 72Q: 3 clusters Score -2247282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2247279.250000 Penalty: 3470.142578
	Iteration 73Q: 3 clusters Score -2247279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2247280.250000 Penalty: 3470.142578
	Iteration 74Q: 3 clusters Score -2247280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2247285.000000 Penalty: 3470.142578
	Iteration 75Q: 3 clusters Score -2247285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2247285.250000 Penalty: 3470.142578
	Iteration 76Q: 3 clusters Score -2247285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2247285.750000 Penalty: 3470.142578
	Iteration 77Q: 3 clusters Score -2247286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2247284.000000 Penalty: 3470.142578
	Iteration 78Q: 3 clusters Score -2247284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2247283.000000 Penalty: 3470.142578
	Iteration 79Q: 3 clusters Score -2247283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2247286.000000 Penalty: 3470.142578
	Iteration 80F: 3 clusters Score -2247286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2247287.750000 Penalty: 3470.142578
	Iteration 81Q: 3 clusters Score -2247288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2247287.250000 Penalty: 3470.142578
	Iteration 82Q: 3 clusters Score -2247287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2247290.500000 Penalty: 3470.142578
	Iteration 83Q: 3 clusters Score -2247290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2247293.250000 Penalty: 3470.142578
	Iteration 84Q: 3 clusters Score -2247293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2247292.000000 Penalty: 3470.142578
	Iteration 85Q: 3 clusters Score -2247292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2247292.000000 Penalty: 3470.142578
	Iteration 86Q: 3 clusters Score -2247292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2247293.750000 Penalty: 3470.142578
	Iteration 87Q: 3 clusters Score -2247294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2247292.250000 Penalty: 3470.142578
	Iteration 88Q: 3 clusters Score -2247292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2247296.000000 Penalty: 3470.142578
	Iteration 89Q: 3 clusters Score -2247296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2247292.000000 Penalty: 3470.142578
	Iteration 90Q: 3 clusters Score -2247292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2247294.000000 Penalty: 3470.142578
	Iteration 91Q: 3 clusters Score -2247294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2247293.750000 Penalty: 3470.142578
	Iteration 92Q: 3 clusters Score -2247294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2247294.250000 Penalty: 3470.142578
	Iteration 93Q: 3 clusters Score -2247294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2247295.500000 Penalty: 3470.142578
	Iteration 94Q: 3 clusters Score -2247296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2247292.000000 Penalty: 3470.142578
	Iteration 95Q: 3 clusters Score -2247292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2247294.750000 Penalty: 3470.142578
	Iteration 96Q: 3 clusters Score -2247295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2247294.000000 Penalty: 3470.142578
	Iteration 97Q: 3 clusters Score -2247294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2247298.250000 Penalty: 3470.142578
	Iteration 98Q: 3 clusters Score -2247298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2247297.500000 Penalty: 3470.142578
	Iteration 99Q: 3 clusters Score -2247298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2247294.500000 Penalty: 3470.142578
	Iteration 100F: 3 clusters Score -2247294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2247296.500000 Penalty: 3470.142578
	Iteration 101Q: 3 clusters Score -2247296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2247293.750000 Penalty: 3470.142578
	Iteration 102Q: 3 clusters Score -2247294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2247295.000000 Penalty: 3470.142578
	Iteration 103Q: 3 clusters Score -2247295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2247294.250000 Penalty: 3470.142578
	Iteration 104Q: 3 clusters Score -2247294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2247297.000000 Penalty: 3470.142578
	Iteration 105Q: 3 clusters Score -2247297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2247296.500000 Penalty: 3470.142578
	Iteration 106Q: 3 clusters Score -2247296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2247298.500000 Penalty: 3470.142578
	Iteration 107Q: 3 clusters Score -2247298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2247300.750000 Penalty: 3470.142578
	Iteration 108Q: 3 clusters Score -2247301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2247301.250000 Penalty: 3470.142578
	Iteration 109Q: 3 clusters Score -2247301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2247300.750000 Penalty: 3470.142578
	Iteration 110Q: 3 clusters Score -2247301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2247297.500000 Penalty: 3470.142578
	Iteration 111Q: 3 clusters Score -2247298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2247297.500000 Penalty: 3470.142578
	Iteration 112F: 3 clusters Score -2247298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Entering Unmasked Estep 
Score: -3044375.000000 Penalty: 1781.813110
	Iteration 0F: 2 clusters Score -3044375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3005741.000000 Penalty: 3563.626221
	Iteration 0F: 3 clusters Score -3005741 nChanged 27224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3021280 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3021878 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -3022570.500000 Penalty: 3563.626221
	Iteration 3Q: 3 clusters Score -3022570 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -3023470.250000 Penalty: 3563.626221
	Iteration 4Q: 3 clusters Score -3023470 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -3024576.750000 Penalty: 3563.626221
	Iteration 5Q: 3 clusters Score -3024577 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -3025975.000000 Penalty: 3563.626221
	Iteration 6Q: 3 clusters Score -3025975 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -3027869.250000 Penalty: 3563.626221
	Iteration 7F: 3 clusters Score -3027869 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -3030271.250000 Penalty: 3563.626221
	Iteration 8F: 3 clusters Score -3030271 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -3032933.250000 Penalty: 3563.626221
	Iteration 9F: 3 clusters Score -3032933 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -3035185.000000 Penalty: 3563.626221
	Iteration 10Q: 3 clusters Score -3035185 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -3036499.750000 Penalty: 3563.626221
	Iteration 11Q: 3 clusters Score -3036500 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -3037268.250000 Penalty: 3563.626221
	Iteration 12Q: 3 clusters Score -3037268 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -3037796.000000 Penalty: 3563.626221
	Iteration 13Q: 3 clusters Score -3037796 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -3038248.250000 Penalty: 3563.626221
	Iteration 14Q: 3 clusters Score -3038248 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -3038676.250000 Penalty: 3563.626221
	Iteration 15Q: 3 clusters Score -3038676 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -3039106.750000 Penalty: 3563.626221
	Iteration 16Q: 3 clusters Score -3039107 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -3039551.000000 Penalty: 3563.626221
	Iteration 17Q: 3 clusters Score -3039551 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -3039952.500000 Penalty: 3563.626221
	Iteration 18Q: 3 clusters Score -3039952 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -3040290.750000 Penalty: 3563.626221
	Iteration 19Q: 3 clusters Score -3040291 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -3040612.750000 Penalty: 3563.626221
	Iteration 20F: 3 clusters Score -3040613 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -3040898.250000 Penalty: 3563.626221
	Iteration 21Q: 3 clusters Score -3040898 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -3041175.000000 Penalty: 3563.626221
	Iteration 22Q: 3 clusters Score -3041175 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -3041394.750000 Penalty: 3563.626221
	Iteration 23Q: 3 clusters Score -3041395 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -3041578.750000 Penalty: 3563.626221
	Iteration 24Q: 3 clusters Score -3041579 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -3041724.500000 Penalty: 3563.626221
	Iteration 25Q: 3 clusters Score -3041724 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -3041905.250000 Penalty: 3563.626221
	Iteration 26Q: 3 clusters Score -3041905 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -3042030.500000 Penalty: 3563.626221
	Iteration 27Q: 3 clusters Score -3042030 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -3042158.750000 Penalty: 3563.626221
	Iteration 28Q: 3 clusters Score -3042159 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -3042258.750000 Penalty: 3563.626221
	Iteration 29Q: 3 clusters Score -3042259 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -3042317.750000 Penalty: 3563.626221
	Iteration 30Q: 3 clusters Score -3042318 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -3042388.750000 Penalty: 3563.626221
	Iteration 31Q: 3 clusters Score -3042389 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -3042427.500000 Penalty: 3563.626221
	Iteration 32Q: 3 clusters Score -3042428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -3042470.750000 Penalty: 3563.626221
	Iteration 33Q: 3 clusters Score -3042471 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -3042504.000000 Penalty: 3563.626221
	Iteration 34Q: 3 clusters Score -3042504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -3042534.000000 Penalty: 3563.626221
	Iteration 35Q: 3 clusters Score -3042534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -3042553.750000 Penalty: 3563.626221
	Iteration 36Q: 3 clusters Score -3042554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -3042587.750000 Penalty: 3563.626221
	Iteration 37Q: 3 clusters Score -3042588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -3042609.500000 Penalty: 3563.626221
	Iteration 38Q: 3 clusters Score -3042610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -3042635.750000 Penalty: 3563.626221
	Iteration 39Q: 3 clusters Score -3042636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -3042651.250000 Penalty: 3563.626221
	Iteration 40F: 3 clusters Score -3042651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -3042670.000000 Penalty: 3563.626221
	Iteration 41Q: 3 clusters Score -3042670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -3042684.250000 Penalty: 3563.626221
	Iteration 42Q: 3 clusters Score -3042684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -3042706.500000 Penalty: 3563.626221
	Iteration 43Q: 3 clusters Score -3042706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -3042716.250000 Penalty: 3563.626221
	Iteration 44Q: 3 clusters Score -3042716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -3042725.500000 Penalty: 3563.626221
	Iteration 45Q: 3 clusters Score -3042726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -3042735.500000 Penalty: 3563.626221
	Iteration 46Q: 3 clusters Score -3042736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -3042747.500000 Penalty: 3563.626221
	Iteration 47Q: 3 clusters Score -3042748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -3042747.750000 Penalty: 3563.626221
	Iteration 48Q: 3 clusters Score -3042748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -3042751.750000 Penalty: 3563.626221
	Iteration 49Q: 3 clusters Score -3042752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -3042760.500000 Penalty: 3563.626221
	Iteration 50Q: 3 clusters Score -3042760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -3042760.000000 Penalty: 3563.626221
	Iteration 51Q: 3 clusters Score -3042760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -3042767.000000 Penalty: 3563.626221
	Iteration 52Q: 3 clusters Score -3042767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -3042772.500000 Penalty: 3563.626221
	Iteration 53Q: 3 clusters Score -3042772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -3042773.000000 Penalty: 3563.626221
	Iteration 54Q: 3 clusters Score -3042773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -3042773.000000 Penalty: 3563.626221
	Iteration 55F: 3 clusters Score -3042773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Entering Unmasked Estep 
Score: -1592005.750000 Penalty: 1676.741333
	Iteration 0F: 2 clusters Score -1592006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1571765.125000 Penalty: 3353.482666
	Iteration 0F: 3 clusters Score -1571765 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1579438.250000 Penalty: 3353.482666
	Iteration 1F: 3 clusters Score -1579438 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1579773.375000 Penalty: 3353.482666
	Iteration 2Q: 3 clusters Score -1579773 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1580126.625000 Penalty: 3353.482666
	Iteration 3Q: 3 clusters Score -1580127 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1580461.375000 Penalty: 3353.482666
	Iteration 4Q: 3 clusters Score -1580461 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1580823.875000 Penalty: 3353.482666
	Iteration 5Q: 3 clusters Score -1580824 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1581328.375000 Penalty: 3353.482666
	Iteration 6Q: 3 clusters Score -1581328 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1582015.500000 Penalty: 3353.482666
	Iteration 7Q: 3 clusters Score -1582016 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1583019.875000 Penalty: 3353.482666
	Iteration 8F: 3 clusters Score -1583020 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -1584295.000000 Penalty: 3353.482666
	Iteration 9F: 3 clusters Score -1584295 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -1585649.250000 Penalty: 3353.482666
	Iteration 10F: 3 clusters Score -1585649 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -1586723.875000 Penalty: 3353.482666
	Iteration 11F: 3 clusters Score -1586724 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -1587310.375000 Penalty: 3353.482666
	Iteration 12Q: 3 clusters Score -1587310 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -1587697.750000 Penalty: 3353.482666
	Iteration 13Q: 3 clusters Score -1587698 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -1587978.875000 Penalty: 3353.482666
	Iteration 14Q: 3 clusters Score -1587979 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -1588201.625000 Penalty: 3353.482666
	Iteration 15Q: 3 clusters Score -1588202 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -1588395.375000 Penalty: 3353.482666
	Iteration 16Q: 3 clusters Score -1588395 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -1588570.500000 Penalty: 3353.482666
	Iteration 17Q: 3 clusters Score -1588570 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -1588727.250000 Penalty: 3353.482666
	Iteration 18Q: 3 clusters Score -1588727 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -1588892.375000 Penalty: 3353.482666
	Iteration 19Q: 3 clusters Score -1588892 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -1589032.625000 Penalty: 3353.482666
	Iteration 20F: 3 clusters Score -1589033 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -1589159.875000 Penalty: 3353.482666
	Iteration 21Q: 3 clusters Score -1589160 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -1589283.375000 Penalty: 3353.482666
	Iteration 22Q: 3 clusters Score -1589283 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -1589368.375000 Penalty: 3353.482666
	Iteration 23Q: 3 clusters Score -1589368 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -1589461.500000 Penalty: 3353.482666
	Iteration 24Q: 3 clusters Score -1589462 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -1589545.375000 Penalty: 3353.482666
	Iteration 25Q: 3 clusters Score -1589545 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -1589604.625000 Penalty: 3353.482666
	Iteration 26Q: 3 clusters Score -1589605 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -1589642.750000 Penalty: 3353.482666
	Iteration 27Q: 3 clusters Score -1589643 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -1589697.750000 Penalty: 3353.482666
	Iteration 28Q: 3 clusters Score -1589698 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -1589757.875000 Penalty: 3353.482666
	Iteration 29Q: 3 clusters Score -1589758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -1589827.125000 Penalty: 3353.482666
	Iteration 30Q: 3 clusters Score -1589827 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -1589877.375000 Penalty: 3353.482666
	Iteration 31Q: 3 clusters Score -1589877 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -1589934.125000 Penalty: 3353.482666
	Iteration 32Q: 3 clusters Score -1589934 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -1589990.000000 Penalty: 3353.482666
	Iteration 33Q: 3 clusters Score -1589990 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -1590025.500000 Penalty: 3353.482666
	Iteration 34Q: 3 clusters Score -1590026 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -1590069.250000 Penalty: 3353.482666
	Iteration 35Q: 3 clusters Score -1590069 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -1590120.375000 Penalty: 3353.482666
	Iteration 36Q: 3 clusters Score -1590120 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -1590180.000000 Penalty: 3353.482666
	Iteration 37Q: 3 clusters Score -1590180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -1590220.250000 Penalty: 3353.482666
	Iteration 38Q: 3 clusters Score -1590220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -1590241.625000 Penalty: 3353.482666
	Iteration 39Q: 3 clusters Score -1590242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -1590268.875000 Penalty: 3353.482666
	Iteration 40F: 3 clusters Score -1590269 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -1590303.875000 Penalty: 3353.482666
	Iteration 41Q: 3 clusters Score -1590304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -1590318.375000 Penalty: 3353.482666
	Iteration 42Q: 3 clusters Score -1590318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -1590335.125000 Penalty: 3353.482666
	Iteration 43Q: 3 clusters Score -1590335 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -1590357.500000 Penalty: 3353.482666
	Iteration 44Q: 3 clusters Score -1590358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -1590378.250000 Penalty: 3353.482666
	Iteration 45Q: 3 clusters Score -1590378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -1590400.375000 Penalty: 3353.482666
	Iteration 46Q: 3 clusters Score -1590400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -1590408.125000 Penalty: 3353.482666
	Iteration 47Q: 3 clusters Score -1590408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -1590423.250000 Penalty: 3353.482666
	Iteration 48Q: 3 clusters Score -1590423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -1590446.750000 Penalty: 3353.482666
	Iteration 49Q: 3 clusters Score -1590447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -1590465.750000 Penalty: 3353.482666
	Iteration 50Q: 3 clusters Score -1590466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -1590475.750000 Penalty: 3353.482666
	Iteration 51Q: 3 clusters Score -1590476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -1590482.625000 Penalty: 3353.482666
	Iteration 52Q: 3 clusters Score -1590483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -1590492.000000 Penalty: 3353.482666
	Iteration 53Q: 3 clusters Score -1590492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -1590500.375000 Penalty: 3353.482666
	Iteration 54Q: 3 clusters Score -1590500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -1590512.625000 Penalty: 3353.482666
	Iteration 55Q: 3 clusters Score -1590513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -1590516.500000 Penalty: 3353.482666
	Iteration 56Q: 3 clusters Score -1590516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -1590519.625000 Penalty: 3353.482666
	Iteration 57Q: 3 clusters Score -1590520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -1590521.625000 Penalty: 3353.482666
	Iteration 58Q: 3 clusters Score -1590522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -1590522.250000 Penalty: 3353.482666
	Iteration 59Q: 3 clusters Score -1590522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -1590523.250000 Penalty: 3353.482666
	Iteration 60F: 3 clusters Score -1590523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -1590529.000000 Penalty: 3353.482666
	Iteration 61Q: 3 clusters Score -1590529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -1590528.000000 Penalty: 3353.482666
	Iteration 62Q: 3 clusters Score -1590528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -1590534.125000 Penalty: 3353.482666
	Iteration 63Q: 3 clusters Score -1590534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -1590539.000000 Penalty: 3353.482666
	Iteration 64Q: 3 clusters Score -1590539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -1590542.750000 Penalty: 3353.482666
	Iteration 65Q: 3 clusters Score -1590543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -1590542.375000 Penalty: 3353.482666
	Iteration 66Q: 3 clusters Score -1590542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -1590542.000000 Penalty: 3353.482666
	Iteration 67Q: 3 clusters Score -1590542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -1590540.875000 Penalty: 3353.482666
	Iteration 68Q: 3 clusters Score -1590541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -1590542.875000 Penalty: 3353.482666
	Iteration 69Q: 3 clusters Score -1590543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -1590544.375000 Penalty: 3353.482666
	Iteration 70Q: 3 clusters Score -1590544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -1590542.375000 Penalty: 3353.482666
	Iteration 71Q: 3 clusters Score -1590542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -1590545.500000 Penalty: 3353.482666
	Iteration 72Q: 3 clusters Score -1590546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -1590547.375000 Penalty: 3353.482666
	Iteration 73Q: 3 clusters Score -1590547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -1590546.875000 Penalty: 3353.482666
	Iteration 74Q: 3 clusters Score -1590547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -1590548.375000 Penalty: 3353.482666
	Iteration 75Q: 3 clusters Score -1590548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -1590548.375000 Penalty: 3353.482666
	Iteration 76F: 3 clusters Score -1590548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Entering Unmasked Estep 
Score: -223472.109375 Penalty: 1357.787354
	Iteration 0F: 2 clusters Score -223472.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -219932.828125 Penalty: 2715.574707
	Iteration 0F: 3 clusters Score -219932.8 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -220818.109375 Penalty: 2715.574707
	Iteration 1F: 3 clusters Score -220818.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -220972.562500 Penalty: 2715.574707
	Iteration 2F: 3 clusters Score -220972.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -221084.890625 Penalty: 2715.574707
	Iteration 3F: 3 clusters Score -221084.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -221175.296875 Penalty: 2715.574707
	Iteration 4Q: 3 clusters Score -221175.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -221252.671875 Penalty: 2715.574707
	Iteration 5Q: 3 clusters Score -221252.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -221324.078125 Penalty: 2715.574707
	Iteration 6Q: 3 clusters Score -221324.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -221404.859375 Penalty: 2715.574707
	Iteration 7Q: 3 clusters Score -221404.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -221491.093750 Penalty: 2715.574707
	Iteration 8Q: 3 clusters Score -221491.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -221591.796875 Penalty: 2715.574707
	Iteration 9Q: 3 clusters Score -221591.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -221692.687500 Penalty: 2715.574707
	Iteration 10Q: 3 clusters Score -221692.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -221828.968750 Penalty: 2715.574707
	Iteration 11Q: 3 clusters Score -221829 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -221953.281250 Penalty: 2715.574707
	Iteration 12Q: 3 clusters Score -221953.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -222066.937500 Penalty: 2715.574707
	Iteration 13Q: 3 clusters Score -222066.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -222155.890625 Penalty: 2715.574707
	Iteration 14Q: 3 clusters Score -222155.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -222205.078125 Penalty: 2715.574707
	Iteration 15Q: 3 clusters Score -222205.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -222234.265625 Penalty: 2715.574707
	Iteration 16Q: 3 clusters Score -222234.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -222258.406250 Penalty: 2715.574707
	Iteration 17Q: 3 clusters Score -222258.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -222275.281250 Penalty: 2715.574707
	Iteration 18Q: 3 clusters Score -222275.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -222284.562500 Penalty: 2715.574707
	Iteration 19Q: 3 clusters Score -222284.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -222290.578125 Penalty: 2715.574707
	Iteration 20F: 3 clusters Score -222290.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -222298.703125 Penalty: 2715.574707
	Iteration 21Q: 3 clusters Score -222298.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -222304.562500 Penalty: 2715.574707
	Iteration 22Q: 3 clusters Score -222304.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -222309.593750 Penalty: 2715.574707
	Iteration 23Q: 3 clusters Score -222309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -222311.484375 Penalty: 2715.574707
	Iteration 24Q: 3 clusters Score -222311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -222314.406250 Penalty: 2715.574707
	Iteration 25Q: 3 clusters Score -222314.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -222318.187500 Penalty: 2715.574707
	Iteration 26Q: 3 clusters Score -222318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -222320.625000 Penalty: 2715.574707
	Iteration 27Q: 3 clusters Score -222320.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -222323.640625 Penalty: 2715.574707
	Iteration 28Q: 3 clusters Score -222323.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -222325.671875 Penalty: 2715.574707
	Iteration 29Q: 3 clusters Score -222325.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -222327.500000 Penalty: 2715.574707
	Iteration 30Q: 3 clusters Score -222327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -222330.250000 Penalty: 2715.574707
	Iteration 31Q: 3 clusters Score -222330.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -222333.109375 Penalty: 2715.574707
	Iteration 32Q: 3 clusters Score -222333.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -222336.859375 Penalty: 2715.574707
	Iteration 33Q: 3 clusters Score -222336.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -222341.343750 Penalty: 2715.574707
	Iteration 34Q: 3 clusters Score -222341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -222343.140625 Penalty: 2715.574707
	Iteration 35Q: 3 clusters Score -222343.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -222345.203125 Penalty: 2715.574707
	Iteration 36Q: 3 clusters Score -222345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -222346.812500 Penalty: 2715.574707
	Iteration 37Q: 3 clusters Score -222346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -222348.578125 Penalty: 2715.574707
	Iteration 38Q: 3 clusters Score -222348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -222350.281250 Penalty: 2715.574707
	Iteration 39Q: 3 clusters Score -222350.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -222350.625000 Penalty: 2715.574707
	Iteration 40F: 3 clusters Score -222350.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -222352.687500 Penalty: 2715.574707
	Iteration 41Q: 3 clusters Score -222352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -222353.781250 Penalty: 2715.574707
	Iteration 42Q: 3 clusters Score -222353.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -222355.578125 Penalty: 2715.574707
	Iteration 43Q: 3 clusters Score -222355.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -222358.781250 Penalty: 2715.574707
	Iteration 44Q: 3 clusters Score -222358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -222360.015625 Penalty: 2715.574707
	Iteration 45Q: 3 clusters Score -222360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -222360.171875 Penalty: 2715.574707
	Iteration 46Q: 3 clusters Score -222360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -222361.312500 Penalty: 2715.574707
	Iteration 47Q: 3 clusters Score -222361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -222361.609375 Penalty: 2715.574707
	Iteration 48Q: 3 clusters Score -222361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -222361.968750 Penalty: 2715.574707
	Iteration 49Q: 3 clusters Score -222362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -222361.968750 Penalty: 2715.574707
	Iteration 50F: 3 clusters Score -222362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -120567.781250 Penalty: 1263.072266
	Iteration 0F: 2 clusters Score -120567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -118241.320312 Penalty: 2526.144531
	Iteration 0F: 3 clusters Score -118241.3 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -118777.726562 Penalty: 2526.144531
	Iteration 1F: 3 clusters Score -118777.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -118889.515625 Penalty: 2526.144531
	Iteration 2F: 3 clusters Score -118889.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -118959.273438 Penalty: 2526.144531
	Iteration 3Q: 3 clusters Score -118959.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -119017.734375 Penalty: 2526.144531
	Iteration 4Q: 3 clusters Score -119017.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -119049.804688 Penalty: 2526.144531
	Iteration 5Q: 3 clusters Score -119049.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -119068.273438 Penalty: 2526.144531
	Iteration 6Q: 3 clusters Score -119068.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -119080.710938 Penalty: 2526.144531
	Iteration 7Q: 3 clusters Score -119080.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -119094.000000 Penalty: 2526.144531
	Iteration 8Q: 3 clusters Score -119094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -119108.851562 Penalty: 2526.144531
	Iteration 9Q: 3 clusters Score -119108.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -119122.640625 Penalty: 2526.144531
	Iteration 10Q: 3 clusters Score -119122.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -119138.703125 Penalty: 2526.144531
	Iteration 11Q: 3 clusters Score -119138.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -119154.562500 Penalty: 2526.144531
	Iteration 12Q: 3 clusters Score -119154.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -119161.000000 Penalty: 2526.144531
	Iteration 13Q: 3 clusters Score -119161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -119167.039062 Penalty: 2526.144531
	Iteration 14Q: 3 clusters Score -119167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -119173.007812 Penalty: 2526.144531
	Iteration 15Q: 3 clusters Score -119173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -119178.164062 Penalty: 2526.144531
	Iteration 16Q: 3 clusters Score -119178.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -119184.242188 Penalty: 2526.144531
	Iteration 17Q: 3 clusters Score -119184.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -119190.148438 Penalty: 2526.144531
	Iteration 18Q: 3 clusters Score -119190.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -119194.867188 Penalty: 2526.144531
	Iteration 19Q: 3 clusters Score -119194.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -119198.226562 Penalty: 2526.144531
	Iteration 20F: 3 clusters Score -119198.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -119201.421875 Penalty: 2526.144531
	Iteration 21Q: 3 clusters Score -119201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -119204.234375 Penalty: 2526.144531
	Iteration 22Q: 3 clusters Score -119204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -119205.546875 Penalty: 2526.144531
	Iteration 23Q: 3 clusters Score -119205.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -119206.265625 Penalty: 2526.144531
	Iteration 24Q: 3 clusters Score -119206.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -119206.578125 Penalty: 2526.144531
	Iteration 25Q: 3 clusters Score -119206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -119206.601562 Penalty: 2526.144531
	Iteration 26Q: 3 clusters Score -119206.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -119206.601562 Penalty: 2526.144531
	Iteration 27F: 3 clusters Score -119206.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169657 members 
Entering Unmasked Estep 
Score: -8660234.000000 Penalty: 1956.749390
	Iteration 0F: 2 clusters Score -8660234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85122 members 
Mstep: Class 2 contains 84535 members 
Entering Unmasked Estep 
Score: -8546412.000000 Penalty: 3913.498779
	Iteration 0F: 3 clusters Score -8546412 nChanged 81861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -8594344.000000 Penalty: 3913.498779
	Iteration 1F: 3 clusters Score -8594344 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Mstep: Class 2 contains 77580 members 
Entering Unmasked Estep 
Score: -8595451.000000 Penalty: 3913.498779
	Iteration 2Q: 3 clusters Score -8595451 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -8597224.000000 Penalty: 3913.498779
	Iteration 3Q: 3 clusters Score -8597224 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102773 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -8600580.000000 Penalty: 3913.498779
	Iteration 4Q: 3 clusters Score -8600580 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112389 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -8606792.000000 Penalty: 3913.498779
	Iteration 5F: 3 clusters Score -8606792 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125282 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8617107.000000 Penalty: 3913.498779
	Iteration 6F: 3 clusters Score -8617107 nChanged 14920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140180 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -8630738.000000 Penalty: 3913.498779
	Iteration 7F: 3 clusters Score -8630738 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153643 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -8643887.000000 Penalty: 3913.498779
	Iteration 8F: 3 clusters Score -8643887 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162552 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -8652497.000000 Penalty: 3913.498779
	Iteration 9F: 3 clusters Score -8652497 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166834 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -8656573.000000 Penalty: 3913.498779
	Iteration 10Q: 3 clusters Score -8656573 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8657967.000000 Penalty: 3913.498779
	Iteration 11Q: 3 clusters Score -8657967 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168785 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8658455.000000 Penalty: 3913.498779
	Iteration 12Q: 3 clusters Score -8658455 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168888 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8658685.000000 Penalty: 3913.498779
	Iteration 13Q: 3 clusters Score -8658685 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168928 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8658817.000000 Penalty: 3913.498779
	Iteration 14Q: 3 clusters Score -8658817 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168920 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8658882.000000 Penalty: 3913.498779
	Iteration 15Q: 3 clusters Score -8658882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168905 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8658945.000000 Penalty: 3913.498779
	Iteration 16Q: 3 clusters Score -8658945 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168873 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8659005.000000 Penalty: 3913.498779
	Iteration 17Q: 3 clusters Score -8659005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168844 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8659044.000000 Penalty: 3913.498779
	Iteration 18Q: 3 clusters Score -8659044 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168809 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8659078.000000 Penalty: 3913.498779
	Iteration 19Q: 3 clusters Score -8659078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168787 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8659120.000000 Penalty: 3913.498779
	Iteration 20F: 3 clusters Score -8659120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8659137.000000 Penalty: 3913.498779
	Iteration 21Q: 3 clusters Score -8659137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168742 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8659157.000000 Penalty: 3913.498779
	Iteration 22Q: 3 clusters Score -8659157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168722 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8659170.000000 Penalty: 3913.498779
	Iteration 23Q: 3 clusters Score -8659170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168710 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8659180.000000 Penalty: 3913.498779
	Iteration 24Q: 3 clusters Score -8659180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8659193.000000 Penalty: 3913.498779
	Iteration 25Q: 3 clusters Score -8659193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168669 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8659219.000000 Penalty: 3913.498779
	Iteration 26Q: 3 clusters Score -8659219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168661 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8659222.000000 Penalty: 3913.498779
	Iteration 27Q: 3 clusters Score -8659222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168649 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8659221.000000 Penalty: 3913.498779
	Iteration 28Q: 3 clusters Score -8659221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8659229.000000 Penalty: 3913.498779
	Iteration 29Q: 3 clusters Score -8659229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168629 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8659239.000000 Penalty: 3913.498779
	Iteration 30Q: 3 clusters Score -8659239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168624 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8659236.000000 Penalty: 3913.498779
	Iteration 31Q: 3 clusters Score -8659236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168617 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8659233.000000 Penalty: 3913.498779
	Iteration 32Q: 3 clusters Score -8659233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168611 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8659232.000000 Penalty: 3913.498779
	Iteration 33Q: 3 clusters Score -8659232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168609 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8659237.000000 Penalty: 3913.498779
	Iteration 34Q: 3 clusters Score -8659237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168608 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8659238.000000 Penalty: 3913.498779
	Iteration 35Q: 3 clusters Score -8659238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8659238.000000 Penalty: 3913.498779
	Iteration 36Q: 3 clusters Score -8659238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8659233.000000 Penalty: 3913.498779
	Iteration 37Q: 3 clusters Score -8659233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8659233.000000 Penalty: 3913.498779
	Iteration 38F: 3 clusters Score -8659233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Entering Unmasked Estep 
Score: -2588409.000000 Penalty: 1754.728638
	Iteration 0F: 2 clusters Score -2588409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2555821.750000 Penalty: 3509.457275
	Iteration 0F: 3 clusters Score -2555822 nChanged 22811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2568736.250000 Penalty: 3509.457275
	Iteration 1F: 3 clusters Score -2568736 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2569267.000000 Penalty: 3509.457275
	Iteration 2Q: 3 clusters Score -2569267 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2569845.250000 Penalty: 3509.457275
	Iteration 3Q: 3 clusters Score -2569845 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2570576.000000 Penalty: 3509.457275
	Iteration 4Q: 3 clusters Score -2570576 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2571591.750000 Penalty: 3509.457275
	Iteration 5Q: 3 clusters Score -2571592 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2573056.250000 Penalty: 3509.457275
	Iteration 6F: 3 clusters Score -2573056 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2575052.000000 Penalty: 3509.457275
	Iteration 7F: 3 clusters Score -2575052 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2577599.000000 Penalty: 3509.457275
	Iteration 8F: 3 clusters Score -2577599 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2580383.750000 Penalty: 3509.457275
	Iteration 9F: 3 clusters Score -2580384 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2582790.000000 Penalty: 3509.457275
	Iteration 10F: 3 clusters Score -2582790 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2584438.500000 Penalty: 3509.457275
	Iteration 11Q: 3 clusters Score -2584438 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2585509.250000 Penalty: 3509.457275
	Iteration 12Q: 3 clusters Score -2585509 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2586106.000000 Penalty: 3509.457275
	Iteration 13Q: 3 clusters Score -2586106 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2586458.000000 Penalty: 3509.457275
	Iteration 14Q: 3 clusters Score -2586458 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2586633.500000 Penalty: 3509.457275
	Iteration 15Q: 3 clusters Score -2586634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2586739.750000 Penalty: 3509.457275
	Iteration 16Q: 3 clusters Score -2586740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2586776.250000 Penalty: 3509.457275
	Iteration 17Q: 3 clusters Score -2586776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2586818.750000 Penalty: 3509.457275
	Iteration 18Q: 3 clusters Score -2586819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2586836.250000 Penalty: 3509.457275
	Iteration 19Q: 3 clusters Score -2586836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2586851.250000 Penalty: 3509.457275
	Iteration 20F: 3 clusters Score -2586851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2586866.500000 Penalty: 3509.457275
	Iteration 21Q: 3 clusters Score -2586866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2586876.250000 Penalty: 3509.457275
	Iteration 22Q: 3 clusters Score -2586876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2586881.000000 Penalty: 3509.457275
	Iteration 23Q: 3 clusters Score -2586881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2586889.750000 Penalty: 3509.457275
	Iteration 24Q: 3 clusters Score -2586890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2586893.000000 Penalty: 3509.457275
	Iteration 25Q: 3 clusters Score -2586893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2586891.500000 Penalty: 3509.457275
	Iteration 26Q: 3 clusters Score -2586892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2586894.500000 Penalty: 3509.457275
	Iteration 27Q: 3 clusters Score -2586894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2586897.750000 Penalty: 3509.457275
	Iteration 28Q: 3 clusters Score -2586898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2586900.000000 Penalty: 3509.457275
	Iteration 29Q: 3 clusters Score -2586900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2586906.250000 Penalty: 3509.457275
	Iteration 30Q: 3 clusters Score -2586906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2586907.250000 Penalty: 3509.457275
	Iteration 31Q: 3 clusters Score -2586907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2586907.250000 Penalty: 3509.457275
	Iteration 32F: 3 clusters Score -2586907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14573 members 
Mstep: Class 5 contains 9089 members 
Mstep: Class 7 contains 2968 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 43363 members 
Mstep: Class 14 contains 57815 members 
Mstep: Class 15 contains 30285 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169657 members 
Mstep: Class 20 contains 48939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832888.000000 Penalty: 25233.794922
Iteration 239Q: 13 clusters Score -2.083289e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14574 members 
Mstep: Class 5 contains 9090 members 
Mstep: Class 7 contains 2964 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 43398 members 
Mstep: Class 14 contains 57817 members 
Mstep: Class 15 contains 30287 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169620 members 
Mstep: Class 20 contains 48938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832910.000000 Penalty: 25233.794922
Iteration 240F: 13 clusters Score -2.083291e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14578 members 
Mstep: Class 5 contains 9092 members 
Mstep: Class 7 contains 2963 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 43434 members 
Mstep: Class 14 contains 57816 members 
Mstep: Class 15 contains 30286 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169576 members 
Mstep: Class 20 contains 48941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832920.000000 Penalty: 25233.794922
Iteration 241Q: 13 clusters Score -2.083292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14580 members 
Mstep: Class 5 contains 9093 members 
Mstep: Class 7 contains 2962 members 
Mstep: Class 9 contains 3724 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 43461 members 
Mstep: Class 14 contains 57818 members 
Mstep: Class 15 contains 30288 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169544 members 
Mstep: Class 20 contains 48942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832904.000000 Penalty: 25233.794922
Iteration 242Q: 13 clusters Score -2.08329e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14582 members 
Mstep: Class 5 contains 9092 members 
Mstep: Class 7 contains 2961 members 
Mstep: Class 9 contains 3722 members 
Mstep: Class 11 contains 29779 members 
Mstep: Class 13 contains 43488 members 
Mstep: Class 14 contains 57815 members 
Mstep: Class 15 contains 30289 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169511 members 
Mstep: Class 20 contains 48947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832946.000000 Penalty: 25233.794922
Iteration 243Q: 13 clusters Score -2.083295e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14584 members 
Mstep: Class 5 contains 9094 members 
Mstep: Class 7 contains 2959 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 43511 members 
Mstep: Class 14 contains 57813 members 
Mstep: Class 15 contains 30289 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169480 members 
Mstep: Class 20 contains 48952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832940.000000 Penalty: 25233.794922
Iteration 244Q: 13 clusters Score -2.083294e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14585 members 
Mstep: Class 5 contains 9094 members 
Mstep: Class 7 contains 2956 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 11 contains 29780 members 
Mstep: Class 13 contains 43532 members 
Mstep: Class 14 contains 57814 members 
Mstep: Class 15 contains 30293 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 169447 members 
Mstep: Class 20 contains 48957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832920.000000 Penalty: 25233.794922
Iteration 245Q: 13 clusters Score -2.083292e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14586 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 7 contains 2950 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 11 contains 29779 members 
Mstep: Class 13 contains 43559 members 
Mstep: Class 14 contains 57813 members 
Mstep: Class 15 contains 30294 members 
Mstep: Class 16 contains 4259 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169420 members 
Mstep: Class 20 contains 48961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832952.000000 Penalty: 25233.794922
Iteration 246Q: 13 clusters Score -2.083295e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14588 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 43583 members 
Mstep: Class 14 contains 57814 members 
Mstep: Class 15 contains 30298 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169390 members 
Mstep: Class 20 contains 48964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832954.000000 Penalty: 25233.794922
Iteration 247Q: 13 clusters Score -2.083295e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14590 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 7 contains 2942 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 11 contains 29778 members 
Mstep: Class 13 contains 43616 members 
Mstep: Class 14 contains 57816 members 
Mstep: Class 15 contains 30304 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169348 members 
Mstep: Class 20 contains 48965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832970.000000 Penalty: 25233.794922
Iteration 248Q: 13 clusters Score -2.083297e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14593 members 
Mstep: Class 5 contains 9106 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 11 contains 29780 members 
Mstep: Class 13 contains 43639 members 
Mstep: Class 14 contains 57816 members 
Mstep: Class 15 contains 30304 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169316 members 
Mstep: Class 20 contains 48964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832968.000000 Penalty: 25233.794922
Iteration 249Q: 13 clusters Score -2.083297e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14594 members 
Mstep: Class 5 contains 9111 members 
Mstep: Class 7 contains 2938 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 11 contains 29782 members 
Mstep: Class 13 contains 43663 members 
Mstep: Class 14 contains 57814 members 
Mstep: Class 15 contains 30309 members 
Mstep: Class 16 contains 4253 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 19 contains 169288 members 
Mstep: Class 20 contains 48961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832966.000000 Penalty: 25233.794922
Iteration 250Q: 13 clusters Score -2.083297e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14596 members 
Mstep: Class 5 contains 9112 members 
Mstep: Class 7 contains 2940 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 11 contains 29781 members 
Mstep: Class 13 contains 43683 members 
Mstep: Class 14 contains 57814 members 
Mstep: Class 15 contains 30314 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 169265 members 
Mstep: Class 20 contains 48958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832966.000000 Penalty: 25233.794922
Iteration 251Q: 13 clusters Score -2.083297e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14598 members 
Mstep: Class 5 contains 9114 members 
Mstep: Class 7 contains 2942 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 11 contains 29778 members 
Mstep: Class 13 contains 43703 members 
Mstep: Class 14 contains 57812 members 
Mstep: Class 15 contains 30317 members 
Mstep: Class 16 contains 4248 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 169244 members 
Mstep: Class 20 contains 48958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832970.000000 Penalty: 25233.794922
Iteration 252Q: 13 clusters Score -2.083297e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14599 members 
Mstep: Class 5 contains 9115 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 43725 members 
Mstep: Class 14 contains 57811 members 
Mstep: Class 15 contains 30317 members 
Mstep: Class 16 contains 4244 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 169227 members 
Mstep: Class 20 contains 48960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832980.000000 Penalty: 25233.794922
Iteration 253Q: 13 clusters Score -2.083298e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14600 members 
Mstep: Class 5 contains 9115 members 
Mstep: Class 7 contains 2943 members 
Mstep: Class 9 contains 3723 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 43750 members 
Mstep: Class 14 contains 57809 members 
Mstep: Class 15 contains 30317 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 169208 members 
Mstep: Class 20 contains 48962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832984.000000 Penalty: 25233.794922
Iteration 254Q: 13 clusters Score -2.083298e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14602 members 
Mstep: Class 5 contains 9115 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 9 contains 3723 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 43775 members 
Mstep: Class 14 contains 57810 members 
Mstep: Class 15 contains 30315 members 
Mstep: Class 16 contains 4234 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 169187 members 
Mstep: Class 20 contains 48965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832984.000000 Penalty: 25233.794922
Iteration 255Q: 13 clusters Score -2.083298e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14604 members 
Mstep: Class 5 contains 9115 members 
Mstep: Class 7 contains 2938 members 
Mstep: Class 9 contains 3722 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 43801 members 
Mstep: Class 14 contains 57808 members 
Mstep: Class 15 contains 30315 members 
Mstep: Class 16 contains 4235 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 169161 members 
Mstep: Class 20 contains 48967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832960.000000 Penalty: 25233.794922
Iteration 256Q: 13 clusters Score -2.083296e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14608 members 
Mstep: Class 5 contains 9114 members 
Mstep: Class 7 contains 2933 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 43835 members 
Mstep: Class 14 contains 57808 members 
Mstep: Class 15 contains 30315 members 
Mstep: Class 16 contains 4232 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 169134 members 
Mstep: Class 20 contains 48968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832972.000000 Penalty: 25233.794922
Iteration 257Q: 13 clusters Score -2.083297e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 5 contains 9112 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 57807 members 
Mstep: Class 15 contains 30315 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 169100 members 
Mstep: Class 20 contains 48972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832958.000000 Penalty: 25233.794922
Iteration 258Q: 13 clusters Score -2.083296e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 5 contains 9110 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 9 contains 3724 members 
Mstep: Class 11 contains 29778 members 
Mstep: Class 13 contains 43904 members 
Mstep: Class 14 contains 57807 members 
Mstep: Class 15 contains 30314 members 
Mstep: Class 16 contains 4226 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 169068 members 
Mstep: Class 20 contains 48973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832992.000000 Penalty: 25233.794922
Iteration 259Q: 13 clusters Score -2.083299e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14613 members 
Mstep: Class 5 contains 9110 members 
Mstep: Class 7 contains 2920 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 43940 members 
Mstep: Class 14 contains 57806 members 
Mstep: Class 15 contains 30314 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 169036 members 
Mstep: Class 20 contains 48974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833010.000000 Penalty: 25233.794922
Iteration 260F: 13 clusters Score -2.083301e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 5 contains 9109 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 43974 members 
Mstep: Class 14 contains 57805 members 
Mstep: Class 15 contains 30307 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 169005 members 
Mstep: Class 20 contains 48978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833018.000000 Penalty: 25233.794922
Iteration 261Q: 13 clusters Score -2.083302e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14615 members 
Mstep: Class 5 contains 9111 members 
Mstep: Class 7 contains 2916 members 
Mstep: Class 9 contains 3724 members 
Mstep: Class 11 contains 29778 members 
Mstep: Class 13 contains 44011 members 
Mstep: Class 14 contains 57809 members 
Mstep: Class 15 contains 30298 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168978 members 
Mstep: Class 20 contains 48982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833018.000000 Penalty: 25233.794922
Iteration 262Q: 13 clusters Score -2.083302e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14613 members 
Mstep: Class 5 contains 9112 members 
Mstep: Class 7 contains 2914 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 11 contains 29778 members 
Mstep: Class 13 contains 44046 members 
Mstep: Class 14 contains 57810 members 
Mstep: Class 15 contains 30296 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168952 members 
Mstep: Class 20 contains 48985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833010.000000 Penalty: 25233.794922
Iteration 263Q: 13 clusters Score -2.083301e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 5 contains 9116 members 
Mstep: Class 7 contains 2915 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 11 contains 29778 members 
Mstep: Class 13 contains 44066 members 
Mstep: Class 14 contains 57808 members 
Mstep: Class 15 contains 30297 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168930 members 
Mstep: Class 20 contains 48987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833026.000000 Penalty: 25233.794922
Iteration 264Q: 13 clusters Score -2.083303e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 5 contains 9119 members 
Mstep: Class 7 contains 2914 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 11 contains 29778 members 
Mstep: Class 13 contains 44092 members 
Mstep: Class 14 contains 57810 members 
Mstep: Class 15 contains 30295 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168903 members 
Mstep: Class 20 contains 48990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833050.000000 Penalty: 25233.794922
Iteration 265Q: 13 clusters Score -2.083305e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14612 members 
Mstep: Class 5 contains 9121 members 
Mstep: Class 7 contains 2913 members 
Mstep: Class 9 contains 3720 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44115 members 
Mstep: Class 14 contains 57810 members 
Mstep: Class 15 contains 30294 members 
Mstep: Class 16 contains 4210 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168874 members 
Mstep: Class 20 contains 48995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833072.000000 Penalty: 25233.794922
Iteration 266Q: 13 clusters Score -2.083307e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14612 members 
Mstep: Class 5 contains 9121 members 
Mstep: Class 7 contains 2913 members 
Mstep: Class 9 contains 3722 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44142 members 
Mstep: Class 14 contains 57810 members 
Mstep: Class 15 contains 30290 members 
Mstep: Class 16 contains 4208 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168851 members 
Mstep: Class 20 contains 48996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833090.000000 Penalty: 25233.794922
Iteration 267Q: 13 clusters Score -2.083309e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 5 contains 9122 members 
Mstep: Class 7 contains 2913 members 
Mstep: Class 9 contains 3720 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 57808 members 
Mstep: Class 15 contains 30291 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168825 members 
Mstep: Class 20 contains 48998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833108.000000 Penalty: 25233.794922
Iteration 268Q: 13 clusters Score -2.083311e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14615 members 
Mstep: Class 5 contains 9122 members 
Mstep: Class 7 contains 2913 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 11 contains 29774 members 
Mstep: Class 13 contains 44192 members 
Mstep: Class 14 contains 57811 members 
Mstep: Class 15 contains 30291 members 
Mstep: Class 16 contains 4206 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168800 members 
Mstep: Class 20 contains 48999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833076.000000 Penalty: 25233.794922
Iteration 269Q: 13 clusters Score -2.083308e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 5 contains 9122 members 
Mstep: Class 7 contains 2912 members 
Mstep: Class 9 contains 3720 members 
Mstep: Class 11 contains 29772 members 
Mstep: Class 13 contains 44214 members 
Mstep: Class 14 contains 57816 members 
Mstep: Class 15 contains 30288 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168775 members 
Mstep: Class 20 contains 49001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833080.000000 Penalty: 25233.794922
Iteration 270Q: 13 clusters Score -2.083308e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 5 contains 9121 members 
Mstep: Class 7 contains 2912 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 11 contains 29769 members 
Mstep: Class 13 contains 44233 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 15 contains 30286 members 
Mstep: Class 16 contains 4208 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168747 members 
Mstep: Class 20 contains 49004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833090.000000 Penalty: 25233.794922
Iteration 271Q: 13 clusters Score -2.083309e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 5 contains 9122 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 11 contains 29767 members 
Mstep: Class 13 contains 44250 members 
Mstep: Class 14 contains 57826 members 
Mstep: Class 15 contains 30287 members 
Mstep: Class 16 contains 4208 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168717 members 
Mstep: Class 20 contains 49009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833098.000000 Penalty: 25233.794922
Iteration 272Q: 13 clusters Score -2.08331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14615 members 
Mstep: Class 5 contains 9122 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 9 contains 3735 members 
Mstep: Class 11 contains 29767 members 
Mstep: Class 13 contains 44266 members 
Mstep: Class 14 contains 57825 members 
Mstep: Class 15 contains 30289 members 
Mstep: Class 16 contains 4208 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168694 members 
Mstep: Class 20 contains 49011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833074.000000 Penalty: 25233.794922
Iteration 273Q: 13 clusters Score -2.083307e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14616 members 
Mstep: Class 5 contains 9123 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 9 contains 3740 members 
Mstep: Class 11 contains 29769 members 
Mstep: Class 13 contains 44290 members 
Mstep: Class 14 contains 57825 members 
Mstep: Class 15 contains 30289 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168664 members 
Mstep: Class 20 contains 49010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833070.000000 Penalty: 25233.794922
Iteration 274Q: 13 clusters Score -2.083307e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 5 contains 9122 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 9 contains 3741 members 
Mstep: Class 11 contains 29770 members 
Mstep: Class 13 contains 44315 members 
Mstep: Class 14 contains 57826 members 
Mstep: Class 15 contains 30289 members 
Mstep: Class 16 contains 4206 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168635 members 
Mstep: Class 20 contains 49011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833044.000000 Penalty: 25233.794922
Iteration 275Q: 13 clusters Score -2.083304e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 5 contains 9124 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 9 contains 3740 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44336 members 
Mstep: Class 14 contains 57826 members 
Mstep: Class 15 contains 30291 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168609 members 
Mstep: Class 20 contains 49012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833030.000000 Penalty: 25233.794922
Iteration 276Q: 13 clusters Score -2.083303e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14619 members 
Mstep: Class 5 contains 9129 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 9 contains 3739 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44354 members 
Mstep: Class 14 contains 57825 members 
Mstep: Class 15 contains 30291 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168589 members 
Mstep: Class 20 contains 49012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833028.000000 Penalty: 25233.794922
Iteration 277Q: 13 clusters Score -2.083303e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14622 members 
Mstep: Class 5 contains 9134 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 9 contains 3737 members 
Mstep: Class 11 contains 29772 members 
Mstep: Class 13 contains 44371 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 15 contains 30289 members 
Mstep: Class 16 contains 4204 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168574 members 
Mstep: Class 20 contains 49014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833016.000000 Penalty: 25233.794922
Iteration 278Q: 13 clusters Score -2.083302e+07 nChanged 46
Entering ConstructFrom: 
Score: -20833016.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (14624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Entering Unmasked Estep 
Score: -774704.750000 Penalty: 1558.443237
	Iteration 0F: 2 clusters Score -774704.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -764536.750000 Penalty: 3116.886475
	Iteration 0F: 3 clusters Score -764536.8 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -767999.812500 Penalty: 3116.886475
	Iteration 1F: 3 clusters Score -767999.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -768343.000000 Penalty: 3116.886475
	Iteration 2F: 3 clusters Score -768343 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -768729.062500 Penalty: 3116.886475
	Iteration 3F: 3 clusters Score -768729.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -769131.500000 Penalty: 3116.886475
	Iteration 4F: 3 clusters Score -769131.5 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -769596.625000 Penalty: 3116.886475
	Iteration 5F: 3 clusters Score -769596.6 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -770152.375000 Penalty: 3116.886475
	Iteration 6F: 3 clusters Score -770152.4 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -770804.937500 Penalty: 3116.886475
	Iteration 7F: 3 clusters Score -770804.9 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -771466.812500 Penalty: 3116.886475
	Iteration 8F: 3 clusters Score -771466.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -772049.562500 Penalty: 3116.886475
	Iteration 9F: 3 clusters Score -772049.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -772508.750000 Penalty: 3116.886475
	Iteration 10Q: 3 clusters Score -772508.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -772804.062500 Penalty: 3116.886475
	Iteration 11Q: 3 clusters Score -772804.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -772987.750000 Penalty: 3116.886475
	Iteration 12Q: 3 clusters Score -772987.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -773120.250000 Penalty: 3116.886475
	Iteration 13Q: 3 clusters Score -773120.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -773215.562500 Penalty: 3116.886475
	Iteration 14Q: 3 clusters Score -773215.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -773269.312500 Penalty: 3116.886475
	Iteration 15Q: 3 clusters Score -773269.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -773310.125000 Penalty: 3116.886475
	Iteration 16Q: 3 clusters Score -773310.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -773352.000000 Penalty: 3116.886475
	Iteration 17Q: 3 clusters Score -773352 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -773382.687500 Penalty: 3116.886475
	Iteration 18Q: 3 clusters Score -773382.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -773406.250000 Penalty: 3116.886475
	Iteration 19Q: 3 clusters Score -773406.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -773432.500000 Penalty: 3116.886475
	Iteration 20F: 3 clusters Score -773432.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -773451.500000 Penalty: 3116.886475
	Iteration 21Q: 3 clusters Score -773451.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -773476.062500 Penalty: 3116.886475
	Iteration 22Q: 3 clusters Score -773476.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -773501.937500 Penalty: 3116.886475
	Iteration 23Q: 3 clusters Score -773501.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -773525.187500 Penalty: 3116.886475
	Iteration 24Q: 3 clusters Score -773525.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -773544.812500 Penalty: 3116.886475
	Iteration 25Q: 3 clusters Score -773544.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -773561.000000 Penalty: 3116.886475
	Iteration 26Q: 3 clusters Score -773561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -773570.875000 Penalty: 3116.886475
	Iteration 27Q: 3 clusters Score -773570.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -773580.437500 Penalty: 3116.886475
	Iteration 28Q: 3 clusters Score -773580.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -773592.062500 Penalty: 3116.886475
	Iteration 29Q: 3 clusters Score -773592.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -773601.875000 Penalty: 3116.886475
	Iteration 30Q: 3 clusters Score -773601.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -773611.562500 Penalty: 3116.886475
	Iteration 31Q: 3 clusters Score -773611.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -773624.125000 Penalty: 3116.886475
	Iteration 32Q: 3 clusters Score -773624.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -773634.812500 Penalty: 3116.886475
	Iteration 33Q: 3 clusters Score -773634.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -773647.375000 Penalty: 3116.886475
	Iteration 34Q: 3 clusters Score -773647.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -773659.875000 Penalty: 3116.886475
	Iteration 35Q: 3 clusters Score -773659.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -773667.250000 Penalty: 3116.886475
	Iteration 36Q: 3 clusters Score -773667.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -773671.000000 Penalty: 3116.886475
	Iteration 37Q: 3 clusters Score -773671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -773678.500000 Penalty: 3116.886475
	Iteration 38Q: 3 clusters Score -773678.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -773682.875000 Penalty: 3116.886475
	Iteration 39Q: 3 clusters Score -773682.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -773683.562500 Penalty: 3116.886475
	Iteration 40F: 3 clusters Score -773683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -773687.687500 Penalty: 3116.886475
	Iteration 41Q: 3 clusters Score -773687.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -773691.500000 Penalty: 3116.886475
	Iteration 42Q: 3 clusters Score -773691.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -773693.500000 Penalty: 3116.886475
	Iteration 43Q: 3 clusters Score -773693.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -773699.437500 Penalty: 3116.886475
	Iteration 44Q: 3 clusters Score -773699.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -773702.062500 Penalty: 3116.886475
	Iteration 45Q: 3 clusters Score -773702.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -773707.437500 Penalty: 3116.886475
	Iteration 46Q: 3 clusters Score -773707.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -773709.687500 Penalty: 3116.886475
	Iteration 47Q: 3 clusters Score -773709.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -773712.187500 Penalty: 3116.886475
	Iteration 48Q: 3 clusters Score -773712.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -773714.750000 Penalty: 3116.886475
	Iteration 49Q: 3 clusters Score -773714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -773718.875000 Penalty: 3116.886475
	Iteration 50Q: 3 clusters Score -773718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -773720.250000 Penalty: 3116.886475
	Iteration 51Q: 3 clusters Score -773720.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -773724.000000 Penalty: 3116.886475
	Iteration 52Q: 3 clusters Score -773724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -773726.500000 Penalty: 3116.886475
	Iteration 53Q: 3 clusters Score -773726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -773726.437500 Penalty: 3116.886475
	Iteration 54Q: 3 clusters Score -773726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -773726.000000 Penalty: 3116.886475
	Iteration 55Q: 3 clusters Score -773726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -773726.125000 Penalty: 3116.886475
	Iteration 56Q: 3 clusters Score -773726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -773726.750000 Penalty: 3116.886475
	Iteration 57Q: 3 clusters Score -773726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -773727.312500 Penalty: 3116.886475
	Iteration 58Q: 3 clusters Score -773727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -773727.312500 Penalty: 3116.886475
	Iteration 59F: 3 clusters Score -773727.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -442580.093750 Penalty: 1481.996460
	Iteration 0F: 2 clusters Score -442580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -436045.593750 Penalty: 2963.992920
	Iteration 0F: 3 clusters Score -436045.6 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -438345.093750 Penalty: 2963.992920
	Iteration 1F: 3 clusters Score -438345.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -439110.937500 Penalty: 2963.992920
	Iteration 2F: 3 clusters Score -439110.9 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -439980.812500 Penalty: 2963.992920
	Iteration 3F: 3 clusters Score -439980.8 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -440922.562500 Penalty: 2963.992920
	Iteration 4F: 3 clusters Score -440922.6 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -441775.687500 Penalty: 2963.992920
	Iteration 5F: 3 clusters Score -441775.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -442289.843750 Penalty: 2963.992920
	Iteration 6F: 3 clusters Score -442289.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -442498.250000 Penalty: 2963.992920
	Iteration 7Q: 3 clusters Score -442498.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -442570.156250 Penalty: 2963.992920
	Iteration 8Q: 3 clusters Score -442570.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -442595.062500 Penalty: 2963.992920
	Iteration 9Q: 3 clusters Score -442595.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -442603.343750 Penalty: 2963.992920
	Iteration 10Q: 3 clusters Score -442603.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -442609.718750 Penalty: 2963.992920
	Iteration 11Q: 3 clusters Score -442609.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -442615.750000 Penalty: 2963.992920
	Iteration 12Q: 3 clusters Score -442615.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -442619.250000 Penalty: 2963.992920
	Iteration 13Q: 3 clusters Score -442619.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -442621.281250 Penalty: 2963.992920
	Iteration 14Q: 3 clusters Score -442621.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -442623.093750 Penalty: 2963.992920
	Iteration 15Q: 3 clusters Score -442623.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -442625.812500 Penalty: 2963.992920
	Iteration 16Q: 3 clusters Score -442625.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -442625.906250 Penalty: 2963.992920
	Iteration 17Q: 3 clusters Score -442625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -442625.812500 Penalty: 2963.992920
	Iteration 18Q: 3 clusters Score -442625.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -442625.218750 Penalty: 2963.992920
	Iteration 19Q: 3 clusters Score -442625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -442626.281250 Penalty: 2963.992920
	Iteration 20F: 3 clusters Score -442626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -442627.343750 Penalty: 2963.992920
	Iteration 21Q: 3 clusters Score -442627.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -442626.406250 Penalty: 2963.992920
	Iteration 22Q: 3 clusters Score -442626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -442627.156250 Penalty: 2963.992920
	Iteration 23Q: 3 clusters Score -442627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -442628.375000 Penalty: 2963.992920
	Iteration 24Q: 3 clusters Score -442628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -442627.687500 Penalty: 2963.992920
	Iteration 25Q: 3 clusters Score -442627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -442629.468750 Penalty: 2963.992920
	Iteration 26Q: 3 clusters Score -442629.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -442630.343750 Penalty: 2963.992920
	Iteration 27Q: 3 clusters Score -442630.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -442631.187500 Penalty: 2963.992920
	Iteration 28Q: 3 clusters Score -442631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -442631.531250 Penalty: 2963.992920
	Iteration 29Q: 3 clusters Score -442631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -442632.718750 Penalty: 2963.992920
	Iteration 30Q: 3 clusters Score -442632.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -442633.281250 Penalty: 2963.992920
	Iteration 31Q: 3 clusters Score -442633.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -442635.750000 Penalty: 2963.992920
	Iteration 32Q: 3 clusters Score -442635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -442635.656250 Penalty: 2963.992920
	Iteration 33Q: 3 clusters Score -442635.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -442636.062500 Penalty: 2963.992920
	Iteration 34Q: 3 clusters Score -442636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -442637.000000 Penalty: 2963.992920
	Iteration 35Q: 3 clusters Score -442637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -442638.375000 Penalty: 2963.992920
	Iteration 36Q: 3 clusters Score -442638.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -442638.687500 Penalty: 2963.992920
	Iteration 37Q: 3 clusters Score -442638.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -442641.437500 Penalty: 2963.992920
	Iteration 38Q: 3 clusters Score -442641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -442640.500000 Penalty: 2963.992920
	Iteration 39Q: 3 clusters Score -442640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -442641.375000 Penalty: 2963.992920
	Iteration 40F: 3 clusters Score -442641.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -442641.031250 Penalty: 2963.992920
	Iteration 41Q: 3 clusters Score -442641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -442642.718750 Penalty: 2963.992920
	Iteration 42Q: 3 clusters Score -442642.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -442643.281250 Penalty: 2963.992920
	Iteration 43Q: 3 clusters Score -442643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -442643.593750 Penalty: 2963.992920
	Iteration 44Q: 3 clusters Score -442643.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -442645.187500 Penalty: 2963.992920
	Iteration 45Q: 3 clusters Score -442645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -442645.093750 Penalty: 2963.992920
	Iteration 46Q: 3 clusters Score -442645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -442645.343750 Penalty: 2963.992920
	Iteration 47Q: 3 clusters Score -442645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -442646.500000 Penalty: 2963.992920
	Iteration 48Q: 3 clusters Score -442646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -442646.718750 Penalty: 2963.992920
	Iteration 49Q: 3 clusters Score -442646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -442647.031250 Penalty: 2963.992920
	Iteration 50Q: 3 clusters Score -442647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -442647.312500 Penalty: 2963.992920
	Iteration 51Q: 3 clusters Score -442647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -442646.312500 Penalty: 2963.992920
	Iteration 52Q: 3 clusters Score -442646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -442647.937500 Penalty: 2963.992920
	Iteration 53Q: 3 clusters Score -442647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -442647.250000 Penalty: 2963.992920
	Iteration 54Q: 3 clusters Score -442647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -442647.000000 Penalty: 2963.992920
	Iteration 55Q: 3 clusters Score -442647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -442647.843750 Penalty: 2963.992920
	Iteration 56Q: 3 clusters Score -442647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -442649.031250 Penalty: 2963.992920
	Iteration 57Q: 3 clusters Score -442649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -442648.062500 Penalty: 2963.992920
	Iteration 58Q: 3 clusters Score -442648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -442648.062500 Penalty: 2963.992920
	Iteration 59Q: 3 clusters Score -442648.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -442648.062500 Penalty: 2963.992920
	Iteration 60F: 3 clusters Score -442648.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 3 contains 14624 members 
Mstep: Class 5 contains 6340 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 11 contains 29772 members 
Mstep: Class 13 contains 44392 members 
Mstep: Class 14 contains 57819 members 
Mstep: Class 15 contains 30289 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168553 members 
Mstep: Class 20 contains 49017 members 
Entering Unmasked Estep 
Score: -20832470.000000 Penalty: 27336.611328
Splitting cluster 5 changes total score from -20833016.000000 to -20832470.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Entering Unmasked Estep 
Score: -157260.171875 Penalty: 1295.693726
	Iteration 0F: 2 clusters Score -157260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -154619.031250 Penalty: 2591.387451
	Iteration 0F: 3 clusters Score -154619 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -155233.062500 Penalty: 2591.387451
	Iteration 1F: 3 clusters Score -155233.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -155343.546875 Penalty: 2591.387451
	Iteration 2F: 3 clusters Score -155343.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -155421.593750 Penalty: 2591.387451
	Iteration 3Q: 3 clusters Score -155421.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -155481.234375 Penalty: 2591.387451
	Iteration 4Q: 3 clusters Score -155481.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -155538.890625 Penalty: 2591.387451
	Iteration 5Q: 3 clusters Score -155538.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -155599.031250 Penalty: 2591.387451
	Iteration 6Q: 3 clusters Score -155599 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -155644.093750 Penalty: 2591.387451
	Iteration 7Q: 3 clusters Score -155644.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -155682.843750 Penalty: 2591.387451
	Iteration 8Q: 3 clusters Score -155682.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -155714.593750 Penalty: 2591.387451
	Iteration 9Q: 3 clusters Score -155714.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -155747.015625 Penalty: 2591.387451
	Iteration 10Q: 3 clusters Score -155747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -155770.359375 Penalty: 2591.387451
	Iteration 11Q: 3 clusters Score -155770.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -155793.859375 Penalty: 2591.387451
	Iteration 12Q: 3 clusters Score -155793.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -155816.328125 Penalty: 2591.387451
	Iteration 13Q: 3 clusters Score -155816.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -155837.546875 Penalty: 2591.387451
	Iteration 14Q: 3 clusters Score -155837.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -155870.109375 Penalty: 2591.387451
	Iteration 15Q: 3 clusters Score -155870.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -155901.140625 Penalty: 2591.387451
	Iteration 16Q: 3 clusters Score -155901.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -155926.000000 Penalty: 2591.387451
	Iteration 17Q: 3 clusters Score -155926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -155952.265625 Penalty: 2591.387451
	Iteration 18Q: 3 clusters Score -155952.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -155975.625000 Penalty: 2591.387451
	Iteration 19Q: 3 clusters Score -155975.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -155997.343750 Penalty: 2591.387451
	Iteration 20F: 3 clusters Score -155997.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -156017.718750 Penalty: 2591.387451
	Iteration 21Q: 3 clusters Score -156017.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -156038.562500 Penalty: 2591.387451
	Iteration 22Q: 3 clusters Score -156038.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -156060.796875 Penalty: 2591.387451
	Iteration 23Q: 3 clusters Score -156060.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -156075.890625 Penalty: 2591.387451
	Iteration 24Q: 3 clusters Score -156075.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -156087.968750 Penalty: 2591.387451
	Iteration 25Q: 3 clusters Score -156088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -156097.359375 Penalty: 2591.387451
	Iteration 26Q: 3 clusters Score -156097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -156104.234375 Penalty: 2591.387451
	Iteration 27Q: 3 clusters Score -156104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -156105.078125 Penalty: 2591.387451
	Iteration 28Q: 3 clusters Score -156105.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -156110.390625 Penalty: 2591.387451
	Iteration 29Q: 3 clusters Score -156110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -156114.296875 Penalty: 2591.387451
	Iteration 30Q: 3 clusters Score -156114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -156115.406250 Penalty: 2591.387451
	Iteration 31Q: 3 clusters Score -156115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -156115.406250 Penalty: 2591.387451
	Iteration 32F: 3 clusters Score -156115.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -198663.046875 Penalty: 1336.687744
	Iteration 0F: 2 clusters Score -198663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -195481.281250 Penalty: 2673.375488
	Iteration 0F: 3 clusters Score -195481.3 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -196265.093750 Penalty: 2673.375488
	Iteration 1F: 3 clusters Score -196265.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -196382.875000 Penalty: 2673.375488
	Iteration 2F: 3 clusters Score -196382.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -196445.140625 Penalty: 2673.375488
	Iteration 3Q: 3 clusters Score -196445.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -196493.765625 Penalty: 2673.375488
	Iteration 4Q: 3 clusters Score -196493.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -196534.281250 Penalty: 2673.375488
	Iteration 5Q: 3 clusters Score -196534.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -196578.140625 Penalty: 2673.375488
	Iteration 6Q: 3 clusters Score -196578.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -196618.609375 Penalty: 2673.375488
	Iteration 7Q: 3 clusters Score -196618.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -196652.453125 Penalty: 2673.375488
	Iteration 8Q: 3 clusters Score -196652.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -196682.109375 Penalty: 2673.375488
	Iteration 9Q: 3 clusters Score -196682.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -196703.328125 Penalty: 2673.375488
	Iteration 10Q: 3 clusters Score -196703.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -196719.218750 Penalty: 2673.375488
	Iteration 11Q: 3 clusters Score -196719.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -196731.703125 Penalty: 2673.375488
	Iteration 12Q: 3 clusters Score -196731.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -196738.812500 Penalty: 2673.375488
	Iteration 13Q: 3 clusters Score -196738.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -196744.828125 Penalty: 2673.375488
	Iteration 14Q: 3 clusters Score -196744.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -196748.640625 Penalty: 2673.375488
	Iteration 15Q: 3 clusters Score -196748.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -196752.578125 Penalty: 2673.375488
	Iteration 16Q: 3 clusters Score -196752.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -196756.812500 Penalty: 2673.375488
	Iteration 17Q: 3 clusters Score -196756.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -196759.812500 Penalty: 2673.375488
	Iteration 18Q: 3 clusters Score -196759.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -196761.515625 Penalty: 2673.375488
	Iteration 19Q: 3 clusters Score -196761.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -196764.468750 Penalty: 2673.375488
	Iteration 20F: 3 clusters Score -196764.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -196765.828125 Penalty: 2673.375488
	Iteration 21Q: 3 clusters Score -196765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -196768.484375 Penalty: 2673.375488
	Iteration 22Q: 3 clusters Score -196768.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -196772.562500 Penalty: 2673.375488
	Iteration 23Q: 3 clusters Score -196772.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -196778.437500 Penalty: 2673.375488
	Iteration 24Q: 3 clusters Score -196778.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -196784.359375 Penalty: 2673.375488
	Iteration 25Q: 3 clusters Score -196784.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -196790.109375 Penalty: 2673.375488
	Iteration 26Q: 3 clusters Score -196790.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -196794.031250 Penalty: 2673.375488
	Iteration 27Q: 3 clusters Score -196794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -196797.687500 Penalty: 2673.375488
	Iteration 28Q: 3 clusters Score -196797.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -196802.093750 Penalty: 2673.375488
	Iteration 29Q: 3 clusters Score -196802.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -196805.906250 Penalty: 2673.375488
	Iteration 30Q: 3 clusters Score -196805.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -196810.031250 Penalty: 2673.375488
	Iteration 31Q: 3 clusters Score -196810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -196814.046875 Penalty: 2673.375488
	Iteration 32Q: 3 clusters Score -196814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -196817.031250 Penalty: 2673.375488
	Iteration 33Q: 3 clusters Score -196817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -196822.562500 Penalty: 2673.375488
	Iteration 34Q: 3 clusters Score -196822.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -196827.078125 Penalty: 2673.375488
	Iteration 35Q: 3 clusters Score -196827.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -196831.484375 Penalty: 2673.375488
	Iteration 36Q: 3 clusters Score -196831.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -196835.765625 Penalty: 2673.375488
	Iteration 37Q: 3 clusters Score -196835.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -196840.046875 Penalty: 2673.375488
	Iteration 38Q: 3 clusters Score -196840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -196844.312500 Penalty: 2673.375488
	Iteration 39Q: 3 clusters Score -196844.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -196848.046875 Penalty: 2673.375488
	Iteration 40F: 3 clusters Score -196848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -196854.921875 Penalty: 2673.375488
	Iteration 41Q: 3 clusters Score -196854.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -196860.906250 Penalty: 2673.375488
	Iteration 42Q: 3 clusters Score -196860.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -196868.796875 Penalty: 2673.375488
	Iteration 43Q: 3 clusters Score -196868.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -196874.578125 Penalty: 2673.375488
	Iteration 44Q: 3 clusters Score -196874.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -196882.656250 Penalty: 2673.375488
	Iteration 45Q: 3 clusters Score -196882.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -196891.671875 Penalty: 2673.375488
	Iteration 46Q: 3 clusters Score -196891.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -196897.500000 Penalty: 2673.375488
	Iteration 47Q: 3 clusters Score -196897.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -196902.515625 Penalty: 2673.375488
	Iteration 48Q: 3 clusters Score -196902.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -196906.078125 Penalty: 2673.375488
	Iteration 49Q: 3 clusters Score -196906.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -196908.656250 Penalty: 2673.375488
	Iteration 50Q: 3 clusters Score -196908.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -196914.000000 Penalty: 2673.375488
	Iteration 51Q: 3 clusters Score -196914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -196917.796875 Penalty: 2673.375488
	Iteration 52Q: 3 clusters Score -196917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -196922.218750 Penalty: 2673.375488
	Iteration 53Q: 3 clusters Score -196922.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -196927.250000 Penalty: 2673.375488
	Iteration 54Q: 3 clusters Score -196927.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -196933.218750 Penalty: 2673.375488
	Iteration 55Q: 3 clusters Score -196933.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -196939.718750 Penalty: 2673.375488
	Iteration 56Q: 3 clusters Score -196939.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -196946.906250 Penalty: 2673.375488
	Iteration 57Q: 3 clusters Score -196946.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -196953.890625 Penalty: 2673.375488
	Iteration 58Q: 3 clusters Score -196953.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -196961.937500 Penalty: 2673.375488
	Iteration 59Q: 3 clusters Score -196961.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -196968.296875 Penalty: 2673.375488
	Iteration 60F: 3 clusters Score -196968.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -196975.015625 Penalty: 2673.375488
	Iteration 61Q: 3 clusters Score -196975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -196980.078125 Penalty: 2673.375488
	Iteration 62Q: 3 clusters Score -196980.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -196984.328125 Penalty: 2673.375488
	Iteration 63Q: 3 clusters Score -196984.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -196989.078125 Penalty: 2673.375488
	Iteration 64Q: 3 clusters Score -196989.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -196995.125000 Penalty: 2673.375488
	Iteration 65Q: 3 clusters Score -196995.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -197002.937500 Penalty: 2673.375488
	Iteration 66Q: 3 clusters Score -197002.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -197011.140625 Penalty: 2673.375488
	Iteration 67Q: 3 clusters Score -197011.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -197019.296875 Penalty: 2673.375488
	Iteration 68Q: 3 clusters Score -197019.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -197024.140625 Penalty: 2673.375488
	Iteration 69Q: 3 clusters Score -197024.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -197027.250000 Penalty: 2673.375488
	Iteration 70Q: 3 clusters Score -197027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -197029.781250 Penalty: 2673.375488
	Iteration 71Q: 3 clusters Score -197029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -197031.515625 Penalty: 2673.375488
	Iteration 72Q: 3 clusters Score -197031.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -197033.515625 Penalty: 2673.375488
	Iteration 73Q: 3 clusters Score -197033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -197036.062500 Penalty: 2673.375488
	Iteration 74Q: 3 clusters Score -197036.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -197037.453125 Penalty: 2673.375488
	Iteration 75Q: 3 clusters Score -197037.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -197040.375000 Penalty: 2673.375488
	Iteration 76Q: 3 clusters Score -197040.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -197043.671875 Penalty: 2673.375488
	Iteration 77Q: 3 clusters Score -197043.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -197045.656250 Penalty: 2673.375488
	Iteration 78Q: 3 clusters Score -197045.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -197048.703125 Penalty: 2673.375488
	Iteration 79Q: 3 clusters Score -197048.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -197051.562500 Penalty: 2673.375488
	Iteration 80F: 3 clusters Score -197051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -197054.109375 Penalty: 2673.375488
	Iteration 81Q: 3 clusters Score -197054.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -197058.437500 Penalty: 2673.375488
	Iteration 82Q: 3 clusters Score -197058.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -197063.953125 Penalty: 2673.375488
	Iteration 83Q: 3 clusters Score -197064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -197068.796875 Penalty: 2673.375488
	Iteration 84Q: 3 clusters Score -197068.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -197073.875000 Penalty: 2673.375488
	Iteration 85Q: 3 clusters Score -197073.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -197078.531250 Penalty: 2673.375488
	Iteration 86Q: 3 clusters Score -197078.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -197084.359375 Penalty: 2673.375488
	Iteration 87Q: 3 clusters Score -197084.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -197088.812500 Penalty: 2673.375488
	Iteration 88Q: 3 clusters Score -197088.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -197092.656250 Penalty: 2673.375488
	Iteration 89Q: 3 clusters Score -197092.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -197096.031250 Penalty: 2673.375488
	Iteration 90Q: 3 clusters Score -197096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -197098.953125 Penalty: 2673.375488
	Iteration 91Q: 3 clusters Score -197099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -197101.734375 Penalty: 2673.375488
	Iteration 92Q: 3 clusters Score -197101.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -197108.609375 Penalty: 2673.375488
	Iteration 93Q: 3 clusters Score -197108.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -197117.281250 Penalty: 2673.375488
	Iteration 94Q: 3 clusters Score -197117.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -197126.187500 Penalty: 2673.375488
	Iteration 95Q: 3 clusters Score -197126.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -197137.671875 Penalty: 2673.375488
	Iteration 96Q: 3 clusters Score -197137.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -197149.546875 Penalty: 2673.375488
	Iteration 97Q: 3 clusters Score -197149.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -197166.421875 Penalty: 2673.375488
	Iteration 98Q: 3 clusters Score -197166.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -197185.000000 Penalty: 2673.375488
	Iteration 99Q: 3 clusters Score -197185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -197202.796875 Penalty: 2673.375488
	Iteration 100F: 3 clusters Score -197202.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -197216.140625 Penalty: 2673.375488
	Iteration 101Q: 3 clusters Score -197216.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -197230.140625 Penalty: 2673.375488
	Iteration 102Q: 3 clusters Score -197230.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -197242.312500 Penalty: 2673.375488
	Iteration 103Q: 3 clusters Score -197242.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -197252.078125 Penalty: 2673.375488
	Iteration 104Q: 3 clusters Score -197252.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -197259.781250 Penalty: 2673.375488
	Iteration 105Q: 3 clusters Score -197259.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -197266.890625 Penalty: 2673.375488
	Iteration 106Q: 3 clusters Score -197266.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -197275.390625 Penalty: 2673.375488
	Iteration 107Q: 3 clusters Score -197275.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -197283.484375 Penalty: 2673.375488
	Iteration 108Q: 3 clusters Score -197283.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -197289.500000 Penalty: 2673.375488
	Iteration 109Q: 3 clusters Score -197289.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -197297.515625 Penalty: 2673.375488
	Iteration 110Q: 3 clusters Score -197297.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197304.281250 Penalty: 2673.375488
	Iteration 111Q: 3 clusters Score -197304.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -197308.890625 Penalty: 2673.375488
	Iteration 112Q: 3 clusters Score -197308.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -197313.484375 Penalty: 2673.375488
	Iteration 113Q: 3 clusters Score -197313.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -197321.031250 Penalty: 2673.375488
	Iteration 114Q: 3 clusters Score -197321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -197330.015625 Penalty: 2673.375488
	Iteration 115Q: 3 clusters Score -197330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -197337.437500 Penalty: 2673.375488
	Iteration 116Q: 3 clusters Score -197337.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -197345.390625 Penalty: 2673.375488
	Iteration 117Q: 3 clusters Score -197345.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -197352.593750 Penalty: 2673.375488
	Iteration 118Q: 3 clusters Score -197352.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -197356.031250 Penalty: 2673.375488
	Iteration 119Q: 3 clusters Score -197356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -197362.359375 Penalty: 2673.375488
	Iteration 120F: 3 clusters Score -197362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -197369.093750 Penalty: 2673.375488
	Iteration 121Q: 3 clusters Score -197369.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -197376.875000 Penalty: 2673.375488
	Iteration 122Q: 3 clusters Score -197376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -197382.921875 Penalty: 2673.375488
	Iteration 123Q: 3 clusters Score -197382.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -197389.812500 Penalty: 2673.375488
	Iteration 124Q: 3 clusters Score -197389.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -197393.546875 Penalty: 2673.375488
	Iteration 125Q: 3 clusters Score -197393.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -197398.046875 Penalty: 2673.375488
	Iteration 126Q: 3 clusters Score -197398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -197399.859375 Penalty: 2673.375488
	Iteration 127Q: 3 clusters Score -197399.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -197401.812500 Penalty: 2673.375488
	Iteration 128Q: 3 clusters Score -197401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -197403.328125 Penalty: 2673.375488
	Iteration 129Q: 3 clusters Score -197403.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -197403.937500 Penalty: 2673.375488
	Iteration 130Q: 3 clusters Score -197403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -197405.468750 Penalty: 2673.375488
	Iteration 131Q: 3 clusters Score -197405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -197406.484375 Penalty: 2673.375488
	Iteration 132Q: 3 clusters Score -197406.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -197406.968750 Penalty: 2673.375488
	Iteration 133Q: 3 clusters Score -197407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -197408.125000 Penalty: 2673.375488
	Iteration 134Q: 3 clusters Score -197408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -197409.171875 Penalty: 2673.375488
	Iteration 135Q: 3 clusters Score -197409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -197409.750000 Penalty: 2673.375488
	Iteration 136Q: 3 clusters Score -197409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -197409.750000 Penalty: 2673.375488
	Iteration 137F: 3 clusters Score -197409.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Entering Unmasked Estep 
Score: -1566286.500000 Penalty: 1673.965088
	Iteration 0F: 2 clusters Score -1566286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1546241.000000 Penalty: 3347.930176
	Iteration 0F: 3 clusters Score -1546241 nChanged 13685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1553805.750000 Penalty: 3347.930176
	Iteration 1F: 3 clusters Score -1553806 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1554207.125000 Penalty: 3347.930176
	Iteration 2Q: 3 clusters Score -1554207 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1554676.125000 Penalty: 3347.930176
	Iteration 3Q: 3 clusters Score -1554676 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1555260.250000 Penalty: 3347.930176
	Iteration 4Q: 3 clusters Score -1555260 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1556033.250000 Penalty: 3347.930176
	Iteration 5F: 3 clusters Score -1556033 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1557120.625000 Penalty: 3347.930176
	Iteration 6F: 3 clusters Score -1557121 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1558498.875000 Penalty: 3347.930176
	Iteration 7F: 3 clusters Score -1558499 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1559957.375000 Penalty: 3347.930176
	Iteration 8F: 3 clusters Score -1559957 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1561219.750000 Penalty: 3347.930176
	Iteration 9F: 3 clusters Score -1561220 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1562064.250000 Penalty: 3347.930176
	Iteration 10Q: 3 clusters Score -1562064 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1562652.500000 Penalty: 3347.930176
	Iteration 11Q: 3 clusters Score -1562652 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1563034.125000 Penalty: 3347.930176
	Iteration 12Q: 3 clusters Score -1563034 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1563341.000000 Penalty: 3347.930176
	Iteration 13Q: 3 clusters Score -1563341 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1563564.375000 Penalty: 3347.930176
	Iteration 14Q: 3 clusters Score -1563564 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1563787.750000 Penalty: 3347.930176
	Iteration 15Q: 3 clusters Score -1563788 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1563970.625000 Penalty: 3347.930176
	Iteration 16Q: 3 clusters Score -1563971 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1564126.125000 Penalty: 3347.930176
	Iteration 17Q: 3 clusters Score -1564126 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1564263.125000 Penalty: 3347.930176
	Iteration 18Q: 3 clusters Score -1564263 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1564356.250000 Penalty: 3347.930176
	Iteration 19Q: 3 clusters Score -1564356 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1564424.750000 Penalty: 3347.930176
	Iteration 20F: 3 clusters Score -1564425 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1564487.750000 Penalty: 3347.930176
	Iteration 21Q: 3 clusters Score -1564488 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1564548.250000 Penalty: 3347.930176
	Iteration 22Q: 3 clusters Score -1564548 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1564613.000000 Penalty: 3347.930176
	Iteration 23Q: 3 clusters Score -1564613 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1564673.750000 Penalty: 3347.930176
	Iteration 24Q: 3 clusters Score -1564674 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1564713.250000 Penalty: 3347.930176
	Iteration 25Q: 3 clusters Score -1564713 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1564738.125000 Penalty: 3347.930176
	Iteration 26Q: 3 clusters Score -1564738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1564758.375000 Penalty: 3347.930176
	Iteration 27Q: 3 clusters Score -1564758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1564779.625000 Penalty: 3347.930176
	Iteration 28Q: 3 clusters Score -1564780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1564795.625000 Penalty: 3347.930176
	Iteration 29Q: 3 clusters Score -1564796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1564803.250000 Penalty: 3347.930176
	Iteration 30Q: 3 clusters Score -1564803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1564814.500000 Penalty: 3347.930176
	Iteration 31Q: 3 clusters Score -1564814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1564824.125000 Penalty: 3347.930176
	Iteration 32Q: 3 clusters Score -1564824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1564828.500000 Penalty: 3347.930176
	Iteration 33Q: 3 clusters Score -1564828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1564834.125000 Penalty: 3347.930176
	Iteration 34Q: 3 clusters Score -1564834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1564837.875000 Penalty: 3347.930176
	Iteration 35Q: 3 clusters Score -1564838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1564840.625000 Penalty: 3347.930176
	Iteration 36Q: 3 clusters Score -1564841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1564844.250000 Penalty: 3347.930176
	Iteration 37Q: 3 clusters Score -1564844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1564848.500000 Penalty: 3347.930176
	Iteration 38Q: 3 clusters Score -1564848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1564853.000000 Penalty: 3347.930176
	Iteration 39Q: 3 clusters Score -1564853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1564856.000000 Penalty: 3347.930176
	Iteration 40F: 3 clusters Score -1564856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1564858.625000 Penalty: 3347.930176
	Iteration 41Q: 3 clusters Score -1564859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1564862.875000 Penalty: 3347.930176
	Iteration 42Q: 3 clusters Score -1564863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1564863.625000 Penalty: 3347.930176
	Iteration 43Q: 3 clusters Score -1564864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1564864.875000 Penalty: 3347.930176
	Iteration 44Q: 3 clusters Score -1564865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1564867.250000 Penalty: 3347.930176
	Iteration 45Q: 3 clusters Score -1564867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1564867.625000 Penalty: 3347.930176
	Iteration 46Q: 3 clusters Score -1564868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1564867.000000 Penalty: 3347.930176
	Iteration 47Q: 3 clusters Score -1564867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1564871.625000 Penalty: 3347.930176
	Iteration 48Q: 3 clusters Score -1564872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1564869.250000 Penalty: 3347.930176
	Iteration 49Q: 3 clusters Score -1564869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1564872.625000 Penalty: 3347.930176
	Iteration 50Q: 3 clusters Score -1564873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1564875.375000 Penalty: 3347.930176
	Iteration 51Q: 3 clusters Score -1564875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1564878.625000 Penalty: 3347.930176
	Iteration 52Q: 3 clusters Score -1564879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1564879.375000 Penalty: 3347.930176
	Iteration 53Q: 3 clusters Score -1564879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1564884.875000 Penalty: 3347.930176
	Iteration 54Q: 3 clusters Score -1564885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1564884.875000 Penalty: 3347.930176
	Iteration 55Q: 3 clusters Score -1564885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1564891.875000 Penalty: 3347.930176
	Iteration 56Q: 3 clusters Score -1564892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1564889.625000 Penalty: 3347.930176
	Iteration 57Q: 3 clusters Score -1564890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1564890.875000 Penalty: 3347.930176
	Iteration 58Q: 3 clusters Score -1564891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1564892.125000 Penalty: 3347.930176
	Iteration 59Q: 3 clusters Score -1564892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1564895.500000 Penalty: 3347.930176
	Iteration 60F: 3 clusters Score -1564896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1564897.000000 Penalty: 3347.930176
	Iteration 61Q: 3 clusters Score -1564897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1564898.625000 Penalty: 3347.930176
	Iteration 62Q: 3 clusters Score -1564899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1564899.750000 Penalty: 3347.930176
	Iteration 63Q: 3 clusters Score -1564900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1564901.000000 Penalty: 3347.930176
	Iteration 64Q: 3 clusters Score -1564901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1564906.625000 Penalty: 3347.930176
	Iteration 65Q: 3 clusters Score -1564907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1564910.125000 Penalty: 3347.930176
	Iteration 66Q: 3 clusters Score -1564910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1564914.250000 Penalty: 3347.930176
	Iteration 67Q: 3 clusters Score -1564914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1564915.625000 Penalty: 3347.930176
	Iteration 68Q: 3 clusters Score -1564916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1564917.000000 Penalty: 3347.930176
	Iteration 69Q: 3 clusters Score -1564917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1564915.125000 Penalty: 3347.930176
	Iteration 70Q: 3 clusters Score -1564915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1564915.750000 Penalty: 3347.930176
	Iteration 71Q: 3 clusters Score -1564916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1564919.875000 Penalty: 3347.930176
	Iteration 72Q: 3 clusters Score -1564920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1564920.375000 Penalty: 3347.930176
	Iteration 73Q: 3 clusters Score -1564920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1564921.250000 Penalty: 3347.930176
	Iteration 74Q: 3 clusters Score -1564921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1564922.125000 Penalty: 3347.930176
	Iteration 75Q: 3 clusters Score -1564922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1564924.875000 Penalty: 3347.930176
	Iteration 76Q: 3 clusters Score -1564925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1564927.000000 Penalty: 3347.930176
	Iteration 77Q: 3 clusters Score -1564927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1564923.375000 Penalty: 3347.930176
	Iteration 78Q: 3 clusters Score -1564923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1564923.375000 Penalty: 3347.930176
	Iteration 79F: 3 clusters Score -1564923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Entering Unmasked Estep 
Score: -2301349.000000 Penalty: 1738.882324
	Iteration 0F: 2 clusters Score -2301349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2271750.750000 Penalty: 3477.764648
	Iteration 0F: 3 clusters Score -2271751 nChanged 20726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2283466.500000 Penalty: 3477.764648
	Iteration 1F: 3 clusters Score -2283466 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2284185.250000 Penalty: 3477.764648
	Iteration 2Q: 3 clusters Score -2284185 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2285348.500000 Penalty: 3477.764648
	Iteration 3F: 3 clusters Score -2285348 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2287270.250000 Penalty: 3477.764648
	Iteration 4F: 3 clusters Score -2287270 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2290147.500000 Penalty: 3477.764648
	Iteration 5F: 3 clusters Score -2290148 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2293457.750000 Penalty: 3477.764648
	Iteration 6F: 3 clusters Score -2293458 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2296255.250000 Penalty: 3477.764648
	Iteration 7F: 3 clusters Score -2296255 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2298112.250000 Penalty: 3477.764648
	Iteration 8Q: 3 clusters Score -2298112 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2299253.000000 Penalty: 3477.764648
	Iteration 9Q: 3 clusters Score -2299253 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2299866.750000 Penalty: 3477.764648
	Iteration 10Q: 3 clusters Score -2299867 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2300170.250000 Penalty: 3477.764648
	Iteration 11Q: 3 clusters Score -2300170 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2300307.250000 Penalty: 3477.764648
	Iteration 12Q: 3 clusters Score -2300307 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2300376.250000 Penalty: 3477.764648
	Iteration 13Q: 3 clusters Score -2300376 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2300412.250000 Penalty: 3477.764648
	Iteration 14Q: 3 clusters Score -2300412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2300435.250000 Penalty: 3477.764648
	Iteration 15Q: 3 clusters Score -2300435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2300442.250000 Penalty: 3477.764648
	Iteration 16Q: 3 clusters Score -2300442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2300450.250000 Penalty: 3477.764648
	Iteration 17Q: 3 clusters Score -2300450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2300455.000000 Penalty: 3477.764648
	Iteration 18Q: 3 clusters Score -2300455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2300462.750000 Penalty: 3477.764648
	Iteration 19Q: 3 clusters Score -2300463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2300465.000000 Penalty: 3477.764648
	Iteration 20F: 3 clusters Score -2300465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2300472.750000 Penalty: 3477.764648
	Iteration 21Q: 3 clusters Score -2300473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2300483.750000 Penalty: 3477.764648
	Iteration 22Q: 3 clusters Score -2300484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2300489.750000 Penalty: 3477.764648
	Iteration 23Q: 3 clusters Score -2300490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2300490.250000 Penalty: 3477.764648
	Iteration 24Q: 3 clusters Score -2300490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2300488.000000 Penalty: 3477.764648
	Iteration 25Q: 3 clusters Score -2300488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2300490.250000 Penalty: 3477.764648
	Iteration 26Q: 3 clusters Score -2300490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2300490.750000 Penalty: 3477.764648
	Iteration 27Q: 3 clusters Score -2300491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2300490.250000 Penalty: 3477.764648
	Iteration 28Q: 3 clusters Score -2300490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2300487.750000 Penalty: 3477.764648
	Iteration 29Q: 3 clusters Score -2300488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2300486.250000 Penalty: 3477.764648
	Iteration 30Q: 3 clusters Score -2300486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2300485.500000 Penalty: 3477.764648
	Iteration 31Q: 3 clusters Score -2300486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2300485.500000 Penalty: 3477.764648
	Iteration 32Q: 3 clusters Score -2300486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2300486.000000 Penalty: 3477.764648
	Iteration 33Q: 3 clusters Score -2300486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2300486.000000 Penalty: 3477.764648
	Iteration 34F: 3 clusters Score -2300486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Entering Unmasked Estep 
Score: -3044527.000000 Penalty: 1781.824341
	Iteration 0F: 2 clusters Score -3044527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3005839.750000 Penalty: 3563.648682
	Iteration 0F: 3 clusters Score -3005840 nChanged 27264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3021020.750000 Penalty: 3563.648682
	Iteration 1F: 3 clusters Score -3021021 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3021453.500000 Penalty: 3563.648682
	Iteration 2Q: 3 clusters Score -3021454 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3021859.500000 Penalty: 3563.648682
	Iteration 3Q: 3 clusters Score -3021860 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3022284.750000 Penalty: 3563.648682
	Iteration 4Q: 3 clusters Score -3022285 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3022758.250000 Penalty: 3563.648682
	Iteration 5Q: 3 clusters Score -3022758 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3023421.000000 Penalty: 3563.648682
	Iteration 6Q: 3 clusters Score -3023421 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3024354.750000 Penalty: 3563.648682
	Iteration 7Q: 3 clusters Score -3024355 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3025781.000000 Penalty: 3563.648682
	Iteration 8Q: 3 clusters Score -3025781 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3027841.750000 Penalty: 3563.648682
	Iteration 9F: 3 clusters Score -3027842 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -3030406.000000 Penalty: 3563.648682
	Iteration 10F: 3 clusters Score -3030406 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -3032537.750000 Penalty: 3563.648682
	Iteration 11F: 3 clusters Score -3032538 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -3033588.000000 Penalty: 3563.648682
	Iteration 12Q: 3 clusters Score -3033588 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -3033955.250000 Penalty: 3563.648682
	Iteration 13Q: 3 clusters Score -3033955 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3034164.750000 Penalty: 3563.648682
	Iteration 14Q: 3 clusters Score -3034165 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -3034286.500000 Penalty: 3563.648682
	Iteration 15Q: 3 clusters Score -3034286 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -3034419.250000 Penalty: 3563.648682
	Iteration 16Q: 3 clusters Score -3034419 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3034582.250000 Penalty: 3563.648682
	Iteration 17Q: 3 clusters Score -3034582 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -3034740.500000 Penalty: 3563.648682
	Iteration 18Q: 3 clusters Score -3034740 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -3034894.000000 Penalty: 3563.648682
	Iteration 19Q: 3 clusters Score -3034894 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -3035073.750000 Penalty: 3563.648682
	Iteration 20F: 3 clusters Score -3035074 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -3035304.750000 Penalty: 3563.648682
	Iteration 21Q: 3 clusters Score -3035305 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -3035502.250000 Penalty: 3563.648682
	Iteration 22Q: 3 clusters Score -3035502 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -3035691.000000 Penalty: 3563.648682
	Iteration 23Q: 3 clusters Score -3035691 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -3035877.250000 Penalty: 3563.648682
	Iteration 24Q: 3 clusters Score -3035877 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -3036041.250000 Penalty: 3563.648682
	Iteration 25Q: 3 clusters Score -3036041 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -3036218.250000 Penalty: 3563.648682
	Iteration 26Q: 3 clusters Score -3036218 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -3036410.750000 Penalty: 3563.648682
	Iteration 27Q: 3 clusters Score -3036411 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -3036575.000000 Penalty: 3563.648682
	Iteration 28Q: 3 clusters Score -3036575 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -3036725.500000 Penalty: 3563.648682
	Iteration 29Q: 3 clusters Score -3036726 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -3036903.250000 Penalty: 3563.648682
	Iteration 30Q: 3 clusters Score -3036903 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -3037050.250000 Penalty: 3563.648682
	Iteration 31Q: 3 clusters Score -3037050 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -3037214.250000 Penalty: 3563.648682
	Iteration 32Q: 3 clusters Score -3037214 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -3037331.000000 Penalty: 3563.648682
	Iteration 33Q: 3 clusters Score -3037331 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -3037468.500000 Penalty: 3563.648682
	Iteration 34Q: 3 clusters Score -3037468 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -3037611.750000 Penalty: 3563.648682
	Iteration 35Q: 3 clusters Score -3037612 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -3037749.250000 Penalty: 3563.648682
	Iteration 36Q: 3 clusters Score -3037749 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -3037914.500000 Penalty: 3563.648682
	Iteration 37Q: 3 clusters Score -3037914 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -3038094.500000 Penalty: 3563.648682
	Iteration 38Q: 3 clusters Score -3038094 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -3038276.500000 Penalty: 3563.648682
	Iteration 39Q: 3 clusters Score -3038276 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -3038484.750000 Penalty: 3563.648682
	Iteration 40F: 3 clusters Score -3038485 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -3038748.000000 Penalty: 3563.648682
	Iteration 41Q: 3 clusters Score -3038748 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -3038996.250000 Penalty: 3563.648682
	Iteration 42Q: 3 clusters Score -3038996 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -3039261.500000 Penalty: 3563.648682
	Iteration 43Q: 3 clusters Score -3039262 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -3039560.500000 Penalty: 3563.648682
	Iteration 44Q: 3 clusters Score -3039560 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -3039896.000000 Penalty: 3563.648682
	Iteration 45Q: 3 clusters Score -3039896 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -3040282.750000 Penalty: 3563.648682
	Iteration 46Q: 3 clusters Score -3040283 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -3040655.000000 Penalty: 3563.648682
	Iteration 47Q: 3 clusters Score -3040655 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -3041057.250000 Penalty: 3563.648682
	Iteration 48Q: 3 clusters Score -3041057 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -3041432.000000 Penalty: 3563.648682
	Iteration 49Q: 3 clusters Score -3041432 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -3041804.000000 Penalty: 3563.648682
	Iteration 50Q: 3 clusters Score -3041804 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -3042172.250000 Penalty: 3563.648682
	Iteration 51Q: 3 clusters Score -3042172 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -3042466.250000 Penalty: 3563.648682
	Iteration 52Q: 3 clusters Score -3042466 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -3042709.750000 Penalty: 3563.648682
	Iteration 53Q: 3 clusters Score -3042710 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -3042901.750000 Penalty: 3563.648682
	Iteration 54Q: 3 clusters Score -3042902 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -3043012.750000 Penalty: 3563.648682
	Iteration 55Q: 3 clusters Score -3043013 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -3043083.500000 Penalty: 3563.648682
	Iteration 56Q: 3 clusters Score -3043084 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -3043131.000000 Penalty: 3563.648682
	Iteration 57Q: 3 clusters Score -3043131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -3043160.750000 Penalty: 3563.648682
	Iteration 58Q: 3 clusters Score -3043161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -3043182.250000 Penalty: 3563.648682
	Iteration 59Q: 3 clusters Score -3043182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -3043214.500000 Penalty: 3563.648682
	Iteration 60F: 3 clusters Score -3043214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -3043242.000000 Penalty: 3563.648682
	Iteration 61Q: 3 clusters Score -3043242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -3043255.000000 Penalty: 3563.648682
	Iteration 62Q: 3 clusters Score -3043255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -3043261.250000 Penalty: 3563.648682
	Iteration 63Q: 3 clusters Score -3043261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -3043263.750000 Penalty: 3563.648682
	Iteration 64Q: 3 clusters Score -3043264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -3043263.250000 Penalty: 3563.648682
	Iteration 65Q: 3 clusters Score -3043263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -3043263.500000 Penalty: 3563.648682
	Iteration 66Q: 3 clusters Score -3043264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -3043263.500000 Penalty: 3563.648682
	Iteration 67F: 3 clusters Score -3043264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Entering Unmasked Estep 
Score: -1592241.000000 Penalty: 1676.762695
	Iteration 0F: 2 clusters Score -1592241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1571916.625000 Penalty: 3353.525391
	Iteration 0F: 3 clusters Score -1571917 nChanged 13902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1579501.250000 Penalty: 3353.525391
	Iteration 1F: 3 clusters Score -1579501 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1579941.875000 Penalty: 3353.525391
	Iteration 2Q: 3 clusters Score -1579942 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -1580529.875000 Penalty: 3353.525391
	Iteration 3Q: 3 clusters Score -1580530 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1581354.000000 Penalty: 3353.525391
	Iteration 4F: 3 clusters Score -1581354 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -1582604.875000 Penalty: 3353.525391
	Iteration 5F: 3 clusters Score -1582605 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -1584316.250000 Penalty: 3353.525391
	Iteration 6F: 3 clusters Score -1584316 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -1586314.500000 Penalty: 3353.525391
	Iteration 7F: 3 clusters Score -1586314 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -1588122.750000 Penalty: 3353.525391
	Iteration 8F: 3 clusters Score -1588123 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -1589356.000000 Penalty: 3353.525391
	Iteration 9Q: 3 clusters Score -1589356 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -1590040.000000 Penalty: 3353.525391
	Iteration 10Q: 3 clusters Score -1590040 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -1590369.875000 Penalty: 3353.525391
	Iteration 11Q: 3 clusters Score -1590370 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -1590532.250000 Penalty: 3353.525391
	Iteration 12Q: 3 clusters Score -1590532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -1590620.625000 Penalty: 3353.525391
	Iteration 13Q: 3 clusters Score -1590621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -1590674.500000 Penalty: 3353.525391
	Iteration 14Q: 3 clusters Score -1590674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -1590711.875000 Penalty: 3353.525391
	Iteration 15Q: 3 clusters Score -1590712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -1590740.875000 Penalty: 3353.525391
	Iteration 16Q: 3 clusters Score -1590741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -1590757.875000 Penalty: 3353.525391
	Iteration 17Q: 3 clusters Score -1590758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -1590778.000000 Penalty: 3353.525391
	Iteration 18Q: 3 clusters Score -1590778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -1590790.375000 Penalty: 3353.525391
	Iteration 19Q: 3 clusters Score -1590790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -1590803.125000 Penalty: 3353.525391
	Iteration 20F: 3 clusters Score -1590803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -1590812.875000 Penalty: 3353.525391
	Iteration 21Q: 3 clusters Score -1590813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -1590815.375000 Penalty: 3353.525391
	Iteration 22Q: 3 clusters Score -1590815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -1590815.375000 Penalty: 3353.525391
	Iteration 23F: 3 clusters Score -1590815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Entering Unmasked Estep 
Score: -220613.140625 Penalty: 1355.711548
	Iteration 0F: 2 clusters Score -220613.1 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 2138 members 
Entering Unmasked Estep 
Score: -217113.000000 Penalty: 2711.423096
	Iteration 0F: 3 clusters Score -217113 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -218056.578125 Penalty: 2711.423096
	Iteration 1F: 3 clusters Score -218056.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -218262.109375 Penalty: 2711.423096
	Iteration 2F: 3 clusters Score -218262.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -218398.171875 Penalty: 2711.423096
	Iteration 3F: 3 clusters Score -218398.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -218510.734375 Penalty: 2711.423096
	Iteration 4Q: 3 clusters Score -218510.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -218607.078125 Penalty: 2711.423096
	Iteration 5Q: 3 clusters Score -218607.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -218679.312500 Penalty: 2711.423096
	Iteration 6Q: 3 clusters Score -218679.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -218748.421875 Penalty: 2711.423096
	Iteration 7Q: 3 clusters Score -218748.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -218812.406250 Penalty: 2711.423096
	Iteration 8Q: 3 clusters Score -218812.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -218875.500000 Penalty: 2711.423096
	Iteration 9Q: 3 clusters Score -218875.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -218960.328125 Penalty: 2711.423096
	Iteration 10Q: 3 clusters Score -218960.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -219053.078125 Penalty: 2711.423096
	Iteration 11Q: 3 clusters Score -219053.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -219139.109375 Penalty: 2711.423096
	Iteration 12Q: 3 clusters Score -219139.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -219204.265625 Penalty: 2711.423096
	Iteration 13Q: 3 clusters Score -219204.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -219262.796875 Penalty: 2711.423096
	Iteration 14Q: 3 clusters Score -219262.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -219315.953125 Penalty: 2711.423096
	Iteration 15Q: 3 clusters Score -219316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -219346.125000 Penalty: 2711.423096
	Iteration 16Q: 3 clusters Score -219346.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -219378.484375 Penalty: 2711.423096
	Iteration 17Q: 3 clusters Score -219378.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -219396.750000 Penalty: 2711.423096
	Iteration 18Q: 3 clusters Score -219396.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -219406.343750 Penalty: 2711.423096
	Iteration 19Q: 3 clusters Score -219406.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -219412.765625 Penalty: 2711.423096
	Iteration 20F: 3 clusters Score -219412.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -219419.062500 Penalty: 2711.423096
	Iteration 21Q: 3 clusters Score -219419.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -219422.390625 Penalty: 2711.423096
	Iteration 22Q: 3 clusters Score -219422.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -219426.265625 Penalty: 2711.423096
	Iteration 23Q: 3 clusters Score -219426.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -219428.234375 Penalty: 2711.423096
	Iteration 24Q: 3 clusters Score -219428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -219428.531250 Penalty: 2711.423096
	Iteration 25Q: 3 clusters Score -219428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -219428.781250 Penalty: 2711.423096
	Iteration 26Q: 3 clusters Score -219428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -219428.781250 Penalty: 2711.423096
	Iteration 27F: 3 clusters Score -219428.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -120674.570312 Penalty: 1263.209106
	Iteration 0F: 2 clusters Score -120674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -118345.734375 Penalty: 2526.418213
	Iteration 0F: 3 clusters Score -118345.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -118833.937500 Penalty: 2526.418213
	Iteration 1F: 3 clusters Score -118833.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -118944.039062 Penalty: 2526.418213
	Iteration 2F: 3 clusters Score -118944 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -119031.390625 Penalty: 2526.418213
	Iteration 3F: 3 clusters Score -119031.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -119090.875000 Penalty: 2526.418213
	Iteration 4Q: 3 clusters Score -119090.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -119137.531250 Penalty: 2526.418213
	Iteration 5Q: 3 clusters Score -119137.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -119162.031250 Penalty: 2526.418213
	Iteration 6Q: 3 clusters Score -119162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -119181.976562 Penalty: 2526.418213
	Iteration 7Q: 3 clusters Score -119182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -119198.390625 Penalty: 2526.418213
	Iteration 8Q: 3 clusters Score -119198.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -119213.109375 Penalty: 2526.418213
	Iteration 9Q: 3 clusters Score -119213.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -119230.765625 Penalty: 2526.418213
	Iteration 10Q: 3 clusters Score -119230.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -119247.703125 Penalty: 2526.418213
	Iteration 11Q: 3 clusters Score -119247.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -119269.281250 Penalty: 2526.418213
	Iteration 12Q: 3 clusters Score -119269.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -119287.476562 Penalty: 2526.418213
	Iteration 13Q: 3 clusters Score -119287.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -119305.039062 Penalty: 2526.418213
	Iteration 14Q: 3 clusters Score -119305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -119322.484375 Penalty: 2526.418213
	Iteration 15Q: 3 clusters Score -119322.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -119348.671875 Penalty: 2526.418213
	Iteration 16Q: 3 clusters Score -119348.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -119373.898438 Penalty: 2526.418213
	Iteration 17Q: 3 clusters Score -119373.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -119402.148438 Penalty: 2526.418213
	Iteration 18Q: 3 clusters Score -119402.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -119434.976562 Penalty: 2526.418213
	Iteration 19Q: 3 clusters Score -119435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -119482.585938 Penalty: 2526.418213
	Iteration 20F: 3 clusters Score -119482.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -119543.203125 Penalty: 2526.418213
	Iteration 21Q: 3 clusters Score -119543.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -119607.523438 Penalty: 2526.418213
	Iteration 22Q: 3 clusters Score -119607.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -119657.109375 Penalty: 2526.418213
	Iteration 23Q: 3 clusters Score -119657.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -119703.015625 Penalty: 2526.418213
	Iteration 24Q: 3 clusters Score -119703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -119735.625000 Penalty: 2526.418213
	Iteration 25Q: 3 clusters Score -119735.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -119767.726562 Penalty: 2526.418213
	Iteration 26Q: 3 clusters Score -119767.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -119790.851562 Penalty: 2526.418213
	Iteration 27Q: 3 clusters Score -119790.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -119807.445312 Penalty: 2526.418213
	Iteration 28Q: 3 clusters Score -119807.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -119819.046875 Penalty: 2526.418213
	Iteration 29Q: 3 clusters Score -119819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -119827.710938 Penalty: 2526.418213
	Iteration 30Q: 3 clusters Score -119827.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -119832.671875 Penalty: 2526.418213
	Iteration 31Q: 3 clusters Score -119832.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -119835.664062 Penalty: 2526.418213
	Iteration 32Q: 3 clusters Score -119835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -119835.937500 Penalty: 2526.418213
	Iteration 33Q: 3 clusters Score -119835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -119836.179688 Penalty: 2526.418213
	Iteration 34Q: 3 clusters Score -119836.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -119836.179688 Penalty: 2526.418213
	Iteration 35F: 3 clusters Score -119836.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168553 members 
Entering Unmasked Estep 
Score: -8604937.000000 Penalty: 1955.688354
	Iteration 0F: 2 clusters Score -8604937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -8491756.000000 Penalty: 3911.376709
	Iteration 0F: 3 clusters Score -8491756 nChanged 81386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -8541566.000000 Penalty: 3911.376709
	Iteration 1F: 3 clusters Score -8541566 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90725 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -8544226.000000 Penalty: 3911.376709
	Iteration 2Q: 3 clusters Score -8544226 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93656 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -8548178.000000 Penalty: 3911.376709
	Iteration 3Q: 3 clusters Score -8548178 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97301 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
Score: -8553620.000000 Penalty: 3911.376709
	Iteration 4F: 3 clusters Score -8553620 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101474 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -8560416.000000 Penalty: 3911.376709
	Iteration 5F: 3 clusters Score -8560416 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -8567605.000000 Penalty: 3911.376709
	Iteration 6F: 3 clusters Score -8567605 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110315 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -8574051.000000 Penalty: 3911.376709
	Iteration 7F: 3 clusters Score -8574051 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114529 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -8579369.000000 Penalty: 3911.376709
	Iteration 8F: 3 clusters Score -8579369 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118451 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -8583275.000000 Penalty: 3911.376709
	Iteration 9Q: 3 clusters Score -8583275 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122050 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -8586254.000000 Penalty: 3911.376709
	Iteration 10Q: 3 clusters Score -8586254 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125486 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -8589038.000000 Penalty: 3911.376709
	Iteration 11Q: 3 clusters Score -8589038 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128802 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -8591782.000000 Penalty: 3911.376709
	Iteration 12Q: 3 clusters Score -8591782 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131966 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -8594611.000000 Penalty: 3911.376709
	Iteration 13Q: 3 clusters Score -8594611 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134843 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -8597423.000000 Penalty: 3911.376709
	Iteration 14Q: 3 clusters Score -8597423 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137170 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -8599612.000000 Penalty: 3911.376709
	Iteration 15Q: 3 clusters Score -8599612 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138957 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -8600940.000000 Penalty: 3911.376709
	Iteration 16Q: 3 clusters Score -8600940 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140333 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -8601619.000000 Penalty: 3911.376709
	Iteration 17Q: 3 clusters Score -8601619 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -8602044.000000 Penalty: 3911.376709
	Iteration 18Q: 3 clusters Score -8602044 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -8602342.000000 Penalty: 3911.376709
	Iteration 19Q: 3 clusters Score -8602342 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143292 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -8602521.000000 Penalty: 3911.376709
	Iteration 20F: 3 clusters Score -8602521 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144119 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -8602644.000000 Penalty: 3911.376709
	Iteration 21Q: 3 clusters Score -8602644 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144926 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -8602810.000000 Penalty: 3911.376709
	Iteration 22Q: 3 clusters Score -8602810 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145657 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -8602894.000000 Penalty: 3911.376709
	Iteration 23Q: 3 clusters Score -8602894 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146338 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -8602947.000000 Penalty: 3911.376709
	Iteration 24Q: 3 clusters Score -8602947 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146922 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8603007.000000 Penalty: 3911.376709
	Iteration 25Q: 3 clusters Score -8603007 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147450 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -8603099.000000 Penalty: 3911.376709
	Iteration 26Q: 3 clusters Score -8603099 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147970 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -8603172.000000 Penalty: 3911.376709
	Iteration 27Q: 3 clusters Score -8603172 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148472 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -8603225.000000 Penalty: 3911.376709
	Iteration 28Q: 3 clusters Score -8603225 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148966 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -8603298.000000 Penalty: 3911.376709
	Iteration 29Q: 3 clusters Score -8603298 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149435 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -8603342.000000 Penalty: 3911.376709
	Iteration 30Q: 3 clusters Score -8603342 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149863 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -8603381.000000 Penalty: 3911.376709
	Iteration 31Q: 3 clusters Score -8603381 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -8603431.000000 Penalty: 3911.376709
	Iteration 32Q: 3 clusters Score -8603431 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150643 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -8603500.000000 Penalty: 3911.376709
	Iteration 33Q: 3 clusters Score -8603500 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150982 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -8603543.000000 Penalty: 3911.376709
	Iteration 34Q: 3 clusters Score -8603543 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -8603545.000000 Penalty: 3911.376709
	Iteration 35Q: 3 clusters Score -8603545 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151596 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -8603574.000000 Penalty: 3911.376709
	Iteration 36Q: 3 clusters Score -8603574 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151873 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -8603593.000000 Penalty: 3911.376709
	Iteration 37Q: 3 clusters Score -8603593 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -8603626.000000 Penalty: 3911.376709
	Iteration 38Q: 3 clusters Score -8603626 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152444 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -8603636.000000 Penalty: 3911.376709
	Iteration 39Q: 3 clusters Score -8603636 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152729 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -8603669.000000 Penalty: 3911.376709
	Iteration 40F: 3 clusters Score -8603669 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -8603703.000000 Penalty: 3911.376709
	Iteration 41Q: 3 clusters Score -8603703 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153226 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -8603745.000000 Penalty: 3911.376709
	Iteration 42Q: 3 clusters Score -8603745 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -8603756.000000 Penalty: 3911.376709
	Iteration 43Q: 3 clusters Score -8603756 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153686 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -8603818.000000 Penalty: 3911.376709
	Iteration 44Q: 3 clusters Score -8603818 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -8603843.000000 Penalty: 3911.376709
	Iteration 45Q: 3 clusters Score -8603843 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154132 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -8603854.000000 Penalty: 3911.376709
	Iteration 46Q: 3 clusters Score -8603854 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154321 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -8603864.000000 Penalty: 3911.376709
	Iteration 47Q: 3 clusters Score -8603864 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154500 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -8603875.000000 Penalty: 3911.376709
	Iteration 48Q: 3 clusters Score -8603875 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154687 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -8603884.000000 Penalty: 3911.376709
	Iteration 49Q: 3 clusters Score -8603884 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154878 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -8603887.000000 Penalty: 3911.376709
	Iteration 50Q: 3 clusters Score -8603887 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155049 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -8603872.000000 Penalty: 3911.376709
	Iteration 51Q: 3 clusters Score -8603872 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155219 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -8603902.000000 Penalty: 3911.376709
	Iteration 52Q: 3 clusters Score -8603902 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155397 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -8603910.000000 Penalty: 3911.376709
	Iteration 53Q: 3 clusters Score -8603910 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155601 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -8603931.000000 Penalty: 3911.376709
	Iteration 54Q: 3 clusters Score -8603931 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -8603953.000000 Penalty: 3911.376709
	Iteration 55Q: 3 clusters Score -8603953 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156017 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -8603976.000000 Penalty: 3911.376709
	Iteration 56Q: 3 clusters Score -8603976 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156198 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -8604005.000000 Penalty: 3911.376709
	Iteration 57Q: 3 clusters Score -8604005 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156365 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -8604008.000000 Penalty: 3911.376709
	Iteration 58Q: 3 clusters Score -8604008 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156518 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -8604005.000000 Penalty: 3911.376709
	Iteration 59Q: 3 clusters Score -8604005 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156658 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -8604023.000000 Penalty: 3911.376709
	Iteration 60F: 3 clusters Score -8604023 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156771 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -8604039.000000 Penalty: 3911.376709
	Iteration 61Q: 3 clusters Score -8604039 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156877 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -8604044.000000 Penalty: 3911.376709
	Iteration 62Q: 3 clusters Score -8604044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156980 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -8604048.000000 Penalty: 3911.376709
	Iteration 63Q: 3 clusters Score -8604048 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157090 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -8604062.000000 Penalty: 3911.376709
	Iteration 64Q: 3 clusters Score -8604062 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157201 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -8604051.000000 Penalty: 3911.376709
	Iteration 65Q: 3 clusters Score -8604051 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157312 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -8604070.000000 Penalty: 3911.376709
	Iteration 66Q: 3 clusters Score -8604070 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -8604053.000000 Penalty: 3911.376709
	Iteration 67Q: 3 clusters Score -8604053 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157507 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -8604035.000000 Penalty: 3911.376709
	Iteration 68Q: 3 clusters Score -8604035 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157624 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -8604061.000000 Penalty: 3911.376709
	Iteration 69Q: 3 clusters Score -8604061 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157736 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -8604089.000000 Penalty: 3911.376709
	Iteration 70Q: 3 clusters Score -8604089 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157861 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -8604093.000000 Penalty: 3911.376709
	Iteration 71Q: 3 clusters Score -8604093 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157963 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -8604112.000000 Penalty: 3911.376709
	Iteration 72Q: 3 clusters Score -8604112 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -8604097.000000 Penalty: 3911.376709
	Iteration 73Q: 3 clusters Score -8604097 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158151 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -8604107.000000 Penalty: 3911.376709
	Iteration 74Q: 3 clusters Score -8604107 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158262 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -8604130.000000 Penalty: 3911.376709
	Iteration 75Q: 3 clusters Score -8604130 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158367 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -8604131.000000 Penalty: 3911.376709
	Iteration 76Q: 3 clusters Score -8604131 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158457 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -8604153.000000 Penalty: 3911.376709
	Iteration 77Q: 3 clusters Score -8604153 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158555 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -8604163.000000 Penalty: 3911.376709
	Iteration 78Q: 3 clusters Score -8604163 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158635 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -8604158.000000 Penalty: 3911.376709
	Iteration 79Q: 3 clusters Score -8604158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158710 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -8604170.000000 Penalty: 3911.376709
	Iteration 80F: 3 clusters Score -8604170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158778 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -8604176.000000 Penalty: 3911.376709
	Iteration 81Q: 3 clusters Score -8604176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158849 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -8604183.000000 Penalty: 3911.376709
	Iteration 82Q: 3 clusters Score -8604183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158917 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -8604193.000000 Penalty: 3911.376709
	Iteration 83Q: 3 clusters Score -8604193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158979 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -8604179.000000 Penalty: 3911.376709
	Iteration 84Q: 3 clusters Score -8604179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159042 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -8604173.000000 Penalty: 3911.376709
	Iteration 85Q: 3 clusters Score -8604173 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159107 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -8604173.000000 Penalty: 3911.376709
	Iteration 86Q: 3 clusters Score -8604173 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159176 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -8604169.000000 Penalty: 3911.376709
	Iteration 87Q: 3 clusters Score -8604169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159245 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -8604165.000000 Penalty: 3911.376709
	Iteration 88Q: 3 clusters Score -8604165 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159308 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -8604186.000000 Penalty: 3911.376709
	Iteration 89Q: 3 clusters Score -8604186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -8604191.000000 Penalty: 3911.376709
	Iteration 90Q: 3 clusters Score -8604191 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159445 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -8604209.000000 Penalty: 3911.376709
	Iteration 91Q: 3 clusters Score -8604209 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159504 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -8604218.000000 Penalty: 3911.376709
	Iteration 92Q: 3 clusters Score -8604218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159558 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -8604211.000000 Penalty: 3911.376709
	Iteration 93Q: 3 clusters Score -8604211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159608 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -8604213.000000 Penalty: 3911.376709
	Iteration 94Q: 3 clusters Score -8604213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159655 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -8604227.000000 Penalty: 3911.376709
	Iteration 95Q: 3 clusters Score -8604227 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -8604223.000000 Penalty: 3911.376709
	Iteration 96Q: 3 clusters Score -8604223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159754 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -8604239.000000 Penalty: 3911.376709
	Iteration 97Q: 3 clusters Score -8604239 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159802 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -8604250.000000 Penalty: 3911.376709
	Iteration 98Q: 3 clusters Score -8604250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159844 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -8604256.000000 Penalty: 3911.376709
	Iteration 99Q: 3 clusters Score -8604256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159886 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -8604263.000000 Penalty: 3911.376709
	Iteration 100F: 3 clusters Score -8604263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159944 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -8604264.000000 Penalty: 3911.376709
	Iteration 101Q: 3 clusters Score -8604264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159993 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -8604273.000000 Penalty: 3911.376709
	Iteration 102Q: 3 clusters Score -8604273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -8604266.000000 Penalty: 3911.376709
	Iteration 103Q: 3 clusters Score -8604266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160079 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -8604270.000000 Penalty: 3911.376709
	Iteration 104Q: 3 clusters Score -8604270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -8604282.000000 Penalty: 3911.376709
	Iteration 105Q: 3 clusters Score -8604282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160153 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -8604284.000000 Penalty: 3911.376709
	Iteration 106Q: 3 clusters Score -8604284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160194 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -8604283.000000 Penalty: 3911.376709
	Iteration 107Q: 3 clusters Score -8604283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160236 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -8604282.000000 Penalty: 3911.376709
	Iteration 108Q: 3 clusters Score -8604282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -8604286.000000 Penalty: 3911.376709
	Iteration 109Q: 3 clusters Score -8604286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160321 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -8604293.000000 Penalty: 3911.376709
	Iteration 110Q: 3 clusters Score -8604293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160363 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -8604306.000000 Penalty: 3911.376709
	Iteration 111Q: 3 clusters Score -8604306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160408 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -8604300.000000 Penalty: 3911.376709
	Iteration 112Q: 3 clusters Score -8604300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160447 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -8604297.000000 Penalty: 3911.376709
	Iteration 113Q: 3 clusters Score -8604297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160494 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -8604304.000000 Penalty: 3911.376709
	Iteration 114Q: 3 clusters Score -8604304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160533 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -8604300.000000 Penalty: 3911.376709
	Iteration 115Q: 3 clusters Score -8604300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -8604304.000000 Penalty: 3911.376709
	Iteration 116Q: 3 clusters Score -8604304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160610 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -8604311.000000 Penalty: 3911.376709
	Iteration 117Q: 3 clusters Score -8604311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160640 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -8604307.000000 Penalty: 3911.376709
	Iteration 118Q: 3 clusters Score -8604307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160670 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -8604309.000000 Penalty: 3911.376709
	Iteration 119Q: 3 clusters Score -8604309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160702 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -8604335.000000 Penalty: 3911.376709
	Iteration 120F: 3 clusters Score -8604335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160739 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -8604334.000000 Penalty: 3911.376709
	Iteration 121Q: 3 clusters Score -8604334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160786 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -8604331.000000 Penalty: 3911.376709
	Iteration 122Q: 3 clusters Score -8604331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160832 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -8604341.000000 Penalty: 3911.376709
	Iteration 123Q: 3 clusters Score -8604341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160876 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -8604355.000000 Penalty: 3911.376709
	Iteration 124Q: 3 clusters Score -8604355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160912 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -8604350.000000 Penalty: 3911.376709
	Iteration 125Q: 3 clusters Score -8604350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160947 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -8604340.000000 Penalty: 3911.376709
	Iteration 126Q: 3 clusters Score -8604340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160982 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -8604341.000000 Penalty: 3911.376709
	Iteration 127Q: 3 clusters Score -8604341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161012 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -8604342.000000 Penalty: 3911.376709
	Iteration 128Q: 3 clusters Score -8604342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161038 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -8604343.000000 Penalty: 3911.376709
	Iteration 129Q: 3 clusters Score -8604343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161063 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -8604349.000000 Penalty: 3911.376709
	Iteration 130Q: 3 clusters Score -8604349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -8604355.000000 Penalty: 3911.376709
	Iteration 131Q: 3 clusters Score -8604355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161100 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -8604346.000000 Penalty: 3911.376709
	Iteration 132Q: 3 clusters Score -8604346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161116 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -8604352.000000 Penalty: 3911.376709
	Iteration 133Q: 3 clusters Score -8604352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161129 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -8604350.000000 Penalty: 3911.376709
	Iteration 134Q: 3 clusters Score -8604350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161146 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -8604348.000000 Penalty: 3911.376709
	Iteration 135Q: 3 clusters Score -8604348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161156 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -8604356.000000 Penalty: 3911.376709
	Iteration 136Q: 3 clusters Score -8604356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161163 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -8604362.000000 Penalty: 3911.376709
	Iteration 137Q: 3 clusters Score -8604362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161169 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -8604363.000000 Penalty: 3911.376709
	Iteration 138Q: 3 clusters Score -8604363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161173 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -8604361.000000 Penalty: 3911.376709
	Iteration 139Q: 3 clusters Score -8604361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161175 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -8604369.000000 Penalty: 3911.376709
	Iteration 140F: 3 clusters Score -8604369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161178 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -8604371.000000 Penalty: 3911.376709
	Iteration 141Q: 3 clusters Score -8604371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161179 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -8604368.000000 Penalty: 3911.376709
	Iteration 142Q: 3 clusters Score -8604368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161179 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -8604368.000000 Penalty: 3911.376709
	Iteration 143F: 3 clusters Score -8604368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Entering Unmasked Estep 
Score: -2592279.750000 Penalty: 1754.987427
	Iteration 0F: 2 clusters Score -2592280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -2559486.750000 Penalty: 3509.974854
	Iteration 0F: 3 clusters Score -2559487 nChanged 22967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2572625.500000 Penalty: 3509.974854
	Iteration 1F: 3 clusters Score -2572626 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2573269.750000 Penalty: 3509.974854
	Iteration 2Q: 3 clusters Score -2573270 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2574088.500000 Penalty: 3509.974854
	Iteration 3Q: 3 clusters Score -2574088 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2575169.750000 Penalty: 3509.974854
	Iteration 4Q: 3 clusters Score -2575170 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2576716.250000 Penalty: 3509.974854
	Iteration 5F: 3 clusters Score -2576716 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2578872.000000 Penalty: 3509.974854
	Iteration 6F: 3 clusters Score -2578872 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2581640.000000 Penalty: 3509.974854
	Iteration 7F: 3 clusters Score -2581640 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2584705.750000 Penalty: 3509.974854
	Iteration 8F: 3 clusters Score -2584706 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2587354.750000 Penalty: 3509.974854
	Iteration 9F: 3 clusters Score -2587355 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2589097.500000 Penalty: 3509.974854
	Iteration 10Q: 3 clusters Score -2589098 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2590001.750000 Penalty: 3509.974854
	Iteration 11Q: 3 clusters Score -2590002 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2590375.250000 Penalty: 3509.974854
	Iteration 12Q: 3 clusters Score -2590375 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2590559.000000 Penalty: 3509.974854
	Iteration 13Q: 3 clusters Score -2590559 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2590635.500000 Penalty: 3509.974854
	Iteration 14Q: 3 clusters Score -2590636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2590679.000000 Penalty: 3509.974854
	Iteration 15Q: 3 clusters Score -2590679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2590705.750000 Penalty: 3509.974854
	Iteration 16Q: 3 clusters Score -2590706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2590715.750000 Penalty: 3509.974854
	Iteration 17Q: 3 clusters Score -2590716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2590726.750000 Penalty: 3509.974854
	Iteration 18Q: 3 clusters Score -2590727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2590729.250000 Penalty: 3509.974854
	Iteration 19Q: 3 clusters Score -2590729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2590729.250000 Penalty: 3509.974854
	Iteration 20F: 3 clusters Score -2590729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14624 members 
Mstep: Class 5 contains 9136 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 11 contains 29772 members 
Mstep: Class 13 contains 44392 members 
Mstep: Class 14 contains 57819 members 
Mstep: Class 15 contains 30289 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168553 members 
Mstep: Class 20 contains 49017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833028.000000 Penalty: 25233.794922
Iteration 279Q: 13 clusters Score -2.083303e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14624 members 
Mstep: Class 5 contains 9137 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 9 contains 3735 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44411 members 
Mstep: Class 14 contains 57825 members 
Mstep: Class 15 contains 30289 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168537 members 
Mstep: Class 20 contains 49012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833080.000000 Penalty: 25233.794922
Iteration 280F: 13 clusters Score -2.083308e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14624 members 
Mstep: Class 5 contains 9140 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 9 contains 3735 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44432 members 
Mstep: Class 14 contains 57829 members 
Mstep: Class 15 contains 30292 members 
Mstep: Class 16 contains 4195 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168513 members 
Mstep: Class 20 contains 49013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833074.000000 Penalty: 25233.794922
Iteration 281Q: 13 clusters Score -2.083307e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14626 members 
Mstep: Class 5 contains 9140 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44456 members 
Mstep: Class 14 contains 57828 members 
Mstep: Class 15 contains 30294 members 
Mstep: Class 16 contains 4192 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168493 members 
Mstep: Class 20 contains 49013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833100.000000 Penalty: 25233.794922
Iteration 282Q: 13 clusters Score -2.08331e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14630 members 
Mstep: Class 5 contains 9139 members 
Mstep: Class 7 contains 2889 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44476 members 
Mstep: Class 14 contains 57829 members 
Mstep: Class 15 contains 30295 members 
Mstep: Class 16 contains 4189 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168476 members 
Mstep: Class 20 contains 49015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833086.000000 Penalty: 25233.794922
Iteration 283Q: 13 clusters Score -2.083309e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14632 members 
Mstep: Class 5 contains 9139 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44500 members 
Mstep: Class 14 contains 57828 members 
Mstep: Class 15 contains 30294 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168458 members 
Mstep: Class 20 contains 49017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833116.000000 Penalty: 25233.794922
Iteration 284Q: 13 clusters Score -2.083312e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14634 members 
Mstep: Class 5 contains 9139 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44522 members 
Mstep: Class 14 contains 57827 members 
Mstep: Class 15 contains 30292 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168443 members 
Mstep: Class 20 contains 49019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833094.000000 Penalty: 25233.794922
Iteration 285Q: 13 clusters Score -2.083309e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14638 members 
Mstep: Class 5 contains 9139 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 11 contains 29772 members 
Mstep: Class 13 contains 44542 members 
Mstep: Class 14 contains 57824 members 
Mstep: Class 15 contains 30290 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168425 members 
Mstep: Class 20 contains 49019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833074.000000 Penalty: 25233.794922
Iteration 286Q: 13 clusters Score -2.083307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14640 members 
Mstep: Class 5 contains 9139 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 11 contains 29774 members 
Mstep: Class 13 contains 44558 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 15 contains 30292 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168410 members 
Mstep: Class 20 contains 49018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833086.000000 Penalty: 25233.794922
Iteration 287Q: 13 clusters Score -2.083309e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 5 contains 9140 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 11 contains 29774 members 
Mstep: Class 13 contains 44579 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 15 contains 30288 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168395 members 
Mstep: Class 20 contains 49018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833066.000000 Penalty: 25233.794922
Iteration 288Q: 13 clusters Score -2.083307e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14644 members 
Mstep: Class 5 contains 9141 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 11 contains 29773 members 
Mstep: Class 13 contains 44593 members 
Mstep: Class 14 contains 57818 members 
Mstep: Class 15 contains 30289 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168383 members 
Mstep: Class 20 contains 49016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833048.000000 Penalty: 25233.794922
Iteration 289Q: 13 clusters Score -2.083305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14644 members 
Mstep: Class 5 contains 9142 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44610 members 
Mstep: Class 14 contains 57819 members 
Mstep: Class 15 contains 30290 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168369 members 
Mstep: Class 20 contains 49014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833068.000000 Penalty: 25233.794922
Iteration 290Q: 13 clusters Score -2.083307e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14645 members 
Mstep: Class 5 contains 9144 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 9 contains 3716 members 
Mstep: Class 11 contains 29770 members 
Mstep: Class 13 contains 44623 members 
Mstep: Class 14 contains 57822 members 
Mstep: Class 15 contains 30290 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168355 members 
Mstep: Class 20 contains 49013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833056.000000 Penalty: 25233.794922
Iteration 291Q: 13 clusters Score -2.083306e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14652 members 
Mstep: Class 5 contains 9145 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44634 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 15 contains 30291 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168338 members 
Mstep: Class 20 contains 49011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833034.000000 Penalty: 25233.794922
Iteration 292Q: 13 clusters Score -2.083303e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14653 members 
Mstep: Class 5 contains 9146 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 15 contains 30287 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168320 members 
Mstep: Class 20 contains 49011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833030.000000 Penalty: 25233.794922
Iteration 293Q: 13 clusters Score -2.083303e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14654 members 
Mstep: Class 5 contains 9145 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 9 contains 3708 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44668 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 15 contains 30284 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168308 members 
Mstep: Class 20 contains 49011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833050.000000 Penalty: 25233.794922
Iteration 294Q: 13 clusters Score -2.083305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 5 contains 9145 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44683 members 
Mstep: Class 14 contains 57819 members 
Mstep: Class 15 contains 30282 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168291 members 
Mstep: Class 20 contains 49013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833036.000000 Penalty: 25233.794922
Iteration 295Q: 13 clusters Score -2.083304e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 5 contains 9148 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44694 members 
Mstep: Class 14 contains 57819 members 
Mstep: Class 15 contains 30282 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168276 members 
Mstep: Class 20 contains 49013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833038.000000 Penalty: 25233.794922
Iteration 296Q: 13 clusters Score -2.083304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 5 contains 9150 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44706 members 
Mstep: Class 14 contains 57820 members 
Mstep: Class 15 contains 30282 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168265 members 
Mstep: Class 20 contains 49014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833050.000000 Penalty: 25233.794922
Iteration 297Q: 13 clusters Score -2.083305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 5 contains 9152 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 44721 members 
Mstep: Class 14 contains 57822 members 
Mstep: Class 15 contains 30282 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168253 members 
Mstep: Class 20 contains 49011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833038.000000 Penalty: 25233.794922
Iteration 298Q: 13 clusters Score -2.083304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14659 members 
Mstep: Class 5 contains 9152 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 44734 members 
Mstep: Class 14 contains 57825 members 
Mstep: Class 15 contains 30281 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168242 members 
Mstep: Class 20 contains 49007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833056.000000 Penalty: 25233.794922
Iteration 299Q: 13 clusters Score -2.083306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14659 members 
Mstep: Class 5 contains 9152 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 44743 members 
Mstep: Class 14 contains 57825 members 
Mstep: Class 15 contains 30280 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168237 members 
Mstep: Class 20 contains 49003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833066.000000 Penalty: 25233.794922
Iteration 300F: 13 clusters Score -2.083307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14659 members 
Mstep: Class 5 contains 9153 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 9 contains 3700 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 44755 members 
Mstep: Class 14 contains 57824 members 
Mstep: Class 15 contains 30280 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168232 members 
Mstep: Class 20 contains 48999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833080.000000 Penalty: 25233.794922
Iteration 301Q: 13 clusters Score -2.083308e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 5 contains 9154 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 44766 members 
Mstep: Class 14 contains 57824 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168227 members 
Mstep: Class 20 contains 48997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833086.000000 Penalty: 25233.794922
Iteration 302Q: 13 clusters Score -2.083309e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 5 contains 9157 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 44771 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30277 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168221 members 
Mstep: Class 20 contains 48996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833064.000000 Penalty: 25233.794922
Iteration 303Q: 13 clusters Score -2.083306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 5 contains 9158 members 
Mstep: Class 7 contains 2889 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 44775 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30277 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168216 members 
Mstep: Class 20 contains 48996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833080.000000 Penalty: 25233.794922
Iteration 304Q: 13 clusters Score -2.083308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 5 contains 9163 members 
Mstep: Class 7 contains 2889 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 44774 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30277 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168212 members 
Mstep: Class 20 contains 48995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833110.000000 Penalty: 25233.794922
Iteration 305Q: 13 clusters Score -2.083311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 5 contains 9166 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44777 members 
Mstep: Class 14 contains 57825 members 
Mstep: Class 15 contains 30278 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168207 members 
Mstep: Class 20 contains 48994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833096.000000 Penalty: 25233.794922
Iteration 306Q: 13 clusters Score -2.08331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 5 contains 9169 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44782 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168201 members 
Mstep: Class 20 contains 48993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833102.000000 Penalty: 25233.794922
Iteration 307Q: 13 clusters Score -2.08331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14659 members 
Mstep: Class 5 contains 9170 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44788 members 
Mstep: Class 14 contains 57824 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4174 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168198 members 
Mstep: Class 20 contains 48993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833092.000000 Penalty: 25233.794922
Iteration 308Q: 13 clusters Score -2.083309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 5 contains 9170 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44793 members 
Mstep: Class 14 contains 57826 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4174 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168193 members 
Mstep: Class 20 contains 48992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833096.000000 Penalty: 25233.794922
Iteration 309Q: 13 clusters Score -2.08331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 5 contains 9169 members 
Mstep: Class 7 contains 2876 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44802 members 
Mstep: Class 14 contains 57825 members 
Mstep: Class 15 contains 30280 members 
Mstep: Class 16 contains 4174 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168189 members 
Mstep: Class 20 contains 48992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833104.000000 Penalty: 25233.794922
Iteration 310Q: 13 clusters Score -2.08331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44810 members 
Mstep: Class 14 contains 57826 members 
Mstep: Class 15 contains 30280 members 
Mstep: Class 16 contains 4175 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168183 members 
Mstep: Class 20 contains 48991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833094.000000 Penalty: 25233.794922
Iteration 311Q: 13 clusters Score -2.083309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44816 members 
Mstep: Class 14 contains 57826 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4175 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168179 members 
Mstep: Class 20 contains 48990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833104.000000 Penalty: 25233.794922
Iteration 312Q: 13 clusters Score -2.08331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44819 members 
Mstep: Class 14 contains 57826 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4175 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168178 members 
Mstep: Class 20 contains 48988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833106.000000 Penalty: 25233.794922
Iteration 313Q: 13 clusters Score -2.083311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2874 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44823 members 
Mstep: Class 14 contains 57826 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4175 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168175 members 
Mstep: Class 20 contains 48988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833104.000000 Penalty: 25233.794922
Iteration 314Q: 13 clusters Score -2.08331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 44827 members 
Mstep: Class 14 contains 57826 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168172 members 
Mstep: Class 20 contains 48988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833090.000000 Penalty: 25233.794922
Iteration 315Q: 13 clusters Score -2.083309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 5 contains 9167 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 44835 members 
Mstep: Class 14 contains 57825 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168168 members 
Mstep: Class 20 contains 48988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833092.000000 Penalty: 25233.794922
Iteration 316Q: 13 clusters Score -2.083309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 5 contains 9166 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29774 members 
Mstep: Class 13 contains 44842 members 
Mstep: Class 14 contains 57824 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168166 members 
Mstep: Class 20 contains 48988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833092.000000 Penalty: 25233.794922
Iteration 317Q: 13 clusters Score -2.083309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 5 contains 9166 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29773 members 
Mstep: Class 13 contains 44848 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168164 members 
Mstep: Class 20 contains 48988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833114.000000 Penalty: 25233.794922
Iteration 318Q: 13 clusters Score -2.083311e+07 nChanged 10
Entering ConstructFrom: 
Score: -20833114.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (14661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Entering Unmasked Estep 
Score: -776663.187500 Penalty: 1558.853760
	Iteration 0F: 2 clusters Score -776663.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -766557.562500 Penalty: 3117.707520
	Iteration 0F: 3 clusters Score -766557.6 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -770147.187500 Penalty: 3117.707520
	Iteration 1F: 3 clusters Score -770147.2 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -770586.500000 Penalty: 3117.707520
	Iteration 2F: 3 clusters Score -770586.5 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -771024.625000 Penalty: 3117.707520
	Iteration 3F: 3 clusters Score -771024.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -771490.562500 Penalty: 3117.707520
	Iteration 4F: 3 clusters Score -771490.6 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -772008.125000 Penalty: 3117.707520
	Iteration 5F: 3 clusters Score -772008.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -772591.187500 Penalty: 3117.707520
	Iteration 6F: 3 clusters Score -772591.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -773246.375000 Penalty: 3117.707520
	Iteration 7F: 3 clusters Score -773246.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -773851.125000 Penalty: 3117.707520
	Iteration 8F: 3 clusters Score -773851.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -774329.062500 Penalty: 3117.707520
	Iteration 9Q: 3 clusters Score -774329.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -774575.625000 Penalty: 3117.707520
	Iteration 10Q: 3 clusters Score -774575.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -774703.687500 Penalty: 3117.707520
	Iteration 11Q: 3 clusters Score -774703.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -774787.062500 Penalty: 3117.707520
	Iteration 12Q: 3 clusters Score -774787.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -774861.000000 Penalty: 3117.707520
	Iteration 13Q: 3 clusters Score -774861 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -774912.375000 Penalty: 3117.707520
	Iteration 14Q: 3 clusters Score -774912.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -774966.125000 Penalty: 3117.707520
	Iteration 15Q: 3 clusters Score -774966.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -775004.500000 Penalty: 3117.707520
	Iteration 16Q: 3 clusters Score -775004.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -775048.937500 Penalty: 3117.707520
	Iteration 17Q: 3 clusters Score -775048.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -775077.875000 Penalty: 3117.707520
	Iteration 18Q: 3 clusters Score -775077.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -775105.125000 Penalty: 3117.707520
	Iteration 19Q: 3 clusters Score -775105.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -775132.375000 Penalty: 3117.707520
	Iteration 20F: 3 clusters Score -775132.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -775166.937500 Penalty: 3117.707520
	Iteration 21Q: 3 clusters Score -775166.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -775197.375000 Penalty: 3117.707520
	Iteration 22Q: 3 clusters Score -775197.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -775226.750000 Penalty: 3117.707520
	Iteration 23Q: 3 clusters Score -775226.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -775256.750000 Penalty: 3117.707520
	Iteration 24Q: 3 clusters Score -775256.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -775293.562500 Penalty: 3117.707520
	Iteration 25Q: 3 clusters Score -775293.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -775324.875000 Penalty: 3117.707520
	Iteration 26Q: 3 clusters Score -775324.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -775358.250000 Penalty: 3117.707520
	Iteration 27Q: 3 clusters Score -775358.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -775387.250000 Penalty: 3117.707520
	Iteration 28Q: 3 clusters Score -775387.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -775408.750000 Penalty: 3117.707520
	Iteration 29Q: 3 clusters Score -775408.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -775438.375000 Penalty: 3117.707520
	Iteration 30Q: 3 clusters Score -775438.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -775463.062500 Penalty: 3117.707520
	Iteration 31Q: 3 clusters Score -775463.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -775482.812500 Penalty: 3117.707520
	Iteration 32Q: 3 clusters Score -775482.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -775501.625000 Penalty: 3117.707520
	Iteration 33Q: 3 clusters Score -775501.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -775516.687500 Penalty: 3117.707520
	Iteration 34Q: 3 clusters Score -775516.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -775525.312500 Penalty: 3117.707520
	Iteration 35Q: 3 clusters Score -775525.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -775535.562500 Penalty: 3117.707520
	Iteration 36Q: 3 clusters Score -775535.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -775543.937500 Penalty: 3117.707520
	Iteration 37Q: 3 clusters Score -775543.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -775557.062500 Penalty: 3117.707520
	Iteration 38Q: 3 clusters Score -775557.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -775564.375000 Penalty: 3117.707520
	Iteration 39Q: 3 clusters Score -775564.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -775576.000000 Penalty: 3117.707520
	Iteration 40F: 3 clusters Score -775576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -775587.500000 Penalty: 3117.707520
	Iteration 41Q: 3 clusters Score -775587.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -775600.625000 Penalty: 3117.707520
	Iteration 42Q: 3 clusters Score -775600.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -775611.875000 Penalty: 3117.707520
	Iteration 43Q: 3 clusters Score -775611.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -775617.625000 Penalty: 3117.707520
	Iteration 44Q: 3 clusters Score -775617.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -775628.187500 Penalty: 3117.707520
	Iteration 45Q: 3 clusters Score -775628.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -775630.000000 Penalty: 3117.707520
	Iteration 46Q: 3 clusters Score -775630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -775633.187500 Penalty: 3117.707520
	Iteration 47Q: 3 clusters Score -775633.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -775635.750000 Penalty: 3117.707520
	Iteration 48Q: 3 clusters Score -775635.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -775637.687500 Penalty: 3117.707520
	Iteration 49Q: 3 clusters Score -775637.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -775639.000000 Penalty: 3117.707520
	Iteration 50Q: 3 clusters Score -775639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -775643.812500 Penalty: 3117.707520
	Iteration 51Q: 3 clusters Score -775643.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -775646.250000 Penalty: 3117.707520
	Iteration 52Q: 3 clusters Score -775646.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -775650.312500 Penalty: 3117.707520
	Iteration 53Q: 3 clusters Score -775650.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -775653.062500 Penalty: 3117.707520
	Iteration 54Q: 3 clusters Score -775653.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -775655.375000 Penalty: 3117.707520
	Iteration 55Q: 3 clusters Score -775655.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -775656.125000 Penalty: 3117.707520
	Iteration 56Q: 3 clusters Score -775656.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -775660.250000 Penalty: 3117.707520
	Iteration 57Q: 3 clusters Score -775660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -775661.125000 Penalty: 3117.707520
	Iteration 58Q: 3 clusters Score -775661.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -775662.937500 Penalty: 3117.707520
	Iteration 59Q: 3 clusters Score -775662.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -775667.500000 Penalty: 3117.707520
	Iteration 60F: 3 clusters Score -775667.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -775669.750000 Penalty: 3117.707520
	Iteration 61Q: 3 clusters Score -775669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -775672.000000 Penalty: 3117.707520
	Iteration 62Q: 3 clusters Score -775672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -775676.562500 Penalty: 3117.707520
	Iteration 63Q: 3 clusters Score -775676.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -775678.937500 Penalty: 3117.707520
	Iteration 64Q: 3 clusters Score -775678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -775679.062500 Penalty: 3117.707520
	Iteration 65Q: 3 clusters Score -775679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -775678.750000 Penalty: 3117.707520
	Iteration 66Q: 3 clusters Score -775678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -775679.187500 Penalty: 3117.707520
	Iteration 67Q: 3 clusters Score -775679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -775679.375000 Penalty: 3117.707520
	Iteration 68Q: 3 clusters Score -775679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -775679.375000 Penalty: 3117.707520
	Iteration 69F: 3 clusters Score -775679.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Entering Unmasked Estep 
Score: -444064.156250 Penalty: 1482.511353
	Iteration 0F: 2 clusters Score -444064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -437374.937500 Penalty: 2965.022705
	Iteration 0F: 3 clusters Score -437374.9 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -439556.218750 Penalty: 2965.022705
	Iteration 1F: 3 clusters Score -439556.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -439892.250000 Penalty: 2965.022705
	Iteration 2F: 3 clusters Score -439892.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -440410.187500 Penalty: 2965.022705
	Iteration 3F: 3 clusters Score -440410.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -441296.968750 Penalty: 2965.022705
	Iteration 4F: 3 clusters Score -441297 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -442375.562500 Penalty: 2965.022705
	Iteration 5F: 3 clusters Score -442375.6 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -443271.187500 Penalty: 2965.022705
	Iteration 6F: 3 clusters Score -443271.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -443734.406250 Penalty: 2965.022705
	Iteration 7F: 3 clusters Score -443734.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -443973.937500 Penalty: 2965.022705
	Iteration 8Q: 3 clusters Score -443973.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -444054.343750 Penalty: 2965.022705
	Iteration 9Q: 3 clusters Score -444054.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -444088.906250 Penalty: 2965.022705
	Iteration 10Q: 3 clusters Score -444088.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -444100.406250 Penalty: 2965.022705
	Iteration 11Q: 3 clusters Score -444100.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -444104.875000 Penalty: 2965.022705
	Iteration 12Q: 3 clusters Score -444104.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -444108.468750 Penalty: 2965.022705
	Iteration 13Q: 3 clusters Score -444108.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -444112.093750 Penalty: 2965.022705
	Iteration 14Q: 3 clusters Score -444112.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -444114.281250 Penalty: 2965.022705
	Iteration 15Q: 3 clusters Score -444114.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -444115.062500 Penalty: 2965.022705
	Iteration 16Q: 3 clusters Score -444115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -444117.156250 Penalty: 2965.022705
	Iteration 17Q: 3 clusters Score -444117.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -444118.250000 Penalty: 2965.022705
	Iteration 18Q: 3 clusters Score -444118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -444118.375000 Penalty: 2965.022705
	Iteration 19Q: 3 clusters Score -444118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -444119.125000 Penalty: 2965.022705
	Iteration 20F: 3 clusters Score -444119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -444119.812500 Penalty: 2965.022705
	Iteration 21Q: 3 clusters Score -444119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -444120.531250 Penalty: 2965.022705
	Iteration 22Q: 3 clusters Score -444120.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -444121.312500 Penalty: 2965.022705
	Iteration 23Q: 3 clusters Score -444121.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -444123.250000 Penalty: 2965.022705
	Iteration 24Q: 3 clusters Score -444123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -444124.468750 Penalty: 2965.022705
	Iteration 25Q: 3 clusters Score -444124.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -444123.875000 Penalty: 2965.022705
	Iteration 26Q: 3 clusters Score -444123.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -444124.750000 Penalty: 2965.022705
	Iteration 27Q: 3 clusters Score -444124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -444124.937500 Penalty: 2965.022705
	Iteration 28Q: 3 clusters Score -444124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -444125.656250 Penalty: 2965.022705
	Iteration 29Q: 3 clusters Score -444125.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -444127.156250 Penalty: 2965.022705
	Iteration 30Q: 3 clusters Score -444127.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -444127.843750 Penalty: 2965.022705
	Iteration 31Q: 3 clusters Score -444127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -444128.375000 Penalty: 2965.022705
	Iteration 32Q: 3 clusters Score -444128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -444128.375000 Penalty: 2965.022705
	Iteration 33F: 3 clusters Score -444128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 7 contains 2864 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29773 members 
Mstep: Class 13 contains 44854 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168159 members 
Mstep: Class 20 contains 48988 members 
Entering Unmasked Estep 
Score: -20832510.000000 Penalty: 27336.611328
Splitting cluster 5 changes total score from -20833114.000000 to -20832510.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -155177.453125 Penalty: 1293.495850
	Iteration 0F: 2 clusters Score -155177.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -152526.265625 Penalty: 2586.991699
	Iteration 0F: 3 clusters Score -152526.3 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -153174.125000 Penalty: 2586.991699
	Iteration 1F: 3 clusters Score -153174.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -153288.765625 Penalty: 2586.991699
	Iteration 2F: 3 clusters Score -153288.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -153371.281250 Penalty: 2586.991699
	Iteration 3Q: 3 clusters Score -153371.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -153436.765625 Penalty: 2586.991699
	Iteration 4Q: 3 clusters Score -153436.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -153472.453125 Penalty: 2586.991699
	Iteration 5Q: 3 clusters Score -153472.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -153493.140625 Penalty: 2586.991699
	Iteration 6Q: 3 clusters Score -153493.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -153505.312500 Penalty: 2586.991699
	Iteration 7Q: 3 clusters Score -153505.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -153514.281250 Penalty: 2586.991699
	Iteration 8Q: 3 clusters Score -153514.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -153520.218750 Penalty: 2586.991699
	Iteration 9Q: 3 clusters Score -153520.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -153522.875000 Penalty: 2586.991699
	Iteration 10Q: 3 clusters Score -153522.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -153525.187500 Penalty: 2586.991699
	Iteration 11Q: 3 clusters Score -153525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -153527.312500 Penalty: 2586.991699
	Iteration 12Q: 3 clusters Score -153527.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -153530.921875 Penalty: 2586.991699
	Iteration 13Q: 3 clusters Score -153530.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -153535.468750 Penalty: 2586.991699
	Iteration 14Q: 3 clusters Score -153535.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -153539.781250 Penalty: 2586.991699
	Iteration 15Q: 3 clusters Score -153539.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -153545.531250 Penalty: 2586.991699
	Iteration 16Q: 3 clusters Score -153545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -153548.359375 Penalty: 2586.991699
	Iteration 17Q: 3 clusters Score -153548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -153549.562500 Penalty: 2586.991699
	Iteration 18Q: 3 clusters Score -153549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -153550.187500 Penalty: 2586.991699
	Iteration 19Q: 3 clusters Score -153550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -153550.796875 Penalty: 2586.991699
	Iteration 20F: 3 clusters Score -153550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -153551.031250 Penalty: 2586.991699
	Iteration 21Q: 3 clusters Score -153551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -153551.000000 Penalty: 2586.991699
	Iteration 22Q: 3 clusters Score -153551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -153552.171875 Penalty: 2586.991699
	Iteration 23Q: 3 clusters Score -153552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -153552.593750 Penalty: 2586.991699
	Iteration 24Q: 3 clusters Score -153552.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -153553.125000 Penalty: 2586.991699
	Iteration 25Q: 3 clusters Score -153553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -153554.421875 Penalty: 2586.991699
	Iteration 26Q: 3 clusters Score -153554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -153555.296875 Penalty: 2586.991699
	Iteration 27Q: 3 clusters Score -153555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -153555.734375 Penalty: 2586.991699
	Iteration 28Q: 3 clusters Score -153555.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -153555.734375 Penalty: 2586.991699
	Iteration 29F: 3 clusters Score -153555.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -196501.125000 Penalty: 1334.982422
	Iteration 0F: 2 clusters Score -196501.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -193326.765625 Penalty: 2669.964844
	Iteration 0F: 3 clusters Score -193326.8 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -194102.671875 Penalty: 2669.964844
	Iteration 1F: 3 clusters Score -194102.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -194232.593750 Penalty: 2669.964844
	Iteration 2F: 3 clusters Score -194232.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -194312.171875 Penalty: 2669.964844
	Iteration 3Q: 3 clusters Score -194312.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -194365.171875 Penalty: 2669.964844
	Iteration 4Q: 3 clusters Score -194365.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -194407.750000 Penalty: 2669.964844
	Iteration 5Q: 3 clusters Score -194407.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -194450.390625 Penalty: 2669.964844
	Iteration 6Q: 3 clusters Score -194450.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -194483.515625 Penalty: 2669.964844
	Iteration 7Q: 3 clusters Score -194483.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -194515.171875 Penalty: 2669.964844
	Iteration 8Q: 3 clusters Score -194515.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -194549.234375 Penalty: 2669.964844
	Iteration 9Q: 3 clusters Score -194549.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -194580.906250 Penalty: 2669.964844
	Iteration 10Q: 3 clusters Score -194580.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -194611.656250 Penalty: 2669.964844
	Iteration 11Q: 3 clusters Score -194611.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -194635.578125 Penalty: 2669.964844
	Iteration 12Q: 3 clusters Score -194635.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -194661.312500 Penalty: 2669.964844
	Iteration 13Q: 3 clusters Score -194661.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -194693.328125 Penalty: 2669.964844
	Iteration 14Q: 3 clusters Score -194693.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -194728.468750 Penalty: 2669.964844
	Iteration 15Q: 3 clusters Score -194728.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -194767.968750 Penalty: 2669.964844
	Iteration 16Q: 3 clusters Score -194768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -194809.000000 Penalty: 2669.964844
	Iteration 17Q: 3 clusters Score -194809 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -194848.578125 Penalty: 2669.964844
	Iteration 18Q: 3 clusters Score -194848.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -194884.250000 Penalty: 2669.964844
	Iteration 19Q: 3 clusters Score -194884.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -194919.062500 Penalty: 2669.964844
	Iteration 20F: 3 clusters Score -194919.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -194948.203125 Penalty: 2669.964844
	Iteration 21Q: 3 clusters Score -194948.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -194984.843750 Penalty: 2669.964844
	Iteration 22Q: 3 clusters Score -194984.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -195027.109375 Penalty: 2669.964844
	Iteration 23Q: 3 clusters Score -195027.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -195065.984375 Penalty: 2669.964844
	Iteration 24Q: 3 clusters Score -195066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -195098.093750 Penalty: 2669.964844
	Iteration 25Q: 3 clusters Score -195098.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -195128.312500 Penalty: 2669.964844
	Iteration 26Q: 3 clusters Score -195128.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -195162.046875 Penalty: 2669.964844
	Iteration 27Q: 3 clusters Score -195162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -195186.156250 Penalty: 2669.964844
	Iteration 28Q: 3 clusters Score -195186.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -195202.187500 Penalty: 2669.964844
	Iteration 29Q: 3 clusters Score -195202.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -195222.406250 Penalty: 2669.964844
	Iteration 30Q: 3 clusters Score -195222.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -195240.406250 Penalty: 2669.964844
	Iteration 31Q: 3 clusters Score -195240.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -195249.578125 Penalty: 2669.964844
	Iteration 32Q: 3 clusters Score -195249.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -195257.015625 Penalty: 2669.964844
	Iteration 33Q: 3 clusters Score -195257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -195263.234375 Penalty: 2669.964844
	Iteration 34Q: 3 clusters Score -195263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -195270.562500 Penalty: 2669.964844
	Iteration 35Q: 3 clusters Score -195270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -195275.203125 Penalty: 2669.964844
	Iteration 36Q: 3 clusters Score -195275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -195277.390625 Penalty: 2669.964844
	Iteration 37Q: 3 clusters Score -195277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -195280.031250 Penalty: 2669.964844
	Iteration 38Q: 3 clusters Score -195280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -195282.375000 Penalty: 2669.964844
	Iteration 39Q: 3 clusters Score -195282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -195282.640625 Penalty: 2669.964844
	Iteration 40F: 3 clusters Score -195282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -195283.453125 Penalty: 2669.964844
	Iteration 41Q: 3 clusters Score -195283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -195283.453125 Penalty: 2669.964844
	Iteration 42F: 3 clusters Score -195283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Entering Unmasked Estep 
Score: -1566366.250000 Penalty: 1673.970581
	Iteration 0F: 2 clusters Score -1566366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1546274.000000 Penalty: 3347.941162
	Iteration 0F: 3 clusters Score -1546274 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1553980.250000 Penalty: 3347.941162
	Iteration 1F: 3 clusters Score -1553980 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1554457.875000 Penalty: 3347.941162
	Iteration 2Q: 3 clusters Score -1554458 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1555071.000000 Penalty: 3347.941162
	Iteration 3Q: 3 clusters Score -1555071 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1555825.000000 Penalty: 3347.941162
	Iteration 4F: 3 clusters Score -1555825 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1556716.625000 Penalty: 3347.941162
	Iteration 5F: 3 clusters Score -1556717 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1557812.500000 Penalty: 3347.941162
	Iteration 6F: 3 clusters Score -1557812 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -1559138.625000 Penalty: 3347.941162
	Iteration 7F: 3 clusters Score -1559139 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1560371.375000 Penalty: 3347.941162
	Iteration 8F: 3 clusters Score -1560371 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -1561079.875000 Penalty: 3347.941162
	Iteration 9Q: 3 clusters Score -1561080 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -1561418.000000 Penalty: 3347.941162
	Iteration 10Q: 3 clusters Score -1561418 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1561614.875000 Penalty: 3347.941162
	Iteration 11Q: 3 clusters Score -1561615 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -1561774.750000 Penalty: 3347.941162
	Iteration 12Q: 3 clusters Score -1561775 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -1561916.625000 Penalty: 3347.941162
	Iteration 13Q: 3 clusters Score -1561917 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -1562074.375000 Penalty: 3347.941162
	Iteration 14Q: 3 clusters Score -1562074 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1562235.875000 Penalty: 3347.941162
	Iteration 15Q: 3 clusters Score -1562236 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -1562410.250000 Penalty: 3347.941162
	Iteration 16Q: 3 clusters Score -1562410 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -1562577.375000 Penalty: 3347.941162
	Iteration 17Q: 3 clusters Score -1562577 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -1562741.000000 Penalty: 3347.941162
	Iteration 18Q: 3 clusters Score -1562741 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -1562888.875000 Penalty: 3347.941162
	Iteration 19Q: 3 clusters Score -1562889 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -1563020.125000 Penalty: 3347.941162
	Iteration 20F: 3 clusters Score -1563020 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -1563148.625000 Penalty: 3347.941162
	Iteration 21Q: 3 clusters Score -1563149 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -1563253.250000 Penalty: 3347.941162
	Iteration 22Q: 3 clusters Score -1563253 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -1563354.125000 Penalty: 3347.941162
	Iteration 23Q: 3 clusters Score -1563354 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -1563441.125000 Penalty: 3347.941162
	Iteration 24Q: 3 clusters Score -1563441 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -1563538.250000 Penalty: 3347.941162
	Iteration 25Q: 3 clusters Score -1563538 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -1563620.750000 Penalty: 3347.941162
	Iteration 26Q: 3 clusters Score -1563621 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -1563699.375000 Penalty: 3347.941162
	Iteration 27Q: 3 clusters Score -1563699 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -1563792.625000 Penalty: 3347.941162
	Iteration 28Q: 3 clusters Score -1563793 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -1563880.000000 Penalty: 3347.941162
	Iteration 29Q: 3 clusters Score -1563880 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -1563948.625000 Penalty: 3347.941162
	Iteration 30Q: 3 clusters Score -1563949 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -1564041.625000 Penalty: 3347.941162
	Iteration 31Q: 3 clusters Score -1564042 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -1564122.375000 Penalty: 3347.941162
	Iteration 32Q: 3 clusters Score -1564122 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -1564196.125000 Penalty: 3347.941162
	Iteration 33Q: 3 clusters Score -1564196 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -1564279.250000 Penalty: 3347.941162
	Iteration 34Q: 3 clusters Score -1564279 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -1564342.875000 Penalty: 3347.941162
	Iteration 35Q: 3 clusters Score -1564343 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -1564411.125000 Penalty: 3347.941162
	Iteration 36Q: 3 clusters Score -1564411 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -1564472.625000 Penalty: 3347.941162
	Iteration 37Q: 3 clusters Score -1564473 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -1564542.625000 Penalty: 3347.941162
	Iteration 38Q: 3 clusters Score -1564543 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -1564586.875000 Penalty: 3347.941162
	Iteration 39Q: 3 clusters Score -1564587 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -1564631.500000 Penalty: 3347.941162
	Iteration 40F: 3 clusters Score -1564632 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -1564668.125000 Penalty: 3347.941162
	Iteration 41Q: 3 clusters Score -1564668 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -1564714.250000 Penalty: 3347.941162
	Iteration 42Q: 3 clusters Score -1564714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -1564745.875000 Penalty: 3347.941162
	Iteration 43Q: 3 clusters Score -1564746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -1564776.500000 Penalty: 3347.941162
	Iteration 44Q: 3 clusters Score -1564776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -1564809.000000 Penalty: 3347.941162
	Iteration 45Q: 3 clusters Score -1564809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -1564838.000000 Penalty: 3347.941162
	Iteration 46Q: 3 clusters Score -1564838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -1564858.000000 Penalty: 3347.941162
	Iteration 47Q: 3 clusters Score -1564858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -1564869.750000 Penalty: 3347.941162
	Iteration 48Q: 3 clusters Score -1564870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -1564883.750000 Penalty: 3347.941162
	Iteration 49Q: 3 clusters Score -1564884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -1564888.500000 Penalty: 3347.941162
	Iteration 50Q: 3 clusters Score -1564888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -1564896.625000 Penalty: 3347.941162
	Iteration 51Q: 3 clusters Score -1564897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -1564904.250000 Penalty: 3347.941162
	Iteration 52Q: 3 clusters Score -1564904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -1564910.000000 Penalty: 3347.941162
	Iteration 53Q: 3 clusters Score -1564910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -1564915.750000 Penalty: 3347.941162
	Iteration 54Q: 3 clusters Score -1564916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -1564926.500000 Penalty: 3347.941162
	Iteration 55Q: 3 clusters Score -1564926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -1564930.750000 Penalty: 3347.941162
	Iteration 56Q: 3 clusters Score -1564931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -1564941.125000 Penalty: 3347.941162
	Iteration 57Q: 3 clusters Score -1564941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -1564946.125000 Penalty: 3347.941162
	Iteration 58Q: 3 clusters Score -1564946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -1564951.375000 Penalty: 3347.941162
	Iteration 59Q: 3 clusters Score -1564951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -1564956.875000 Penalty: 3347.941162
	Iteration 60F: 3 clusters Score -1564957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -1564957.875000 Penalty: 3347.941162
	Iteration 61Q: 3 clusters Score -1564958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -1564958.125000 Penalty: 3347.941162
	Iteration 62Q: 3 clusters Score -1564958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -1564959.000000 Penalty: 3347.941162
	Iteration 63Q: 3 clusters Score -1564959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -1564964.125000 Penalty: 3347.941162
	Iteration 64Q: 3 clusters Score -1564964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -1564963.250000 Penalty: 3347.941162
	Iteration 65Q: 3 clusters Score -1564963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -1564965.625000 Penalty: 3347.941162
	Iteration 66Q: 3 clusters Score -1564966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -1564964.500000 Penalty: 3347.941162
	Iteration 67Q: 3 clusters Score -1564964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -1564967.000000 Penalty: 3347.941162
	Iteration 68Q: 3 clusters Score -1564967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -1564967.375000 Penalty: 3347.941162
	Iteration 69Q: 3 clusters Score -1564967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -1564968.625000 Penalty: 3347.941162
	Iteration 70Q: 3 clusters Score -1564969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -1564970.250000 Penalty: 3347.941162
	Iteration 71Q: 3 clusters Score -1564970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -1564970.250000 Penalty: 3347.941162
	Iteration 72F: 3 clusters Score -1564970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Entering Unmasked Estep 
Score: -2325297.250000 Penalty: 1740.564819
	Iteration 0F: 2 clusters Score -2325297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2295162.750000 Penalty: 3481.129639
	Iteration 0F: 3 clusters Score -2295163 nChanged 21148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2307131.000000 Penalty: 3481.129639
	Iteration 1F: 3 clusters Score -2307131 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2307870.250000 Penalty: 3481.129639
	Iteration 2Q: 3 clusters Score -2307870 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2308975.000000 Penalty: 3481.129639
	Iteration 3F: 3 clusters Score -2308975 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2310690.000000 Penalty: 3481.129639
	Iteration 4F: 3 clusters Score -2310690 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2313529.000000 Penalty: 3481.129639
	Iteration 5F: 3 clusters Score -2313529 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2317235.250000 Penalty: 3481.129639
	Iteration 6F: 3 clusters Score -2317235 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2320693.250000 Penalty: 3481.129639
	Iteration 7F: 3 clusters Score -2320693 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2322510.750000 Penalty: 3481.129639
	Iteration 8F: 3 clusters Score -2322511 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2323067.500000 Penalty: 3481.129639
	Iteration 9Q: 3 clusters Score -2323068 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2323322.750000 Penalty: 3481.129639
	Iteration 10Q: 3 clusters Score -2323323 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2323470.750000 Penalty: 3481.129639
	Iteration 11Q: 3 clusters Score -2323471 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2323601.250000 Penalty: 3481.129639
	Iteration 12Q: 3 clusters Score -2323601 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2323716.000000 Penalty: 3481.129639
	Iteration 13Q: 3 clusters Score -2323716 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2323815.250000 Penalty: 3481.129639
	Iteration 14Q: 3 clusters Score -2323815 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2323918.750000 Penalty: 3481.129639
	Iteration 15Q: 3 clusters Score -2323919 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2323969.500000 Penalty: 3481.129639
	Iteration 16Q: 3 clusters Score -2323970 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2324028.000000 Penalty: 3481.129639
	Iteration 17Q: 3 clusters Score -2324028 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2324073.500000 Penalty: 3481.129639
	Iteration 18Q: 3 clusters Score -2324074 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2324113.250000 Penalty: 3481.129639
	Iteration 19Q: 3 clusters Score -2324113 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2324147.500000 Penalty: 3481.129639
	Iteration 20F: 3 clusters Score -2324148 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2324192.000000 Penalty: 3481.129639
	Iteration 21Q: 3 clusters Score -2324192 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2324230.500000 Penalty: 3481.129639
	Iteration 22Q: 3 clusters Score -2324230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2324241.750000 Penalty: 3481.129639
	Iteration 23Q: 3 clusters Score -2324242 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2324263.250000 Penalty: 3481.129639
	Iteration 24Q: 3 clusters Score -2324263 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2324274.000000 Penalty: 3481.129639
	Iteration 25Q: 3 clusters Score -2324274 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2324301.250000 Penalty: 3481.129639
	Iteration 26Q: 3 clusters Score -2324301 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2324321.750000 Penalty: 3481.129639
	Iteration 27Q: 3 clusters Score -2324322 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2324330.500000 Penalty: 3481.129639
	Iteration 28Q: 3 clusters Score -2324330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2324352.500000 Penalty: 3481.129639
	Iteration 29Q: 3 clusters Score -2324352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2324361.500000 Penalty: 3481.129639
	Iteration 30Q: 3 clusters Score -2324362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2324375.750000 Penalty: 3481.129639
	Iteration 31Q: 3 clusters Score -2324376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2324384.000000 Penalty: 3481.129639
	Iteration 32Q: 3 clusters Score -2324384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2324388.000000 Penalty: 3481.129639
	Iteration 33Q: 3 clusters Score -2324388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2324394.500000 Penalty: 3481.129639
	Iteration 34Q: 3 clusters Score -2324394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2324390.250000 Penalty: 3481.129639
	Iteration 35Q: 3 clusters Score -2324390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2324401.000000 Penalty: 3481.129639
	Iteration 36Q: 3 clusters Score -2324401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2324407.500000 Penalty: 3481.129639
	Iteration 37Q: 3 clusters Score -2324408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2324398.750000 Penalty: 3481.129639
	Iteration 38Q: 3 clusters Score -2324399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2324406.500000 Penalty: 3481.129639
	Iteration 39Q: 3 clusters Score -2324406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2324401.500000 Penalty: 3481.129639
	Iteration 40F: 3 clusters Score -2324402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2324404.750000 Penalty: 3481.129639
	Iteration 41Q: 3 clusters Score -2324405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2324409.000000 Penalty: 3481.129639
	Iteration 42Q: 3 clusters Score -2324409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2324412.750000 Penalty: 3481.129639
	Iteration 43Q: 3 clusters Score -2324413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2324409.750000 Penalty: 3481.129639
	Iteration 44Q: 3 clusters Score -2324410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2324412.000000 Penalty: 3481.129639
	Iteration 45Q: 3 clusters Score -2324412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2324411.750000 Penalty: 3481.129639
	Iteration 46Q: 3 clusters Score -2324412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2324414.000000 Penalty: 3481.129639
	Iteration 47Q: 3 clusters Score -2324414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2324413.000000 Penalty: 3481.129639
	Iteration 48Q: 3 clusters Score -2324413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2324409.750000 Penalty: 3481.129639
	Iteration 49Q: 3 clusters Score -2324410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2324413.750000 Penalty: 3481.129639
	Iteration 50Q: 3 clusters Score -2324414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2324415.750000 Penalty: 3481.129639
	Iteration 51Q: 3 clusters Score -2324416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2324416.000000 Penalty: 3481.129639
	Iteration 52Q: 3 clusters Score -2324416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2324417.250000 Penalty: 3481.129639
	Iteration 53Q: 3 clusters Score -2324417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2324420.750000 Penalty: 3481.129639
	Iteration 54Q: 3 clusters Score -2324421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2324423.000000 Penalty: 3481.129639
	Iteration 55Q: 3 clusters Score -2324423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2324423.000000 Penalty: 3481.129639
	Iteration 56F: 3 clusters Score -2324423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Entering Unmasked Estep 
Score: -3044750.000000 Penalty: 1781.835571
	Iteration 0F: 2 clusters Score -3044750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -3005996.500000 Penalty: 3563.671143
	Iteration 0F: 3 clusters Score -3005996 nChanged 27247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3021612.250000 Penalty: 3563.671143
	Iteration 1F: 3 clusters Score -3021612 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3022174.500000 Penalty: 3563.671143
	Iteration 2Q: 3 clusters Score -3022174 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3022792.500000 Penalty: 3563.671143
	Iteration 3Q: 3 clusters Score -3022792 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3023617.000000 Penalty: 3563.671143
	Iteration 4Q: 3 clusters Score -3023617 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -3024773.250000 Penalty: 3563.671143
	Iteration 5Q: 3 clusters Score -3024773 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3026352.250000 Penalty: 3563.671143
	Iteration 6F: 3 clusters Score -3026352 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3028598.250000 Penalty: 3563.671143
	Iteration 7F: 3 clusters Score -3028598 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3031204.250000 Penalty: 3563.671143
	Iteration 8F: 3 clusters Score -3031204 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3033226.500000 Penalty: 3563.671143
	Iteration 9F: 3 clusters Score -3033226 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3034213.500000 Penalty: 3563.671143
	Iteration 10Q: 3 clusters Score -3034214 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3034632.500000 Penalty: 3563.671143
	Iteration 11Q: 3 clusters Score -3034632 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -3034902.250000 Penalty: 3563.671143
	Iteration 12Q: 3 clusters Score -3034902 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3035151.500000 Penalty: 3563.671143
	Iteration 13Q: 3 clusters Score -3035152 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3035386.500000 Penalty: 3563.671143
	Iteration 14Q: 3 clusters Score -3035386 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3035625.000000 Penalty: 3563.671143
	Iteration 15Q: 3 clusters Score -3035625 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3035882.750000 Penalty: 3563.671143
	Iteration 16Q: 3 clusters Score -3035883 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3036192.000000 Penalty: 3563.671143
	Iteration 17Q: 3 clusters Score -3036192 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3036522.000000 Penalty: 3563.671143
	Iteration 18Q: 3 clusters Score -3036522 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3036855.000000 Penalty: 3563.671143
	Iteration 19Q: 3 clusters Score -3036855 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3037213.750000 Penalty: 3563.671143
	Iteration 20F: 3 clusters Score -3037214 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3037594.500000 Penalty: 3563.671143
	Iteration 21Q: 3 clusters Score -3037594 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3037984.250000 Penalty: 3563.671143
	Iteration 22Q: 3 clusters Score -3037984 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -3038399.250000 Penalty: 3563.671143
	Iteration 23Q: 3 clusters Score -3038399 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3038816.750000 Penalty: 3563.671143
	Iteration 24Q: 3 clusters Score -3038817 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3039193.250000 Penalty: 3563.671143
	Iteration 25Q: 3 clusters Score -3039193 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3039584.250000 Penalty: 3563.671143
	Iteration 26Q: 3 clusters Score -3039584 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3039975.500000 Penalty: 3563.671143
	Iteration 27Q: 3 clusters Score -3039976 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -3040396.000000 Penalty: 3563.671143
	Iteration 28Q: 3 clusters Score -3040396 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3040784.750000 Penalty: 3563.671143
	Iteration 29Q: 3 clusters Score -3040785 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3041089.000000 Penalty: 3563.671143
	Iteration 30Q: 3 clusters Score -3041089 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -3041422.500000 Penalty: 3563.671143
	Iteration 31Q: 3 clusters Score -3041422 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3041684.500000 Penalty: 3563.671143
	Iteration 32Q: 3 clusters Score -3041684 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3041907.500000 Penalty: 3563.671143
	Iteration 33Q: 3 clusters Score -3041908 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3042120.750000 Penalty: 3563.671143
	Iteration 34Q: 3 clusters Score -3042121 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3042301.250000 Penalty: 3563.671143
	Iteration 35Q: 3 clusters Score -3042301 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3042431.500000 Penalty: 3563.671143
	Iteration 36Q: 3 clusters Score -3042432 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3042524.750000 Penalty: 3563.671143
	Iteration 37Q: 3 clusters Score -3042525 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3042634.500000 Penalty: 3563.671143
	Iteration 38Q: 3 clusters Score -3042634 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3042727.750000 Penalty: 3563.671143
	Iteration 39Q: 3 clusters Score -3042728 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3042802.000000 Penalty: 3563.671143
	Iteration 40F: 3 clusters Score -3042802 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3042898.750000 Penalty: 3563.671143
	Iteration 41Q: 3 clusters Score -3042899 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3042956.500000 Penalty: 3563.671143
	Iteration 42Q: 3 clusters Score -3042956 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3043002.500000 Penalty: 3563.671143
	Iteration 43Q: 3 clusters Score -3043002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3043041.500000 Penalty: 3563.671143
	Iteration 44Q: 3 clusters Score -3043042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3043080.000000 Penalty: 3563.671143
	Iteration 45Q: 3 clusters Score -3043080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3043109.500000 Penalty: 3563.671143
	Iteration 46Q: 3 clusters Score -3043110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3043140.000000 Penalty: 3563.671143
	Iteration 47Q: 3 clusters Score -3043140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3043162.000000 Penalty: 3563.671143
	Iteration 48Q: 3 clusters Score -3043162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3043182.500000 Penalty: 3563.671143
	Iteration 49Q: 3 clusters Score -3043182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3043194.500000 Penalty: 3563.671143
	Iteration 50Q: 3 clusters Score -3043194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3043213.000000 Penalty: 3563.671143
	Iteration 51Q: 3 clusters Score -3043213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3043227.750000 Penalty: 3563.671143
	Iteration 52Q: 3 clusters Score -3043228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3043239.000000 Penalty: 3563.671143
	Iteration 53Q: 3 clusters Score -3043239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3043257.000000 Penalty: 3563.671143
	Iteration 54Q: 3 clusters Score -3043257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3043267.250000 Penalty: 3563.671143
	Iteration 55Q: 3 clusters Score -3043267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3043277.250000 Penalty: 3563.671143
	Iteration 56Q: 3 clusters Score -3043277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3043283.250000 Penalty: 3563.671143
	Iteration 57Q: 3 clusters Score -3043283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3043290.500000 Penalty: 3563.671143
	Iteration 58Q: 3 clusters Score -3043290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3043288.750000 Penalty: 3563.671143
	Iteration 59Q: 3 clusters Score -3043289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3043287.500000 Penalty: 3563.671143
	Iteration 60F: 3 clusters Score -3043288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3043286.750000 Penalty: 3563.671143
	Iteration 61Q: 3 clusters Score -3043287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3043286.250000 Penalty: 3563.671143
	Iteration 62Q: 3 clusters Score -3043286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3043287.000000 Penalty: 3563.671143
	Iteration 63Q: 3 clusters Score -3043287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3043285.750000 Penalty: 3563.671143
	Iteration 64Q: 3 clusters Score -3043286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3043293.000000 Penalty: 3563.671143
	Iteration 65Q: 3 clusters Score -3043293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3043291.500000 Penalty: 3563.671143
	Iteration 66Q: 3 clusters Score -3043292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3043290.500000 Penalty: 3563.671143
	Iteration 67Q: 3 clusters Score -3043290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3043291.750000 Penalty: 3563.671143
	Iteration 68Q: 3 clusters Score -3043292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3043289.750000 Penalty: 3563.671143
	Iteration 69Q: 3 clusters Score -3043290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3043295.750000 Penalty: 3563.671143
	Iteration 70Q: 3 clusters Score -3043296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3043300.750000 Penalty: 3563.671143
	Iteration 71Q: 3 clusters Score -3043301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3043300.250000 Penalty: 3563.671143
	Iteration 72Q: 3 clusters Score -3043300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3043300.750000 Penalty: 3563.671143
	Iteration 73Q: 3 clusters Score -3043301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3043297.750000 Penalty: 3563.671143
	Iteration 74Q: 3 clusters Score -3043298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3043299.500000 Penalty: 3563.671143
	Iteration 75Q: 3 clusters Score -3043300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3043300.750000 Penalty: 3563.671143
	Iteration 76Q: 3 clusters Score -3043301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3043299.250000 Penalty: 3563.671143
	Iteration 77Q: 3 clusters Score -3043299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3043301.750000 Penalty: 3563.671143
	Iteration 78Q: 3 clusters Score -3043302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3043300.250000 Penalty: 3563.671143
	Iteration 79Q: 3 clusters Score -3043300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3043300.250000 Penalty: 3563.671143
	Iteration 80F: 3 clusters Score -3043300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Entering Unmasked Estep 
Score: -1591772.125000 Penalty: 1676.709106
	Iteration 0F: 2 clusters Score -1591772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1571274.500000 Penalty: 3353.418213
	Iteration 0F: 3 clusters Score -1571274 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1579074.125000 Penalty: 3353.418213
	Iteration 1F: 3 clusters Score -1579074 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1579526.375000 Penalty: 3353.418213
	Iteration 2Q: 3 clusters Score -1579526 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1580081.750000 Penalty: 3353.418213
	Iteration 3Q: 3 clusters Score -1580082 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1580862.375000 Penalty: 3353.418213
	Iteration 4F: 3 clusters Score -1580862 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1582006.625000 Penalty: 3353.418213
	Iteration 5F: 3 clusters Score -1582007 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1583557.750000 Penalty: 3353.418213
	Iteration 6F: 3 clusters Score -1583558 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1585495.875000 Penalty: 3353.418213
	Iteration 7F: 3 clusters Score -1585496 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1587383.750000 Penalty: 3353.418213
	Iteration 8F: 3 clusters Score -1587384 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1588755.125000 Penalty: 3353.418213
	Iteration 9Q: 3 clusters Score -1588755 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1589535.500000 Penalty: 3353.418213
	Iteration 10Q: 3 clusters Score -1589536 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1589903.000000 Penalty: 3353.418213
	Iteration 11Q: 3 clusters Score -1589903 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1590109.250000 Penalty: 3353.418213
	Iteration 12Q: 3 clusters Score -1590109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1590218.375000 Penalty: 3353.418213
	Iteration 13Q: 3 clusters Score -1590218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1590280.625000 Penalty: 3353.418213
	Iteration 14Q: 3 clusters Score -1590281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1590312.625000 Penalty: 3353.418213
	Iteration 15Q: 3 clusters Score -1590313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1590337.125000 Penalty: 3353.418213
	Iteration 16Q: 3 clusters Score -1590337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1590357.750000 Penalty: 3353.418213
	Iteration 17Q: 3 clusters Score -1590358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1590377.625000 Penalty: 3353.418213
	Iteration 18Q: 3 clusters Score -1590378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1590391.875000 Penalty: 3353.418213
	Iteration 19Q: 3 clusters Score -1590392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1590403.000000 Penalty: 3353.418213
	Iteration 20F: 3 clusters Score -1590403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1590409.500000 Penalty: 3353.418213
	Iteration 21Q: 3 clusters Score -1590410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1590419.750000 Penalty: 3353.418213
	Iteration 22Q: 3 clusters Score -1590420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1590422.500000 Penalty: 3353.418213
	Iteration 23Q: 3 clusters Score -1590422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1590422.500000 Penalty: 3353.418213
	Iteration 24F: 3 clusters Score -1590422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Entering Unmasked Estep 
Score: -219499.140625 Penalty: 1354.858154
	Iteration 0F: 2 clusters Score -219499.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -216031.828125 Penalty: 2709.716309
	Iteration 0F: 3 clusters Score -216031.8 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -216950.109375 Penalty: 2709.716309
	Iteration 1F: 3 clusters Score -216950.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -217101.671875 Penalty: 2709.716309
	Iteration 2F: 3 clusters Score -217101.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -217204.812500 Penalty: 2709.716309
	Iteration 3Q: 3 clusters Score -217204.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -217280.718750 Penalty: 2709.716309
	Iteration 4Q: 3 clusters Score -217280.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -217341.421875 Penalty: 2709.716309
	Iteration 5Q: 3 clusters Score -217341.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -217396.500000 Penalty: 2709.716309
	Iteration 6Q: 3 clusters Score -217396.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -217444.546875 Penalty: 2709.716309
	Iteration 7Q: 3 clusters Score -217444.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -217489.406250 Penalty: 2709.716309
	Iteration 8Q: 3 clusters Score -217489.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -217548.281250 Penalty: 2709.716309
	Iteration 9Q: 3 clusters Score -217548.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -217617.140625 Penalty: 2709.716309
	Iteration 10Q: 3 clusters Score -217617.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -217691.031250 Penalty: 2709.716309
	Iteration 11Q: 3 clusters Score -217691 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -217766.390625 Penalty: 2709.716309
	Iteration 12Q: 3 clusters Score -217766.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -217845.953125 Penalty: 2709.716309
	Iteration 13Q: 3 clusters Score -217846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -217916.000000 Penalty: 2709.716309
	Iteration 14Q: 3 clusters Score -217916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -217976.750000 Penalty: 2709.716309
	Iteration 15Q: 3 clusters Score -217976.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -218025.203125 Penalty: 2709.716309
	Iteration 16Q: 3 clusters Score -218025.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -218066.515625 Penalty: 2709.716309
	Iteration 17Q: 3 clusters Score -218066.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -218096.265625 Penalty: 2709.716309
	Iteration 18Q: 3 clusters Score -218096.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -218123.531250 Penalty: 2709.716309
	Iteration 19Q: 3 clusters Score -218123.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -218149.468750 Penalty: 2709.716309
	Iteration 20F: 3 clusters Score -218149.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -218166.171875 Penalty: 2709.716309
	Iteration 21Q: 3 clusters Score -218166.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -218187.390625 Penalty: 2709.716309
	Iteration 22Q: 3 clusters Score -218187.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -218214.453125 Penalty: 2709.716309
	Iteration 23Q: 3 clusters Score -218214.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -218234.671875 Penalty: 2709.716309
	Iteration 24Q: 3 clusters Score -218234.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -218253.328125 Penalty: 2709.716309
	Iteration 25Q: 3 clusters Score -218253.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -218267.937500 Penalty: 2709.716309
	Iteration 26Q: 3 clusters Score -218267.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -218281.093750 Penalty: 2709.716309
	Iteration 27Q: 3 clusters Score -218281.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -218288.500000 Penalty: 2709.716309
	Iteration 28Q: 3 clusters Score -218288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -218291.312500 Penalty: 2709.716309
	Iteration 29Q: 3 clusters Score -218291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -218291.859375 Penalty: 2709.716309
	Iteration 30Q: 3 clusters Score -218291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -218291.859375 Penalty: 2709.716309
	Iteration 31F: 3 clusters Score -218291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -120674.570312 Penalty: 1263.209106
	Iteration 0F: 2 clusters Score -120674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -118287.367188 Penalty: 2526.418213
	Iteration 0F: 3 clusters Score -118287.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -118818.093750 Penalty: 2526.418213
	Iteration 1F: 3 clusters Score -118818.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -118937.703125 Penalty: 2526.418213
	Iteration 2F: 3 clusters Score -118937.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -118991.718750 Penalty: 2526.418213
	Iteration 3Q: 3 clusters Score -118991.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -119018.531250 Penalty: 2526.418213
	Iteration 4Q: 3 clusters Score -119018.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -119039.218750 Penalty: 2526.418213
	Iteration 5Q: 3 clusters Score -119039.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -119058.476562 Penalty: 2526.418213
	Iteration 6Q: 3 clusters Score -119058.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -119073.242188 Penalty: 2526.418213
	Iteration 7Q: 3 clusters Score -119073.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -119089.304688 Penalty: 2526.418213
	Iteration 8Q: 3 clusters Score -119089.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -119101.773438 Penalty: 2526.418213
	Iteration 9Q: 3 clusters Score -119101.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -119116.476562 Penalty: 2526.418213
	Iteration 10Q: 3 clusters Score -119116.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -119129.054688 Penalty: 2526.418213
	Iteration 11Q: 3 clusters Score -119129.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -119139.921875 Penalty: 2526.418213
	Iteration 12Q: 3 clusters Score -119139.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -119148.445312 Penalty: 2526.418213
	Iteration 13Q: 3 clusters Score -119148.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -119159.742188 Penalty: 2526.418213
	Iteration 14Q: 3 clusters Score -119159.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -119168.140625 Penalty: 2526.418213
	Iteration 15Q: 3 clusters Score -119168.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -119177.140625 Penalty: 2526.418213
	Iteration 16Q: 3 clusters Score -119177.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -119189.437500 Penalty: 2526.418213
	Iteration 17Q: 3 clusters Score -119189.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -119200.476562 Penalty: 2526.418213
	Iteration 18Q: 3 clusters Score -119200.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -119211.382812 Penalty: 2526.418213
	Iteration 19Q: 3 clusters Score -119211.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -119221.523438 Penalty: 2526.418213
	Iteration 20F: 3 clusters Score -119221.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -119235.835938 Penalty: 2526.418213
	Iteration 21Q: 3 clusters Score -119235.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -119253.812500 Penalty: 2526.418213
	Iteration 22Q: 3 clusters Score -119253.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -119269.015625 Penalty: 2526.418213
	Iteration 23Q: 3 clusters Score -119269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -119281.843750 Penalty: 2526.418213
	Iteration 24Q: 3 clusters Score -119281.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -119292.695312 Penalty: 2526.418213
	Iteration 25Q: 3 clusters Score -119292.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -119303.601562 Penalty: 2526.418213
	Iteration 26Q: 3 clusters Score -119303.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -119318.726562 Penalty: 2526.418213
	Iteration 27Q: 3 clusters Score -119318.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -119337.531250 Penalty: 2526.418213
	Iteration 28Q: 3 clusters Score -119337.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -119360.023438 Penalty: 2526.418213
	Iteration 29Q: 3 clusters Score -119360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -119376.328125 Penalty: 2526.418213
	Iteration 30Q: 3 clusters Score -119376.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -119389.398438 Penalty: 2526.418213
	Iteration 31Q: 3 clusters Score -119389.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -119406.765625 Penalty: 2526.418213
	Iteration 32Q: 3 clusters Score -119406.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -119420.296875 Penalty: 2526.418213
	Iteration 33Q: 3 clusters Score -119420.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -119434.195312 Penalty: 2526.418213
	Iteration 34Q: 3 clusters Score -119434.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -119445.289062 Penalty: 2526.418213
	Iteration 35Q: 3 clusters Score -119445.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -119455.500000 Penalty: 2526.418213
	Iteration 36Q: 3 clusters Score -119455.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -119464.609375 Penalty: 2526.418213
	Iteration 37Q: 3 clusters Score -119464.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -119475.492188 Penalty: 2526.418213
	Iteration 38Q: 3 clusters Score -119475.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -119482.312500 Penalty: 2526.418213
	Iteration 39Q: 3 clusters Score -119482.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -119492.648438 Penalty: 2526.418213
	Iteration 40F: 3 clusters Score -119492.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -119507.187500 Penalty: 2526.418213
	Iteration 41Q: 3 clusters Score -119507.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -119519.437500 Penalty: 2526.418213
	Iteration 42Q: 3 clusters Score -119519.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -119531.210938 Penalty: 2526.418213
	Iteration 43Q: 3 clusters Score -119531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -119541.242188 Penalty: 2526.418213
	Iteration 44Q: 3 clusters Score -119541.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -119549.437500 Penalty: 2526.418213
	Iteration 45Q: 3 clusters Score -119549.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -119553.828125 Penalty: 2526.418213
	Iteration 46Q: 3 clusters Score -119553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -119556.148438 Penalty: 2526.418213
	Iteration 47Q: 3 clusters Score -119556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -119556.554688 Penalty: 2526.418213
	Iteration 48Q: 3 clusters Score -119556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -119557.148438 Penalty: 2526.418213
	Iteration 49Q: 3 clusters Score -119557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -119557.710938 Penalty: 2526.418213
	Iteration 50Q: 3 clusters Score -119557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -119559.484375 Penalty: 2526.418213
	Iteration 51Q: 3 clusters Score -119559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -119559.648438 Penalty: 2526.418213
	Iteration 52Q: 3 clusters Score -119559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -119559.648438 Penalty: 2526.418213
	Iteration 53F: 3 clusters Score -119559.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168159 members 
Entering Unmasked Estep 
Score: -8584945.000000 Penalty: 1955.308105
	Iteration 0F: 2 clusters Score -8584945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 83939 members 
Entering Unmasked Estep 
Score: -8472054.000000 Penalty: 3910.616211
	Iteration 0F: 3 clusters Score -8472054 nChanged 81255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -8521026.000000 Penalty: 3910.616211
	Iteration 1F: 3 clusters Score -8521026 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -8522506.000000 Penalty: 3910.616211
	Iteration 2Q: 3 clusters Score -8522506 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -8524725.000000 Penalty: 3910.616211
	Iteration 3Q: 3 clusters Score -8524725 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -8527815.000000 Penalty: 3910.616211
	Iteration 4Q: 3 clusters Score -8527815 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108538 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -8532800.000000 Penalty: 3910.616211
	Iteration 5F: 3 clusters Score -8532800 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -8540314.000000 Penalty: 3910.616211
	Iteration 6F: 3 clusters Score -8540314 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -8550170.000000 Penalty: 3910.616211
	Iteration 7F: 3 clusters Score -8550170 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140661 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -8560174.000000 Penalty: 3910.616211
	Iteration 8F: 3 clusters Score -8560174 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149684 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -8568388.000000 Penalty: 3910.616211
	Iteration 9F: 3 clusters Score -8568388 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156145 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -8574152.000000 Penalty: 3910.616211
	Iteration 10Q: 3 clusters Score -8574152 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160524 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -8577907.000000 Penalty: 3910.616211
	Iteration 11Q: 3 clusters Score -8577907 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163390 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -8580256.000000 Penalty: 3910.616211
	Iteration 12Q: 3 clusters Score -8580256 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165127 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8581568.000000 Penalty: 3910.616211
	Iteration 13Q: 3 clusters Score -8581568 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8582358.000000 Penalty: 3910.616211
	Iteration 14Q: 3 clusters Score -8582358 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166603 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8582802.000000 Penalty: 3910.616211
	Iteration 15Q: 3 clusters Score -8582802 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166857 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8583047.000000 Penalty: 3910.616211
	Iteration 16Q: 3 clusters Score -8583047 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166999 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8583216.000000 Penalty: 3910.616211
	Iteration 17Q: 3 clusters Score -8583216 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167053 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8583310.000000 Penalty: 3910.616211
	Iteration 18Q: 3 clusters Score -8583310 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167090 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8583373.000000 Penalty: 3910.616211
	Iteration 19Q: 3 clusters Score -8583373 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167123 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8583424.000000 Penalty: 3910.616211
	Iteration 20F: 3 clusters Score -8583424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167145 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8583461.000000 Penalty: 3910.616211
	Iteration 21Q: 3 clusters Score -8583461 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167153 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8583501.000000 Penalty: 3910.616211
	Iteration 22Q: 3 clusters Score -8583501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167159 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8583526.000000 Penalty: 3910.616211
	Iteration 23Q: 3 clusters Score -8583526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167161 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8583538.000000 Penalty: 3910.616211
	Iteration 24Q: 3 clusters Score -8583538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167159 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8583559.000000 Penalty: 3910.616211
	Iteration 25Q: 3 clusters Score -8583559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167159 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8583563.000000 Penalty: 3910.616211
	Iteration 26Q: 3 clusters Score -8583563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167159 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8583559.000000 Penalty: 3910.616211
	Iteration 27Q: 3 clusters Score -8583559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167158 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8583589.000000 Penalty: 3910.616211
	Iteration 28Q: 3 clusters Score -8583589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167159 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8583600.000000 Penalty: 3910.616211
	Iteration 29Q: 3 clusters Score -8583600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167159 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8583605.000000 Penalty: 3910.616211
	Iteration 30Q: 3 clusters Score -8583605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167154 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8583616.000000 Penalty: 3910.616211
	Iteration 31Q: 3 clusters Score -8583616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167152 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8583620.000000 Penalty: 3910.616211
	Iteration 32Q: 3 clusters Score -8583620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167147 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8583623.000000 Penalty: 3910.616211
	Iteration 33Q: 3 clusters Score -8583623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167150 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8583619.000000 Penalty: 3910.616211
	Iteration 34Q: 3 clusters Score -8583619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167145 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8583631.000000 Penalty: 3910.616211
	Iteration 35Q: 3 clusters Score -8583631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8583638.000000 Penalty: 3910.616211
	Iteration 36Q: 3 clusters Score -8583638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167140 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8583639.000000 Penalty: 3910.616211
	Iteration 37Q: 3 clusters Score -8583639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167140 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8583639.000000 Penalty: 3910.616211
	Iteration 38Q: 3 clusters Score -8583639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167141 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8583637.000000 Penalty: 3910.616211
	Iteration 39Q: 3 clusters Score -8583637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167140 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8583639.000000 Penalty: 3910.616211
	Iteration 40F: 3 clusters Score -8583639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167141 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8583640.000000 Penalty: 3910.616211
	Iteration 41Q: 3 clusters Score -8583640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167140 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8583643.000000 Penalty: 3910.616211
	Iteration 42Q: 3 clusters Score -8583643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167140 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8583643.000000 Penalty: 3910.616211
	Iteration 43F: 3 clusters Score -8583643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Entering Unmasked Estep 
Score: -2590770.250000 Penalty: 1754.891235
	Iteration 0F: 2 clusters Score -2590770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -2557982.250000 Penalty: 3509.782471
	Iteration 0F: 3 clusters Score -2557982 nChanged 23048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2570811.750000 Penalty: 3509.782471
	Iteration 1F: 3 clusters Score -2570812 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2571194.000000 Penalty: 3509.782471
	Iteration 2Q: 3 clusters Score -2571194 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -2571535.250000 Penalty: 3509.782471
	Iteration 3Q: 3 clusters Score -2571535 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -2571882.250000 Penalty: 3509.782471
	Iteration 4Q: 3 clusters Score -2571882 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -2572239.000000 Penalty: 3509.782471
	Iteration 5Q: 3 clusters Score -2572239 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2572626.750000 Penalty: 3509.782471
	Iteration 6Q: 3 clusters Score -2572627 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -2573120.000000 Penalty: 3509.782471
	Iteration 7Q: 3 clusters Score -2573120 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -2573758.000000 Penalty: 3509.782471
	Iteration 8Q: 3 clusters Score -2573758 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -2574722.000000 Penalty: 3509.782471
	Iteration 9Q: 3 clusters Score -2574722 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -2576369.750000 Penalty: 3509.782471
	Iteration 10F: 3 clusters Score -2576370 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -2578805.250000 Penalty: 3509.782471
	Iteration 11F: 3 clusters Score -2578805 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -2581501.250000 Penalty: 3509.782471
	Iteration 12F: 3 clusters Score -2581501 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -2583296.000000 Penalty: 3509.782471
	Iteration 13Q: 3 clusters Score -2583296 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -2584326.750000 Penalty: 3509.782471
	Iteration 14Q: 3 clusters Score -2584327 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -2584956.250000 Penalty: 3509.782471
	Iteration 15Q: 3 clusters Score -2584956 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -2585505.000000 Penalty: 3509.782471
	Iteration 16Q: 3 clusters Score -2585505 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -2585984.000000 Penalty: 3509.782471
	Iteration 17Q: 3 clusters Score -2585984 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -2586384.000000 Penalty: 3509.782471
	Iteration 18Q: 3 clusters Score -2586384 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -2586748.500000 Penalty: 3509.782471
	Iteration 19Q: 3 clusters Score -2586748 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -2587102.000000 Penalty: 3509.782471
	Iteration 20F: 3 clusters Score -2587102 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -2587385.750000 Penalty: 3509.782471
	Iteration 21Q: 3 clusters Score -2587386 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -2587626.750000 Penalty: 3509.782471
	Iteration 22Q: 3 clusters Score -2587627 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -2587852.250000 Penalty: 3509.782471
	Iteration 23Q: 3 clusters Score -2587852 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -2588063.000000 Penalty: 3509.782471
	Iteration 24Q: 3 clusters Score -2588063 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -2588259.500000 Penalty: 3509.782471
	Iteration 25Q: 3 clusters Score -2588260 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -2588409.000000 Penalty: 3509.782471
	Iteration 26Q: 3 clusters Score -2588409 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -2588536.500000 Penalty: 3509.782471
	Iteration 27Q: 3 clusters Score -2588536 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -2588661.250000 Penalty: 3509.782471
	Iteration 28Q: 3 clusters Score -2588661 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -2588761.500000 Penalty: 3509.782471
	Iteration 29Q: 3 clusters Score -2588762 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -2588824.250000 Penalty: 3509.782471
	Iteration 30Q: 3 clusters Score -2588824 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -2588886.250000 Penalty: 3509.782471
	Iteration 31Q: 3 clusters Score -2588886 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -2588931.750000 Penalty: 3509.782471
	Iteration 32Q: 3 clusters Score -2588932 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -2588987.000000 Penalty: 3509.782471
	Iteration 33Q: 3 clusters Score -2588987 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -2589029.000000 Penalty: 3509.782471
	Iteration 34Q: 3 clusters Score -2589029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -2589057.750000 Penalty: 3509.782471
	Iteration 35Q: 3 clusters Score -2589058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -2589081.500000 Penalty: 3509.782471
	Iteration 36Q: 3 clusters Score -2589082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -2589108.000000 Penalty: 3509.782471
	Iteration 37Q: 3 clusters Score -2589108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -2589126.250000 Penalty: 3509.782471
	Iteration 38Q: 3 clusters Score -2589126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -2589141.500000 Penalty: 3509.782471
	Iteration 39Q: 3 clusters Score -2589142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -2589163.500000 Penalty: 3509.782471
	Iteration 40F: 3 clusters Score -2589164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -2589174.500000 Penalty: 3509.782471
	Iteration 41Q: 3 clusters Score -2589174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -2589192.750000 Penalty: 3509.782471
	Iteration 42Q: 3 clusters Score -2589193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -2589205.250000 Penalty: 3509.782471
	Iteration 43Q: 3 clusters Score -2589205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -2589213.750000 Penalty: 3509.782471
	Iteration 44Q: 3 clusters Score -2589214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -2589214.250000 Penalty: 3509.782471
	Iteration 45Q: 3 clusters Score -2589214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -2589218.000000 Penalty: 3509.782471
	Iteration 46Q: 3 clusters Score -2589218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -2589221.500000 Penalty: 3509.782471
	Iteration 47Q: 3 clusters Score -2589222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -2589222.000000 Penalty: 3509.782471
	Iteration 48Q: 3 clusters Score -2589222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -2589225.000000 Penalty: 3509.782471
	Iteration 49Q: 3 clusters Score -2589225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -2589232.750000 Penalty: 3509.782471
	Iteration 50Q: 3 clusters Score -2589233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -2589231.000000 Penalty: 3509.782471
	Iteration 51Q: 3 clusters Score -2589231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -2589231.250000 Penalty: 3509.782471
	Iteration 52Q: 3 clusters Score -2589231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -2589235.750000 Penalty: 3509.782471
	Iteration 53Q: 3 clusters Score -2589236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -2589235.500000 Penalty: 3509.782471
	Iteration 54Q: 3 clusters Score -2589236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -2589240.000000 Penalty: 3509.782471
	Iteration 55Q: 3 clusters Score -2589240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -2589246.750000 Penalty: 3509.782471
	Iteration 56Q: 3 clusters Score -2589247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -2589252.750000 Penalty: 3509.782471
	Iteration 57Q: 3 clusters Score -2589253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -2589255.250000 Penalty: 3509.782471
	Iteration 58Q: 3 clusters Score -2589255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -2589255.250000 Penalty: 3509.782471
	Iteration 59F: 3 clusters Score -2589255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 5 contains 9165 members 
Mstep: Class 7 contains 2864 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29773 members 
Mstep: Class 13 contains 44854 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168159 members 
Mstep: Class 20 contains 48988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833116.000000 Penalty: 25233.794922
Iteration 319Q: 13 clusters Score -2.083312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 5 contains 9165 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29775 members 
Mstep: Class 13 contains 44863 members 
Mstep: Class 14 contains 57822 members 
Mstep: Class 15 contains 30279 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168154 members 
Mstep: Class 20 contains 48988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833110.000000 Penalty: 25233.794922
Iteration 320F: 13 clusters Score -2.083311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 5 contains 9165 members 
Mstep: Class 7 contains 2857 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29774 members 
Mstep: Class 13 contains 44874 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 15 contains 30278 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168150 members 
Mstep: Class 20 contains 48987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833116.000000 Penalty: 25233.794922
Iteration 321Q: 13 clusters Score -2.083312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14662 members 
Mstep: Class 5 contains 9164 members 
Mstep: Class 7 contains 2852 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44885 members 
Mstep: Class 14 contains 57822 members 
Mstep: Class 15 contains 30277 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168146 members 
Mstep: Class 20 contains 48986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833136.000000 Penalty: 25233.794922
Iteration 322Q: 13 clusters Score -2.083314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14663 members 
Mstep: Class 5 contains 9164 members 
Mstep: Class 7 contains 2850 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44897 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30276 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168135 members 
Mstep: Class 20 contains 48986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833134.000000 Penalty: 25233.794922
Iteration 323Q: 13 clusters Score -2.083313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 5 contains 9164 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44903 members 
Mstep: Class 14 contains 57824 members 
Mstep: Class 15 contains 30275 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168129 members 
Mstep: Class 20 contains 48985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833120.000000 Penalty: 25233.794922
Iteration 324Q: 13 clusters Score -2.083312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 5 contains 9164 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44910 members 
Mstep: Class 14 contains 57825 members 
Mstep: Class 15 contains 30275 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168119 members 
Mstep: Class 20 contains 48986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833116.000000 Penalty: 25233.794922
Iteration 325Q: 13 clusters Score -2.083312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 5 contains 9165 members 
Mstep: Class 7 contains 2845 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 13 contains 44914 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30276 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168115 members 
Mstep: Class 20 contains 48987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833118.000000 Penalty: 25233.794922
Iteration 326Q: 13 clusters Score -2.083312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 5 contains 9165 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29773 members 
Mstep: Class 13 contains 44920 members 
Mstep: Class 14 contains 57822 members 
Mstep: Class 15 contains 30275 members 
Mstep: Class 16 contains 4181 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168108 members 
Mstep: Class 20 contains 48989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833116.000000 Penalty: 25233.794922
Iteration 327Q: 13 clusters Score -2.083312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 5 contains 9165 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29774 members 
Mstep: Class 13 contains 44924 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30274 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168105 members 
Mstep: Class 20 contains 48987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833104.000000 Penalty: 25233.794922
Iteration 328Q: 13 clusters Score -2.08331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 5 contains 9166 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44926 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30274 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168103 members 
Mstep: Class 20 contains 48984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833110.000000 Penalty: 25233.794922
Iteration 329Q: 13 clusters Score -2.083311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44925 members 
Mstep: Class 14 contains 57822 members 
Mstep: Class 15 contains 30274 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168103 members 
Mstep: Class 20 contains 48984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833114.000000 Penalty: 25233.794922
Iteration 330Q: 13 clusters Score -2.083311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 44928 members 
Mstep: Class 14 contains 57822 members 
Mstep: Class 15 contains 30274 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168100 members 
Mstep: Class 20 contains 48983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833134.000000 Penalty: 25233.794922
Iteration 331Q: 13 clusters Score -2.083313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44931 members 
Mstep: Class 14 contains 57824 members 
Mstep: Class 15 contains 30274 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168095 members 
Mstep: Class 20 contains 48983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833110.000000 Penalty: 25233.794922
Iteration 332Q: 13 clusters Score -2.083311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44935 members 
Mstep: Class 14 contains 57824 members 
Mstep: Class 15 contains 30274 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168090 members 
Mstep: Class 20 contains 48984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833110.000000 Penalty: 25233.794922
Iteration 333Q: 13 clusters Score -2.083311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44938 members 
Mstep: Class 14 contains 57824 members 
Mstep: Class 15 contains 30274 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168090 members 
Mstep: Class 20 contains 48982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833116.000000 Penalty: 25233.794922
Iteration 334Q: 13 clusters Score -2.083312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44941 members 
Mstep: Class 14 contains 57823 members 
Mstep: Class 15 contains 30273 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168087 members 
Mstep: Class 20 contains 48984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833118.000000 Penalty: 25233.794922
Iteration 335Q: 13 clusters Score -2.083312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44943 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 15 contains 30273 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168086 members 
Mstep: Class 20 contains 48985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833112.000000 Penalty: 25233.794922
Iteration 336Q: 13 clusters Score -2.083311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44943 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 15 contains 30273 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168086 members 
Mstep: Class 20 contains 48985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833112.000000 Penalty: 25233.794922
Iteration 337F: 13 clusters Score -2.083311e+07 nChanged 0
Entering ConstructFrom: 
Score: -20833112.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (14666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Entering Unmasked Estep 
Score: -776912.375000 Penalty: 1558.909180
	Iteration 0F: 2 clusters Score -776912.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -766669.937500 Penalty: 3117.818359
	Iteration 0F: 3 clusters Score -766669.9 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -770473.437500 Penalty: 3117.818359
	Iteration 1F: 3 clusters Score -770473.4 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -770989.250000 Penalty: 3117.818359
	Iteration 2F: 3 clusters Score -770989.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -771493.500000 Penalty: 3117.818359
	Iteration 3F: 3 clusters Score -771493.5 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -771965.375000 Penalty: 3117.818359
	Iteration 4F: 3 clusters Score -771965.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -772409.250000 Penalty: 3117.818359
	Iteration 5F: 3 clusters Score -772409.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -772842.437500 Penalty: 3117.818359
	Iteration 6F: 3 clusters Score -772842.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -773264.687500 Penalty: 3117.818359
	Iteration 7Q: 3 clusters Score -773264.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -773654.562500 Penalty: 3117.818359
	Iteration 8Q: 3 clusters Score -773654.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -773947.750000 Penalty: 3117.818359
	Iteration 9Q: 3 clusters Score -773947.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -774161.937500 Penalty: 3117.818359
	Iteration 10Q: 3 clusters Score -774161.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -774300.062500 Penalty: 3117.818359
	Iteration 11Q: 3 clusters Score -774300.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -774381.812500 Penalty: 3117.818359
	Iteration 12Q: 3 clusters Score -774381.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -774437.187500 Penalty: 3117.818359
	Iteration 13Q: 3 clusters Score -774437.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -774485.750000 Penalty: 3117.818359
	Iteration 14Q: 3 clusters Score -774485.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -774521.312500 Penalty: 3117.818359
	Iteration 15Q: 3 clusters Score -774521.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -774551.125000 Penalty: 3117.818359
	Iteration 16Q: 3 clusters Score -774551.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -774575.812500 Penalty: 3117.818359
	Iteration 17Q: 3 clusters Score -774575.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -774599.125000 Penalty: 3117.818359
	Iteration 18Q: 3 clusters Score -774599.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -774624.187500 Penalty: 3117.818359
	Iteration 19Q: 3 clusters Score -774624.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -774638.750000 Penalty: 3117.818359
	Iteration 20F: 3 clusters Score -774638.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -774657.187500 Penalty: 3117.818359
	Iteration 21Q: 3 clusters Score -774657.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -774675.812500 Penalty: 3117.818359
	Iteration 22Q: 3 clusters Score -774675.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -774693.562500 Penalty: 3117.818359
	Iteration 23Q: 3 clusters Score -774693.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -774710.312500 Penalty: 3117.818359
	Iteration 24Q: 3 clusters Score -774710.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -774722.312500 Penalty: 3117.818359
	Iteration 25Q: 3 clusters Score -774722.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -774736.750000 Penalty: 3117.818359
	Iteration 26Q: 3 clusters Score -774736.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -774745.062500 Penalty: 3117.818359
	Iteration 27Q: 3 clusters Score -774745.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -774755.500000 Penalty: 3117.818359
	Iteration 28Q: 3 clusters Score -774755.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -774761.187500 Penalty: 3117.818359
	Iteration 29Q: 3 clusters Score -774761.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -774770.750000 Penalty: 3117.818359
	Iteration 30Q: 3 clusters Score -774770.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -774778.875000 Penalty: 3117.818359
	Iteration 31Q: 3 clusters Score -774778.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -774794.375000 Penalty: 3117.818359
	Iteration 32Q: 3 clusters Score -774794.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -774800.312500 Penalty: 3117.818359
	Iteration 33Q: 3 clusters Score -774800.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -774809.812500 Penalty: 3117.818359
	Iteration 34Q: 3 clusters Score -774809.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -774824.375000 Penalty: 3117.818359
	Iteration 35Q: 3 clusters Score -774824.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -774833.750000 Penalty: 3117.818359
	Iteration 36Q: 3 clusters Score -774833.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -774846.625000 Penalty: 3117.818359
	Iteration 37Q: 3 clusters Score -774846.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -774862.437500 Penalty: 3117.818359
	Iteration 38Q: 3 clusters Score -774862.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -774876.062500 Penalty: 3117.818359
	Iteration 39Q: 3 clusters Score -774876.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -774894.125000 Penalty: 3117.818359
	Iteration 40F: 3 clusters Score -774894.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -774908.375000 Penalty: 3117.818359
	Iteration 41Q: 3 clusters Score -774908.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -774925.187500 Penalty: 3117.818359
	Iteration 42Q: 3 clusters Score -774925.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -774941.687500 Penalty: 3117.818359
	Iteration 43Q: 3 clusters Score -774941.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -774964.187500 Penalty: 3117.818359
	Iteration 44Q: 3 clusters Score -774964.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -774982.000000 Penalty: 3117.818359
	Iteration 45Q: 3 clusters Score -774982 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -775003.875000 Penalty: 3117.818359
	Iteration 46Q: 3 clusters Score -775003.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -775018.312500 Penalty: 3117.818359
	Iteration 47Q: 3 clusters Score -775018.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -775032.000000 Penalty: 3117.818359
	Iteration 48Q: 3 clusters Score -775032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -775042.125000 Penalty: 3117.818359
	Iteration 49Q: 3 clusters Score -775042.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -775051.875000 Penalty: 3117.818359
	Iteration 50Q: 3 clusters Score -775051.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -775066.187500 Penalty: 3117.818359
	Iteration 51Q: 3 clusters Score -775066.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -775079.875000 Penalty: 3117.818359
	Iteration 52Q: 3 clusters Score -775079.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -775095.000000 Penalty: 3117.818359
	Iteration 53Q: 3 clusters Score -775095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -775109.562500 Penalty: 3117.818359
	Iteration 54Q: 3 clusters Score -775109.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -775125.375000 Penalty: 3117.818359
	Iteration 55Q: 3 clusters Score -775125.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -775144.187500 Penalty: 3117.818359
	Iteration 56Q: 3 clusters Score -775144.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -775169.625000 Penalty: 3117.818359
	Iteration 57Q: 3 clusters Score -775169.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -775191.062500 Penalty: 3117.818359
	Iteration 58Q: 3 clusters Score -775191.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -775211.312500 Penalty: 3117.818359
	Iteration 59Q: 3 clusters Score -775211.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -775231.562500 Penalty: 3117.818359
	Iteration 60F: 3 clusters Score -775231.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -775258.687500 Penalty: 3117.818359
	Iteration 61Q: 3 clusters Score -775258.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -775283.500000 Penalty: 3117.818359
	Iteration 62Q: 3 clusters Score -775283.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -775306.500000 Penalty: 3117.818359
	Iteration 63Q: 3 clusters Score -775306.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -775330.750000 Penalty: 3117.818359
	Iteration 64Q: 3 clusters Score -775330.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -775357.875000 Penalty: 3117.818359
	Iteration 65Q: 3 clusters Score -775357.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -775394.000000 Penalty: 3117.818359
	Iteration 66Q: 3 clusters Score -775394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -775420.062500 Penalty: 3117.818359
	Iteration 67Q: 3 clusters Score -775420.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -775441.750000 Penalty: 3117.818359
	Iteration 68Q: 3 clusters Score -775441.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -775458.937500 Penalty: 3117.818359
	Iteration 69Q: 3 clusters Score -775458.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -775482.250000 Penalty: 3117.818359
	Iteration 70Q: 3 clusters Score -775482.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -775503.437500 Penalty: 3117.818359
	Iteration 71Q: 3 clusters Score -775503.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -775529.125000 Penalty: 3117.818359
	Iteration 72Q: 3 clusters Score -775529.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -775552.375000 Penalty: 3117.818359
	Iteration 73Q: 3 clusters Score -775552.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -775576.312500 Penalty: 3117.818359
	Iteration 74Q: 3 clusters Score -775576.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -775598.500000 Penalty: 3117.818359
	Iteration 75Q: 3 clusters Score -775598.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -775625.125000 Penalty: 3117.818359
	Iteration 76Q: 3 clusters Score -775625.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -775647.687500 Penalty: 3117.818359
	Iteration 77Q: 3 clusters Score -775647.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -775668.000000 Penalty: 3117.818359
	Iteration 78Q: 3 clusters Score -775668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -775690.500000 Penalty: 3117.818359
	Iteration 79Q: 3 clusters Score -775690.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -775709.687500 Penalty: 3117.818359
	Iteration 80F: 3 clusters Score -775709.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -775721.250000 Penalty: 3117.818359
	Iteration 81Q: 3 clusters Score -775721.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -775742.312500 Penalty: 3117.818359
	Iteration 82Q: 3 clusters Score -775742.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -775756.812500 Penalty: 3117.818359
	Iteration 83Q: 3 clusters Score -775756.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -775771.750000 Penalty: 3117.818359
	Iteration 84Q: 3 clusters Score -775771.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -775781.312500 Penalty: 3117.818359
	Iteration 85Q: 3 clusters Score -775781.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -775791.687500 Penalty: 3117.818359
	Iteration 86Q: 3 clusters Score -775791.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -775803.500000 Penalty: 3117.818359
	Iteration 87Q: 3 clusters Score -775803.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -775818.687500 Penalty: 3117.818359
	Iteration 88Q: 3 clusters Score -775818.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -775830.250000 Penalty: 3117.818359
	Iteration 89Q: 3 clusters Score -775830.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -775842.437500 Penalty: 3117.818359
	Iteration 90Q: 3 clusters Score -775842.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -775852.062500 Penalty: 3117.818359
	Iteration 91Q: 3 clusters Score -775852.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -775865.250000 Penalty: 3117.818359
	Iteration 92Q: 3 clusters Score -775865.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -775874.312500 Penalty: 3117.818359
	Iteration 93Q: 3 clusters Score -775874.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -775877.625000 Penalty: 3117.818359
	Iteration 94Q: 3 clusters Score -775877.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -775882.875000 Penalty: 3117.818359
	Iteration 95Q: 3 clusters Score -775882.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -775882.875000 Penalty: 3117.818359
	Iteration 96Q: 3 clusters Score -775882.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -775887.875000 Penalty: 3117.818359
	Iteration 97Q: 3 clusters Score -775887.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -775889.687500 Penalty: 3117.818359
	Iteration 98Q: 3 clusters Score -775889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -775892.187500 Penalty: 3117.818359
	Iteration 99Q: 3 clusters Score -775892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -775894.875000 Penalty: 3117.818359
	Iteration 100F: 3 clusters Score -775894.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -775896.750000 Penalty: 3117.818359
	Iteration 101Q: 3 clusters Score -775896.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -775898.750000 Penalty: 3117.818359
	Iteration 102Q: 3 clusters Score -775898.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -775900.750000 Penalty: 3117.818359
	Iteration 103Q: 3 clusters Score -775900.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -775901.687500 Penalty: 3117.818359
	Iteration 104Q: 3 clusters Score -775901.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -775907.125000 Penalty: 3117.818359
	Iteration 105Q: 3 clusters Score -775907.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -775911.125000 Penalty: 3117.818359
	Iteration 106Q: 3 clusters Score -775911.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -775913.187500 Penalty: 3117.818359
	Iteration 107Q: 3 clusters Score -775913.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -775919.750000 Penalty: 3117.818359
	Iteration 108Q: 3 clusters Score -775919.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -775922.687500 Penalty: 3117.818359
	Iteration 109Q: 3 clusters Score -775922.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -775922.937500 Penalty: 3117.818359
	Iteration 110Q: 3 clusters Score -775922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -775924.625000 Penalty: 3117.818359
	Iteration 111Q: 3 clusters Score -775924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -775926.125000 Penalty: 3117.818359
	Iteration 112Q: 3 clusters Score -775926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -775926.875000 Penalty: 3117.818359
	Iteration 113Q: 3 clusters Score -775926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -775926.875000 Penalty: 3117.818359
	Iteration 114F: 3 clusters Score -775926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Entering Unmasked Estep 
Score: -444189.500000 Penalty: 1482.564575
	Iteration 0F: 2 clusters Score -444189.5 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 4601 members 
Entering Unmasked Estep 
Score: -437560.375000 Penalty: 2965.129150
	Iteration 0F: 3 clusters Score -437560.4 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -439667.968750 Penalty: 2965.129150
	Iteration 1F: 3 clusters Score -439668 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -439921.906250 Penalty: 2965.129150
	Iteration 2F: 3 clusters Score -439921.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -440292.437500 Penalty: 2965.129150
	Iteration 3F: 3 clusters Score -440292.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -440911.812500 Penalty: 2965.129150
	Iteration 4F: 3 clusters Score -440911.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -441747.406250 Penalty: 2965.129150
	Iteration 5F: 3 clusters Score -441747.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -442704.656250 Penalty: 2965.129150
	Iteration 6F: 3 clusters Score -442704.7 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -443452.250000 Penalty: 2965.129150
	Iteration 7F: 3 clusters Score -443452.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -443900.875000 Penalty: 2965.129150
	Iteration 8F: 3 clusters Score -443900.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -444102.531250 Penalty: 2965.129150
	Iteration 9Q: 3 clusters Score -444102.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -444188.062500 Penalty: 2965.129150
	Iteration 10Q: 3 clusters Score -444188.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -444219.406250 Penalty: 2965.129150
	Iteration 11Q: 3 clusters Score -444219.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -444232.875000 Penalty: 2965.129150
	Iteration 12Q: 3 clusters Score -444232.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -444240.218750 Penalty: 2965.129150
	Iteration 13Q: 3 clusters Score -444240.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -444244.656250 Penalty: 2965.129150
	Iteration 14Q: 3 clusters Score -444244.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -444252.343750 Penalty: 2965.129150
	Iteration 15Q: 3 clusters Score -444252.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -444258.000000 Penalty: 2965.129150
	Iteration 16Q: 3 clusters Score -444258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -444261.562500 Penalty: 2965.129150
	Iteration 17Q: 3 clusters Score -444261.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -444263.937500 Penalty: 2965.129150
	Iteration 18Q: 3 clusters Score -444263.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -444265.468750 Penalty: 2965.129150
	Iteration 19Q: 3 clusters Score -444265.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -444267.875000 Penalty: 2965.129150
	Iteration 20F: 3 clusters Score -444267.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -444269.687500 Penalty: 2965.129150
	Iteration 21Q: 3 clusters Score -444269.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -444271.687500 Penalty: 2965.129150
	Iteration 22Q: 3 clusters Score -444271.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -444272.906250 Penalty: 2965.129150
	Iteration 23Q: 3 clusters Score -444272.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -444274.343750 Penalty: 2965.129150
	Iteration 24Q: 3 clusters Score -444274.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -444276.125000 Penalty: 2965.129150
	Iteration 25Q: 3 clusters Score -444276.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -444278.062500 Penalty: 2965.129150
	Iteration 26Q: 3 clusters Score -444278.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -444279.250000 Penalty: 2965.129150
	Iteration 27Q: 3 clusters Score -444279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -444279.656250 Penalty: 2965.129150
	Iteration 28Q: 3 clusters Score -444279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -444280.125000 Penalty: 2965.129150
	Iteration 29Q: 3 clusters Score -444280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -444279.562500 Penalty: 2965.129150
	Iteration 30Q: 3 clusters Score -444279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -444279.687500 Penalty: 2965.129150
	Iteration 31Q: 3 clusters Score -444279.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -444280.031250 Penalty: 2965.129150
	Iteration 32Q: 3 clusters Score -444280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -444280.031250 Penalty: 2965.129150
	Iteration 33F: 3 clusters Score -444280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 5 contains 6402 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 44943 members 
Mstep: Class 14 contains 57821 members 
Mstep: Class 15 contains 30273 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 19 contains 168086 members 
Mstep: Class 20 contains 48985 members 
Entering Unmasked Estep 
Score: -20832558.000000 Penalty: 27336.611328
Splitting cluster 5 changes total score from -20833112.000000 to -20832558.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -153943.109375 Penalty: 1292.185669
	Iteration 0F: 2 clusters Score -153943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -151329.531250 Penalty: 2584.371338
	Iteration 0F: 3 clusters Score -151329.5 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -151994.656250 Penalty: 2584.371338
	Iteration 1F: 3 clusters Score -151994.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -152144.000000 Penalty: 2584.371338
	Iteration 2F: 3 clusters Score -152144 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -152230.421875 Penalty: 2584.371338
	Iteration 3Q: 3 clusters Score -152230.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -152298.921875 Penalty: 2584.371338
	Iteration 4Q: 3 clusters Score -152298.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -152350.000000 Penalty: 2584.371338
	Iteration 5Q: 3 clusters Score -152350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -152390.734375 Penalty: 2584.371338
	Iteration 6Q: 3 clusters Score -152390.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -152429.515625 Penalty: 2584.371338
	Iteration 7Q: 3 clusters Score -152429.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -152465.468750 Penalty: 2584.371338
	Iteration 8Q: 3 clusters Score -152465.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -152489.218750 Penalty: 2584.371338
	Iteration 9Q: 3 clusters Score -152489.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -152509.468750 Penalty: 2584.371338
	Iteration 10Q: 3 clusters Score -152509.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -152530.062500 Penalty: 2584.371338
	Iteration 11Q: 3 clusters Score -152530.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -152545.734375 Penalty: 2584.371338
	Iteration 12Q: 3 clusters Score -152545.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -152563.734375 Penalty: 2584.371338
	Iteration 13Q: 3 clusters Score -152563.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -152582.031250 Penalty: 2584.371338
	Iteration 14Q: 3 clusters Score -152582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -152600.812500 Penalty: 2584.371338
	Iteration 15Q: 3 clusters Score -152600.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -152617.406250 Penalty: 2584.371338
	Iteration 16Q: 3 clusters Score -152617.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -152628.031250 Penalty: 2584.371338
	Iteration 17Q: 3 clusters Score -152628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -152635.781250 Penalty: 2584.371338
	Iteration 18Q: 3 clusters Score -152635.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -152647.906250 Penalty: 2584.371338
	Iteration 19Q: 3 clusters Score -152647.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -152660.218750 Penalty: 2584.371338
	Iteration 20F: 3 clusters Score -152660.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -152672.187500 Penalty: 2584.371338
	Iteration 21Q: 3 clusters Score -152672.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -152686.078125 Penalty: 2584.371338
	Iteration 22Q: 3 clusters Score -152686.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -152694.843750 Penalty: 2584.371338
	Iteration 23Q: 3 clusters Score -152694.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -152702.765625 Penalty: 2584.371338
	Iteration 24Q: 3 clusters Score -152702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -152712.031250 Penalty: 2584.371338
	Iteration 25Q: 3 clusters Score -152712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -152720.843750 Penalty: 2584.371338
	Iteration 26Q: 3 clusters Score -152720.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -152729.484375 Penalty: 2584.371338
	Iteration 27Q: 3 clusters Score -152729.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -152739.078125 Penalty: 2584.371338
	Iteration 28Q: 3 clusters Score -152739.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -152747.000000 Penalty: 2584.371338
	Iteration 29Q: 3 clusters Score -152747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -152752.609375 Penalty: 2584.371338
	Iteration 30Q: 3 clusters Score -152752.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -152758.703125 Penalty: 2584.371338
	Iteration 31Q: 3 clusters Score -152758.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -152764.890625 Penalty: 2584.371338
	Iteration 32Q: 3 clusters Score -152764.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -152768.171875 Penalty: 2584.371338
	Iteration 33Q: 3 clusters Score -152768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -152770.812500 Penalty: 2584.371338
	Iteration 34Q: 3 clusters Score -152770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -152771.890625 Penalty: 2584.371338
	Iteration 35Q: 3 clusters Score -152771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -152775.000000 Penalty: 2584.371338
	Iteration 36Q: 3 clusters Score -152775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -152775.953125 Penalty: 2584.371338
	Iteration 37Q: 3 clusters Score -152776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -152775.953125 Penalty: 2584.371338
	Iteration 38F: 3 clusters Score -152776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -196501.125000 Penalty: 1334.982422
	Iteration 0F: 2 clusters Score -196501.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -193328.890625 Penalty: 2669.964844
	Iteration 0F: 3 clusters Score -193328.9 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -194122.984375 Penalty: 2669.964844
	Iteration 1F: 3 clusters Score -194123 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -194273.500000 Penalty: 2669.964844
	Iteration 2F: 3 clusters Score -194273.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -194345.531250 Penalty: 2669.964844
	Iteration 3Q: 3 clusters Score -194345.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -194388.921875 Penalty: 2669.964844
	Iteration 4Q: 3 clusters Score -194388.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -194429.546875 Penalty: 2669.964844
	Iteration 5Q: 3 clusters Score -194429.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -194456.187500 Penalty: 2669.964844
	Iteration 6Q: 3 clusters Score -194456.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -194475.656250 Penalty: 2669.964844
	Iteration 7Q: 3 clusters Score -194475.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -194490.656250 Penalty: 2669.964844
	Iteration 8Q: 3 clusters Score -194490.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -194503.359375 Penalty: 2669.964844
	Iteration 9Q: 3 clusters Score -194503.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -194512.531250 Penalty: 2669.964844
	Iteration 10Q: 3 clusters Score -194512.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -194520.859375 Penalty: 2669.964844
	Iteration 11Q: 3 clusters Score -194520.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -194526.109375 Penalty: 2669.964844
	Iteration 12Q: 3 clusters Score -194526.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -194533.093750 Penalty: 2669.964844
	Iteration 13Q: 3 clusters Score -194533.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -194540.015625 Penalty: 2669.964844
	Iteration 14Q: 3 clusters Score -194540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -194545.625000 Penalty: 2669.964844
	Iteration 15Q: 3 clusters Score -194545.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -194548.921875 Penalty: 2669.964844
	Iteration 16Q: 3 clusters Score -194548.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -194552.609375 Penalty: 2669.964844
	Iteration 17Q: 3 clusters Score -194552.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -194555.171875 Penalty: 2669.964844
	Iteration 18Q: 3 clusters Score -194555.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -194558.593750 Penalty: 2669.964844
	Iteration 19Q: 3 clusters Score -194558.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -194561.078125 Penalty: 2669.964844
	Iteration 20F: 3 clusters Score -194561.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -194565.328125 Penalty: 2669.964844
	Iteration 21Q: 3 clusters Score -194565.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -194569.546875 Penalty: 2669.964844
	Iteration 22Q: 3 clusters Score -194569.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -194575.171875 Penalty: 2669.964844
	Iteration 23Q: 3 clusters Score -194575.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -194577.718750 Penalty: 2669.964844
	Iteration 24Q: 3 clusters Score -194577.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -194580.968750 Penalty: 2669.964844
	Iteration 25Q: 3 clusters Score -194581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -194583.953125 Penalty: 2669.964844
	Iteration 26Q: 3 clusters Score -194584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -194588.593750 Penalty: 2669.964844
	Iteration 27Q: 3 clusters Score -194588.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -194591.828125 Penalty: 2669.964844
	Iteration 28Q: 3 clusters Score -194591.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -194594.703125 Penalty: 2669.964844
	Iteration 29Q: 3 clusters Score -194594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -194597.078125 Penalty: 2669.964844
	Iteration 30Q: 3 clusters Score -194597.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -194600.406250 Penalty: 2669.964844
	Iteration 31Q: 3 clusters Score -194600.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -194605.421875 Penalty: 2669.964844
	Iteration 32Q: 3 clusters Score -194605.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -194609.484375 Penalty: 2669.964844
	Iteration 33Q: 3 clusters Score -194609.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -194614.796875 Penalty: 2669.964844
	Iteration 34Q: 3 clusters Score -194614.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -194621.609375 Penalty: 2669.964844
	Iteration 35Q: 3 clusters Score -194621.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -194626.015625 Penalty: 2669.964844
	Iteration 36Q: 3 clusters Score -194626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -194629.093750 Penalty: 2669.964844
	Iteration 37Q: 3 clusters Score -194629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -194631.031250 Penalty: 2669.964844
	Iteration 38Q: 3 clusters Score -194631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -194633.406250 Penalty: 2669.964844
	Iteration 39Q: 3 clusters Score -194633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -194634.265625 Penalty: 2669.964844
	Iteration 40F: 3 clusters Score -194634.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -194635.750000 Penalty: 2669.964844
	Iteration 41Q: 3 clusters Score -194635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -194636.906250 Penalty: 2669.964844
	Iteration 42Q: 3 clusters Score -194636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -194637.078125 Penalty: 2669.964844
	Iteration 43Q: 3 clusters Score -194637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -194637.281250 Penalty: 2669.964844
	Iteration 44Q: 3 clusters Score -194637.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -194637.343750 Penalty: 2669.964844
	Iteration 45Q: 3 clusters Score -194637.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -194638.750000 Penalty: 2669.964844
	Iteration 46Q: 3 clusters Score -194638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -194639.500000 Penalty: 2669.964844
	Iteration 47Q: 3 clusters Score -194639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -194639.593750 Penalty: 2669.964844
	Iteration 48Q: 3 clusters Score -194639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -194639.578125 Penalty: 2669.964844
	Iteration 49Q: 3 clusters Score -194639.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -194639.578125 Penalty: 2669.964844
	Iteration 50F: 3 clusters Score -194639.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Entering Unmasked Estep 
Score: -1566560.625000 Penalty: 1673.992432
	Iteration 0F: 2 clusters Score -1566561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1546475.250000 Penalty: 3347.984863
	Iteration 0F: 3 clusters Score -1546475 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1554034.250000 Penalty: 3347.984863
	Iteration 1F: 3 clusters Score -1554034 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1554476.875000 Penalty: 3347.984863
	Iteration 2Q: 3 clusters Score -1554477 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1554919.250000 Penalty: 3347.984863
	Iteration 3Q: 3 clusters Score -1554919 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1555412.375000 Penalty: 3347.984863
	Iteration 4Q: 3 clusters Score -1555412 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1555990.375000 Penalty: 3347.984863
	Iteration 5Q: 3 clusters Score -1555990 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1556654.500000 Penalty: 3347.984863
	Iteration 6Q: 3 clusters Score -1556654 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1557500.750000 Penalty: 3347.984863
	Iteration 7F: 3 clusters Score -1557501 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1558497.375000 Penalty: 3347.984863
	Iteration 8F: 3 clusters Score -1558497 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1559607.125000 Penalty: 3347.984863
	Iteration 9F: 3 clusters Score -1559607 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1560710.500000 Penalty: 3347.984863
	Iteration 10F: 3 clusters Score -1560710 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1561687.125000 Penalty: 3347.984863
	Iteration 11Q: 3 clusters Score -1561687 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1562460.875000 Penalty: 3347.984863
	Iteration 12Q: 3 clusters Score -1562461 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1563048.875000 Penalty: 3347.984863
	Iteration 13Q: 3 clusters Score -1563049 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1563492.750000 Penalty: 3347.984863
	Iteration 14Q: 3 clusters Score -1563493 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1563841.000000 Penalty: 3347.984863
	Iteration 15Q: 3 clusters Score -1563841 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1564135.000000 Penalty: 3347.984863
	Iteration 16Q: 3 clusters Score -1564135 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1564396.750000 Penalty: 3347.984863
	Iteration 17Q: 3 clusters Score -1564397 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1564606.750000 Penalty: 3347.984863
	Iteration 18Q: 3 clusters Score -1564607 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1564765.000000 Penalty: 3347.984863
	Iteration 19Q: 3 clusters Score -1564765 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1564882.500000 Penalty: 3347.984863
	Iteration 20F: 3 clusters Score -1564882 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1564949.625000 Penalty: 3347.984863
	Iteration 21Q: 3 clusters Score -1564950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1565011.250000 Penalty: 3347.984863
	Iteration 22Q: 3 clusters Score -1565011 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1565060.500000 Penalty: 3347.984863
	Iteration 23Q: 3 clusters Score -1565060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1565113.875000 Penalty: 3347.984863
	Iteration 24Q: 3 clusters Score -1565114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1565132.125000 Penalty: 3347.984863
	Iteration 25Q: 3 clusters Score -1565132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1565151.250000 Penalty: 3347.984863
	Iteration 26Q: 3 clusters Score -1565151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1565159.500000 Penalty: 3347.984863
	Iteration 27Q: 3 clusters Score -1565160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1565165.125000 Penalty: 3347.984863
	Iteration 28Q: 3 clusters Score -1565165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1565167.750000 Penalty: 3347.984863
	Iteration 29Q: 3 clusters Score -1565168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1565173.750000 Penalty: 3347.984863
	Iteration 30Q: 3 clusters Score -1565174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1565178.375000 Penalty: 3347.984863
	Iteration 31Q: 3 clusters Score -1565178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1565179.250000 Penalty: 3347.984863
	Iteration 32Q: 3 clusters Score -1565179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1565181.750000 Penalty: 3347.984863
	Iteration 33Q: 3 clusters Score -1565182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1565186.000000 Penalty: 3347.984863
	Iteration 34Q: 3 clusters Score -1565186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1565186.500000 Penalty: 3347.984863
	Iteration 35Q: 3 clusters Score -1565186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1565186.500000 Penalty: 3347.984863
	Iteration 36F: 3 clusters Score -1565186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Entering Unmasked Estep 
Score: -2329865.250000 Penalty: 1740.886841
	Iteration 0F: 2 clusters Score -2329865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -2299664.000000 Penalty: 3481.773682
	Iteration 0F: 3 clusters Score -2299664 nChanged 21179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2311619.750000 Penalty: 3481.773682
	Iteration 1F: 3 clusters Score -2311620 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -2312170.000000 Penalty: 3481.773682
	Iteration 2Q: 3 clusters Score -2312170 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -2312933.000000 Penalty: 3481.773682
	Iteration 3Q: 3 clusters Score -2312933 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -2314037.500000 Penalty: 3481.773682
	Iteration 4F: 3 clusters Score -2314038 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -2315715.250000 Penalty: 3481.773682
	Iteration 5F: 3 clusters Score -2315715 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -2318278.000000 Penalty: 3481.773682
	Iteration 6F: 3 clusters Score -2318278 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -2321432.250000 Penalty: 3481.773682
	Iteration 7F: 3 clusters Score -2321432 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -2324526.500000 Penalty: 3481.773682
	Iteration 8F: 3 clusters Score -2324526 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -2326883.750000 Penalty: 3481.773682
	Iteration 9Q: 3 clusters Score -2326884 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -2328124.250000 Penalty: 3481.773682
	Iteration 10Q: 3 clusters Score -2328124 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -2328574.500000 Penalty: 3481.773682
	Iteration 11Q: 3 clusters Score -2328574 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -2328777.750000 Penalty: 3481.773682
	Iteration 12Q: 3 clusters Score -2328778 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -2328875.750000 Penalty: 3481.773682
	Iteration 13Q: 3 clusters Score -2328876 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -2328939.250000 Penalty: 3481.773682
	Iteration 14Q: 3 clusters Score -2328939 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -2328978.250000 Penalty: 3481.773682
	Iteration 15Q: 3 clusters Score -2328978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -2328991.000000 Penalty: 3481.773682
	Iteration 16Q: 3 clusters Score -2328991 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -2329008.000000 Penalty: 3481.773682
	Iteration 17Q: 3 clusters Score -2329008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -2329009.750000 Penalty: 3481.773682
	Iteration 18Q: 3 clusters Score -2329010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -2329014.750000 Penalty: 3481.773682
	Iteration 19Q: 3 clusters Score -2329015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -2329013.250000 Penalty: 3481.773682
	Iteration 20F: 3 clusters Score -2329013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -2329022.000000 Penalty: 3481.773682
	Iteration 21Q: 3 clusters Score -2329022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -2329020.750000 Penalty: 3481.773682
	Iteration 22Q: 3 clusters Score -2329021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -2329024.750000 Penalty: 3481.773682
	Iteration 23Q: 3 clusters Score -2329025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -2329028.500000 Penalty: 3481.773682
	Iteration 24Q: 3 clusters Score -2329028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -2329027.000000 Penalty: 3481.773682
	Iteration 25Q: 3 clusters Score -2329027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -2329027.750000 Penalty: 3481.773682
	Iteration 26Q: 3 clusters Score -2329028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -2329029.000000 Penalty: 3481.773682
	Iteration 27Q: 3 clusters Score -2329029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -2329030.750000 Penalty: 3481.773682
	Iteration 28Q: 3 clusters Score -2329031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -2329029.750000 Penalty: 3481.773682
	Iteration 29Q: 3 clusters Score -2329030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -2329030.000000 Penalty: 3481.773682
	Iteration 30Q: 3 clusters Score -2329030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -2329030.000000 Penalty: 3481.773682
	Iteration 31F: 3 clusters Score -2329030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Entering Unmasked Estep 
Score: -3044653.250000 Penalty: 1781.829834
	Iteration 0F: 2 clusters Score -3044653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -3005955.250000 Penalty: 3563.659668
	Iteration 0F: 3 clusters Score -3005955 nChanged 27253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -3021193.500000 Penalty: 3563.659668
	Iteration 1F: 3 clusters Score -3021194 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -3021653.500000 Penalty: 3563.659668
	Iteration 2Q: 3 clusters Score -3021654 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3022222.750000 Penalty: 3563.659668
	Iteration 3Q: 3 clusters Score -3022223 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -3023041.250000 Penalty: 3563.659668
	Iteration 4Q: 3 clusters Score -3023041 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -3024243.000000 Penalty: 3563.659668
	Iteration 5Q: 3 clusters Score -3024243 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -3025985.000000 Penalty: 3563.659668
	Iteration 6F: 3 clusters Score -3025985 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -3028516.750000 Penalty: 3563.659668
	Iteration 7F: 3 clusters Score -3028517 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -3031624.000000 Penalty: 3563.659668
	Iteration 8F: 3 clusters Score -3031624 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -3034856.750000 Penalty: 3563.659668
	Iteration 9F: 3 clusters Score -3034857 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -3037736.500000 Penalty: 3563.659668
	Iteration 10F: 3 clusters Score -3037736 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -3039811.250000 Penalty: 3563.659668
	Iteration 11Q: 3 clusters Score -3039811 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -3041077.000000 Penalty: 3563.659668
	Iteration 12Q: 3 clusters Score -3041077 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -3041873.750000 Penalty: 3563.659668
	Iteration 13Q: 3 clusters Score -3041874 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -3042367.750000 Penalty: 3563.659668
	Iteration 14Q: 3 clusters Score -3042368 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -3042681.750000 Penalty: 3563.659668
	Iteration 15Q: 3 clusters Score -3042682 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -3042863.500000 Penalty: 3563.659668
	Iteration 16Q: 3 clusters Score -3042864 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -3042978.000000 Penalty: 3563.659668
	Iteration 17Q: 3 clusters Score -3042978 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -3043054.500000 Penalty: 3563.659668
	Iteration 18Q: 3 clusters Score -3043054 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -3043100.500000 Penalty: 3563.659668
	Iteration 19Q: 3 clusters Score -3043100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -3043130.250000 Penalty: 3563.659668
	Iteration 20F: 3 clusters Score -3043130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -3043148.750000 Penalty: 3563.659668
	Iteration 21Q: 3 clusters Score -3043149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -3043165.000000 Penalty: 3563.659668
	Iteration 22Q: 3 clusters Score -3043165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -3043181.000000 Penalty: 3563.659668
	Iteration 23Q: 3 clusters Score -3043181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -3043185.250000 Penalty: 3563.659668
	Iteration 24Q: 3 clusters Score -3043185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -3043186.750000 Penalty: 3563.659668
	Iteration 25Q: 3 clusters Score -3043187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -3043192.000000 Penalty: 3563.659668
	Iteration 26Q: 3 clusters Score -3043192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -3043194.000000 Penalty: 3563.659668
	Iteration 27Q: 3 clusters Score -3043194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -3043194.500000 Penalty: 3563.659668
	Iteration 28Q: 3 clusters Score -3043194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -3043194.500000 Penalty: 3563.659668
	Iteration 29F: 3 clusters Score -3043194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Entering Unmasked Estep 
Score: -1591480.250000 Penalty: 1676.676880
	Iteration 0F: 2 clusters Score -1591480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1571069.000000 Penalty: 3353.353760
	Iteration 0F: 3 clusters Score -1571069 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1578771.250000 Penalty: 3353.353760
	Iteration 1F: 3 clusters Score -1578771 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1579107.625000 Penalty: 3353.353760
	Iteration 2Q: 3 clusters Score -1579108 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1579403.250000 Penalty: 3353.353760
	Iteration 3Q: 3 clusters Score -1579403 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1579707.375000 Penalty: 3353.353760
	Iteration 4Q: 3 clusters Score -1579707 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1580099.875000 Penalty: 3353.353760
	Iteration 5Q: 3 clusters Score -1580100 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1580716.000000 Penalty: 3353.353760
	Iteration 6Q: 3 clusters Score -1580716 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1581737.750000 Penalty: 3353.353760
	Iteration 7F: 3 clusters Score -1581738 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1583305.000000 Penalty: 3353.353760
	Iteration 8F: 3 clusters Score -1583305 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1585358.875000 Penalty: 3353.353760
	Iteration 9F: 3 clusters Score -1585359 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1587346.250000 Penalty: 3353.353760
	Iteration 10F: 3 clusters Score -1587346 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1588782.875000 Penalty: 3353.353760
	Iteration 11Q: 3 clusters Score -1588783 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1589496.000000 Penalty: 3353.353760
	Iteration 12Q: 3 clusters Score -1589496 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1589762.500000 Penalty: 3353.353760
	Iteration 13Q: 3 clusters Score -1589762 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1589870.750000 Penalty: 3353.353760
	Iteration 14Q: 3 clusters Score -1589871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1589936.125000 Penalty: 3353.353760
	Iteration 15Q: 3 clusters Score -1589936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1589961.875000 Penalty: 3353.353760
	Iteration 16Q: 3 clusters Score -1589962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1589979.125000 Penalty: 3353.353760
	Iteration 17Q: 3 clusters Score -1589979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1589987.750000 Penalty: 3353.353760
	Iteration 18Q: 3 clusters Score -1589988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1589991.625000 Penalty: 3353.353760
	Iteration 19Q: 3 clusters Score -1589992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1589996.125000 Penalty: 3353.353760
	Iteration 20F: 3 clusters Score -1589996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1590000.625000 Penalty: 3353.353760
	Iteration 21Q: 3 clusters Score -1590001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1590005.625000 Penalty: 3353.353760
	Iteration 22Q: 3 clusters Score -1590006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1590006.750000 Penalty: 3353.353760
	Iteration 23Q: 3 clusters Score -1590007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1590006.750000 Penalty: 3353.353760
	Iteration 24F: 3 clusters Score -1590007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Entering Unmasked Estep 
Score: -219829.484375 Penalty: 1355.091187
	Iteration 0F: 2 clusters Score -219829.5 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 2101 members 
Entering Unmasked Estep 
Score: -216378.671875 Penalty: 2710.182373
	Iteration 0F: 3 clusters Score -216378.7 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -217234.406250 Penalty: 2710.182373
	Iteration 1F: 3 clusters Score -217234.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -217399.593750 Penalty: 2710.182373
	Iteration 2F: 3 clusters Score -217399.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -217482.875000 Penalty: 2710.182373
	Iteration 3Q: 3 clusters Score -217482.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -217543.890625 Penalty: 2710.182373
	Iteration 4Q: 3 clusters Score -217543.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -217596.515625 Penalty: 2710.182373
	Iteration 5Q: 3 clusters Score -217596.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -217638.468750 Penalty: 2710.182373
	Iteration 6Q: 3 clusters Score -217638.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -217668.640625 Penalty: 2710.182373
	Iteration 7Q: 3 clusters Score -217668.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -217695.000000 Penalty: 2710.182373
	Iteration 8Q: 3 clusters Score -217695 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -217717.125000 Penalty: 2710.182373
	Iteration 9Q: 3 clusters Score -217717.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -217737.109375 Penalty: 2710.182373
	Iteration 10Q: 3 clusters Score -217737.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -217758.859375 Penalty: 2710.182373
	Iteration 11Q: 3 clusters Score -217758.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -217770.953125 Penalty: 2710.182373
	Iteration 12Q: 3 clusters Score -217771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -217779.281250 Penalty: 2710.182373
	Iteration 13Q: 3 clusters Score -217779.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -217787.093750 Penalty: 2710.182373
	Iteration 14Q: 3 clusters Score -217787.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -217792.984375 Penalty: 2710.182373
	Iteration 15Q: 3 clusters Score -217793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -217799.828125 Penalty: 2710.182373
	Iteration 16Q: 3 clusters Score -217799.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -217809.546875 Penalty: 2710.182373
	Iteration 17Q: 3 clusters Score -217809.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -217819.812500 Penalty: 2710.182373
	Iteration 18Q: 3 clusters Score -217819.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -217827.937500 Penalty: 2710.182373
	Iteration 19Q: 3 clusters Score -217827.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -217836.968750 Penalty: 2710.182373
	Iteration 20F: 3 clusters Score -217837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -217845.937500 Penalty: 2710.182373
	Iteration 21Q: 3 clusters Score -217845.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -217857.531250 Penalty: 2710.182373
	Iteration 22Q: 3 clusters Score -217857.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -217870.671875 Penalty: 2710.182373
	Iteration 23Q: 3 clusters Score -217870.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -217888.593750 Penalty: 2710.182373
	Iteration 24Q: 3 clusters Score -217888.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -217908.546875 Penalty: 2710.182373
	Iteration 25Q: 3 clusters Score -217908.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -217930.875000 Penalty: 2710.182373
	Iteration 26Q: 3 clusters Score -217930.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -217954.625000 Penalty: 2710.182373
	Iteration 27Q: 3 clusters Score -217954.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -217979.796875 Penalty: 2710.182373
	Iteration 28Q: 3 clusters Score -217979.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -218003.359375 Penalty: 2710.182373
	Iteration 29Q: 3 clusters Score -218003.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -218023.468750 Penalty: 2710.182373
	Iteration 30Q: 3 clusters Score -218023.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -218045.484375 Penalty: 2710.182373
	Iteration 31Q: 3 clusters Score -218045.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -218064.640625 Penalty: 2710.182373
	Iteration 32Q: 3 clusters Score -218064.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -218085.453125 Penalty: 2710.182373
	Iteration 33Q: 3 clusters Score -218085.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -218105.609375 Penalty: 2710.182373
	Iteration 34Q: 3 clusters Score -218105.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -218122.421875 Penalty: 2710.182373
	Iteration 35Q: 3 clusters Score -218122.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -218142.296875 Penalty: 2710.182373
	Iteration 36Q: 3 clusters Score -218142.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -218166.531250 Penalty: 2710.182373
	Iteration 37Q: 3 clusters Score -218166.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -218197.171875 Penalty: 2710.182373
	Iteration 38Q: 3 clusters Score -218197.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -218230.484375 Penalty: 2710.182373
	Iteration 39Q: 3 clusters Score -218230.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -218266.640625 Penalty: 2710.182373
	Iteration 40F: 3 clusters Score -218266.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -218302.828125 Penalty: 2710.182373
	Iteration 41Q: 3 clusters Score -218302.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -218345.484375 Penalty: 2710.182373
	Iteration 42Q: 3 clusters Score -218345.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -218390.515625 Penalty: 2710.182373
	Iteration 43Q: 3 clusters Score -218390.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -218428.562500 Penalty: 2710.182373
	Iteration 44Q: 3 clusters Score -218428.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -218469.312500 Penalty: 2710.182373
	Iteration 45Q: 3 clusters Score -218469.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -218494.796875 Penalty: 2710.182373
	Iteration 46Q: 3 clusters Score -218494.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -218514.828125 Penalty: 2710.182373
	Iteration 47Q: 3 clusters Score -218514.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -218530.812500 Penalty: 2710.182373
	Iteration 48Q: 3 clusters Score -218530.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -218552.578125 Penalty: 2710.182373
	Iteration 49Q: 3 clusters Score -218552.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -218579.140625 Penalty: 2710.182373
	Iteration 50Q: 3 clusters Score -218579.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -218594.421875 Penalty: 2710.182373
	Iteration 51Q: 3 clusters Score -218594.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -218604.359375 Penalty: 2710.182373
	Iteration 52Q: 3 clusters Score -218604.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -218611.531250 Penalty: 2710.182373
	Iteration 53Q: 3 clusters Score -218611.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -218616.296875 Penalty: 2710.182373
	Iteration 54Q: 3 clusters Score -218616.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -218622.609375 Penalty: 2710.182373
	Iteration 55Q: 3 clusters Score -218622.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -218631.562500 Penalty: 2710.182373
	Iteration 56Q: 3 clusters Score -218631.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -218638.390625 Penalty: 2710.182373
	Iteration 57Q: 3 clusters Score -218638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -218640.625000 Penalty: 2710.182373
	Iteration 58Q: 3 clusters Score -218640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -218641.031250 Penalty: 2710.182373
	Iteration 59Q: 3 clusters Score -218641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -218642.109375 Penalty: 2710.182373
	Iteration 60F: 3 clusters Score -218642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -218642.921875 Penalty: 2710.182373
	Iteration 61Q: 3 clusters Score -218642.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -218643.859375 Penalty: 2710.182373
	Iteration 62Q: 3 clusters Score -218643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -218644.484375 Penalty: 2710.182373
	Iteration 63Q: 3 clusters Score -218644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -218644.484375 Penalty: 2710.182373
	Iteration 64F: 3 clusters Score -218644.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -120674.570312 Penalty: 1263.209106
	Iteration 0F: 2 clusters Score -120674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -118335.609375 Penalty: 2526.418213
	Iteration 0F: 3 clusters Score -118335.6 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -118830.242188 Penalty: 2526.418213
	Iteration 1F: 3 clusters Score -118830.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -118954.539062 Penalty: 2526.418213
	Iteration 2F: 3 clusters Score -118954.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -119046.164062 Penalty: 2526.418213
	Iteration 3F: 3 clusters Score -119046.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -119088.656250 Penalty: 2526.418213
	Iteration 4Q: 3 clusters Score -119088.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -119122.578125 Penalty: 2526.418213
	Iteration 5Q: 3 clusters Score -119122.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -119145.320312 Penalty: 2526.418213
	Iteration 6Q: 3 clusters Score -119145.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -119158.429688 Penalty: 2526.418213
	Iteration 7Q: 3 clusters Score -119158.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -119168.070312 Penalty: 2526.418213
	Iteration 8Q: 3 clusters Score -119168.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -119176.835938 Penalty: 2526.418213
	Iteration 9Q: 3 clusters Score -119176.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -119181.867188 Penalty: 2526.418213
	Iteration 10Q: 3 clusters Score -119181.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -119186.125000 Penalty: 2526.418213
	Iteration 11Q: 3 clusters Score -119186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -119190.093750 Penalty: 2526.418213
	Iteration 12Q: 3 clusters Score -119190.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -119194.617188 Penalty: 2526.418213
	Iteration 13Q: 3 clusters Score -119194.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -119197.609375 Penalty: 2526.418213
	Iteration 14Q: 3 clusters Score -119197.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -119200.906250 Penalty: 2526.418213
	Iteration 15Q: 3 clusters Score -119200.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -119205.140625 Penalty: 2526.418213
	Iteration 16Q: 3 clusters Score -119205.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -119209.304688 Penalty: 2526.418213
	Iteration 17Q: 3 clusters Score -119209.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -119210.523438 Penalty: 2526.418213
	Iteration 18Q: 3 clusters Score -119210.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -119212.492188 Penalty: 2526.418213
	Iteration 19Q: 3 clusters Score -119212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -119213.539062 Penalty: 2526.418213
	Iteration 20F: 3 clusters Score -119213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -119213.734375 Penalty: 2526.418213
	Iteration 21Q: 3 clusters Score -119213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -119214.148438 Penalty: 2526.418213
	Iteration 22Q: 3 clusters Score -119214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -119215.390625 Penalty: 2526.418213
	Iteration 23Q: 3 clusters Score -119215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -119216.046875 Penalty: 2526.418213
	Iteration 24Q: 3 clusters Score -119216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -119216.960938 Penalty: 2526.418213
	Iteration 25Q: 3 clusters Score -119217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -119218.671875 Penalty: 2526.418213
	Iteration 26Q: 3 clusters Score -119218.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -119219.421875 Penalty: 2526.418213
	Iteration 27Q: 3 clusters Score -119219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -119220.468750 Penalty: 2526.418213
	Iteration 28Q: 3 clusters Score -119220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -119221.960938 Penalty: 2526.418213
	Iteration 29Q: 3 clusters Score -119222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -119223.515625 Penalty: 2526.418213
	Iteration 30Q: 3 clusters Score -119223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -119224.015625 Penalty: 2526.418213
	Iteration 31Q: 3 clusters Score -119224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -119224.718750 Penalty: 2526.418213
	Iteration 32Q: 3 clusters Score -119224.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -119224.718750 Penalty: 2526.418213
	Iteration 33F: 3 clusters Score -119224.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Entering Unmasked Estep 
Score: -8581315.000000 Penalty: 1955.237549
	Iteration 0F: 2 clusters Score -8581315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -8468496.000000 Penalty: 3910.475098
	Iteration 0F: 3 clusters Score -8468496 nChanged 81264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 92290 members 
Entering Unmasked Estep 
Score: -8518136.000000 Penalty: 3910.475098
	Iteration 1F: 3 clusters Score -8518136 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 97145 members 
Entering Unmasked Estep 
Score: -8520491.000000 Penalty: 3910.475098
	Iteration 2Q: 3 clusters Score -8520491 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -8524628.000000 Penalty: 3910.475098
	Iteration 3F: 3 clusters Score -8524628 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 114655 members 
Entering Unmasked Estep 
Score: -8531876.000000 Penalty: 3910.475098
	Iteration 4F: 3 clusters Score -8531876 nChanged 13301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 127580 members 
Entering Unmasked Estep 
Score: -8542952.000000 Penalty: 3910.475098
	Iteration 5F: 3 clusters Score -8542952 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 141212 members 
Entering Unmasked Estep 
Score: -8556121.000000 Penalty: 3910.475098
	Iteration 6F: 3 clusters Score -8556121 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 152391 members 
Entering Unmasked Estep 
Score: -8567195.000000 Penalty: 3910.475098
	Iteration 7F: 3 clusters Score -8567195 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 159393 members 
Entering Unmasked Estep 
Score: -8573974.000000 Penalty: 3910.475098
	Iteration 8Q: 3 clusters Score -8573974 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 162897 members 
Entering Unmasked Estep 
Score: -8577130.000000 Penalty: 3910.475098
	Iteration 9Q: 3 clusters Score -8577130 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 164558 members 
Entering Unmasked Estep 
Score: -8578562.000000 Penalty: 3910.475098
	Iteration 10Q: 3 clusters Score -8578562 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 165341 members 
Entering Unmasked Estep 
Score: -8579204.000000 Penalty: 3910.475098
	Iteration 11Q: 3 clusters Score -8579204 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 165751 members 
Entering Unmasked Estep 
Score: -8579519.000000 Penalty: 3910.475098
	Iteration 12Q: 3 clusters Score -8579519 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 166000 members 
Entering Unmasked Estep 
Score: -8579711.000000 Penalty: 3910.475098
	Iteration 13Q: 3 clusters Score -8579711 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 166154 members 
Entering Unmasked Estep 
Score: -8579803.000000 Penalty: 3910.475098
	Iteration 14Q: 3 clusters Score -8579803 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 166270 members 
Entering Unmasked Estep 
Score: -8579855.000000 Penalty: 3910.475098
	Iteration 15Q: 3 clusters Score -8579855 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 166341 members 
Entering Unmasked Estep 
Score: -8579922.000000 Penalty: 3910.475098
	Iteration 16Q: 3 clusters Score -8579922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 166409 members 
Entering Unmasked Estep 
Score: -8579965.000000 Penalty: 3910.475098
	Iteration 17Q: 3 clusters Score -8579965 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 166461 members 
Entering Unmasked Estep 
Score: -8579976.000000 Penalty: 3910.475098
	Iteration 18Q: 3 clusters Score -8579976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 166506 members 
Entering Unmasked Estep 
Score: -8579985.000000 Penalty: 3910.475098
	Iteration 19Q: 3 clusters Score -8579985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 166550 members 
Entering Unmasked Estep 
Score: -8580006.000000 Penalty: 3910.475098
	Iteration 20F: 3 clusters Score -8580006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 166593 members 
Entering Unmasked Estep 
Score: -8580007.000000 Penalty: 3910.475098
	Iteration 21Q: 3 clusters Score -8580007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 166623 members 
Entering Unmasked Estep 
Score: -8580034.000000 Penalty: 3910.475098
	Iteration 22Q: 3 clusters Score -8580034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 166651 members 
Entering Unmasked Estep 
Score: -8580051.000000 Penalty: 3910.475098
	Iteration 23Q: 3 clusters Score -8580051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -8580055.000000 Penalty: 3910.475098
	Iteration 24Q: 3 clusters Score -8580055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 166703 members 
Entering Unmasked Estep 
Score: -8580073.000000 Penalty: 3910.475098
	Iteration 25Q: 3 clusters Score -8580073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 166719 members 
Entering Unmasked Estep 
Score: -8580071.000000 Penalty: 3910.475098
	Iteration 26Q: 3 clusters Score -8580071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 166738 members 
Entering Unmasked Estep 
Score: -8580079.000000 Penalty: 3910.475098
	Iteration 27Q: 3 clusters Score -8580079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 166753 members 
Entering Unmasked Estep 
Score: -8580091.000000 Penalty: 3910.475098
	Iteration 28Q: 3 clusters Score -8580091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 166767 members 
Entering Unmasked Estep 
Score: -8580097.000000 Penalty: 3910.475098
	Iteration 29Q: 3 clusters Score -8580097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 166777 members 
Entering Unmasked Estep 
Score: -8580105.000000 Penalty: 3910.475098
	Iteration 30Q: 3 clusters Score -8580105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 166787 members 
Entering Unmasked Estep 
Score: -8580113.000000 Penalty: 3910.475098
	Iteration 31Q: 3 clusters Score -8580113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 166797 members 
Entering Unmasked Estep 
Score: -8580118.000000 Penalty: 3910.475098
	Iteration 32Q: 3 clusters Score -8580118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 166802 members 
Entering Unmasked Estep 
Score: -8580117.000000 Penalty: 3910.475098
	Iteration 33Q: 3 clusters Score -8580117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 166817 members 
Entering Unmasked Estep 
Score: -8580109.000000 Penalty: 3910.475098
	Iteration 34Q: 3 clusters Score -8580109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 166829 members 
Entering Unmasked Estep 
Score: -8580125.000000 Penalty: 3910.475098
	Iteration 35Q: 3 clusters Score -8580125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 166844 members 
Entering Unmasked Estep 
Score: -8580126.000000 Penalty: 3910.475098
	Iteration 36Q: 3 clusters Score -8580126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -8580115.000000 Penalty: 3910.475098
	Iteration 37Q: 3 clusters Score -8580115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 166868 members 
Entering Unmasked Estep 
Score: -8580110.000000 Penalty: 3910.475098
	Iteration 38Q: 3 clusters Score -8580110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 166880 members 
Entering Unmasked Estep 
Score: -8580121.000000 Penalty: 3910.475098
	Iteration 39Q: 3 clusters Score -8580121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 166894 members 
Entering Unmasked Estep 
Score: -8580126.000000 Penalty: 3910.475098
	Iteration 40F: 3 clusters Score -8580126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 166908 members 
Entering Unmasked Estep 
Score: -8580134.000000 Penalty: 3910.475098
	Iteration 41Q: 3 clusters Score -8580134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 166925 members 
Entering Unmasked Estep 
Score: -8580148.000000 Penalty: 3910.475098
	Iteration 42Q: 3 clusters Score -8580148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 166945 members 
Entering Unmasked Estep 
Score: -8580163.000000 Penalty: 3910.475098
	Iteration 43Q: 3 clusters Score -8580163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 166968 members 
Entering Unmasked Estep 
Score: -8580183.000000 Penalty: 3910.475098
	Iteration 44Q: 3 clusters Score -8580183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 166995 members 
Entering Unmasked Estep 
Score: -8580189.000000 Penalty: 3910.475098
	Iteration 45Q: 3 clusters Score -8580189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 167018 members 
Entering Unmasked Estep 
Score: -8580218.000000 Penalty: 3910.475098
	Iteration 46Q: 3 clusters Score -8580218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 167030 members 
Entering Unmasked Estep 
Score: -8580222.000000 Penalty: 3910.475098
	Iteration 47Q: 3 clusters Score -8580222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 167045 members 
Entering Unmasked Estep 
Score: -8580222.000000 Penalty: 3910.475098
	Iteration 48Q: 3 clusters Score -8580222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 167053 members 
Entering Unmasked Estep 
Score: -8580235.000000 Penalty: 3910.475098
	Iteration 49Q: 3 clusters Score -8580235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 167056 members 
Entering Unmasked Estep 
Score: -8580253.000000 Penalty: 3910.475098
	Iteration 50Q: 3 clusters Score -8580253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 167066 members 
Entering Unmasked Estep 
Score: -8580266.000000 Penalty: 3910.475098
	Iteration 51Q: 3 clusters Score -8580266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 167070 members 
Entering Unmasked Estep 
Score: -8580293.000000 Penalty: 3910.475098
	Iteration 52Q: 3 clusters Score -8580293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 167066 members 
Entering Unmasked Estep 
Score: -8580302.000000 Penalty: 3910.475098
	Iteration 53Q: 3 clusters Score -8580302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 167057 members 
Entering Unmasked Estep 
Score: -8580312.000000 Penalty: 3910.475098
	Iteration 54Q: 3 clusters Score -8580312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 167058 members 
Entering Unmasked Estep 
Score: -8580308.000000 Penalty: 3910.475098
	Iteration 55Q: 3 clusters Score -8580308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 167055 members 
Entering Unmasked Estep 
Score: -8580312.000000 Penalty: 3910.475098
	Iteration 56Q: 3 clusters Score -8580312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 167050 members 
Entering Unmasked Estep 
Score: -8580318.000000 Penalty: 3910.475098
	Iteration 57Q: 3 clusters Score -8580318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 167046 members 
Entering Unmasked Estep 
Score: -8580332.000000 Penalty: 3910.475098
	Iteration 58Q: 3 clusters Score -8580332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 167039 members 
Entering Unmasked Estep 
Score: -8580330.000000 Penalty: 3910.475098
	Iteration 59Q: 3 clusters Score -8580330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 167033 members 
Entering Unmasked Estep 
Score: -8580329.000000 Penalty: 3910.475098
	Iteration 60F: 3 clusters Score -8580329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 167026 members 
Entering Unmasked Estep 
Score: -8580326.000000 Penalty: 3910.475098
	Iteration 61Q: 3 clusters Score -8580326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 167015 members 
Entering Unmasked Estep 
Score: -8580333.000000 Penalty: 3910.475098
	Iteration 62Q: 3 clusters Score -8580333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 167002 members 
Entering Unmasked Estep 
Score: -8580335.000000 Penalty: 3910.475098
	Iteration 63Q: 3 clusters Score -8580335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 166991 members 
Entering Unmasked Estep 
Score: -8580354.000000 Penalty: 3910.475098
	Iteration 64Q: 3 clusters Score -8580354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 166981 members 
Entering Unmasked Estep 
Score: -8580345.000000 Penalty: 3910.475098
	Iteration 65Q: 3 clusters Score -8580345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 166976 members 
Entering Unmasked Estep 
Score: -8580361.000000 Penalty: 3910.475098
	Iteration 66Q: 3 clusters Score -8580361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -8580367.000000 Penalty: 3910.475098
	Iteration 67Q: 3 clusters Score -8580367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 166956 members 
Entering Unmasked Estep 
Score: -8580374.000000 Penalty: 3910.475098
	Iteration 68Q: 3 clusters Score -8580374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 166946 members 
Entering Unmasked Estep 
Score: -8580383.000000 Penalty: 3910.475098
	Iteration 69Q: 3 clusters Score -8580383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 166947 members 
Entering Unmasked Estep 
Score: -8580390.000000 Penalty: 3910.475098
	Iteration 70Q: 3 clusters Score -8580390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 166946 members 
Entering Unmasked Estep 
Score: -8580384.000000 Penalty: 3910.475098
	Iteration 71Q: 3 clusters Score -8580384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 166944 members 
Entering Unmasked Estep 
Score: -8580405.000000 Penalty: 3910.475098
	Iteration 72Q: 3 clusters Score -8580405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 166941 members 
Entering Unmasked Estep 
Score: -8580406.000000 Penalty: 3910.475098
	Iteration 73Q: 3 clusters Score -8580406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 166935 members 
Entering Unmasked Estep 
Score: -8580402.000000 Penalty: 3910.475098
	Iteration 74Q: 3 clusters Score -8580402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 166930 members 
Entering Unmasked Estep 
Score: -8580403.000000 Penalty: 3910.475098
	Iteration 75Q: 3 clusters Score -8580403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 166923 members 
Entering Unmasked Estep 
Score: -8580410.000000 Penalty: 3910.475098
	Iteration 76Q: 3 clusters Score -8580410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 166917 members 
Entering Unmasked Estep 
Score: -8580406.000000 Penalty: 3910.475098
	Iteration 77Q: 3 clusters Score -8580406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 166910 members 
Entering Unmasked Estep 
Score: -8580402.000000 Penalty: 3910.475098
	Iteration 78Q: 3 clusters Score -8580402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 166908 members 
Entering Unmasked Estep 
Score: -8580410.000000 Penalty: 3910.475098
	Iteration 79Q: 3 clusters Score -8580410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 166903 members 
Entering Unmasked Estep 
Score: -8580414.000000 Penalty: 3910.475098
	Iteration 80F: 3 clusters Score -8580414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 166903 members 
Entering Unmasked Estep 
Score: -8580425.000000 Penalty: 3910.475098
	Iteration 81Q: 3 clusters Score -8580425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 166903 members 
Entering Unmasked Estep 
Score: -8580423.000000 Penalty: 3910.475098
	Iteration 82Q: 3 clusters Score -8580423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 166902 members 
Entering Unmasked Estep 
Score: -8580417.000000 Penalty: 3910.475098
	Iteration 83Q: 3 clusters Score -8580417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 166902 members 
Entering Unmasked Estep 
Score: -8580417.000000 Penalty: 3910.475098
	Iteration 84F: 3 clusters Score -8580417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Entering Unmasked Estep 
Score: -2590624.250000 Penalty: 1754.881348
	Iteration 0F: 2 clusters Score -2590624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2557936.000000 Penalty: 3509.762695
	Iteration 0F: 3 clusters Score -2557936 nChanged 22956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -2570856.750000 Penalty: 3509.762695
	Iteration 1F: 3 clusters Score -2570857 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -2571435.500000 Penalty: 3509.762695
	Iteration 2Q: 3 clusters Score -2571436 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -2572239.250000 Penalty: 3509.762695
	Iteration 3Q: 3 clusters Score -2572239 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -2573416.250000 Penalty: 3509.762695
	Iteration 4Q: 3 clusters Score -2573416 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -2575292.250000 Penalty: 3509.762695
	Iteration 5F: 3 clusters Score -2575292 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -2578093.750000 Penalty: 3509.762695
	Iteration 6F: 3 clusters Score -2578094 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -2581613.250000 Penalty: 3509.762695
	Iteration 7F: 3 clusters Score -2581613 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -2584962.500000 Penalty: 3509.762695
	Iteration 8F: 3 clusters Score -2584962 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -2587261.000000 Penalty: 3509.762695
	Iteration 9Q: 3 clusters Score -2587261 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -2588370.750000 Penalty: 3509.762695
	Iteration 10Q: 3 clusters Score -2588371 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -2588787.250000 Penalty: 3509.762695
	Iteration 11Q: 3 clusters Score -2588787 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -2588941.000000 Penalty: 3509.762695
	Iteration 12Q: 3 clusters Score -2588941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -2589013.000000 Penalty: 3509.762695
	Iteration 13Q: 3 clusters Score -2589013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -2589039.750000 Penalty: 3509.762695
	Iteration 14Q: 3 clusters Score -2589040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -2589061.500000 Penalty: 3509.762695
	Iteration 15Q: 3 clusters Score -2589062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -2589075.000000 Penalty: 3509.762695
	Iteration 16Q: 3 clusters Score -2589075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -2589085.500000 Penalty: 3509.762695
	Iteration 17Q: 3 clusters Score -2589086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -2589101.000000 Penalty: 3509.762695
	Iteration 18Q: 3 clusters Score -2589101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -2589104.750000 Penalty: 3509.762695
	Iteration 19Q: 3 clusters Score -2589105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -2589109.500000 Penalty: 3509.762695
	Iteration 20F: 3 clusters Score -2589110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -2589110.750000 Penalty: 3509.762695
	Iteration 21Q: 3 clusters Score -2589111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -2589110.750000 Penalty: 3509.762695
	Iteration 22F: 3 clusters Score -2589111 nChanged 0
--- Evaluating fit on full set of 1250458 points ---
Entering Unmasked Estep 
Score: -62530192.000000 Penalty: 27376.089844
21->13 Clusters: Score -62530192.000000, best is -62581140.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 416819 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 19902 members 
Mstep: Class 3 contains 19792 members 
Mstep: Class 4 contains 19992 members 
Mstep: Class 5 contains 20142 members 
Mstep: Class 6 contains 19722 members 
Mstep: Class 7 contains 19770 members 
Mstep: Class 8 contains 20112 members 
Mstep: Class 9 contains 19652 members 
Mstep: Class 10 contains 19671 members 
Mstep: Class 11 contains 20035 members 
Mstep: Class 12 contains 19773 members 
Mstep: Class 13 contains 19589 members 
Mstep: Class 14 contains 19640 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 16 contains 19818 members 
Mstep: Class 17 contains 19727 members 
Mstep: Class 18 contains 20024 members 
Mstep: Class 19 contains 19942 members 
Mstep: Class 20 contains 19920 members 
Mstep: Class 21 contains 19867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 614.361511 but Gain 2102.816406
Score: -19424864.000000 Penalty: 42056.324219
Iteration 0F: 21 clusters Score -1.942486e+07 nChanged 392334
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 16431 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 22814 members 
Mstep: Class 5 contains 21326 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 22227 members 
Mstep: Class 8 contains 19956 members 
Mstep: Class 9 contains 16069 members 
Mstep: Class 10 contains 14776 members 
Mstep: Class 11 contains 26415 members 
Mstep: Class 12 contains 24934 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 19996 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 18416 members 
Mstep: Class 18 contains 22018 members 
Mstep: Class 19 contains 19058 members 
Mstep: Class 20 contains 21836 members 
Mstep: Class 21 contains 24534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20278820.000000 Penalty: 42056.324219
Iteration 1F: 21 clusters Score -2.027882e+07 nChanged 100110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 15340 members 
Mstep: Class 3 contains 14332 members 
Mstep: Class 4 contains 24521 members 
Mstep: Class 5 contains 21033 members 
Mstep: Class 6 contains 13168 members 
Mstep: Class 7 contains 21315 members 
Mstep: Class 8 contains 20673 members 
Mstep: Class 9 contains 13857 members 
Mstep: Class 10 contains 13724 members 
Mstep: Class 11 contains 27885 members 
Mstep: Class 12 contains 27464 members 
Mstep: Class 14 contains 10906 members 
Mstep: Class 15 contains 21677 members 
Mstep: Class 16 contains 27354 members 
Mstep: Class 17 contains 17515 members 
Mstep: Class 18 contains 21783 members 
Mstep: Class 19 contains 18290 members 
Mstep: Class 20 contains 19767 members 
Mstep: Class 21 contains 26960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20373942.000000 Penalty: 42056.324219
Iteration 2F: 21 clusters Score -2.037394e+07 nChanged 81036
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 14631 members 
Mstep: Class 3 contains 13503 members 
Mstep: Class 4 contains 27131 members 
Mstep: Class 5 contains 20454 members 
Mstep: Class 6 contains 11467 members 
Mstep: Class 7 contains 19141 members 
Mstep: Class 8 contains 21499 members 
Mstep: Class 9 contains 12932 members 
Mstep: Class 10 contains 13168 members 
Mstep: Class 11 contains 27755 members 
Mstep: Class 12 contains 28897 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 24953 members 
Mstep: Class 16 contains 28952 members 
Mstep: Class 17 contains 17044 members 
Mstep: Class 18 contains 20775 members 
Mstep: Class 19 contains 17369 members 
Mstep: Class 20 contains 18332 members 
Mstep: Class 21 contains 27601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20442578.000000 Penalty: 42056.324219
Iteration 3F: 21 clusters Score -2.044258e+07 nChanged 68782
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 13403 members 
Mstep: Class 4 contains 30315 members 
Mstep: Class 5 contains 19552 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 16681 members 
Mstep: Class 8 contains 22881 members 
Mstep: Class 9 contains 12486 members 
Mstep: Class 10 contains 12888 members 
Mstep: Class 11 contains 26860 members 
Mstep: Class 12 contains 29534 members 
Mstep: Class 14 contains 7729 members 
Mstep: Class 15 contains 28573 members 
Mstep: Class 16 contains 31943 members 
Mstep: Class 17 contains 17069 members 
Mstep: Class 18 contains 19365 members 
Mstep: Class 19 contains 16179 members 
Mstep: Class 20 contains 16596 members 
Mstep: Class 21 contains 27373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20498252.000000 Penalty: 42056.324219
Iteration 4F: 21 clusters Score -2.049825e+07 nChanged 61476
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 14138 members 
Mstep: Class 3 contains 14819 members 
Mstep: Class 4 contains 33554 members 
Mstep: Class 5 contains 18187 members 
Mstep: Class 6 contains 9222 members 
Mstep: Class 7 contains 14362 members 
Mstep: Class 8 contains 24779 members 
Mstep: Class 9 contains 12132 members 
Mstep: Class 10 contains 12673 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 29661 members 
Mstep: Class 14 contains 6145 members 
Mstep: Class 15 contains 32005 members 
Mstep: Class 16 contains 36221 members 
Mstep: Class 17 contains 17164 members 
Mstep: Class 18 contains 17936 members 
Mstep: Class 19 contains 14542 members 
Mstep: Class 20 contains 14402 members 
Mstep: Class 21 contains 26737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20546870.000000 Penalty: 42056.324219
Iteration 5F: 21 clusters Score -2.054687e+07 nChanged 56987
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 13974 members 
Mstep: Class 3 contains 17859 members 
Mstep: Class 4 contains 36137 members 
Mstep: Class 5 contains 16428 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 11957 members 
Mstep: Class 8 contains 26854 members 
Mstep: Class 9 contains 12005 members 
Mstep: Class 10 contains 12276 members 
Mstep: Class 11 contains 23500 members 
Mstep: Class 12 contains 29250 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 34954 members 
Mstep: Class 16 contains 42001 members 
Mstep: Class 17 contains 17038 members 
Mstep: Class 18 contains 16716 members 
Mstep: Class 19 contains 12553 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 25921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20592782.000000 Penalty: 42056.324219
Iteration 6F: 21 clusters Score -2.059278e+07 nChanged 53027
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 13307 members 
Mstep: Class 3 contains 22703 members 
Mstep: Class 4 contains 37949 members 
Mstep: Class 5 contains 14179 members 
Mstep: Class 6 contains 7558 members 
Mstep: Class 7 contains 9510 members 
Mstep: Class 8 contains 29218 members 
Mstep: Class 9 contains 12240 members 
Mstep: Class 10 contains 11455 members 
Mstep: Class 11 contains 21631 members 
Mstep: Class 12 contains 28203 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 37261 members 
Mstep: Class 16 contains 48898 members 
Mstep: Class 17 contains 16584 members 
Mstep: Class 18 contains 15618 members 
Mstep: Class 19 contains 10176 members 
Mstep: Class 20 contains 9858 members 
Mstep: Class 21 contains 25239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20633096.000000 Penalty: 42056.324219
Iteration 7F: 21 clusters Score -2.06331e+07 nChanged 48220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 28664 members 
Mstep: Class 4 contains 39308 members 
Mstep: Class 5 contains 11640 members 
Mstep: Class 6 contains 6790 members 
Mstep: Class 7 contains 7028 members 
Mstep: Class 8 contains 31550 members 
Mstep: Class 9 contains 12416 members 
Mstep: Class 10 contains 10307 members 
Mstep: Class 11 contains 19711 members 
Mstep: Class 12 contains 26823 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 39044 members 
Mstep: Class 16 contains 56112 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 14638 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 8448 members 
Mstep: Class 21 contains 24870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1578.187988 but Gain 2102.816406
Score: -20669404.000000 Penalty: 39953.507812
Iteration 8F: 20 clusters Score -2.06694e+07 nChanged 44242
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 10614 members 
Mstep: Class 3 contains 34940 members 
Mstep: Class 4 contains 40839 members 
Mstep: Class 5 contains 9313 members 
Mstep: Class 6 contains 6064 members 
Mstep: Class 7 contains 4748 members 
Mstep: Class 8 contains 33757 members 
Mstep: Class 9 contains 12408 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 17902 members 
Mstep: Class 12 contains 25461 members 
Mstep: Class 15 contains 40671 members 
Mstep: Class 16 contains 63125 members 
Mstep: Class 17 contains 15182 members 
Mstep: Class 18 contains 13791 members 
Mstep: Class 19 contains 5554 members 
Mstep: Class 20 contains 7881 members 
Mstep: Class 21 contains 25151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20701540.000000 Penalty: 39953.507812
Iteration 9F: 20 clusters Score -2.070154e+07 nChanged 36880
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 40671 members 
Mstep: Class 4 contains 42168 members 
Mstep: Class 5 contains 7216 members 
Mstep: Class 6 contains 5255 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 35687 members 
Mstep: Class 9 contains 11989 members 
Mstep: Class 10 contains 7478 members 
Mstep: Class 11 contains 16115 members 
Mstep: Class 12 contains 24206 members 
Mstep: Class 15 contains 41657 members 
Mstep: Class 16 contains 68920 members 
Mstep: Class 17 contains 14344 members 
Mstep: Class 18 contains 12807 members 
Mstep: Class 19 contains 3659 members 
Mstep: Class 20 contains 7852 members 
Mstep: Class 21 contains 25799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1809.473022 but Gain 2102.816406
Score: -20725660.000000 Penalty: 37850.691406
Iteration 10F: 19 clusters Score -2.072566e+07 nChanged 32915
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 7533 members 
Mstep: Class 3 contains 45855 members 
Mstep: Class 4 contains 43782 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 4541 members 
Mstep: Class 8 contains 37595 members 
Mstep: Class 9 contains 11372 members 
Mstep: Class 10 contains 6194 members 
Mstep: Class 11 contains 14401 members 
Mstep: Class 12 contains 23264 members 
Mstep: Class 15 contains 42394 members 
Mstep: Class 16 contains 74465 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 2334 members 
Mstep: Class 20 contains 8044 members 
Mstep: Class 21 contains 26846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1398.433105 but Gain 2102.816406
Score: -20748052.000000 Penalty: 35747.875000
Iteration 11F: 18 clusters Score -2.074805e+07 nChanged 27073
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 49652 members 
Mstep: Class 4 contains 45061 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 8 contains 39297 members 
Mstep: Class 9 contains 10680 members 
Mstep: Class 10 contains 5148 members 
Mstep: Class 11 contains 12785 members 
Mstep: Class 12 contains 22592 members 
Mstep: Class 15 contains 43038 members 
Mstep: Class 16 contains 78990 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 20 contains 8313 members 
Mstep: Class 21 contains 27672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20764208.000000 Penalty: 35747.875000
Iteration 12F: 18 clusters Score -2.076421e+07 nChanged 21067
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 3 contains 52071 members 
Mstep: Class 4 contains 46288 members 
Mstep: Class 5 contains 3194 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 8 contains 40895 members 
Mstep: Class 9 contains 9938 members 
Mstep: Class 10 contains 4189 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 22096 members 
Mstep: Class 15 contains 43198 members 
Mstep: Class 16 contains 82495 members 
Mstep: Class 17 contains 12025 members 
Mstep: Class 18 contains 9707 members 
Mstep: Class 20 contains 8561 members 
Mstep: Class 21 contains 28132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20774598.000000 Penalty: 35747.875000
Iteration 13F: 18 clusters Score -2.07746e+07 nChanged 17853
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 4733 members 
Mstep: Class 3 contains 53923 members 
Mstep: Class 4 contains 47339 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 2998 members 
Mstep: Class 8 contains 42416 members 
Mstep: Class 9 contains 9218 members 
Mstep: Class 10 contains 3452 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 12 contains 21766 members 
Mstep: Class 15 contains 43167 members 
Mstep: Class 16 contains 85662 members 
Mstep: Class 17 contains 11320 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 20 contains 8777 members 
Mstep: Class 21 contains 28415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2065.032959 but Gain 2102.816406
Score: -20782732.000000 Penalty: 33645.058594
Iteration 14Q: 17 clusters Score -2.078273e+07 nChanged 17172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 55384 members 
Mstep: Class 4 contains 48377 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 8 contains 43947 members 
Mstep: Class 9 contains 8606 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 8989 members 
Mstep: Class 12 contains 21748 members 
Mstep: Class 15 contains 43450 members 
Mstep: Class 16 contains 89295 members 
Mstep: Class 17 contains 10767 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 20 contains 8966 members 
Mstep: Class 21 contains 28666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20792334.000000 Penalty: 33645.058594
Iteration 15Q: 17 clusters Score -2.079233e+07 nChanged 13581
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 3968 members 
Mstep: Class 3 contains 56472 members 
Mstep: Class 4 contains 49037 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 8 contains 45417 members 
Mstep: Class 9 contains 7873 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 7932 members 
Mstep: Class 12 contains 21566 members 
Mstep: Class 15 contains 43341 members 
Mstep: Class 16 contains 91994 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 7117 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 28578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20798120.000000 Penalty: 33645.058594
Iteration 16Q: 17 clusters Score -2.079812e+07 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 3710 members 
Mstep: Class 3 contains 57325 members 
Mstep: Class 4 contains 49678 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 8 contains 46689 members 
Mstep: Class 9 contains 7141 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 21477 members 
Mstep: Class 15 contains 43467 members 
Mstep: Class 16 contains 94409 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 6342 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 28320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20802938.000000 Penalty: 33645.058594
Iteration 17Q: 17 clusters Score -2.080294e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 3525 members 
Mstep: Class 3 contains 58031 members 
Mstep: Class 4 contains 50155 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 8 contains 47753 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 21469 members 
Mstep: Class 15 contains 43764 members 
Mstep: Class 16 contains 96576 members 
Mstep: Class 17 contains 9356 members 
Mstep: Class 18 contains 5606 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 27978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20806928.000000 Penalty: 33645.058594
Iteration 18Q: 17 clusters Score -2.080693e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 58547 members 
Mstep: Class 4 contains 50555 members 
Mstep: Class 6 contains 1853 members 
Mstep: Class 8 contains 48595 members 
Mstep: Class 9 contains 5823 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 5436 members 
Mstep: Class 12 contains 21545 members 
Mstep: Class 15 contains 44346 members 
Mstep: Class 16 contains 98499 members 
Mstep: Class 17 contains 9101 members 
Mstep: Class 18 contains 4921 members 
Mstep: Class 20 contains 9474 members 
Mstep: Class 21 contains 27522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20809984.000000 Penalty: 33645.058594
Iteration 19Q: 17 clusters Score -2.080998e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 58956 members 
Mstep: Class 4 contains 50828 members 
Mstep: Class 6 contains 1751 members 
Mstep: Class 8 contains 49121 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 1726 members 
Mstep: Class 11 contains 4833 members 
Mstep: Class 12 contains 21687 members 
Mstep: Class 15 contains 45138 members 
Mstep: Class 16 contains 100242 members 
Mstep: Class 17 contains 8856 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 20 contains 9584 members 
Mstep: Class 21 contains 27005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20812622.000000 Penalty: 33645.058594
Iteration 20F: 17 clusters Score -2.081262e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 3 contains 59252 members 
Mstep: Class 4 contains 50997 members 
Mstep: Class 6 contains 1685 members 
Mstep: Class 8 contains 49474 members 
Mstep: Class 9 contains 4712 members 
Mstep: Class 10 contains 1639 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 21840 members 
Mstep: Class 15 contains 45997 members 
Mstep: Class 16 contains 101940 members 
Mstep: Class 17 contains 8645 members 
Mstep: Class 18 contains 3733 members 
Mstep: Class 20 contains 9667 members 
Mstep: Class 21 contains 26476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20814830.000000 Penalty: 33645.058594
Iteration 21Q: 17 clusters Score -2.081483e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 59484 members 
Mstep: Class 4 contains 51149 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 8 contains 49706 members 
Mstep: Class 9 contains 4235 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 21960 members 
Mstep: Class 15 contains 46899 members 
Mstep: Class 16 contains 103507 members 
Mstep: Class 17 contains 8478 members 
Mstep: Class 18 contains 3213 members 
Mstep: Class 20 contains 9729 members 
Mstep: Class 21 contains 25961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20816974.000000 Penalty: 33645.058594
Iteration 22Q: 17 clusters Score -2.081697e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 59625 members 
Mstep: Class 4 contains 51142 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 8 contains 49865 members 
Mstep: Class 9 contains 3799 members 
Mstep: Class 10 contains 1574 members 
Mstep: Class 11 contains 3648 members 
Mstep: Class 12 contains 22100 members 
Mstep: Class 15 contains 47872 members 
Mstep: Class 16 contains 105029 members 
Mstep: Class 17 contains 8352 members 
Mstep: Class 18 contains 2776 members 
Mstep: Class 20 contains 9776 members 
Mstep: Class 21 contains 25407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20818748.000000 Penalty: 33645.058594
Iteration 23Q: 17 clusters Score -2.081875e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 2902 members 
Mstep: Class 3 contains 59736 members 
Mstep: Class 4 contains 51070 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 8 contains 49953 members 
Mstep: Class 9 contains 3431 members 
Mstep: Class 10 contains 1564 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 22222 members 
Mstep: Class 15 contains 48934 members 
Mstep: Class 16 contains 106388 members 
Mstep: Class 17 contains 8212 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 20 contains 9813 members 
Mstep: Class 21 contains 24875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20820498.000000 Penalty: 33645.058594
Iteration 24Q: 17 clusters Score -2.08205e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 59828 members 
Mstep: Class 4 contains 50980 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 8 contains 49951 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 22346 members 
Mstep: Class 15 contains 49988 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 17 contains 8082 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 20 contains 9837 members 
Mstep: Class 21 contains 24367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20821984.000000 Penalty: 33645.058594
Iteration 25Q: 17 clusters Score -2.082198e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 59916 members 
Mstep: Class 4 contains 50888 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 8 contains 49923 members 
Mstep: Class 9 contains 2800 members 
Mstep: Class 10 contains 1587 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 22415 members 
Mstep: Class 15 contains 50973 members 
Mstep: Class 16 contains 108943 members 
Mstep: Class 17 contains 7938 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 20 contains 9852 members 
Mstep: Class 21 contains 23869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2003.626343 but Gain 2102.814453
Score: -20823390.000000 Penalty: 31542.244141
Iteration 26Q: 16 clusters Score -2.082339e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 2786 members 
Mstep: Class 3 contains 60027 members 
Mstep: Class 4 contains 50924 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 8 contains 49900 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 22477 members 
Mstep: Class 15 contains 52710 members 
Mstep: Class 16 contains 110376 members 
Mstep: Class 17 contains 7825 members 
Mstep: Class 20 contains 9873 members 
Mstep: Class 21 contains 23461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2077.555908 but Gain 2102.816406
Score: -20826672.000000 Penalty: 29439.427734
Iteration 27Q: 15 clusters Score -2.082667e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 2760 members 
Mstep: Class 3 contains 60043 members 
Mstep: Class 4 contains 51786 members 
Mstep: Class 8 contains 49885 members 
Mstep: Class 9 contains 2311 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 22478 members 
Mstep: Class 15 contains 53638 members 
Mstep: Class 16 contains 111741 members 
Mstep: Class 17 contains 7711 members 
Mstep: Class 20 contains 9874 members 
Mstep: Class 21 contains 22963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829732.000000 Penalty: 29439.427734
Iteration 28Q: 15 clusters Score -2.082973e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 3 contains 60026 members 
Mstep: Class 4 contains 51759 members 
Mstep: Class 8 contains 49683 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 10 contains 1714 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 22456 members 
Mstep: Class 15 contains 54356 members 
Mstep: Class 16 contains 113041 members 
Mstep: Class 17 contains 7578 members 
Mstep: Class 20 contains 9886 members 
Mstep: Class 21 contains 22505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830770.000000 Penalty: 29439.427734
Iteration 29Q: 15 clusters Score -2.083077e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2733 members 
Mstep: Class 3 contains 60014 members 
Mstep: Class 4 contains 51738 members 
Mstep: Class 8 contains 49451 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 1736 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 22404 members 
Mstep: Class 15 contains 54904 members 
Mstep: Class 16 contains 114320 members 
Mstep: Class 17 contains 7412 members 
Mstep: Class 20 contains 9895 members 
Mstep: Class 21 contains 22115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20831798.000000 Penalty: 29439.427734
Iteration 30Q: 15 clusters Score -2.08318e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 2733 members 
Mstep: Class 3 contains 60005 members 
Mstep: Class 4 contains 51711 members 
Mstep: Class 8 contains 49295 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 1750 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 22351 members 
Mstep: Class 15 contains 55332 members 
Mstep: Class 16 contains 115455 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 20 contains 9905 members 
Mstep: Class 21 contains 21747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832502.000000 Penalty: 29439.427734
Iteration 31Q: 15 clusters Score -2.08325e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 59998 members 
Mstep: Class 4 contains 51607 members 
Mstep: Class 8 contains 49155 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 22304 members 
Mstep: Class 15 contains 55646 members 
Mstep: Class 16 contains 116495 members 
Mstep: Class 17 contains 7038 members 
Mstep: Class 20 contains 9905 members 
Mstep: Class 21 contains 21422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1984.574463 but Gain 2102.816406
Score: -20833146.000000 Penalty: 27336.611328
Iteration 32Q: 14 clusters Score -2.083315e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 60016 members 
Mstep: Class 4 contains 51562 members 
Mstep: Class 8 contains 49076 members 
Mstep: Class 10 contains 1796 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 22263 members 
Mstep: Class 15 contains 56032 members 
Mstep: Class 16 contains 118527 members 
Mstep: Class 17 contains 6845 members 
Mstep: Class 20 contains 9920 members 
Mstep: Class 21 contains 21187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1993.966309 but Gain 2102.816406
Score: -20835434.000000 Penalty: 25233.794922
Iteration 33Q: 13 clusters Score -2.083543e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 59958 members 
Mstep: Class 4 contains 51389 members 
Mstep: Class 8 contains 48890 members 
Mstep: Class 10 contains 1801 members 
Mstep: Class 12 contains 22189 members 
Mstep: Class 15 contains 56276 members 
Mstep: Class 16 contains 120142 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 20 contains 9882 members 
Mstep: Class 21 contains 20875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20837916.000000 Penalty: 25233.794922
Iteration 34Q: 13 clusters Score -2.083792e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 2680 members 
Mstep: Class 3 contains 59883 members 
Mstep: Class 4 contains 51005 members 
Mstep: Class 8 contains 48656 members 
Mstep: Class 10 contains 1806 members 
Mstep: Class 12 contains 22086 members 
Mstep: Class 15 contains 56278 members 
Mstep: Class 16 contains 121328 members 
Mstep: Class 17 contains 6686 members 
Mstep: Class 20 contains 9865 members 
Mstep: Class 21 contains 20550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20838202.000000 Penalty: 25233.794922
Iteration 35Q: 13 clusters Score -2.08382e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 59806 members 
Mstep: Class 4 contains 50627 members 
Mstep: Class 8 contains 48439 members 
Mstep: Class 10 contains 1817 members 
Mstep: Class 12 contains 21988 members 
Mstep: Class 15 contains 56224 members 
Mstep: Class 16 contains 122458 members 
Mstep: Class 17 contains 6475 members 
Mstep: Class 20 contains 9855 members 
Mstep: Class 21 contains 20272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20838398.000000 Penalty: 25233.794922
Iteration 36Q: 13 clusters Score -2.08384e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 59736 members 
Mstep: Class 4 contains 50233 members 
Mstep: Class 8 contains 48274 members 
Mstep: Class 10 contains 1811 members 
Mstep: Class 12 contains 21900 members 
Mstep: Class 15 contains 56151 members 
Mstep: Class 16 contains 123566 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 20 contains 9854 members 
Mstep: Class 21 contains 20004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20838534.000000 Penalty: 25233.794922
Iteration 37Q: 13 clusters Score -2.083853e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 3 contains 59652 members 
Mstep: Class 4 contains 49842 members 
Mstep: Class 8 contains 48133 members 
Mstep: Class 10 contains 1801 members 
Mstep: Class 12 contains 21806 members 
Mstep: Class 15 contains 56073 members 
Mstep: Class 16 contains 124656 members 
Mstep: Class 17 contains 6033 members 
Mstep: Class 20 contains 9857 members 
Mstep: Class 21 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20838742.000000 Penalty: 25233.794922
Iteration 38Q: 13 clusters Score -2.083874e+07 nChanged 1567
Entering ConstructFrom: 
Score: -20838742.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (16729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Entering Unmasked Estep 
Score: -884027.875000 Penalty: 1580.296143
	Iteration 0F: 2 clusters Score -884027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -872417.125000 Penalty: 3160.592285
	Iteration 0F: 3 clusters Score -872417.1 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -876376.812500 Penalty: 3160.592285
	Iteration 1F: 3 clusters Score -876376.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -876660.687500 Penalty: 3160.592285
	Iteration 2F: 3 clusters Score -876660.7 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -876928.000000 Penalty: 3160.592285
	Iteration 3Q: 3 clusters Score -876928 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -877219.437500 Penalty: 3160.592285
	Iteration 4Q: 3 clusters Score -877219.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -877585.750000 Penalty: 3160.592285
	Iteration 5Q: 3 clusters Score -877585.8 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -878061.875000 Penalty: 3160.592285
	Iteration 6F: 3 clusters Score -878061.9 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -878697.562500 Penalty: 3160.592285
	Iteration 7F: 3 clusters Score -878697.6 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -879509.875000 Penalty: 3160.592285
	Iteration 8F: 3 clusters Score -879509.9 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -880447.187500 Penalty: 3160.592285
	Iteration 9F: 3 clusters Score -880447.2 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -881233.625000 Penalty: 3160.592285
	Iteration 10F: 3 clusters Score -881233.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -881797.187500 Penalty: 3160.592285
	Iteration 11Q: 3 clusters Score -881797.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -882142.875000 Penalty: 3160.592285
	Iteration 12Q: 3 clusters Score -882142.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -882343.125000 Penalty: 3160.592285
	Iteration 13Q: 3 clusters Score -882343.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -882472.562500 Penalty: 3160.592285
	Iteration 14Q: 3 clusters Score -882472.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -882573.062500 Penalty: 3160.592285
	Iteration 15Q: 3 clusters Score -882573.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -882644.000000 Penalty: 3160.592285
	Iteration 16Q: 3 clusters Score -882644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -882689.812500 Penalty: 3160.592285
	Iteration 17Q: 3 clusters Score -882689.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -882724.062500 Penalty: 3160.592285
	Iteration 18Q: 3 clusters Score -882724.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -882745.937500 Penalty: 3160.592285
	Iteration 19Q: 3 clusters Score -882745.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -882765.187500 Penalty: 3160.592285
	Iteration 20F: 3 clusters Score -882765.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -882781.812500 Penalty: 3160.592285
	Iteration 21Q: 3 clusters Score -882781.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -882791.687500 Penalty: 3160.592285
	Iteration 22Q: 3 clusters Score -882791.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -882794.812500 Penalty: 3160.592285
	Iteration 23Q: 3 clusters Score -882794.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -882801.687500 Penalty: 3160.592285
	Iteration 24Q: 3 clusters Score -882801.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -882808.062500 Penalty: 3160.592285
	Iteration 25Q: 3 clusters Score -882808.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -882809.937500 Penalty: 3160.592285
	Iteration 26Q: 3 clusters Score -882809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -882813.562500 Penalty: 3160.592285
	Iteration 27Q: 3 clusters Score -882813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -882817.500000 Penalty: 3160.592285
	Iteration 28Q: 3 clusters Score -882817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -882817.375000 Penalty: 3160.592285
	Iteration 29Q: 3 clusters Score -882817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -882817.812500 Penalty: 3160.592285
	Iteration 30Q: 3 clusters Score -882817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -882817.312500 Penalty: 3160.592285
	Iteration 31Q: 3 clusters Score -882817.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -882817.312500 Penalty: 3160.592285
	Iteration 32F: 3 clusters Score -882817.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -139558.031250 Penalty: 1281.854370
	Iteration 0F: 2 clusters Score -139558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -137032.156250 Penalty: 2563.708740
	Iteration 0F: 3 clusters Score -137032.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -137608.031250 Penalty: 2563.708740
	Iteration 1F: 3 clusters Score -137608 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -137749.078125 Penalty: 2563.708740
	Iteration 2F: 3 clusters Score -137749.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -137836.546875 Penalty: 2563.708740
	Iteration 3Q: 3 clusters Score -137836.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -137893.484375 Penalty: 2563.708740
	Iteration 4Q: 3 clusters Score -137893.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -137937.312500 Penalty: 2563.708740
	Iteration 5Q: 3 clusters Score -137937.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -137971.390625 Penalty: 2563.708740
	Iteration 6Q: 3 clusters Score -137971.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -137999.515625 Penalty: 2563.708740
	Iteration 7Q: 3 clusters Score -137999.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -138025.015625 Penalty: 2563.708740
	Iteration 8Q: 3 clusters Score -138025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -138052.234375 Penalty: 2563.708740
	Iteration 9Q: 3 clusters Score -138052.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -138091.015625 Penalty: 2563.708740
	Iteration 10Q: 3 clusters Score -138091 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -138124.078125 Penalty: 2563.708740
	Iteration 11Q: 3 clusters Score -138124.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -138158.578125 Penalty: 2563.708740
	Iteration 12Q: 3 clusters Score -138158.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -138186.281250 Penalty: 2563.708740
	Iteration 13Q: 3 clusters Score -138186.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -138210.187500 Penalty: 2563.708740
	Iteration 14Q: 3 clusters Score -138210.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -138226.531250 Penalty: 2563.708740
	Iteration 15Q: 3 clusters Score -138226.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -138245.937500 Penalty: 2563.708740
	Iteration 16Q: 3 clusters Score -138245.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -138273.625000 Penalty: 2563.708740
	Iteration 17Q: 3 clusters Score -138273.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -138301.578125 Penalty: 2563.708740
	Iteration 18Q: 3 clusters Score -138301.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -138327.281250 Penalty: 2563.708740
	Iteration 19Q: 3 clusters Score -138327.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -138350.328125 Penalty: 2563.708740
	Iteration 20F: 3 clusters Score -138350.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -138368.187500 Penalty: 2563.708740
	Iteration 21Q: 3 clusters Score -138368.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -138384.031250 Penalty: 2563.708740
	Iteration 22Q: 3 clusters Score -138384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -138397.968750 Penalty: 2563.708740
	Iteration 23Q: 3 clusters Score -138398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -138406.218750 Penalty: 2563.708740
	Iteration 24Q: 3 clusters Score -138406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -138411.093750 Penalty: 2563.708740
	Iteration 25Q: 3 clusters Score -138411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -138415.312500 Penalty: 2563.708740
	Iteration 26Q: 3 clusters Score -138415.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -138424.796875 Penalty: 2563.708740
	Iteration 27Q: 3 clusters Score -138424.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -138432.375000 Penalty: 2563.708740
	Iteration 28Q: 3 clusters Score -138432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -138441.500000 Penalty: 2563.708740
	Iteration 29Q: 3 clusters Score -138441.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -138451.328125 Penalty: 2563.708740
	Iteration 30Q: 3 clusters Score -138451.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -138457.765625 Penalty: 2563.708740
	Iteration 31Q: 3 clusters Score -138457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -138460.187500 Penalty: 2563.708740
	Iteration 32Q: 3 clusters Score -138460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -138461.359375 Penalty: 2563.708740
	Iteration 33Q: 3 clusters Score -138461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -138461.359375 Penalty: 2563.708740
	Iteration 34F: 3 clusters Score -138461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Entering Unmasked Estep 
Score: -3123886.000000 Penalty: 1786.623291
	Iteration 0F: 2 clusters Score -3123886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3084134.500000 Penalty: 3573.246582
	Iteration 0F: 3 clusters Score -3084134 nChanged 28036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -3100126.000000 Penalty: 3573.246582
	Iteration 1F: 3 clusters Score -3100126 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3100589.000000 Penalty: 3573.246582
	Iteration 2Q: 3 clusters Score -3100589 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3100973.000000 Penalty: 3573.246582
	Iteration 3Q: 3 clusters Score -3100973 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3101369.500000 Penalty: 3573.246582
	Iteration 4Q: 3 clusters Score -3101370 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3101733.500000 Penalty: 3573.246582
	Iteration 5Q: 3 clusters Score -3101734 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3102240.500000 Penalty: 3573.246582
	Iteration 6Q: 3 clusters Score -3102240 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3102965.750000 Penalty: 3573.246582
	Iteration 7Q: 3 clusters Score -3102966 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3104096.500000 Penalty: 3573.246582
	Iteration 8Q: 3 clusters Score -3104096 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3105792.000000 Penalty: 3573.246582
	Iteration 9F: 3 clusters Score -3105792 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3108125.000000 Penalty: 3573.246582
	Iteration 10F: 3 clusters Score -3108125 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3111011.500000 Penalty: 3573.246582
	Iteration 11F: 3 clusters Score -3111012 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3113972.250000 Penalty: 3573.246582
	Iteration 12F: 3 clusters Score -3113972 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3116609.500000 Penalty: 3573.246582
	Iteration 13F: 3 clusters Score -3116610 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3118726.000000 Penalty: 3573.246582
	Iteration 14Q: 3 clusters Score -3118726 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3120266.500000 Penalty: 3573.246582
	Iteration 15Q: 3 clusters Score -3120266 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3121233.750000 Penalty: 3573.246582
	Iteration 16Q: 3 clusters Score -3121234 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3121765.750000 Penalty: 3573.246582
	Iteration 17Q: 3 clusters Score -3121766 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3122075.750000 Penalty: 3573.246582
	Iteration 18Q: 3 clusters Score -3122076 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3122252.500000 Penalty: 3573.246582
	Iteration 19Q: 3 clusters Score -3122252 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3122344.500000 Penalty: 3573.246582
	Iteration 20F: 3 clusters Score -3122344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3122386.250000 Penalty: 3573.246582
	Iteration 21Q: 3 clusters Score -3122386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3122421.750000 Penalty: 3573.246582
	Iteration 22Q: 3 clusters Score -3122422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3122460.750000 Penalty: 3573.246582
	Iteration 23Q: 3 clusters Score -3122461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3122482.250000 Penalty: 3573.246582
	Iteration 24Q: 3 clusters Score -3122482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3122492.000000 Penalty: 3573.246582
	Iteration 25Q: 3 clusters Score -3122492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3122504.250000 Penalty: 3573.246582
	Iteration 26Q: 3 clusters Score -3122504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3122512.250000 Penalty: 3573.246582
	Iteration 27Q: 3 clusters Score -3122512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3122513.250000 Penalty: 3573.246582
	Iteration 28Q: 3 clusters Score -3122513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3122527.750000 Penalty: 3573.246582
	Iteration 29Q: 3 clusters Score -3122528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3122526.000000 Penalty: 3573.246582
	Iteration 30Q: 3 clusters Score -3122526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3122533.000000 Penalty: 3573.246582
	Iteration 31Q: 3 clusters Score -3122533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3122532.500000 Penalty: 3573.246582
	Iteration 32Q: 3 clusters Score -3122532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3122535.750000 Penalty: 3573.246582
	Iteration 33Q: 3 clusters Score -3122536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3122537.000000 Penalty: 3573.246582
	Iteration 34Q: 3 clusters Score -3122537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3122537.000000 Penalty: 3573.246582
	Iteration 35F: 3 clusters Score -3122537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Entering Unmasked Estep 
Score: -2561311.750000 Penalty: 1756.600464
	Iteration 0F: 2 clusters Score -2561312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -2528163.250000 Penalty: 3513.200928
	Iteration 0F: 3 clusters Score -2528163 nChanged 23336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2541145.750000 Penalty: 3513.200928
	Iteration 1F: 3 clusters Score -2541146 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2541806.750000 Penalty: 3513.200928
	Iteration 2Q: 3 clusters Score -2541807 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2542652.500000 Penalty: 3513.200928
	Iteration 3Q: 3 clusters Score -2542652 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2543860.000000 Penalty: 3513.200928
	Iteration 4Q: 3 clusters Score -2543860 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2545737.500000 Penalty: 3513.200928
	Iteration 5F: 3 clusters Score -2545738 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2548417.750000 Penalty: 3513.200928
	Iteration 6F: 3 clusters Score -2548418 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2551642.250000 Penalty: 3513.200928
	Iteration 7F: 3 clusters Score -2551642 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2554141.000000 Penalty: 3513.200928
	Iteration 8F: 3 clusters Score -2554141 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2555399.250000 Penalty: 3513.200928
	Iteration 9Q: 3 clusters Score -2555399 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2555898.250000 Penalty: 3513.200928
	Iteration 10Q: 3 clusters Score -2555898 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2556108.250000 Penalty: 3513.200928
	Iteration 11Q: 3 clusters Score -2556108 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2556226.750000 Penalty: 3513.200928
	Iteration 12Q: 3 clusters Score -2556227 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2556304.250000 Penalty: 3513.200928
	Iteration 13Q: 3 clusters Score -2556304 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2556367.500000 Penalty: 3513.200928
	Iteration 14Q: 3 clusters Score -2556368 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2556433.000000 Penalty: 3513.200928
	Iteration 15Q: 3 clusters Score -2556433 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2556466.500000 Penalty: 3513.200928
	Iteration 16Q: 3 clusters Score -2556466 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2556496.750000 Penalty: 3513.200928
	Iteration 17Q: 3 clusters Score -2556497 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2556527.500000 Penalty: 3513.200928
	Iteration 18Q: 3 clusters Score -2556528 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2556570.500000 Penalty: 3513.200928
	Iteration 19Q: 3 clusters Score -2556570 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2556610.250000 Penalty: 3513.200928
	Iteration 20F: 3 clusters Score -2556610 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2556646.250000 Penalty: 3513.200928
	Iteration 21Q: 3 clusters Score -2556646 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2556678.500000 Penalty: 3513.200928
	Iteration 22Q: 3 clusters Score -2556678 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2556714.250000 Penalty: 3513.200928
	Iteration 23Q: 3 clusters Score -2556714 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2556744.750000 Penalty: 3513.200928
	Iteration 24Q: 3 clusters Score -2556745 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2556761.000000 Penalty: 3513.200928
	Iteration 25Q: 3 clusters Score -2556761 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2556782.000000 Penalty: 3513.200928
	Iteration 26Q: 3 clusters Score -2556782 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2556796.000000 Penalty: 3513.200928
	Iteration 27Q: 3 clusters Score -2556796 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2556826.750000 Penalty: 3513.200928
	Iteration 28Q: 3 clusters Score -2556827 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2556837.500000 Penalty: 3513.200928
	Iteration 29Q: 3 clusters Score -2556838 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2556852.250000 Penalty: 3513.200928
	Iteration 30Q: 3 clusters Score -2556852 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2556880.500000 Penalty: 3513.200928
	Iteration 31Q: 3 clusters Score -2556880 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2556896.750000 Penalty: 3513.200928
	Iteration 32Q: 3 clusters Score -2556897 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2556915.000000 Penalty: 3513.200928
	Iteration 33Q: 3 clusters Score -2556915 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2556930.000000 Penalty: 3513.200928
	Iteration 34Q: 3 clusters Score -2556930 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2556965.000000 Penalty: 3513.200928
	Iteration 35Q: 3 clusters Score -2556965 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2556990.500000 Penalty: 3513.200928
	Iteration 36Q: 3 clusters Score -2556990 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2557040.250000 Penalty: 3513.200928
	Iteration 37Q: 3 clusters Score -2557040 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2557104.000000 Penalty: 3513.200928
	Iteration 38Q: 3 clusters Score -2557104 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2557188.750000 Penalty: 3513.200928
	Iteration 39Q: 3 clusters Score -2557189 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2557289.000000 Penalty: 3513.200928
	Iteration 40F: 3 clusters Score -2557289 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -2557413.750000 Penalty: 3513.200928
	Iteration 41Q: 3 clusters Score -2557414 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -2557588.000000 Penalty: 3513.200928
	Iteration 42Q: 3 clusters Score -2557588 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2557824.750000 Penalty: 3513.200928
	Iteration 43Q: 3 clusters Score -2557825 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -2558224.500000 Penalty: 3513.200928
	Iteration 44Q: 3 clusters Score -2558224 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2558856.750000 Penalty: 3513.200928
	Iteration 45Q: 3 clusters Score -2558857 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2559788.500000 Penalty: 3513.200928
	Iteration 46Q: 3 clusters Score -2559788 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -2560633.500000 Penalty: 3513.200928
	Iteration 47Q: 3 clusters Score -2560634 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -2561085.500000 Penalty: 3513.200928
	Iteration 48Q: 3 clusters Score -2561086 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -2561324.000000 Penalty: 3513.200928
	Iteration 49Q: 3 clusters Score -2561324 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -2561444.500000 Penalty: 3513.200928
	Iteration 50Q: 3 clusters Score -2561444 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -2561508.250000 Penalty: 3513.200928
	Iteration 51Q: 3 clusters Score -2561508 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -2561551.750000 Penalty: 3513.200928
	Iteration 52Q: 3 clusters Score -2561552 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -2561580.000000 Penalty: 3513.200928
	Iteration 53Q: 3 clusters Score -2561580 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -2561588.000000 Penalty: 3513.200928
	Iteration 54Q: 3 clusters Score -2561588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -2561602.500000 Penalty: 3513.200928
	Iteration 55Q: 3 clusters Score -2561602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -2561610.250000 Penalty: 3513.200928
	Iteration 56Q: 3 clusters Score -2561610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -2561609.000000 Penalty: 3513.200928
	Iteration 57Q: 3 clusters Score -2561609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -2561617.500000 Penalty: 3513.200928
	Iteration 58Q: 3 clusters Score -2561618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -2561613.250000 Penalty: 3513.200928
	Iteration 59Q: 3 clusters Score -2561613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -2561620.750000 Penalty: 3513.200928
	Iteration 60F: 3 clusters Score -2561621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -2561628.000000 Penalty: 3513.200928
	Iteration 61Q: 3 clusters Score -2561628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -2561629.250000 Penalty: 3513.200928
	Iteration 62Q: 3 clusters Score -2561629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -2561625.750000 Penalty: 3513.200928
	Iteration 63Q: 3 clusters Score -2561626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -2561631.000000 Penalty: 3513.200928
	Iteration 64Q: 3 clusters Score -2561631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -2561630.500000 Penalty: 3513.200928
	Iteration 65Q: 3 clusters Score -2561630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -2561627.500000 Penalty: 3513.200928
	Iteration 66Q: 3 clusters Score -2561628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -2561626.750000 Penalty: 3513.200928
	Iteration 67Q: 3 clusters Score -2561627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -2561619.750000 Penalty: 3513.200928
	Iteration 68Q: 3 clusters Score -2561620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -2561626.000000 Penalty: 3513.200928
	Iteration 69Q: 3 clusters Score -2561626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -2561621.750000 Penalty: 3513.200928
	Iteration 70Q: 3 clusters Score -2561622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -2561621.750000 Penalty: 3513.200928
	Iteration 71Q: 3 clusters Score -2561622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -2561625.250000 Penalty: 3513.200928
	Iteration 72Q: 3 clusters Score -2561625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -2561629.000000 Penalty: 3513.200928
	Iteration 73Q: 3 clusters Score -2561629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -2561634.750000 Penalty: 3513.200928
	Iteration 74Q: 3 clusters Score -2561635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -2561632.750000 Penalty: 3513.200928
	Iteration 75Q: 3 clusters Score -2561633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -2561634.250000 Penalty: 3513.200928
	Iteration 76Q: 3 clusters Score -2561634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -2561629.500000 Penalty: 3513.200928
	Iteration 77Q: 3 clusters Score -2561630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -2561629.250000 Penalty: 3513.200928
	Iteration 78Q: 3 clusters Score -2561629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -2561629.000000 Penalty: 3513.200928
	Iteration 79Q: 3 clusters Score -2561629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -2561632.500000 Penalty: 3513.200928
	Iteration 80F: 3 clusters Score -2561632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -2561632.000000 Penalty: 3513.200928
	Iteration 81Q: 3 clusters Score -2561632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -2561633.500000 Penalty: 3513.200928
	Iteration 82Q: 3 clusters Score -2561634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -2561633.500000 Penalty: 3513.200928
	Iteration 83F: 3 clusters Score -2561634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 59552 members 
Mstep: Class 4 contains 17718 members 
Mstep: Class 5 contains 31788 members 
Mstep: Class 8 contains 47985 members 
Mstep: Class 10 contains 1792 members 
Mstep: Class 12 contains 21737 members 
Mstep: Class 15 contains 56007 members 
Mstep: Class 16 contains 125667 members 
Mstep: Class 17 contains 5806 members 
Mstep: Class 20 contains 9860 members 
Mstep: Class 21 contains 19509 members 
Entering Unmasked Estep 
Score: -20838560.000000 Penalty: 27336.611328
Splitting cluster 4 changes total score from -20838742.000000 to -20838560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (47985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Entering Unmasked Estep 
Score: -2537388.000000 Penalty: 1751.529541
	Iteration 0F: 2 clusters Score -2537388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -2505287.500000 Penalty: 3503.059082
	Iteration 0F: 3 clusters Score -2505288 nChanged 22301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -2517879.250000 Penalty: 3503.059082
	Iteration 1F: 3 clusters Score -2517879 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -2518311.250000 Penalty: 3503.059082
	Iteration 2Q: 3 clusters Score -2518311 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -2518813.750000 Penalty: 3503.059082
	Iteration 3Q: 3 clusters Score -2518814 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -2519385.000000 Penalty: 3503.059082
	Iteration 4Q: 3 clusters Score -2519385 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -2520155.250000 Penalty: 3503.059082
	Iteration 5Q: 3 clusters Score -2520155 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -2521251.000000 Penalty: 3503.059082
	Iteration 6Q: 3 clusters Score -2521251 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -2522975.250000 Penalty: 3503.059082
	Iteration 7F: 3 clusters Score -2522975 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -2525397.500000 Penalty: 3503.059082
	Iteration 8F: 3 clusters Score -2525398 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -2528275.750000 Penalty: 3503.059082
	Iteration 9F: 3 clusters Score -2528276 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -2530887.250000 Penalty: 3503.059082
	Iteration 10F: 3 clusters Score -2530887 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -2532826.500000 Penalty: 3503.059082
	Iteration 11Q: 3 clusters Score -2532826 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -2534035.750000 Penalty: 3503.059082
	Iteration 12Q: 3 clusters Score -2534036 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -2534672.750000 Penalty: 3503.059082
	Iteration 13Q: 3 clusters Score -2534673 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -2535072.500000 Penalty: 3503.059082
	Iteration 14Q: 3 clusters Score -2535072 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -2535328.250000 Penalty: 3503.059082
	Iteration 15Q: 3 clusters Score -2535328 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -2535505.000000 Penalty: 3503.059082
	Iteration 16Q: 3 clusters Score -2535505 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -2535628.250000 Penalty: 3503.059082
	Iteration 17Q: 3 clusters Score -2535628 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -2535727.000000 Penalty: 3503.059082
	Iteration 18Q: 3 clusters Score -2535727 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -2535770.250000 Penalty: 3503.059082
	Iteration 19Q: 3 clusters Score -2535770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -2535803.750000 Penalty: 3503.059082
	Iteration 20F: 3 clusters Score -2535804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -2535824.000000 Penalty: 3503.059082
	Iteration 21Q: 3 clusters Score -2535824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -2535843.500000 Penalty: 3503.059082
	Iteration 22Q: 3 clusters Score -2535844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -2535868.000000 Penalty: 3503.059082
	Iteration 23Q: 3 clusters Score -2535868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -2535895.750000 Penalty: 3503.059082
	Iteration 24Q: 3 clusters Score -2535896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -2535911.000000 Penalty: 3503.059082
	Iteration 25Q: 3 clusters Score -2535911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -2535930.000000 Penalty: 3503.059082
	Iteration 26Q: 3 clusters Score -2535930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -2535933.000000 Penalty: 3503.059082
	Iteration 27Q: 3 clusters Score -2535933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -2535933.250000 Penalty: 3503.059082
	Iteration 28Q: 3 clusters Score -2535933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -2535937.750000 Penalty: 3503.059082
	Iteration 29Q: 3 clusters Score -2535938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -2535947.000000 Penalty: 3503.059082
	Iteration 30Q: 3 clusters Score -2535947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -2535948.500000 Penalty: 3503.059082
	Iteration 31Q: 3 clusters Score -2535948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -2535957.750000 Penalty: 3503.059082
	Iteration 32Q: 3 clusters Score -2535958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -2535959.500000 Penalty: 3503.059082
	Iteration 33Q: 3 clusters Score -2535960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -2535960.250000 Penalty: 3503.059082
	Iteration 34Q: 3 clusters Score -2535960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -2535963.250000 Penalty: 3503.059082
	Iteration 35Q: 3 clusters Score -2535963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -2535968.500000 Penalty: 3503.059082
	Iteration 36Q: 3 clusters Score -2535968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -2535972.250000 Penalty: 3503.059082
	Iteration 37Q: 3 clusters Score -2535972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -2535975.000000 Penalty: 3503.059082
	Iteration 38Q: 3 clusters Score -2535975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -2535975.500000 Penalty: 3503.059082
	Iteration 39Q: 3 clusters Score -2535976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -2535978.000000 Penalty: 3503.059082
	Iteration 40F: 3 clusters Score -2535978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -2535981.000000 Penalty: 3503.059082
	Iteration 41Q: 3 clusters Score -2535981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -2535981.500000 Penalty: 3503.059082
	Iteration 42Q: 3 clusters Score -2535982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -2535985.250000 Penalty: 3503.059082
	Iteration 43Q: 3 clusters Score -2535985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -2535984.500000 Penalty: 3503.059082
	Iteration 44Q: 3 clusters Score -2535984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -2535984.500000 Penalty: 3503.059082
	Iteration 45F: 3 clusters Score -2535984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -93363.234375 Penalty: 1217.301758
	Iteration 0F: 2 clusters Score -93363.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -91403.515625 Penalty: 2434.603516
	Iteration 0F: 3 clusters Score -91403.52 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -91770.632812 Penalty: 2434.603516
	Iteration 1F: 3 clusters Score -91770.63 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -91875.210938 Penalty: 2434.603516
	Iteration 2F: 3 clusters Score -91875.21 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -91944.960938 Penalty: 2434.603516
	Iteration 3F: 3 clusters Score -91944.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -91978.578125 Penalty: 2434.603516
	Iteration 4Q: 3 clusters Score -91978.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -92001.796875 Penalty: 2434.603516
	Iteration 5Q: 3 clusters Score -92001.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -92022.679688 Penalty: 2434.603516
	Iteration 6Q: 3 clusters Score -92022.68 nChanged 26
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: -92037.632812 Penalty: 2434.603516
	Iteration 7Q: 3 clusters Score -92037.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -92048.187500 Penalty: 2434.603516
	Iteration 8Q: 3 clusters Score -92048.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -92055.195312 Penalty: 2434.603516
	Iteration 9Q: 3 clusters Score -92055.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -92060.929688 Penalty: 2434.603516
	Iteration 10Q: 3 clusters Score -92060.93 nChanged 11
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: -92065.140625 Penalty: 2434.603516
	Iteration 11Q: 3 clusters Score -92065.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -92070.453125 Penalty: 2434.603516
	Iteration 12Q: 3 clusters Score -92070.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -92077.164062 Penalty: 2434.603516
	Iteration 13Q: 3 clusters Score -92077.16 nChanged 14
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: -92084.789062 Penalty: 2434.603516
	Iteration 14Q: 3 clusters Score -92084.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -92093.390625 Penalty: 2434.603516
	Iteration 15Q: 3 clusters Score -92093.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -92099.648438 Penalty: 2434.603516
	Iteration 16Q: 3 clusters Score -92099.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -92105.250000 Penalty: 2434.603516
	Iteration 17Q: 3 clusters Score -92105.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -92111.406250 Penalty: 2434.603516
	Iteration 18Q: 3 clusters Score -92111.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -92116.953125 Penalty: 2434.603516
	Iteration 19Q: 3 clusters Score -92116.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -92124.796875 Penalty: 2434.603516
	Iteration 20F: 3 clusters Score -92124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92132.070312 Penalty: 2434.603516
	Iteration 21Q: 3 clusters Score -92132.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -92137.125000 Penalty: 2434.603516
	Iteration 22Q: 3 clusters Score -92137.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -92144.750000 Penalty: 2434.603516
	Iteration 23Q: 3 clusters Score -92144.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -92148.289062 Penalty: 2434.603516
	Iteration 24Q: 3 clusters Score -92148.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -92151.453125 Penalty: 2434.603516
	Iteration 25Q: 3 clusters Score -92151.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -92155.382812 Penalty: 2434.603516
	Iteration 26Q: 3 clusters Score -92155.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -92159.046875 Penalty: 2434.603516
	Iteration 27Q: 3 clusters Score -92159.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -92163.289062 Penalty: 2434.603516
	Iteration 28Q: 3 clusters Score -92163.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -92167.515625 Penalty: 2434.603516
	Iteration 29Q: 3 clusters Score -92167.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -92173.273438 Penalty: 2434.603516
	Iteration 30Q: 3 clusters Score -92173.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -92175.289062 Penalty: 2434.603516
	Iteration 31Q: 3 clusters Score -92175.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -92179.921875 Penalty: 2434.603516
	Iteration 32Q: 3 clusters Score -92179.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -92182.070312 Penalty: 2434.603516
	Iteration 33Q: 3 clusters Score -92182.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -92184.859375 Penalty: 2434.603516
	Iteration 34Q: 3 clusters Score -92184.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92185.812500 Penalty: 2434.603516
	Iteration 35Q: 3 clusters Score -92185.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92185.812500 Penalty: 2434.603516
	Iteration 36F: 3 clusters Score -92185.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Entering Unmasked Estep 
Score: -1143779.875000 Penalty: 1622.850342
	Iteration 0F: 2 clusters Score -1143780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1129058.125000 Penalty: 3245.700684
	Iteration 0F: 3 clusters Score -1129058 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1134661.250000 Penalty: 3245.700684
	Iteration 1F: 3 clusters Score -1134661 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1135198.625000 Penalty: 3245.700684
	Iteration 2F: 3 clusters Score -1135199 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1135850.000000 Penalty: 3245.700684
	Iteration 3F: 3 clusters Score -1135850 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1136764.625000 Penalty: 3245.700684
	Iteration 4F: 3 clusters Score -1136765 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1137911.750000 Penalty: 3245.700684
	Iteration 5F: 3 clusters Score -1137912 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1139003.875000 Penalty: 3245.700684
	Iteration 6F: 3 clusters Score -1139004 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1139906.250000 Penalty: 3245.700684
	Iteration 7F: 3 clusters Score -1139906 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1140491.625000 Penalty: 3245.700684
	Iteration 8Q: 3 clusters Score -1140492 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -1140898.375000 Penalty: 3245.700684
	Iteration 9Q: 3 clusters Score -1140898 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -1141176.250000 Penalty: 3245.700684
	Iteration 10Q: 3 clusters Score -1141176 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -1141354.250000 Penalty: 3245.700684
	Iteration 11Q: 3 clusters Score -1141354 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1141500.375000 Penalty: 3245.700684
	Iteration 12Q: 3 clusters Score -1141500 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1141637.625000 Penalty: 3245.700684
	Iteration 13Q: 3 clusters Score -1141638 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -1141748.250000 Penalty: 3245.700684
	Iteration 14Q: 3 clusters Score -1141748 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1141845.250000 Penalty: 3245.700684
	Iteration 15Q: 3 clusters Score -1141845 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -1141932.000000 Penalty: 3245.700684
	Iteration 16Q: 3 clusters Score -1141932 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -1141994.625000 Penalty: 3245.700684
	Iteration 17Q: 3 clusters Score -1141995 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -1142037.375000 Penalty: 3245.700684
	Iteration 18Q: 3 clusters Score -1142037 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1142076.375000 Penalty: 3245.700684
	Iteration 19Q: 3 clusters Score -1142076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -1142108.125000 Penalty: 3245.700684
	Iteration 20F: 3 clusters Score -1142108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1142139.250000 Penalty: 3245.700684
	Iteration 21Q: 3 clusters Score -1142139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -1142166.625000 Penalty: 3245.700684
	Iteration 22Q: 3 clusters Score -1142167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -1142187.375000 Penalty: 3245.700684
	Iteration 23Q: 3 clusters Score -1142187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -1142202.500000 Penalty: 3245.700684
	Iteration 24Q: 3 clusters Score -1142202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -1142219.875000 Penalty: 3245.700684
	Iteration 25Q: 3 clusters Score -1142220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -1142230.125000 Penalty: 3245.700684
	Iteration 26Q: 3 clusters Score -1142230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -1142239.750000 Penalty: 3245.700684
	Iteration 27Q: 3 clusters Score -1142240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -1142247.000000 Penalty: 3245.700684
	Iteration 28Q: 3 clusters Score -1142247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -1142260.375000 Penalty: 3245.700684
	Iteration 29Q: 3 clusters Score -1142260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -1142267.000000 Penalty: 3245.700684
	Iteration 30Q: 3 clusters Score -1142267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -1142273.000000 Penalty: 3245.700684
	Iteration 31Q: 3 clusters Score -1142273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -1142279.250000 Penalty: 3245.700684
	Iteration 32Q: 3 clusters Score -1142279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -1142285.125000 Penalty: 3245.700684
	Iteration 33Q: 3 clusters Score -1142285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -1142290.125000 Penalty: 3245.700684
	Iteration 34Q: 3 clusters Score -1142290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -1142294.500000 Penalty: 3245.700684
	Iteration 35Q: 3 clusters Score -1142294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -1142298.875000 Penalty: 3245.700684
	Iteration 36Q: 3 clusters Score -1142299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -1142302.625000 Penalty: 3245.700684
	Iteration 37Q: 3 clusters Score -1142303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -1142309.125000 Penalty: 3245.700684
	Iteration 38Q: 3 clusters Score -1142309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -1142311.125000 Penalty: 3245.700684
	Iteration 39Q: 3 clusters Score -1142311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -1142313.250000 Penalty: 3245.700684
	Iteration 40F: 3 clusters Score -1142313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -1142316.250000 Penalty: 3245.700684
	Iteration 41Q: 3 clusters Score -1142316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -1142321.000000 Penalty: 3245.700684
	Iteration 42Q: 3 clusters Score -1142321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -1142326.125000 Penalty: 3245.700684
	Iteration 43Q: 3 clusters Score -1142326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -1142331.750000 Penalty: 3245.700684
	Iteration 44Q: 3 clusters Score -1142332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -1142337.875000 Penalty: 3245.700684
	Iteration 45Q: 3 clusters Score -1142338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -1142343.625000 Penalty: 3245.700684
	Iteration 46Q: 3 clusters Score -1142344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -1142346.000000 Penalty: 3245.700684
	Iteration 47Q: 3 clusters Score -1142346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1142351.500000 Penalty: 3245.700684
	Iteration 48Q: 3 clusters Score -1142352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -1142359.500000 Penalty: 3245.700684
	Iteration 49Q: 3 clusters Score -1142360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -1142363.500000 Penalty: 3245.700684
	Iteration 50Q: 3 clusters Score -1142364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -1142366.000000 Penalty: 3245.700684
	Iteration 51Q: 3 clusters Score -1142366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -1142369.000000 Penalty: 3245.700684
	Iteration 52Q: 3 clusters Score -1142369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -1142371.375000 Penalty: 3245.700684
	Iteration 53Q: 3 clusters Score -1142371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -1142371.375000 Penalty: 3245.700684
	Iteration 54Q: 3 clusters Score -1142371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -1142370.875000 Penalty: 3245.700684
	Iteration 55Q: 3 clusters Score -1142371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -1142370.500000 Penalty: 3245.700684
	Iteration 56Q: 3 clusters Score -1142370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -1142371.750000 Penalty: 3245.700684
	Iteration 57Q: 3 clusters Score -1142372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -1142375.250000 Penalty: 3245.700684
	Iteration 58Q: 3 clusters Score -1142375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -1142375.375000 Penalty: 3245.700684
	Iteration 59Q: 3 clusters Score -1142375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -1142378.625000 Penalty: 3245.700684
	Iteration 60F: 3 clusters Score -1142379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -1142380.250000 Penalty: 3245.700684
	Iteration 61Q: 3 clusters Score -1142380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -1142379.625000 Penalty: 3245.700684
	Iteration 62Q: 3 clusters Score -1142380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -1142380.750000 Penalty: 3245.700684
	Iteration 63Q: 3 clusters Score -1142381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -1142380.000000 Penalty: 3245.700684
	Iteration 64Q: 3 clusters Score -1142380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -1142381.375000 Penalty: 3245.700684
	Iteration 65Q: 3 clusters Score -1142381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -1142381.375000 Penalty: 3245.700684
	Iteration 66F: 3 clusters Score -1142381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Entering Unmasked Estep 
Score: -2947458.750000 Penalty: 1776.650269
	Iteration 0F: 2 clusters Score -2947459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -2910039.250000 Penalty: 3553.300537
	Iteration 0F: 3 clusters Score -2910039 nChanged 26508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2925505.500000 Penalty: 3553.300537
	Iteration 1F: 3 clusters Score -2925506 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2926842.250000 Penalty: 3553.300537
	Iteration 2F: 3 clusters Score -2926842 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2929319.500000 Penalty: 3553.300537
	Iteration 3F: 3 clusters Score -2929320 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2933399.000000 Penalty: 3553.300537
	Iteration 4F: 3 clusters Score -2933399 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2938421.250000 Penalty: 3553.300537
	Iteration 5F: 3 clusters Score -2938421 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2942528.750000 Penalty: 3553.300537
	Iteration 6F: 3 clusters Score -2942529 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2944725.000000 Penalty: 3553.300537
	Iteration 7Q: 3 clusters Score -2944725 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2945580.250000 Penalty: 3553.300537
	Iteration 8Q: 3 clusters Score -2945580 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2945894.250000 Penalty: 3553.300537
	Iteration 9Q: 3 clusters Score -2945894 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2946004.250000 Penalty: 3553.300537
	Iteration 10Q: 3 clusters Score -2946004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2946047.750000 Penalty: 3553.300537
	Iteration 11Q: 3 clusters Score -2946048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2946067.500000 Penalty: 3553.300537
	Iteration 12Q: 3 clusters Score -2946068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2946089.000000 Penalty: 3553.300537
	Iteration 13Q: 3 clusters Score -2946089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2946107.750000 Penalty: 3553.300537
	Iteration 14Q: 3 clusters Score -2946108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2946117.500000 Penalty: 3553.300537
	Iteration 15Q: 3 clusters Score -2946118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2946121.000000 Penalty: 3553.300537
	Iteration 16Q: 3 clusters Score -2946121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2946125.750000 Penalty: 3553.300537
	Iteration 17Q: 3 clusters Score -2946126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2946129.500000 Penalty: 3553.300537
	Iteration 18Q: 3 clusters Score -2946130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2946129.500000 Penalty: 3553.300537
	Iteration 19F: 3 clusters Score -2946130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (125667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125667 members 
Entering Unmasked Estep 
Score: -6432902.000000 Penalty: 1907.976074
	Iteration 0F: 2 clusters Score -6432902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -6348703.000000 Penalty: 3815.952148
	Iteration 0F: 3 clusters Score -6348703 nChanged 60314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -6384321.000000 Penalty: 3815.952148
	Iteration 1F: 3 clusters Score -6384321 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -6385470.500000 Penalty: 3815.952148
	Iteration 2Q: 3 clusters Score -6385470 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 74852 members 
Entering Unmasked Estep 
Score: -6387402.500000 Penalty: 3815.952148
	Iteration 3Q: 3 clusters Score -6387402 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -6390879.500000 Penalty: 3815.952148
	Iteration 4F: 3 clusters Score -6390880 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -6397106.500000 Penalty: 3815.952148
	Iteration 5F: 3 clusters Score -6397106 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 100315 members 
Entering Unmasked Estep 
Score: -6406548.500000 Penalty: 3815.952148
	Iteration 6F: 3 clusters Score -6406548 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 110968 members 
Entering Unmasked Estep 
Score: -6416992.000000 Penalty: 3815.952148
	Iteration 7F: 3 clusters Score -6416992 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 118814 members 
Entering Unmasked Estep 
Score: -6424948.000000 Penalty: 3815.952148
	Iteration 8F: 3 clusters Score -6424948 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 122841 members 
Entering Unmasked Estep 
Score: -6428827.500000 Penalty: 3815.952148
	Iteration 9Q: 3 clusters Score -6428828 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 124502 members 
Entering Unmasked Estep 
Score: -6430348.500000 Penalty: 3815.952148
	Iteration 10Q: 3 clusters Score -6430348 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 125109 members 
Entering Unmasked Estep 
Score: -6430856.000000 Penalty: 3815.952148
	Iteration 11Q: 3 clusters Score -6430856 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 125296 members 
Entering Unmasked Estep 
Score: -6431031.000000 Penalty: 3815.952148
	Iteration 12Q: 3 clusters Score -6431031 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 125369 members 
Entering Unmasked Estep 
Score: -6431094.000000 Penalty: 3815.952148
	Iteration 13Q: 3 clusters Score -6431094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 125400 members 
Entering Unmasked Estep 
Score: -6431132.500000 Penalty: 3815.952148
	Iteration 14Q: 3 clusters Score -6431132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 125423 members 
Entering Unmasked Estep 
Score: -6431166.500000 Penalty: 3815.952148
	Iteration 15Q: 3 clusters Score -6431166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 125428 members 
Entering Unmasked Estep 
Score: -6431180.500000 Penalty: 3815.952148
	Iteration 16Q: 3 clusters Score -6431180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 125441 members 
Entering Unmasked Estep 
Score: -6431190.000000 Penalty: 3815.952148
	Iteration 17Q: 3 clusters Score -6431190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 125447 members 
Entering Unmasked Estep 
Score: -6431188.500000 Penalty: 3815.952148
	Iteration 18Q: 3 clusters Score -6431188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125451 members 
Entering Unmasked Estep 
Score: -6431192.000000 Penalty: 3815.952148
	Iteration 19Q: 3 clusters Score -6431192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 125455 members 
Entering Unmasked Estep 
Score: -6431199.000000 Penalty: 3815.952148
	Iteration 20F: 3 clusters Score -6431199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 125457 members 
Entering Unmasked Estep 
Score: -6431208.500000 Penalty: 3815.952148
	Iteration 21Q: 3 clusters Score -6431208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 125460 members 
Entering Unmasked Estep 
Score: -6431211.000000 Penalty: 3815.952148
	Iteration 22Q: 3 clusters Score -6431211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125459 members 
Entering Unmasked Estep 
Score: -6431214.500000 Penalty: 3815.952148
	Iteration 23Q: 3 clusters Score -6431214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 125460 members 
Entering Unmasked Estep 
Score: -6431219.000000 Penalty: 3815.952148
	Iteration 24Q: 3 clusters Score -6431219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 125456 members 
Entering Unmasked Estep 
Score: -6431219.500000 Penalty: 3815.952148
	Iteration 25Q: 3 clusters Score -6431220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -6431222.500000 Penalty: 3815.952148
	Iteration 26Q: 3 clusters Score -6431222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125459 members 
Entering Unmasked Estep 
Score: -6431224.500000 Penalty: 3815.952148
	Iteration 27Q: 3 clusters Score -6431224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -6431225.000000 Penalty: 3815.952148
	Iteration 28Q: 3 clusters Score -6431225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125459 members 
Entering Unmasked Estep 
Score: -6431225.500000 Penalty: 3815.952148
	Iteration 29Q: 3 clusters Score -6431226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 125462 members 
Entering Unmasked Estep 
Score: -6431234.000000 Penalty: 3815.952148
	Iteration 30Q: 3 clusters Score -6431234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 125460 members 
Entering Unmasked Estep 
Score: -6431233.500000 Penalty: 3815.952148
	Iteration 31Q: 3 clusters Score -6431234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 125460 members 
Entering Unmasked Estep 
Score: -6431233.500000 Penalty: 3815.952148
	Iteration 32F: 3 clusters Score -6431234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Entering Unmasked Estep 
Score: -316148.500000 Penalty: 1408.330078
	Iteration 0F: 2 clusters Score -316148.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -311635.843750 Penalty: 2816.660156
	Iteration 0F: 3 clusters Score -311635.8 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -312934.156250 Penalty: 2816.660156
	Iteration 1F: 3 clusters Score -312934.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -313118.062500 Penalty: 2816.660156
	Iteration 2F: 3 clusters Score -313118.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -313240.656250 Penalty: 2816.660156
	Iteration 3F: 3 clusters Score -313240.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -313315.375000 Penalty: 2816.660156
	Iteration 4Q: 3 clusters Score -313315.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -313378.468750 Penalty: 2816.660156
	Iteration 5Q: 3 clusters Score -313378.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -313436.437500 Penalty: 2816.660156
	Iteration 6Q: 3 clusters Score -313436.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -313496.312500 Penalty: 2816.660156
	Iteration 7Q: 3 clusters Score -313496.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -313559.406250 Penalty: 2816.660156
	Iteration 8Q: 3 clusters Score -313559.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -313631.156250 Penalty: 2816.660156
	Iteration 9Q: 3 clusters Score -313631.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -313712.250000 Penalty: 2816.660156
	Iteration 10Q: 3 clusters Score -313712.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -313806.000000 Penalty: 2816.660156
	Iteration 11Q: 3 clusters Score -313806 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -313915.437500 Penalty: 2816.660156
	Iteration 12Q: 3 clusters Score -313915.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -314028.406250 Penalty: 2816.660156
	Iteration 13Q: 3 clusters Score -314028.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -314139.656250 Penalty: 2816.660156
	Iteration 14Q: 3 clusters Score -314139.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -314265.312500 Penalty: 2816.660156
	Iteration 15Q: 3 clusters Score -314265.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -314394.125000 Penalty: 2816.660156
	Iteration 16Q: 3 clusters Score -314394.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -314510.718750 Penalty: 2816.660156
	Iteration 17Q: 3 clusters Score -314510.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -314594.625000 Penalty: 2816.660156
	Iteration 18Q: 3 clusters Score -314594.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -314673.656250 Penalty: 2816.660156
	Iteration 19Q: 3 clusters Score -314673.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -314739.281250 Penalty: 2816.660156
	Iteration 20F: 3 clusters Score -314739.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -314796.375000 Penalty: 2816.660156
	Iteration 21Q: 3 clusters Score -314796.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -314828.593750 Penalty: 2816.660156
	Iteration 22Q: 3 clusters Score -314828.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -314850.781250 Penalty: 2816.660156
	Iteration 23Q: 3 clusters Score -314850.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -314869.937500 Penalty: 2816.660156
	Iteration 24Q: 3 clusters Score -314869.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -314880.968750 Penalty: 2816.660156
	Iteration 25Q: 3 clusters Score -314881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -314888.750000 Penalty: 2816.660156
	Iteration 26Q: 3 clusters Score -314888.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -314897.906250 Penalty: 2816.660156
	Iteration 27Q: 3 clusters Score -314897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -314905.000000 Penalty: 2816.660156
	Iteration 28Q: 3 clusters Score -314905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -314911.687500 Penalty: 2816.660156
	Iteration 29Q: 3 clusters Score -314911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -314918.000000 Penalty: 2816.660156
	Iteration 30Q: 3 clusters Score -314918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -314918.000000 Penalty: 2816.660156
	Iteration 31F: 3 clusters Score -314918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Entering Unmasked Estep 
Score: -478557.375000 Penalty: 1494.389282
	Iteration 0F: 2 clusters Score -478557.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -471576.968750 Penalty: 2988.778564
	Iteration 0F: 3 clusters Score -471577 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -474624.000000 Penalty: 2988.778564
	Iteration 1F: 3 clusters Score -474624 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -475797.343750 Penalty: 2988.778564
	Iteration 2F: 3 clusters Score -475797.3 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -477004.593750 Penalty: 2988.778564
	Iteration 3F: 3 clusters Score -477004.6 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -477991.750000 Penalty: 2988.778564
	Iteration 4F: 3 clusters Score -477991.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -478529.437500 Penalty: 2988.778564
	Iteration 5F: 3 clusters Score -478529.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -478752.312500 Penalty: 2988.778564
	Iteration 6Q: 3 clusters Score -478752.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -478849.343750 Penalty: 2988.778564
	Iteration 7Q: 3 clusters Score -478849.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -478887.375000 Penalty: 2988.778564
	Iteration 8Q: 3 clusters Score -478887.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -478903.468750 Penalty: 2988.778564
	Iteration 9Q: 3 clusters Score -478903.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -478910.562500 Penalty: 2988.778564
	Iteration 10Q: 3 clusters Score -478910.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -478916.125000 Penalty: 2988.778564
	Iteration 11Q: 3 clusters Score -478916.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -478920.875000 Penalty: 2988.778564
	Iteration 12Q: 3 clusters Score -478920.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -478923.937500 Penalty: 2988.778564
	Iteration 13Q: 3 clusters Score -478923.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -478927.593750 Penalty: 2988.778564
	Iteration 14Q: 3 clusters Score -478927.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -478929.218750 Penalty: 2988.778564
	Iteration 15Q: 3 clusters Score -478929.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -478932.687500 Penalty: 2988.778564
	Iteration 16Q: 3 clusters Score -478932.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -478934.375000 Penalty: 2988.778564
	Iteration 17Q: 3 clusters Score -478934.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -478936.781250 Penalty: 2988.778564
	Iteration 18Q: 3 clusters Score -478936.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -478938.968750 Penalty: 2988.778564
	Iteration 19Q: 3 clusters Score -478939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -478939.656250 Penalty: 2988.778564
	Iteration 20F: 3 clusters Score -478939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -478941.125000 Penalty: 2988.778564
	Iteration 21Q: 3 clusters Score -478941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -478940.656250 Penalty: 2988.778564
	Iteration 22Q: 3 clusters Score -478940.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -478942.343750 Penalty: 2988.778564
	Iteration 23Q: 3 clusters Score -478942.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -478944.406250 Penalty: 2988.778564
	Iteration 24Q: 3 clusters Score -478944.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -478947.843750 Penalty: 2988.778564
	Iteration 25Q: 3 clusters Score -478947.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -478949.593750 Penalty: 2988.778564
	Iteration 26Q: 3 clusters Score -478949.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -478953.218750 Penalty: 2988.778564
	Iteration 27Q: 3 clusters Score -478953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -478952.968750 Penalty: 2988.778564
	Iteration 28Q: 3 clusters Score -478953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -478953.687500 Penalty: 2988.778564
	Iteration 29Q: 3 clusters Score -478953.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -478952.750000 Penalty: 2988.778564
	Iteration 30Q: 3 clusters Score -478952.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -478954.187500 Penalty: 2988.778564
	Iteration 31Q: 3 clusters Score -478954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -478954.437500 Penalty: 2988.778564
	Iteration 32Q: 3 clusters Score -478954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -478955.125000 Penalty: 2988.778564
	Iteration 33Q: 3 clusters Score -478955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -478957.156250 Penalty: 2988.778564
	Iteration 34Q: 3 clusters Score -478957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -478955.937500 Penalty: 2988.778564
	Iteration 35Q: 3 clusters Score -478955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -478957.593750 Penalty: 2988.778564
	Iteration 36Q: 3 clusters Score -478957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -478957.875000 Penalty: 2988.778564
	Iteration 37Q: 3 clusters Score -478957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -478957.750000 Penalty: 2988.778564
	Iteration 38Q: 3 clusters Score -478957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -478957.750000 Penalty: 2988.778564
	Iteration 39F: 3 clusters Score -478957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 59552 members 
Mstep: Class 4 contains 49506 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 8 contains 47985 members 
Mstep: Class 10 contains 1792 members 
Mstep: Class 12 contains 21737 members 
Mstep: Class 15 contains 56007 members 
Mstep: Class 16 contains 125667 members 
Mstep: Class 17 contains 5806 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 19509 members 
Entering Unmasked Estep 
Score: -20838540.000000 Penalty: 27336.611328
Splitting cluster 20 changes total score from -20838742.000000 to -20838540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (19509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Entering Unmasked Estep 
Score: -1036881.750000 Penalty: 1605.277588
	Iteration 0F: 2 clusters Score -1036882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1023563.875000 Penalty: 3210.555176
	Iteration 0F: 3 clusters Score -1023564 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1028221.187500 Penalty: 3210.555176
	Iteration 1F: 3 clusters Score -1028221 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1028503.750000 Penalty: 3210.555176
	Iteration 2Q: 3 clusters Score -1028504 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1028732.500000 Penalty: 3210.555176
	Iteration 3Q: 3 clusters Score -1028732 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1028948.812500 Penalty: 3210.555176
	Iteration 4Q: 3 clusters Score -1028949 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1029231.500000 Penalty: 3210.555176
	Iteration 5Q: 3 clusters Score -1029232 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1029615.812500 Penalty: 3210.555176
	Iteration 6Q: 3 clusters Score -1029616 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1030176.000000 Penalty: 3210.555176
	Iteration 7F: 3 clusters Score -1030176 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1030969.687500 Penalty: 3210.555176
	Iteration 8F: 3 clusters Score -1030970 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1032033.000000 Penalty: 3210.555176
	Iteration 9F: 3 clusters Score -1032033 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1033259.750000 Penalty: 3210.555176
	Iteration 10F: 3 clusters Score -1033260 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1034216.125000 Penalty: 3210.555176
	Iteration 11F: 3 clusters Score -1034216 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1034813.937500 Penalty: 3210.555176
	Iteration 12Q: 3 clusters Score -1034814 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1035133.375000 Penalty: 3210.555176
	Iteration 13Q: 3 clusters Score -1035133 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1035289.500000 Penalty: 3210.555176
	Iteration 14Q: 3 clusters Score -1035290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1035390.062500 Penalty: 3210.555176
	Iteration 15Q: 3 clusters Score -1035390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1035448.375000 Penalty: 3210.555176
	Iteration 16Q: 3 clusters Score -1035448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1035484.375000 Penalty: 3210.555176
	Iteration 17Q: 3 clusters Score -1035484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1035522.000000 Penalty: 3210.555176
	Iteration 18Q: 3 clusters Score -1035522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1035539.562500 Penalty: 3210.555176
	Iteration 19Q: 3 clusters Score -1035540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1035554.875000 Penalty: 3210.555176
	Iteration 20F: 3 clusters Score -1035555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1035573.625000 Penalty: 3210.555176
	Iteration 21Q: 3 clusters Score -1035574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1035579.562500 Penalty: 3210.555176
	Iteration 22Q: 3 clusters Score -1035580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1035584.312500 Penalty: 3210.555176
	Iteration 23Q: 3 clusters Score -1035584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1035589.937500 Penalty: 3210.555176
	Iteration 24Q: 3 clusters Score -1035590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1035589.937500 Penalty: 3210.555176
	Iteration 25F: 3 clusters Score -1035590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 59552 members 
Mstep: Class 4 contains 49506 members 
Mstep: Class 8 contains 47985 members 
Mstep: Class 10 contains 1792 members 
Mstep: Class 12 contains 21737 members 
Mstep: Class 15 contains 56007 members 
Mstep: Class 16 contains 125667 members 
Mstep: Class 17 contains 5806 members 
Mstep: Class 20 contains 9860 members 
Mstep: Class 21 contains 19509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20838854.000000 Penalty: 25233.794922
Iteration 39Q: 13 clusters Score -2.083885e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 59456 members 
Mstep: Class 4 contains 49197 members 
Mstep: Class 8 contains 47815 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 12 contains 21676 members 
Mstep: Class 15 contains 55911 members 
Mstep: Class 16 contains 126671 members 
Mstep: Class 17 contains 5587 members 
Mstep: Class 20 contains 9863 members 
Mstep: Class 21 contains 19298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839062.000000 Penalty: 25233.794922
Iteration 40F: 13 clusters Score -2.083906e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 59378 members 
Mstep: Class 4 contains 48854 members 
Mstep: Class 8 contains 47615 members 
Mstep: Class 10 contains 1888 members 
Mstep: Class 12 contains 21576 members 
Mstep: Class 15 contains 55802 members 
Mstep: Class 16 contains 127669 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 20 contains 9863 members 
Mstep: Class 21 contains 19091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839312.000000 Penalty: 25233.794922
Iteration 41Q: 13 clusters Score -2.083931e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 2662 members 
Mstep: Class 3 contains 59306 members 
Mstep: Class 4 contains 48555 members 
Mstep: Class 8 contains 47432 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 12 contains 21476 members 
Mstep: Class 15 contains 55688 members 
Mstep: Class 16 contains 128596 members 
Mstep: Class 17 contains 5194 members 
Mstep: Class 20 contains 9870 members 
Mstep: Class 21 contains 18907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839344.000000 Penalty: 25233.794922
Iteration 42Q: 13 clusters Score -2.083934e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 59238 members 
Mstep: Class 4 contains 48264 members 
Mstep: Class 8 contains 47228 members 
Mstep: Class 10 contains 2026 members 
Mstep: Class 12 contains 21368 members 
Mstep: Class 15 contains 55582 members 
Mstep: Class 16 contains 129529 members 
Mstep: Class 17 contains 4998 members 
Mstep: Class 20 contains 9881 members 
Mstep: Class 21 contains 18722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839476.000000 Penalty: 25233.794922
Iteration 43Q: 13 clusters Score -2.083948e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 59160 members 
Mstep: Class 4 contains 47963 members 
Mstep: Class 8 contains 47060 members 
Mstep: Class 10 contains 2079 members 
Mstep: Class 12 contains 21273 members 
Mstep: Class 15 contains 55491 members 
Mstep: Class 16 contains 130423 members 
Mstep: Class 17 contains 4831 members 
Mstep: Class 20 contains 9889 members 
Mstep: Class 21 contains 18540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839618.000000 Penalty: 25233.794922
Iteration 44Q: 13 clusters Score -2.083962e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 59080 members 
Mstep: Class 4 contains 47694 members 
Mstep: Class 8 contains 46903 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 12 contains 21165 members 
Mstep: Class 15 contains 55393 members 
Mstep: Class 16 contains 131314 members 
Mstep: Class 17 contains 4656 members 
Mstep: Class 20 contains 9899 members 
Mstep: Class 21 contains 18351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839744.000000 Penalty: 25233.794922
Iteration 45Q: 13 clusters Score -2.083974e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 59004 members 
Mstep: Class 4 contains 47429 members 
Mstep: Class 8 contains 46764 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 12 contains 21050 members 
Mstep: Class 15 contains 55298 members 
Mstep: Class 16 contains 132146 members 
Mstep: Class 17 contains 4490 members 
Mstep: Class 20 contains 9901 members 
Mstep: Class 21 contains 18199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839864.000000 Penalty: 25233.794922
Iteration 46Q: 13 clusters Score -2.083986e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 58937 members 
Mstep: Class 4 contains 47176 members 
Mstep: Class 8 contains 46619 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 12 contains 20937 members 
Mstep: Class 15 contains 55213 members 
Mstep: Class 16 contains 132993 members 
Mstep: Class 17 contains 4338 members 
Mstep: Class 20 contains 9901 members 
Mstep: Class 21 contains 18025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839866.000000 Penalty: 25233.794922
Iteration 47Q: 13 clusters Score -2.083987e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 2653 members 
Mstep: Class 3 contains 58867 members 
Mstep: Class 4 contains 46940 members 
Mstep: Class 8 contains 46493 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 12 contains 20831 members 
Mstep: Class 15 contains 55124 members 
Mstep: Class 16 contains 133770 members 
Mstep: Class 17 contains 4208 members 
Mstep: Class 20 contains 9902 members 
Mstep: Class 21 contains 17879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840004.000000 Penalty: 25233.794922
Iteration 48Q: 13 clusters Score -2.084e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2653 members 
Mstep: Class 3 contains 58776 members 
Mstep: Class 4 contains 46747 members 
Mstep: Class 8 contains 46373 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 12 contains 20734 members 
Mstep: Class 15 contains 55051 members 
Mstep: Class 16 contains 134527 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 20 contains 9900 members 
Mstep: Class 21 contains 17723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840114.000000 Penalty: 25233.794922
Iteration 49Q: 13 clusters Score -2.084011e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 58690 members 
Mstep: Class 4 contains 46561 members 
Mstep: Class 8 contains 46230 members 
Mstep: Class 10 contains 2266 members 
Mstep: Class 12 contains 20634 members 
Mstep: Class 15 contains 54986 members 
Mstep: Class 16 contains 135278 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 20 contains 9904 members 
Mstep: Class 21 contains 17570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840190.000000 Penalty: 25233.794922
Iteration 50Q: 13 clusters Score -2.084019e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 3 contains 58617 members 
Mstep: Class 4 contains 46386 members 
Mstep: Class 8 contains 46099 members 
Mstep: Class 10 contains 2284 members 
Mstep: Class 12 contains 20540 members 
Mstep: Class 15 contains 54927 members 
Mstep: Class 16 contains 135966 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 20 contains 9903 members 
Mstep: Class 21 contains 17437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840250.000000 Penalty: 25233.794922
Iteration 51Q: 13 clusters Score -2.084025e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 3 contains 58556 members 
Mstep: Class 4 contains 46194 members 
Mstep: Class 8 contains 45970 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 12 contains 20460 members 
Mstep: Class 15 contains 54866 members 
Mstep: Class 16 contains 136661 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 20 contains 9904 members 
Mstep: Class 21 contains 17305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840334.000000 Penalty: 25233.794922
Iteration 52Q: 13 clusters Score -2.084033e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 3 contains 58494 members 
Mstep: Class 4 contains 46003 members 
Mstep: Class 8 contains 45850 members 
Mstep: Class 10 contains 2305 members 
Mstep: Class 12 contains 20365 members 
Mstep: Class 15 contains 54793 members 
Mstep: Class 16 contains 137370 members 
Mstep: Class 17 contains 3415 members 
Mstep: Class 20 contains 9908 members 
Mstep: Class 21 contains 17169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840464.000000 Penalty: 25233.794922
Iteration 53Q: 13 clusters Score -2.084046e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 3 contains 58421 members 
Mstep: Class 4 contains 45838 members 
Mstep: Class 8 contains 45758 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 12 contains 20273 members 
Mstep: Class 15 contains 54717 members 
Mstep: Class 16 contains 138020 members 
Mstep: Class 17 contains 3261 members 
Mstep: Class 20 contains 9909 members 
Mstep: Class 21 contains 17056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840622.000000 Penalty: 25233.794922
Iteration 54Q: 13 clusters Score -2.084062e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 58354 members 
Mstep: Class 4 contains 45668 members 
Mstep: Class 8 contains 45664 members 
Mstep: Class 10 contains 2331 members 
Mstep: Class 12 contains 20192 members 
Mstep: Class 15 contains 54625 members 
Mstep: Class 16 contains 138684 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 20 contains 9909 members 
Mstep: Class 21 contains 16923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840742.000000 Penalty: 25233.794922
Iteration 55Q: 13 clusters Score -2.084074e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 58291 members 
Mstep: Class 4 contains 45502 members 
Mstep: Class 8 contains 45577 members 
Mstep: Class 10 contains 2341 members 
Mstep: Class 12 contains 20109 members 
Mstep: Class 15 contains 54543 members 
Mstep: Class 16 contains 139333 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 20 contains 9912 members 
Mstep: Class 21 contains 16782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840806.000000 Penalty: 25233.794922
Iteration 56Q: 13 clusters Score -2.084081e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 3 contains 58220 members 
Mstep: Class 4 contains 45337 members 
Mstep: Class 8 contains 45498 members 
Mstep: Class 10 contains 2355 members 
Mstep: Class 12 contains 20033 members 
Mstep: Class 15 contains 54465 members 
Mstep: Class 16 contains 139976 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 20 contains 9924 members 
Mstep: Class 21 contains 16624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840928.000000 Penalty: 25233.794922
Iteration 57Q: 13 clusters Score -2.084093e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 58155 members 
Mstep: Class 4 contains 45150 members 
Mstep: Class 8 contains 45417 members 
Mstep: Class 10 contains 2372 members 
Mstep: Class 12 contains 19959 members 
Mstep: Class 15 contains 54374 members 
Mstep: Class 16 contains 140627 members 
Mstep: Class 17 contains 2716 members 
Mstep: Class 20 contains 9926 members 
Mstep: Class 21 contains 16479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840998.000000 Penalty: 25233.794922
Iteration 58Q: 13 clusters Score -2.0841e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 58083 members 
Mstep: Class 4 contains 44959 members 
Mstep: Class 8 contains 45352 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 12 contains 19887 members 
Mstep: Class 15 contains 54290 members 
Mstep: Class 16 contains 141262 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 20 contains 9927 members 
Mstep: Class 21 contains 16339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841122.000000 Penalty: 25233.794922
Iteration 59Q: 13 clusters Score -2.084112e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 58013 members 
Mstep: Class 4 contains 44741 members 
Mstep: Class 8 contains 45282 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 12 contains 19806 members 
Mstep: Class 15 contains 54221 members 
Mstep: Class 16 contains 141911 members 
Mstep: Class 17 contains 2463 members 
Mstep: Class 20 contains 9928 members 
Mstep: Class 21 contains 16207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841186.000000 Penalty: 25233.794922
Iteration 60F: 13 clusters Score -2.084119e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 57953 members 
Mstep: Class 4 contains 44534 members 
Mstep: Class 8 contains 45212 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 12 contains 19731 members 
Mstep: Class 15 contains 54135 members 
Mstep: Class 16 contains 142511 members 
Mstep: Class 17 contains 2350 members 
Mstep: Class 20 contains 9931 members 
Mstep: Class 21 contains 16100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841152.000000 Penalty: 25233.794922
Iteration 61Q: 13 clusters Score -2.084115e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 57901 members 
Mstep: Class 4 contains 44353 members 
Mstep: Class 8 contains 45124 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 12 contains 19657 members 
Mstep: Class 15 contains 54050 members 
Mstep: Class 16 contains 143117 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 20 contains 9931 members 
Mstep: Class 21 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841214.000000 Penalty: 25233.794922
Iteration 62Q: 13 clusters Score -2.084121e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 57841 members 
Mstep: Class 4 contains 44170 members 
Mstep: Class 8 contains 45048 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 12 contains 19583 members 
Mstep: Class 15 contains 53966 members 
Mstep: Class 16 contains 143725 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 20 contains 9937 members 
Mstep: Class 21 contains 15857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841372.000000 Penalty: 25233.794922
Iteration 63Q: 13 clusters Score -2.084137e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 57771 members 
Mstep: Class 4 contains 43996 members 
Mstep: Class 8 contains 44972 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 12 contains 19498 members 
Mstep: Class 15 contains 53893 members 
Mstep: Class 16 contains 144339 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 20 contains 9937 members 
Mstep: Class 21 contains 15729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841310.000000 Penalty: 25233.794922
Iteration 64Q: 13 clusters Score -2.084131e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 57715 members 
Mstep: Class 4 contains 43817 members 
Mstep: Class 8 contains 44894 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 12 contains 19397 members 
Mstep: Class 15 contains 53835 members 
Mstep: Class 16 contains 144955 members 
Mstep: Class 17 contains 2048 members 
Mstep: Class 20 contains 9933 members 
Mstep: Class 21 contains 15595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841348.000000 Penalty: 25233.794922
Iteration 65Q: 13 clusters Score -2.084135e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 57645 members 
Mstep: Class 4 contains 43627 members 
Mstep: Class 8 contains 44811 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 15 contains 53787 members 
Mstep: Class 16 contains 145581 members 
Mstep: Class 17 contains 1982 members 
Mstep: Class 20 contains 9928 members 
Mstep: Class 21 contains 15451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841428.000000 Penalty: 25233.794922
Iteration 66Q: 13 clusters Score -2.084143e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 57586 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 8 contains 44732 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 12 contains 19229 members 
Mstep: Class 15 contains 53732 members 
Mstep: Class 16 contains 146229 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 20 contains 9925 members 
Mstep: Class 21 contains 15313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841480.000000 Penalty: 25233.794922
Iteration 67Q: 13 clusters Score -2.084148e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 57523 members 
Mstep: Class 4 contains 43194 members 
Mstep: Class 8 contains 44645 members 
Mstep: Class 10 contains 2425 members 
Mstep: Class 12 contains 19138 members 
Mstep: Class 15 contains 53680 members 
Mstep: Class 16 contains 146888 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 20 contains 9921 members 
Mstep: Class 21 contains 15182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841588.000000 Penalty: 25233.794922
Iteration 68Q: 13 clusters Score -2.084159e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 57446 members 
Mstep: Class 4 contains 42996 members 
Mstep: Class 8 contains 44554 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 12 contains 19078 members 
Mstep: Class 15 contains 53617 members 
Mstep: Class 16 contains 147541 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 20 contains 9929 members 
Mstep: Class 21 contains 15036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841554.000000 Penalty: 25233.794922
Iteration 69Q: 13 clusters Score -2.084155e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 2612 members 
Mstep: Class 3 contains 57381 members 
Mstep: Class 4 contains 42792 members 
Mstep: Class 8 contains 44460 members 
Mstep: Class 10 contains 2429 members 
Mstep: Class 12 contains 19004 members 
Mstep: Class 15 contains 53542 members 
Mstep: Class 16 contains 148225 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 20 contains 9928 members 
Mstep: Class 21 contains 14898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841630.000000 Penalty: 25233.794922
Iteration 70Q: 13 clusters Score -2.084163e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 57331 members 
Mstep: Class 4 contains 42580 members 
Mstep: Class 8 contains 44380 members 
Mstep: Class 10 contains 2430 members 
Mstep: Class 12 contains 18921 members 
Mstep: Class 15 contains 53464 members 
Mstep: Class 16 contains 148878 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 20 contains 9926 members 
Mstep: Class 21 contains 14771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841692.000000 Penalty: 25233.794922
Iteration 71Q: 13 clusters Score -2.084169e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 57284 members 
Mstep: Class 4 contains 42355 members 
Mstep: Class 8 contains 44313 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 12 contains 18834 members 
Mstep: Class 15 contains 53402 members 
Mstep: Class 16 contains 149508 members 
Mstep: Class 17 contains 1672 members 
Mstep: Class 20 contains 9924 members 
Mstep: Class 21 contains 14649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841748.000000 Penalty: 25233.794922
Iteration 72Q: 13 clusters Score -2.084175e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 57247 members 
Mstep: Class 4 contains 42135 members 
Mstep: Class 8 contains 44241 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 12 contains 18747 members 
Mstep: Class 15 contains 53346 members 
Mstep: Class 16 contains 150110 members 
Mstep: Class 17 contains 1650 members 
Mstep: Class 20 contains 9923 members 
Mstep: Class 21 contains 14533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841852.000000 Penalty: 25233.794922
Iteration 73Q: 13 clusters Score -2.084185e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 57207 members 
Mstep: Class 4 contains 41895 members 
Mstep: Class 8 contains 44183 members 
Mstep: Class 10 contains 2435 members 
Mstep: Class 12 contains 18639 members 
Mstep: Class 15 contains 53291 members 
Mstep: Class 16 contains 150749 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 20 contains 9926 members 
Mstep: Class 21 contains 14401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2091.239014 but Gain 2102.816406
Score: -20841942.000000 Penalty: 23130.978516
Iteration 74Q: 12 clusters Score -2.084194e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 57163 members 
Mstep: Class 4 contains 41700 members 
Mstep: Class 8 contains 44137 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 12 contains 18528 members 
Mstep: Class 15 contains 53268 members 
Mstep: Class 16 contains 152119 members 
Mstep: Class 20 contains 9932 members 
Mstep: Class 21 contains 14263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843794.000000 Penalty: 23130.978516
Iteration 75Q: 12 clusters Score -2.084379e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 57122 members 
Mstep: Class 4 contains 41477 members 
Mstep: Class 8 contains 44071 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 12 contains 18421 members 
Mstep: Class 15 contains 53177 members 
Mstep: Class 16 contains 152494 members 
Mstep: Class 20 contains 9953 members 
Mstep: Class 21 contains 14135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843838.000000 Penalty: 23130.978516
Iteration 76Q: 12 clusters Score -2.084384e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 57087 members 
Mstep: Class 4 contains 41269 members 
Mstep: Class 8 contains 44000 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 12 contains 18306 members 
Mstep: Class 15 contains 53094 members 
Mstep: Class 16 contains 152925 members 
Mstep: Class 20 contains 9966 members 
Mstep: Class 21 contains 14002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843856.000000 Penalty: 23130.978516
Iteration 77Q: 12 clusters Score -2.084386e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 57058 members 
Mstep: Class 4 contains 41078 members 
Mstep: Class 8 contains 43925 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 12 contains 18199 members 
Mstep: Class 15 contains 53018 members 
Mstep: Class 16 contains 153403 members 
Mstep: Class 20 contains 9964 members 
Mstep: Class 21 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843868.000000 Penalty: 23130.978516
Iteration 78Q: 12 clusters Score -2.084387e+07 nChanged 844
Entering ConstructFrom: 
Score: -20843868.000000 Penalty: 23130.978516
Entering ConstructFrom: 
Trying to split cluster 1 (21396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Entering Unmasked Estep 
Score: -1131034.250000 Penalty: 1620.281006
	Iteration 0F: 2 clusters Score -1131034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1116511.250000 Penalty: 3240.562012
	Iteration 0F: 3 clusters Score -1116511 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1121936.500000 Penalty: 3240.562012
	Iteration 1F: 3 clusters Score -1121936 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1122245.250000 Penalty: 3240.562012
	Iteration 2Q: 3 clusters Score -1122245 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1122515.625000 Penalty: 3240.562012
	Iteration 3Q: 3 clusters Score -1122516 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1122759.500000 Penalty: 3240.562012
	Iteration 4Q: 3 clusters Score -1122760 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1123013.750000 Penalty: 3240.562012
	Iteration 5Q: 3 clusters Score -1123014 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1123308.000000 Penalty: 3240.562012
	Iteration 6Q: 3 clusters Score -1123308 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1123654.625000 Penalty: 3240.562012
	Iteration 7Q: 3 clusters Score -1123655 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1124089.000000 Penalty: 3240.562012
	Iteration 8Q: 3 clusters Score -1124089 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1124698.750000 Penalty: 3240.562012
	Iteration 9Q: 3 clusters Score -1124699 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1125463.125000 Penalty: 3240.562012
	Iteration 10Q: 3 clusters Score -1125463 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1126255.250000 Penalty: 3240.562012
	Iteration 11Q: 3 clusters Score -1126255 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1126854.625000 Penalty: 3240.562012
	Iteration 12Q: 3 clusters Score -1126855 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1127196.625000 Penalty: 3240.562012
	Iteration 13Q: 3 clusters Score -1127197 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1127400.000000 Penalty: 3240.562012
	Iteration 14Q: 3 clusters Score -1127400 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1127579.875000 Penalty: 3240.562012
	Iteration 15Q: 3 clusters Score -1127580 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1127738.750000 Penalty: 3240.562012
	Iteration 16Q: 3 clusters Score -1127739 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1127885.000000 Penalty: 3240.562012
	Iteration 17Q: 3 clusters Score -1127885 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1128019.250000 Penalty: 3240.562012
	Iteration 18Q: 3 clusters Score -1128019 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1128164.625000 Penalty: 3240.562012
	Iteration 19Q: 3 clusters Score -1128165 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1128302.375000 Penalty: 3240.562012
	Iteration 20F: 3 clusters Score -1128302 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1128432.500000 Penalty: 3240.562012
	Iteration 21Q: 3 clusters Score -1128432 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1128558.750000 Penalty: 3240.562012
	Iteration 22Q: 3 clusters Score -1128559 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1128660.500000 Penalty: 3240.562012
	Iteration 23Q: 3 clusters Score -1128660 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1128763.500000 Penalty: 3240.562012
	Iteration 24Q: 3 clusters Score -1128764 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1128871.750000 Penalty: 3240.562012
	Iteration 25Q: 3 clusters Score -1128872 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1128945.875000 Penalty: 3240.562012
	Iteration 26Q: 3 clusters Score -1128946 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -1129020.750000 Penalty: 3240.562012
	Iteration 27Q: 3 clusters Score -1129021 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1129090.250000 Penalty: 3240.562012
	Iteration 28Q: 3 clusters Score -1129090 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -1129165.250000 Penalty: 3240.562012
	Iteration 29Q: 3 clusters Score -1129165 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -1129234.250000 Penalty: 3240.562012
	Iteration 30Q: 3 clusters Score -1129234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1129291.000000 Penalty: 3240.562012
	Iteration 31Q: 3 clusters Score -1129291 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -1129339.250000 Penalty: 3240.562012
	Iteration 32Q: 3 clusters Score -1129339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -1129372.500000 Penalty: 3240.562012
	Iteration 33Q: 3 clusters Score -1129372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -1129396.750000 Penalty: 3240.562012
	Iteration 34Q: 3 clusters Score -1129397 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -1129429.000000 Penalty: 3240.562012
	Iteration 35Q: 3 clusters Score -1129429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -1129457.250000 Penalty: 3240.562012
	Iteration 36Q: 3 clusters Score -1129457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1129484.125000 Penalty: 3240.562012
	Iteration 37Q: 3 clusters Score -1129484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -1129510.750000 Penalty: 3240.562012
	Iteration 38Q: 3 clusters Score -1129511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -1129535.000000 Penalty: 3240.562012
	Iteration 39Q: 3 clusters Score -1129535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -1129554.500000 Penalty: 3240.562012
	Iteration 40F: 3 clusters Score -1129554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -1129568.625000 Penalty: 3240.562012
	Iteration 41Q: 3 clusters Score -1129569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -1129581.125000 Penalty: 3240.562012
	Iteration 42Q: 3 clusters Score -1129581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -1129588.750000 Penalty: 3240.562012
	Iteration 43Q: 3 clusters Score -1129589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -1129597.375000 Penalty: 3240.562012
	Iteration 44Q: 3 clusters Score -1129597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -1129604.625000 Penalty: 3240.562012
	Iteration 45Q: 3 clusters Score -1129605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1129612.875000 Penalty: 3240.562012
	Iteration 46Q: 3 clusters Score -1129613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -1129621.500000 Penalty: 3240.562012
	Iteration 47Q: 3 clusters Score -1129622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -1129626.750000 Penalty: 3240.562012
	Iteration 48Q: 3 clusters Score -1129627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1129630.375000 Penalty: 3240.562012
	Iteration 49Q: 3 clusters Score -1129630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1129633.625000 Penalty: 3240.562012
	Iteration 50Q: 3 clusters Score -1129634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -1129636.000000 Penalty: 3240.562012
	Iteration 51Q: 3 clusters Score -1129636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -1129640.250000 Penalty: 3240.562012
	Iteration 52Q: 3 clusters Score -1129640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -1129643.250000 Penalty: 3240.562012
	Iteration 53Q: 3 clusters Score -1129643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -1129647.500000 Penalty: 3240.562012
	Iteration 54Q: 3 clusters Score -1129648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -1129648.000000 Penalty: 3240.562012
	Iteration 55Q: 3 clusters Score -1129648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -1129647.375000 Penalty: 3240.562012
	Iteration 56Q: 3 clusters Score -1129647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -1129648.500000 Penalty: 3240.562012
	Iteration 57Q: 3 clusters Score -1129648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -1129648.500000 Penalty: 3240.562012
	Iteration 58F: 3 clusters Score -1129648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -136129.312500 Penalty: 1277.905762
	Iteration 0F: 2 clusters Score -136129.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -133655.265625 Penalty: 2555.811523
	Iteration 0F: 3 clusters Score -133655.3 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -134171.156250 Penalty: 2555.811523
	Iteration 1F: 3 clusters Score -134171.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -134285.093750 Penalty: 2555.811523
	Iteration 2F: 3 clusters Score -134285.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -134360.890625 Penalty: 2555.811523
	Iteration 3Q: 3 clusters Score -134360.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -134413.593750 Penalty: 2555.811523
	Iteration 4Q: 3 clusters Score -134413.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -134446.078125 Penalty: 2555.811523
	Iteration 5Q: 3 clusters Score -134446.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -134477.500000 Penalty: 2555.811523
	Iteration 6Q: 3 clusters Score -134477.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -134497.843750 Penalty: 2555.811523
	Iteration 7Q: 3 clusters Score -134497.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -134508.593750 Penalty: 2555.811523
	Iteration 8Q: 3 clusters Score -134508.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -134522.109375 Penalty: 2555.811523
	Iteration 9Q: 3 clusters Score -134522.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -134531.031250 Penalty: 2555.811523
	Iteration 10Q: 3 clusters Score -134531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -134541.515625 Penalty: 2555.811523
	Iteration 11Q: 3 clusters Score -134541.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -134547.312500 Penalty: 2555.811523
	Iteration 12Q: 3 clusters Score -134547.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -134551.046875 Penalty: 2555.811523
	Iteration 13Q: 3 clusters Score -134551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -134557.484375 Penalty: 2555.811523
	Iteration 14Q: 3 clusters Score -134557.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -134560.718750 Penalty: 2555.811523
	Iteration 15Q: 3 clusters Score -134560.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -134564.437500 Penalty: 2555.811523
	Iteration 16Q: 3 clusters Score -134564.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -134570.859375 Penalty: 2555.811523
	Iteration 17Q: 3 clusters Score -134570.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -134577.171875 Penalty: 2555.811523
	Iteration 18Q: 3 clusters Score -134577.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -134582.171875 Penalty: 2555.811523
	Iteration 19Q: 3 clusters Score -134582.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -134588.312500 Penalty: 2555.811523
	Iteration 20F: 3 clusters Score -134588.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -134599.953125 Penalty: 2555.811523
	Iteration 21Q: 3 clusters Score -134600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -134618.421875 Penalty: 2555.811523
	Iteration 22Q: 3 clusters Score -134618.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134632.796875 Penalty: 2555.811523
	Iteration 23Q: 3 clusters Score -134632.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -134642.125000 Penalty: 2555.811523
	Iteration 24Q: 3 clusters Score -134642.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -134649.906250 Penalty: 2555.811523
	Iteration 25Q: 3 clusters Score -134649.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -134655.109375 Penalty: 2555.811523
	Iteration 26Q: 3 clusters Score -134655.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -134659.265625 Penalty: 2555.811523
	Iteration 27Q: 3 clusters Score -134659.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -134666.031250 Penalty: 2555.811523
	Iteration 28Q: 3 clusters Score -134666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -134674.046875 Penalty: 2555.811523
	Iteration 29Q: 3 clusters Score -134674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134681.093750 Penalty: 2555.811523
	Iteration 30Q: 3 clusters Score -134681.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -134691.718750 Penalty: 2555.811523
	Iteration 31Q: 3 clusters Score -134691.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134700.718750 Penalty: 2555.811523
	Iteration 32Q: 3 clusters Score -134700.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -134711.921875 Penalty: 2555.811523
	Iteration 33Q: 3 clusters Score -134711.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134725.125000 Penalty: 2555.811523
	Iteration 34Q: 3 clusters Score -134725.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -134742.562500 Penalty: 2555.811523
	Iteration 35Q: 3 clusters Score -134742.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -134754.296875 Penalty: 2555.811523
	Iteration 36Q: 3 clusters Score -134754.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -134762.359375 Penalty: 2555.811523
	Iteration 37Q: 3 clusters Score -134762.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134770.296875 Penalty: 2555.811523
	Iteration 38Q: 3 clusters Score -134770.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134778.015625 Penalty: 2555.811523
	Iteration 39Q: 3 clusters Score -134778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134789.015625 Penalty: 2555.811523
	Iteration 40F: 3 clusters Score -134789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -134801.609375 Penalty: 2555.811523
	Iteration 41Q: 3 clusters Score -134801.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134812.703125 Penalty: 2555.811523
	Iteration 42Q: 3 clusters Score -134812.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -134824.375000 Penalty: 2555.811523
	Iteration 43Q: 3 clusters Score -134824.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -134831.500000 Penalty: 2555.811523
	Iteration 44Q: 3 clusters Score -134831.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134840.375000 Penalty: 2555.811523
	Iteration 45Q: 3 clusters Score -134840.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134854.796875 Penalty: 2555.811523
	Iteration 46Q: 3 clusters Score -134854.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -134869.031250 Penalty: 2555.811523
	Iteration 47Q: 3 clusters Score -134869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -134877.171875 Penalty: 2555.811523
	Iteration 48Q: 3 clusters Score -134877.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -134883.750000 Penalty: 2555.811523
	Iteration 49Q: 3 clusters Score -134883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -134891.140625 Penalty: 2555.811523
	Iteration 50Q: 3 clusters Score -134891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -134895.578125 Penalty: 2555.811523
	Iteration 51Q: 3 clusters Score -134895.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -134901.671875 Penalty: 2555.811523
	Iteration 52Q: 3 clusters Score -134901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -134903.953125 Penalty: 2555.811523
	Iteration 53Q: 3 clusters Score -134904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -134906.343750 Penalty: 2555.811523
	Iteration 54Q: 3 clusters Score -134906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -134906.343750 Penalty: 2555.811523
	Iteration 55F: 3 clusters Score -134906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Entering Unmasked Estep 
Score: -2994819.500000 Penalty: 1779.557373
	Iteration 0F: 2 clusters Score -2994820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -2956731.500000 Penalty: 3559.114746
	Iteration 0F: 3 clusters Score -2956732 nChanged 26771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -2971610.500000 Penalty: 3559.114746
	Iteration 1F: 3 clusters Score -2971610 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -2972068.250000 Penalty: 3559.114746
	Iteration 2Q: 3 clusters Score -2972068 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -2972543.500000 Penalty: 3559.114746
	Iteration 3Q: 3 clusters Score -2972544 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2973130.000000 Penalty: 3559.114746
	Iteration 4Q: 3 clusters Score -2973130 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -2974004.000000 Penalty: 3559.114746
	Iteration 5Q: 3 clusters Score -2974004 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2975363.500000 Penalty: 3559.114746
	Iteration 6F: 3 clusters Score -2975364 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2977529.000000 Penalty: 3559.114746
	Iteration 7F: 3 clusters Score -2977529 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2980802.500000 Penalty: 3559.114746
	Iteration 8F: 3 clusters Score -2980802 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2985040.250000 Penalty: 3559.114746
	Iteration 9F: 3 clusters Score -2985040 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2988977.750000 Penalty: 3559.114746
	Iteration 10F: 3 clusters Score -2988978 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2991543.250000 Penalty: 3559.114746
	Iteration 11Q: 3 clusters Score -2991543 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2992671.500000 Penalty: 3559.114746
	Iteration 12Q: 3 clusters Score -2992672 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2993105.500000 Penalty: 3559.114746
	Iteration 13Q: 3 clusters Score -2993106 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2993256.500000 Penalty: 3559.114746
	Iteration 14Q: 3 clusters Score -2993256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2993340.250000 Penalty: 3559.114746
	Iteration 15Q: 3 clusters Score -2993340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2993392.250000 Penalty: 3559.114746
	Iteration 16Q: 3 clusters Score -2993392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2993430.750000 Penalty: 3559.114746
	Iteration 17Q: 3 clusters Score -2993431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2993446.750000 Penalty: 3559.114746
	Iteration 18Q: 3 clusters Score -2993447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2993454.500000 Penalty: 3559.114746
	Iteration 19Q: 3 clusters Score -2993454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2993456.250000 Penalty: 3559.114746
	Iteration 20F: 3 clusters Score -2993456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2993466.250000 Penalty: 3559.114746
	Iteration 21Q: 3 clusters Score -2993466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2993472.000000 Penalty: 3559.114746
	Iteration 22Q: 3 clusters Score -2993472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2993475.500000 Penalty: 3559.114746
	Iteration 23Q: 3 clusters Score -2993476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2993483.500000 Penalty: 3559.114746
	Iteration 24Q: 3 clusters Score -2993484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2993483.500000 Penalty: 3559.114746
	Iteration 25F: 3 clusters Score -2993484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Entering Unmasked Estep 
Score: -2121438.750000 Penalty: 1725.529175
	Iteration 0F: 2 clusters Score -2121439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2094060.375000 Penalty: 3451.058350
	Iteration 0F: 3 clusters Score -2094060 nChanged 19039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2104633.750000 Penalty: 3451.058350
	Iteration 1F: 3 clusters Score -2104634 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2105195.500000 Penalty: 3451.058350
	Iteration 2Q: 3 clusters Score -2105196 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2105987.000000 Penalty: 3451.058350
	Iteration 3Q: 3 clusters Score -2105987 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2107206.500000 Penalty: 3451.058350
	Iteration 4F: 3 clusters Score -2107206 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2109058.000000 Penalty: 3451.058350
	Iteration 5F: 3 clusters Score -2109058 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2111665.250000 Penalty: 3451.058350
	Iteration 6F: 3 clusters Score -2111665 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2114408.500000 Penalty: 3451.058350
	Iteration 7F: 3 clusters Score -2114408 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2116729.000000 Penalty: 3451.058350
	Iteration 8F: 3 clusters Score -2116729 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2118176.750000 Penalty: 3451.058350
	Iteration 9Q: 3 clusters Score -2118177 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2118843.750000 Penalty: 3451.058350
	Iteration 10Q: 3 clusters Score -2118844 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2119213.250000 Penalty: 3451.058350
	Iteration 11Q: 3 clusters Score -2119213 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2119462.750000 Penalty: 3451.058350
	Iteration 12Q: 3 clusters Score -2119463 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2119658.000000 Penalty: 3451.058350
	Iteration 13Q: 3 clusters Score -2119658 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2119821.250000 Penalty: 3451.058350
	Iteration 14Q: 3 clusters Score -2119821 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2119940.500000 Penalty: 3451.058350
	Iteration 15Q: 3 clusters Score -2119940 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2120039.000000 Penalty: 3451.058350
	Iteration 16Q: 3 clusters Score -2120039 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2120151.250000 Penalty: 3451.058350
	Iteration 17Q: 3 clusters Score -2120151 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2120247.000000 Penalty: 3451.058350
	Iteration 18Q: 3 clusters Score -2120247 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2120310.250000 Penalty: 3451.058350
	Iteration 19Q: 3 clusters Score -2120310 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2120359.250000 Penalty: 3451.058350
	Iteration 20F: 3 clusters Score -2120359 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2120411.000000 Penalty: 3451.058350
	Iteration 21Q: 3 clusters Score -2120411 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2120437.750000 Penalty: 3451.058350
	Iteration 22Q: 3 clusters Score -2120438 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2120468.250000 Penalty: 3451.058350
	Iteration 23Q: 3 clusters Score -2120468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2120497.000000 Penalty: 3451.058350
	Iteration 24Q: 3 clusters Score -2120497 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2120511.000000 Penalty: 3451.058350
	Iteration 25Q: 3 clusters Score -2120511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2120531.500000 Penalty: 3451.058350
	Iteration 26Q: 3 clusters Score -2120532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2120559.250000 Penalty: 3451.058350
	Iteration 27Q: 3 clusters Score -2120559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2120567.000000 Penalty: 3451.058350
	Iteration 28Q: 3 clusters Score -2120567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2120575.000000 Penalty: 3451.058350
	Iteration 29Q: 3 clusters Score -2120575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2120574.750000 Penalty: 3451.058350
	Iteration 30Q: 3 clusters Score -2120575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2120585.500000 Penalty: 3451.058350
	Iteration 31Q: 3 clusters Score -2120586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2120591.250000 Penalty: 3451.058350
	Iteration 32Q: 3 clusters Score -2120591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2120591.000000 Penalty: 3451.058350
	Iteration 33Q: 3 clusters Score -2120591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2120591.250000 Penalty: 3451.058350
	Iteration 34Q: 3 clusters Score -2120591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2120596.250000 Penalty: 3451.058350
	Iteration 35Q: 3 clusters Score -2120596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2120595.000000 Penalty: 3451.058350
	Iteration 36Q: 3 clusters Score -2120595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2120595.500000 Penalty: 3451.058350
	Iteration 37Q: 3 clusters Score -2120596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2120597.250000 Penalty: 3451.058350
	Iteration 38Q: 3 clusters Score -2120597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2120597.500000 Penalty: 3451.058350
	Iteration 39Q: 3 clusters Score -2120598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2120598.750000 Penalty: 3451.058350
	Iteration 40F: 3 clusters Score -2120599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2120601.000000 Penalty: 3451.058350
	Iteration 41Q: 3 clusters Score -2120601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2120601.000000 Penalty: 3451.058350
	Iteration 42F: 3 clusters Score -2120601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Entering Unmasked Estep 
Score: -2326989.750000 Penalty: 1736.934326
	Iteration 0F: 2 clusters Score -2326990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2297662.000000 Penalty: 3473.868652
	Iteration 0F: 3 clusters Score -2297662 nChanged 20549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2309266.000000 Penalty: 3473.868652
	Iteration 1F: 3 clusters Score -2309266 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2309776.750000 Penalty: 3473.868652
	Iteration 2Q: 3 clusters Score -2309777 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2310354.250000 Penalty: 3473.868652
	Iteration 3Q: 3 clusters Score -2310354 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -2311092.000000 Penalty: 3473.868652
	Iteration 4Q: 3 clusters Score -2311092 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -2312129.250000 Penalty: 3473.868652
	Iteration 5Q: 3 clusters Score -2312129 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -2313640.250000 Penalty: 3473.868652
	Iteration 6F: 3 clusters Score -2313640 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -2315861.750000 Penalty: 3473.868652
	Iteration 7F: 3 clusters Score -2315862 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -2318497.250000 Penalty: 3473.868652
	Iteration 8F: 3 clusters Score -2318497 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -2321015.750000 Penalty: 3473.868652
	Iteration 9F: 3 clusters Score -2321016 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -2323004.000000 Penalty: 3473.868652
	Iteration 10Q: 3 clusters Score -2323004 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -2324198.500000 Penalty: 3473.868652
	Iteration 11Q: 3 clusters Score -2324198 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -2324800.500000 Penalty: 3473.868652
	Iteration 12Q: 3 clusters Score -2324800 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -2325152.750000 Penalty: 3473.868652
	Iteration 13Q: 3 clusters Score -2325153 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -2325322.250000 Penalty: 3473.868652
	Iteration 14Q: 3 clusters Score -2325322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -2325391.250000 Penalty: 3473.868652
	Iteration 15Q: 3 clusters Score -2325391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -2325432.250000 Penalty: 3473.868652
	Iteration 16Q: 3 clusters Score -2325432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -2325462.000000 Penalty: 3473.868652
	Iteration 17Q: 3 clusters Score -2325462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -2325488.000000 Penalty: 3473.868652
	Iteration 18Q: 3 clusters Score -2325488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -2325502.000000 Penalty: 3473.868652
	Iteration 19Q: 3 clusters Score -2325502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -2325505.250000 Penalty: 3473.868652
	Iteration 20F: 3 clusters Score -2325505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -2325506.500000 Penalty: 3473.868652
	Iteration 21Q: 3 clusters Score -2325506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -2325509.250000 Penalty: 3473.868652
	Iteration 22Q: 3 clusters Score -2325509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -2325512.750000 Penalty: 3473.868652
	Iteration 23Q: 3 clusters Score -2325513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -2325512.750000 Penalty: 3473.868652
	Iteration 24F: 3 clusters Score -2325513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -126665.171875 Penalty: 1267.526489
	Iteration 0F: 2 clusters Score -126665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -124286.289062 Penalty: 2535.052979
	Iteration 0F: 3 clusters Score -124286.3 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -124840.234375 Penalty: 2535.052979
	Iteration 1F: 3 clusters Score -124840.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -124969.820312 Penalty: 2535.052979
	Iteration 2F: 3 clusters Score -124969.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -125039.984375 Penalty: 2535.052979
	Iteration 3Q: 3 clusters Score -125040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -125094.695312 Penalty: 2535.052979
	Iteration 4Q: 3 clusters Score -125094.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -125131.390625 Penalty: 2535.052979
	Iteration 5Q: 3 clusters Score -125131.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -125158.226562 Penalty: 2535.052979
	Iteration 6Q: 3 clusters Score -125158.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -125186.382812 Penalty: 2535.052979
	Iteration 7Q: 3 clusters Score -125186.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -125215.476562 Penalty: 2535.052979
	Iteration 8Q: 3 clusters Score -125215.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -125244.656250 Penalty: 2535.052979
	Iteration 9Q: 3 clusters Score -125244.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -125267.687500 Penalty: 2535.052979
	Iteration 10Q: 3 clusters Score -125267.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -125287.132812 Penalty: 2535.052979
	Iteration 11Q: 3 clusters Score -125287.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -125307.960938 Penalty: 2535.052979
	Iteration 12Q: 3 clusters Score -125308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -125328.304688 Penalty: 2535.052979
	Iteration 13Q: 3 clusters Score -125328.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -125355.539062 Penalty: 2535.052979
	Iteration 14Q: 3 clusters Score -125355.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -125381.125000 Penalty: 2535.052979
	Iteration 15Q: 3 clusters Score -125381.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -125402.781250 Penalty: 2535.052979
	Iteration 16Q: 3 clusters Score -125402.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -125410.882812 Penalty: 2535.052979
	Iteration 17Q: 3 clusters Score -125410.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -125415.773438 Penalty: 2535.052979
	Iteration 18Q: 3 clusters Score -125415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -125417.945312 Penalty: 2535.052979
	Iteration 19Q: 3 clusters Score -125417.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -125420.828125 Penalty: 2535.052979
	Iteration 20F: 3 clusters Score -125420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -125424.117188 Penalty: 2535.052979
	Iteration 21Q: 3 clusters Score -125424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -125429.382812 Penalty: 2535.052979
	Iteration 22Q: 3 clusters Score -125429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -125432.968750 Penalty: 2535.052979
	Iteration 23Q: 3 clusters Score -125433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -125437.304688 Penalty: 2535.052979
	Iteration 24Q: 3 clusters Score -125437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -125441.523438 Penalty: 2535.052979
	Iteration 25Q: 3 clusters Score -125441.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -125446.054688 Penalty: 2535.052979
	Iteration 26Q: 3 clusters Score -125446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -125449.171875 Penalty: 2535.052979
	Iteration 27Q: 3 clusters Score -125449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -125451.710938 Penalty: 2535.052979
	Iteration 28Q: 3 clusters Score -125451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -125451.929688 Penalty: 2535.052979
	Iteration 29Q: 3 clusters Score -125451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -125451.929688 Penalty: 2535.052979
	Iteration 30F: 3 clusters Score -125451.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Entering Unmasked Estep 
Score: -955798.812500 Penalty: 1593.006226
	Iteration 0F: 2 clusters Score -955798.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -943391.062500 Penalty: 3186.012451
	Iteration 0F: 3 clusters Score -943391.1 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -947839.562500 Penalty: 3186.012451
	Iteration 1F: 3 clusters Score -947839.6 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -948225.062500 Penalty: 3186.012451
	Iteration 2F: 3 clusters Score -948225.1 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -948576.000000 Penalty: 3186.012451
	Iteration 3Q: 3 clusters Score -948576 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -948963.875000 Penalty: 3186.012451
	Iteration 4Q: 3 clusters Score -948963.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -949411.687500 Penalty: 3186.012451
	Iteration 5Q: 3 clusters Score -949411.7 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -950007.312500 Penalty: 3186.012451
	Iteration 6F: 3 clusters Score -950007.3 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -950743.375000 Penalty: 3186.012451
	Iteration 7F: 3 clusters Score -950743.4 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -951520.437500 Penalty: 3186.012451
	Iteration 8F: 3 clusters Score -951520.4 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -952255.562500 Penalty: 3186.012451
	Iteration 9F: 3 clusters Score -952255.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -952780.312500 Penalty: 3186.012451
	Iteration 10Q: 3 clusters Score -952780.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -953143.250000 Penalty: 3186.012451
	Iteration 11Q: 3 clusters Score -953143.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -953350.812500 Penalty: 3186.012451
	Iteration 12Q: 3 clusters Score -953350.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -953472.812500 Penalty: 3186.012451
	Iteration 13Q: 3 clusters Score -953472.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -953565.500000 Penalty: 3186.012451
	Iteration 14Q: 3 clusters Score -953565.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -953640.000000 Penalty: 3186.012451
	Iteration 15Q: 3 clusters Score -953640 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -953696.875000 Penalty: 3186.012451
	Iteration 16Q: 3 clusters Score -953696.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -953753.125000 Penalty: 3186.012451
	Iteration 17Q: 3 clusters Score -953753.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -953802.062500 Penalty: 3186.012451
	Iteration 18Q: 3 clusters Score -953802.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -953840.187500 Penalty: 3186.012451
	Iteration 19Q: 3 clusters Score -953840.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -953881.187500 Penalty: 3186.012451
	Iteration 20F: 3 clusters Score -953881.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -953913.375000 Penalty: 3186.012451
	Iteration 21Q: 3 clusters Score -953913.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -953947.562500 Penalty: 3186.012451
	Iteration 22Q: 3 clusters Score -953947.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -953979.687500 Penalty: 3186.012451
	Iteration 23Q: 3 clusters Score -953979.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -954004.187500 Penalty: 3186.012451
	Iteration 24Q: 3 clusters Score -954004.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -954029.437500 Penalty: 3186.012451
	Iteration 25Q: 3 clusters Score -954029.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -954049.250000 Penalty: 3186.012451
	Iteration 26Q: 3 clusters Score -954049.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -954058.312500 Penalty: 3186.012451
	Iteration 27Q: 3 clusters Score -954058.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -954071.375000 Penalty: 3186.012451
	Iteration 28Q: 3 clusters Score -954071.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -954077.500000 Penalty: 3186.012451
	Iteration 29Q: 3 clusters Score -954077.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -954085.562500 Penalty: 3186.012451
	Iteration 30Q: 3 clusters Score -954085.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -954092.750000 Penalty: 3186.012451
	Iteration 31Q: 3 clusters Score -954092.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -954101.000000 Penalty: 3186.012451
	Iteration 32Q: 3 clusters Score -954101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -954108.625000 Penalty: 3186.012451
	Iteration 33Q: 3 clusters Score -954108.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -954118.000000 Penalty: 3186.012451
	Iteration 34Q: 3 clusters Score -954118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -954126.125000 Penalty: 3186.012451
	Iteration 35Q: 3 clusters Score -954126.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -954137.437500 Penalty: 3186.012451
	Iteration 36Q: 3 clusters Score -954137.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -954154.875000 Penalty: 3186.012451
	Iteration 37Q: 3 clusters Score -954154.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -954169.437500 Penalty: 3186.012451
	Iteration 38Q: 3 clusters Score -954169.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -954185.625000 Penalty: 3186.012451
	Iteration 39Q: 3 clusters Score -954185.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -954197.875000 Penalty: 3186.012451
	Iteration 40F: 3 clusters Score -954197.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -954203.562500 Penalty: 3186.012451
	Iteration 41Q: 3 clusters Score -954203.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -954213.187500 Penalty: 3186.012451
	Iteration 42Q: 3 clusters Score -954213.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -954217.875000 Penalty: 3186.012451
	Iteration 43Q: 3 clusters Score -954217.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -954225.437500 Penalty: 3186.012451
	Iteration 44Q: 3 clusters Score -954225.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -954230.625000 Penalty: 3186.012451
	Iteration 45Q: 3 clusters Score -954230.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -954238.125000 Penalty: 3186.012451
	Iteration 46Q: 3 clusters Score -954238.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -954244.500000 Penalty: 3186.012451
	Iteration 47Q: 3 clusters Score -954244.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -954249.875000 Penalty: 3186.012451
	Iteration 48Q: 3 clusters Score -954249.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -954255.562500 Penalty: 3186.012451
	Iteration 49Q: 3 clusters Score -954255.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -954260.125000 Penalty: 3186.012451
	Iteration 50Q: 3 clusters Score -954260.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -954263.937500 Penalty: 3186.012451
	Iteration 51Q: 3 clusters Score -954263.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -954267.750000 Penalty: 3186.012451
	Iteration 52Q: 3 clusters Score -954267.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -954272.000000 Penalty: 3186.012451
	Iteration 53Q: 3 clusters Score -954272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -954276.437500 Penalty: 3186.012451
	Iteration 54Q: 3 clusters Score -954276.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -954279.875000 Penalty: 3186.012451
	Iteration 55Q: 3 clusters Score -954279.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -954285.250000 Penalty: 3186.012451
	Iteration 56Q: 3 clusters Score -954285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -954290.062500 Penalty: 3186.012451
	Iteration 57Q: 3 clusters Score -954290.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -954293.500000 Penalty: 3186.012451
	Iteration 58Q: 3 clusters Score -954293.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -954298.500000 Penalty: 3186.012451
	Iteration 59Q: 3 clusters Score -954298.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -954304.125000 Penalty: 3186.012451
	Iteration 60F: 3 clusters Score -954304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -954309.562500 Penalty: 3186.012451
	Iteration 61Q: 3 clusters Score -954309.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -954311.875000 Penalty: 3186.012451
	Iteration 62Q: 3 clusters Score -954311.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -954315.750000 Penalty: 3186.012451
	Iteration 63Q: 3 clusters Score -954315.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -954319.187500 Penalty: 3186.012451
	Iteration 64Q: 3 clusters Score -954319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -954319.062500 Penalty: 3186.012451
	Iteration 65Q: 3 clusters Score -954319.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -954327.000000 Penalty: 3186.012451
	Iteration 66Q: 3 clusters Score -954327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -954330.812500 Penalty: 3186.012451
	Iteration 67Q: 3 clusters Score -954330.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -954338.250000 Penalty: 3186.012451
	Iteration 68Q: 3 clusters Score -954338.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -954345.187500 Penalty: 3186.012451
	Iteration 69Q: 3 clusters Score -954345.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -954346.000000 Penalty: 3186.012451
	Iteration 70Q: 3 clusters Score -954346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -954349.125000 Penalty: 3186.012451
	Iteration 71Q: 3 clusters Score -954349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -954350.250000 Penalty: 3186.012451
	Iteration 72Q: 3 clusters Score -954350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -954351.875000 Penalty: 3186.012451
	Iteration 73Q: 3 clusters Score -954351.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -954358.312500 Penalty: 3186.012451
	Iteration 74Q: 3 clusters Score -954358.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -954362.687500 Penalty: 3186.012451
	Iteration 75Q: 3 clusters Score -954362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -954363.062500 Penalty: 3186.012451
	Iteration 76Q: 3 clusters Score -954363.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -954363.687500 Penalty: 3186.012451
	Iteration 77Q: 3 clusters Score -954363.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -954361.750000 Penalty: 3186.012451
	Iteration 78Q: 3 clusters Score -954361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -954363.562500 Penalty: 3186.012451
	Iteration 79Q: 3 clusters Score -954363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -954363.562500 Penalty: 3186.012451
	Iteration 80F: 3 clusters Score -954363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Entering Unmasked Estep 
Score: -2790744.250000 Penalty: 1767.516968
	Iteration 0F: 2 clusters Score -2790744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -2755397.500000 Penalty: 3535.033936
	Iteration 0F: 3 clusters Score -2755398 nChanged 24820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -2769677.750000 Penalty: 3535.033936
	Iteration 1F: 3 clusters Score -2769678 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -2770305.250000 Penalty: 3535.033936
	Iteration 2Q: 3 clusters Score -2770305 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2770945.500000 Penalty: 3535.033936
	Iteration 3Q: 3 clusters Score -2770946 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2771649.750000 Penalty: 3535.033936
	Iteration 4Q: 3 clusters Score -2771650 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2772524.000000 Penalty: 3535.033936
	Iteration 5Q: 3 clusters Score -2772524 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2773549.000000 Penalty: 3535.033936
	Iteration 6Q: 3 clusters Score -2773549 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2774911.500000 Penalty: 3535.033936
	Iteration 7F: 3 clusters Score -2774912 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2776692.500000 Penalty: 3535.033936
	Iteration 8F: 3 clusters Score -2776692 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2778884.750000 Penalty: 3535.033936
	Iteration 9F: 3 clusters Score -2778885 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2781415.500000 Penalty: 3535.033936
	Iteration 10F: 3 clusters Score -2781416 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2783871.500000 Penalty: 3535.033936
	Iteration 11F: 3 clusters Score -2783872 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2785720.750000 Penalty: 3535.033936
	Iteration 12Q: 3 clusters Score -2785721 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2787018.500000 Penalty: 3535.033936
	Iteration 13Q: 3 clusters Score -2787018 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2787977.000000 Penalty: 3535.033936
	Iteration 14Q: 3 clusters Score -2787977 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2788625.000000 Penalty: 3535.033936
	Iteration 15Q: 3 clusters Score -2788625 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2788972.750000 Penalty: 3535.033936
	Iteration 16Q: 3 clusters Score -2788973 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2789211.250000 Penalty: 3535.033936
	Iteration 17Q: 3 clusters Score -2789211 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2789348.750000 Penalty: 3535.033936
	Iteration 18Q: 3 clusters Score -2789349 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2789437.750000 Penalty: 3535.033936
	Iteration 19Q: 3 clusters Score -2789438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2789489.250000 Penalty: 3535.033936
	Iteration 20F: 3 clusters Score -2789489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2789524.500000 Penalty: 3535.033936
	Iteration 21Q: 3 clusters Score -2789524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2789548.250000 Penalty: 3535.033936
	Iteration 22Q: 3 clusters Score -2789548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2789551.500000 Penalty: 3535.033936
	Iteration 23Q: 3 clusters Score -2789552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2789557.000000 Penalty: 3535.033936
	Iteration 24Q: 3 clusters Score -2789557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2789563.500000 Penalty: 3535.033936
	Iteration 25Q: 3 clusters Score -2789564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2789566.750000 Penalty: 3535.033936
	Iteration 26Q: 3 clusters Score -2789567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2789567.750000 Penalty: 3535.033936
	Iteration 27Q: 3 clusters Score -2789568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2789573.750000 Penalty: 3535.033936
	Iteration 28Q: 3 clusters Score -2789574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2789574.250000 Penalty: 3535.033936
	Iteration 29Q: 3 clusters Score -2789574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2789574.750000 Penalty: 3535.033936
	Iteration 30Q: 3 clusters Score -2789575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2789581.500000 Penalty: 3535.033936
	Iteration 31Q: 3 clusters Score -2789582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2789585.500000 Penalty: 3535.033936
	Iteration 32Q: 3 clusters Score -2789586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2789588.000000 Penalty: 3535.033936
	Iteration 33Q: 3 clusters Score -2789588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2789589.250000 Penalty: 3535.033936
	Iteration 34Q: 3 clusters Score -2789589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2789589.250000 Penalty: 3535.033936
	Iteration 35F: 3 clusters Score -2789589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (153877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Entering Unmasked Estep 
Score: -7846706.000000 Penalty: 1940.885132
	Iteration 0F: 2 clusters Score -7846706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -7743327.500000 Penalty: 3881.770264
	Iteration 0F: 3 clusters Score -7743328 nChanged 74460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -7787004.000000 Penalty: 3881.770264
	Iteration 1F: 3 clusters Score -7787004 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -7787797.000000 Penalty: 3881.770264
	Iteration 2Q: 3 clusters Score -7787797 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -7788955.000000 Penalty: 3881.770264
	Iteration 3Q: 3 clusters Score -7788955 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -7790782.000000 Penalty: 3881.770264
	Iteration 4Q: 3 clusters Score -7790782 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -7794544.000000 Penalty: 3881.770264
	Iteration 5F: 3 clusters Score -7794544 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108752 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -7801572.500000 Penalty: 3881.770264
	Iteration 6F: 3 clusters Score -7801572 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122459 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -7813328.000000 Penalty: 3881.770264
	Iteration 7F: 3 clusters Score -7813328 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136965 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -7827838.500000 Penalty: 3881.770264
	Iteration 8F: 3 clusters Score -7827838 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147469 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -7838622.500000 Penalty: 3881.770264
	Iteration 9F: 3 clusters Score -7838622 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152171 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7843320.000000 Penalty: 3881.770264
	Iteration 10Q: 3 clusters Score -7843320 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153484 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7844583.000000 Penalty: 3881.770264
	Iteration 11Q: 3 clusters Score -7844583 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7844836.500000 Penalty: 3881.770264
	Iteration 12Q: 3 clusters Score -7844836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153747 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7844909.500000 Penalty: 3881.770264
	Iteration 13Q: 3 clusters Score -7844910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7844956.500000 Penalty: 3881.770264
	Iteration 14Q: 3 clusters Score -7844956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153764 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7844967.500000 Penalty: 3881.770264
	Iteration 15Q: 3 clusters Score -7844968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153763 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7844974.000000 Penalty: 3881.770264
	Iteration 16Q: 3 clusters Score -7844974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7844975.000000 Penalty: 3881.770264
	Iteration 17Q: 3 clusters Score -7844975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153766 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7844976.000000 Penalty: 3881.770264
	Iteration 18Q: 3 clusters Score -7844976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153766 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7844976.000000 Penalty: 3881.770264
	Iteration 19F: 3 clusters Score -7844976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Entering Unmasked Estep 
Score: -484016.250000 Penalty: 1496.143188
	Iteration 0F: 2 clusters Score -484016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -476853.437500 Penalty: 2992.286377
	Iteration 0F: 3 clusters Score -476853.4 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -479534.343750 Penalty: 2992.286377
	Iteration 1F: 3 clusters Score -479534.3 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -480510.875000 Penalty: 2992.286377
	Iteration 2F: 3 clusters Score -480510.9 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -481601.718750 Penalty: 2992.286377
	Iteration 3F: 3 clusters Score -481601.7 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -482543.812500 Penalty: 2992.286377
	Iteration 4F: 3 clusters Score -482543.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -483254.437500 Penalty: 2992.286377
	Iteration 5F: 3 clusters Score -483254.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -483665.250000 Penalty: 2992.286377
	Iteration 6F: 3 clusters Score -483665.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -483883.500000 Penalty: 2992.286377
	Iteration 7Q: 3 clusters Score -483883.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -484004.812500 Penalty: 2992.286377
	Iteration 8Q: 3 clusters Score -484004.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -484066.937500 Penalty: 2992.286377
	Iteration 9Q: 3 clusters Score -484066.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -484108.125000 Penalty: 2992.286377
	Iteration 10Q: 3 clusters Score -484108.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -484139.000000 Penalty: 2992.286377
	Iteration 11Q: 3 clusters Score -484139 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -484161.375000 Penalty: 2992.286377
	Iteration 12Q: 3 clusters Score -484161.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -484178.718750 Penalty: 2992.286377
	Iteration 13Q: 3 clusters Score -484178.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -484193.281250 Penalty: 2992.286377
	Iteration 14Q: 3 clusters Score -484193.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -484210.718750 Penalty: 2992.286377
	Iteration 15Q: 3 clusters Score -484210.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -484225.406250 Penalty: 2992.286377
	Iteration 16Q: 3 clusters Score -484225.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -484236.437500 Penalty: 2992.286377
	Iteration 17Q: 3 clusters Score -484236.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -484245.750000 Penalty: 2992.286377
	Iteration 18Q: 3 clusters Score -484245.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -484252.062500 Penalty: 2992.286377
	Iteration 19Q: 3 clusters Score -484252.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -484257.875000 Penalty: 2992.286377
	Iteration 20F: 3 clusters Score -484257.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -484261.656250 Penalty: 2992.286377
	Iteration 21Q: 3 clusters Score -484261.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -484267.000000 Penalty: 2992.286377
	Iteration 22Q: 3 clusters Score -484267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -484272.187500 Penalty: 2992.286377
	Iteration 23Q: 3 clusters Score -484272.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -484276.312500 Penalty: 2992.286377
	Iteration 24Q: 3 clusters Score -484276.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -484278.156250 Penalty: 2992.286377
	Iteration 25Q: 3 clusters Score -484278.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -484281.531250 Penalty: 2992.286377
	Iteration 26Q: 3 clusters Score -484281.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -484284.375000 Penalty: 2992.286377
	Iteration 27Q: 3 clusters Score -484284.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -484286.531250 Penalty: 2992.286377
	Iteration 28Q: 3 clusters Score -484286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -484286.406250 Penalty: 2992.286377
	Iteration 29Q: 3 clusters Score -484286.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -484286.781250 Penalty: 2992.286377
	Iteration 30Q: 3 clusters Score -484286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -484287.718750 Penalty: 2992.286377
	Iteration 31Q: 3 clusters Score -484287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -484287.718750 Penalty: 2992.286377
	Iteration 32F: 3 clusters Score -484287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 57018 members 
Mstep: Class 4 contains 40890 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 8 contains 43863 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 15 contains 52946 members 
Mstep: Class 16 contains 153877 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 13726 members 
Entering Unmasked Estep 
Score: -20843562.000000 Penalty: 25233.794922
Splitting cluster 20 changes total score from -20843868.000000 to -20843562.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (13726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Entering Unmasked Estep 
Score: -734478.812500 Penalty: 1548.145142
	Iteration 0F: 2 clusters Score -734478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -724889.062500 Penalty: 3096.290283
	Iteration 0F: 3 clusters Score -724889.1 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -728050.437500 Penalty: 3096.290283
	Iteration 1F: 3 clusters Score -728050.4 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -728340.625000 Penalty: 3096.290283
	Iteration 2F: 3 clusters Score -728340.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -728574.437500 Penalty: 3096.290283
	Iteration 3Q: 3 clusters Score -728574.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -728840.875000 Penalty: 3096.290283
	Iteration 4Q: 3 clusters Score -728840.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -729194.437500 Penalty: 3096.290283
	Iteration 5Q: 3 clusters Score -729194.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -729697.187500 Penalty: 3096.290283
	Iteration 6F: 3 clusters Score -729697.2 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -730397.875000 Penalty: 3096.290283
	Iteration 7F: 3 clusters Score -730397.9 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -731268.687500 Penalty: 3096.290283
	Iteration 8F: 3 clusters Score -731268.7 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -732048.000000 Penalty: 3096.290283
	Iteration 9F: 3 clusters Score -732048 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -732592.500000 Penalty: 3096.290283
	Iteration 10Q: 3 clusters Score -732592.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -732861.187500 Penalty: 3096.290283
	Iteration 11Q: 3 clusters Score -732861.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -732995.812500 Penalty: 3096.290283
	Iteration 12Q: 3 clusters Score -732995.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -733060.937500 Penalty: 3096.290283
	Iteration 13Q: 3 clusters Score -733060.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -733104.562500 Penalty: 3096.290283
	Iteration 14Q: 3 clusters Score -733104.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -733126.000000 Penalty: 3096.290283
	Iteration 15Q: 3 clusters Score -733126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -733134.312500 Penalty: 3096.290283
	Iteration 16Q: 3 clusters Score -733134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -733140.375000 Penalty: 3096.290283
	Iteration 17Q: 3 clusters Score -733140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -733143.875000 Penalty: 3096.290283
	Iteration 18Q: 3 clusters Score -733143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -733144.062500 Penalty: 3096.290283
	Iteration 19Q: 3 clusters Score -733144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -733146.750000 Penalty: 3096.290283
	Iteration 20F: 3 clusters Score -733146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 57018 members 
Mstep: Class 4 contains 40890 members 
Mstep: Class 8 contains 43863 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 15 contains 52946 members 
Mstep: Class 16 contains 153877 members 
Mstep: Class 20 contains 9967 members 
Mstep: Class 21 contains 13726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843946.000000 Penalty: 23130.978516
Iteration 79Q: 12 clusters Score -2.084395e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 56984 members 
Mstep: Class 4 contains 40700 members 
Mstep: Class 8 contains 43815 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 12 contains 17958 members 
Mstep: Class 15 contains 52884 members 
Mstep: Class 16 contains 154383 members 
Mstep: Class 20 contains 9965 members 
Mstep: Class 21 contains 13597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843982.000000 Penalty: 23130.978516
Iteration 80F: 12 clusters Score -2.084398e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 56935 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 8 contains 43768 members 
Mstep: Class 10 contains 2443 members 
Mstep: Class 12 contains 17834 members 
Mstep: Class 15 contains 52828 members 
Mstep: Class 16 contains 154875 members 
Mstep: Class 20 contains 9962 members 
Mstep: Class 21 contains 13491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844086.000000 Penalty: 23130.978516
Iteration 81Q: 12 clusters Score -2.084409e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 56887 members 
Mstep: Class 4 contains 40325 members 
Mstep: Class 8 contains 43722 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 12 contains 17711 members 
Mstep: Class 15 contains 52768 members 
Mstep: Class 16 contains 155423 members 
Mstep: Class 20 contains 9959 members 
Mstep: Class 21 contains 13365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844114.000000 Penalty: 23130.978516
Iteration 82Q: 12 clusters Score -2.084411e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 56835 members 
Mstep: Class 4 contains 40116 members 
Mstep: Class 8 contains 43676 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 12 contains 17590 members 
Mstep: Class 15 contains 52704 members 
Mstep: Class 16 contains 156014 members 
Mstep: Class 20 contains 9946 members 
Mstep: Class 21 contains 13244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844218.000000 Penalty: 23130.978516
Iteration 83Q: 12 clusters Score -2.084422e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 56785 members 
Mstep: Class 4 contains 39919 members 
Mstep: Class 8 contains 43630 members 
Mstep: Class 10 contains 2446 members 
Mstep: Class 12 contains 17471 members 
Mstep: Class 15 contains 52658 members 
Mstep: Class 16 contains 156582 members 
Mstep: Class 20 contains 9942 members 
Mstep: Class 21 contains 13108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844250.000000 Penalty: 23130.978516
Iteration 84Q: 12 clusters Score -2.084425e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 56739 members 
Mstep: Class 4 contains 39729 members 
Mstep: Class 8 contains 43578 members 
Mstep: Class 10 contains 2446 members 
Mstep: Class 12 contains 17363 members 
Mstep: Class 15 contains 52599 members 
Mstep: Class 16 contains 157162 members 
Mstep: Class 20 contains 9937 members 
Mstep: Class 21 contains 12961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844354.000000 Penalty: 23130.978516
Iteration 85Q: 12 clusters Score -2.084435e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 56690 members 
Mstep: Class 4 contains 39543 members 
Mstep: Class 8 contains 43526 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 12 contains 17259 members 
Mstep: Class 15 contains 52544 members 
Mstep: Class 16 contains 157726 members 
Mstep: Class 20 contains 9930 members 
Mstep: Class 21 contains 12831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844370.000000 Penalty: 23130.978516
Iteration 86Q: 12 clusters Score -2.084437e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 56643 members 
Mstep: Class 4 contains 39324 members 
Mstep: Class 8 contains 43480 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 12 contains 17170 members 
Mstep: Class 15 contains 52507 members 
Mstep: Class 16 contains 158282 members 
Mstep: Class 20 contains 9926 members 
Mstep: Class 21 contains 12695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844458.000000 Penalty: 23130.978516
Iteration 87Q: 12 clusters Score -2.084446e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 56600 members 
Mstep: Class 4 contains 39109 members 
Mstep: Class 8 contains 43421 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 12 contains 17064 members 
Mstep: Class 15 contains 52481 members 
Mstep: Class 16 contains 158841 members 
Mstep: Class 20 contains 9924 members 
Mstep: Class 21 contains 12569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844398.000000 Penalty: 23130.978516
Iteration 88Q: 12 clusters Score -2.08444e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 56549 members 
Mstep: Class 4 contains 38911 members 
Mstep: Class 8 contains 43359 members 
Mstep: Class 10 contains 2462 members 
Mstep: Class 12 contains 16957 members 
Mstep: Class 15 contains 52448 members 
Mstep: Class 16 contains 159400 members 
Mstep: Class 20 contains 9921 members 
Mstep: Class 21 contains 12444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844452.000000 Penalty: 23130.978516
Iteration 89Q: 12 clusters Score -2.084445e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 56499 members 
Mstep: Class 4 contains 38720 members 
Mstep: Class 8 contains 43300 members 
Mstep: Class 10 contains 2468 members 
Mstep: Class 12 contains 16866 members 
Mstep: Class 15 contains 52421 members 
Mstep: Class 16 contains 159943 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 12312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844484.000000 Penalty: 23130.978516
Iteration 90Q: 12 clusters Score -2.084448e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 2584 members 
Mstep: Class 3 contains 56442 members 
Mstep: Class 4 contains 38542 members 
Mstep: Class 8 contains 43241 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 12 contains 16771 members 
Mstep: Class 15 contains 52394 members 
Mstep: Class 16 contains 160464 members 
Mstep: Class 20 contains 9909 members 
Mstep: Class 21 contains 12194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844470.000000 Penalty: 23130.978516
Iteration 91Q: 12 clusters Score -2.084447e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 3 contains 56385 members 
Mstep: Class 4 contains 38366 members 
Mstep: Class 8 contains 43192 members 
Mstep: Class 10 contains 2477 members 
Mstep: Class 12 contains 16686 members 
Mstep: Class 15 contains 52369 members 
Mstep: Class 16 contains 160974 members 
Mstep: Class 20 contains 9909 members 
Mstep: Class 21 contains 12066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844482.000000 Penalty: 23130.978516
Iteration 92Q: 12 clusters Score -2.084448e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 56317 members 
Mstep: Class 4 contains 38194 members 
Mstep: Class 8 contains 43149 members 
Mstep: Class 10 contains 2478 members 
Mstep: Class 12 contains 16603 members 
Mstep: Class 15 contains 52342 members 
Mstep: Class 16 contains 161492 members 
Mstep: Class 20 contains 9912 members 
Mstep: Class 21 contains 11939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844568.000000 Penalty: 23130.978516
Iteration 93Q: 12 clusters Score -2.084457e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 56261 members 
Mstep: Class 4 contains 38019 members 
Mstep: Class 8 contains 43112 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 12 contains 16515 members 
Mstep: Class 15 contains 52311 members 
Mstep: Class 16 contains 162004 members 
Mstep: Class 20 contains 9914 members 
Mstep: Class 21 contains 11815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844588.000000 Penalty: 23130.978516
Iteration 94Q: 12 clusters Score -2.084459e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2580 members 
Mstep: Class 3 contains 56216 members 
Mstep: Class 4 contains 37845 members 
Mstep: Class 8 contains 43061 members 
Mstep: Class 10 contains 2489 members 
Mstep: Class 12 contains 16431 members 
Mstep: Class 15 contains 52279 members 
Mstep: Class 16 contains 162520 members 
Mstep: Class 20 contains 9914 members 
Mstep: Class 21 contains 11687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844670.000000 Penalty: 23130.978516
Iteration 95Q: 12 clusters Score -2.084467e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 56165 members 
Mstep: Class 4 contains 37679 members 
Mstep: Class 8 contains 43013 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 12 contains 16352 members 
Mstep: Class 15 contains 52250 members 
Mstep: Class 16 contains 163015 members 
Mstep: Class 20 contains 9909 members 
Mstep: Class 21 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844650.000000 Penalty: 23130.978516
Iteration 96Q: 12 clusters Score -2.084465e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 56116 members 
Mstep: Class 4 contains 37516 members 
Mstep: Class 8 contains 42981 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 12 contains 16251 members 
Mstep: Class 15 contains 52223 members 
Mstep: Class 16 contains 163495 members 
Mstep: Class 20 contains 9910 members 
Mstep: Class 21 contains 11460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844762.000000 Penalty: 23130.978516
Iteration 97Q: 12 clusters Score -2.084476e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 56064 members 
Mstep: Class 4 contains 37391 members 
Mstep: Class 8 contains 42939 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 16158 members 
Mstep: Class 15 contains 52202 members 
Mstep: Class 16 contains 163939 members 
Mstep: Class 20 contains 9916 members 
Mstep: Class 21 contains 11352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844794.000000 Penalty: 23130.978516
Iteration 98Q: 12 clusters Score -2.084479e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 56034 members 
Mstep: Class 4 contains 37258 members 
Mstep: Class 8 contains 42899 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 12 contains 16062 members 
Mstep: Class 15 contains 52170 members 
Mstep: Class 16 contains 164406 members 
Mstep: Class 20 contains 9912 members 
Mstep: Class 21 contains 11230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844782.000000 Penalty: 23130.978516
Iteration 99Q: 12 clusters Score -2.084478e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 55978 members 
Mstep: Class 4 contains 37134 members 
Mstep: Class 8 contains 42865 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 12 contains 15966 members 
Mstep: Class 15 contains 52151 members 
Mstep: Class 16 contains 164866 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 11106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844816.000000 Penalty: 23130.978516
Iteration 100F: 12 clusters Score -2.084482e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 55926 members 
Mstep: Class 4 contains 37014 members 
Mstep: Class 8 contains 42827 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 12 contains 15851 members 
Mstep: Class 15 contains 52125 members 
Mstep: Class 16 contains 165346 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 10993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844766.000000 Penalty: 23130.978516
Iteration 101Q: 12 clusters Score -2.084477e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 55869 members 
Mstep: Class 4 contains 36887 members 
Mstep: Class 8 contains 42790 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 12 contains 15736 members 
Mstep: Class 15 contains 52094 members 
Mstep: Class 16 contains 165810 members 
Mstep: Class 20 contains 9917 members 
Mstep: Class 21 contains 10889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844842.000000 Penalty: 23130.978516
Iteration 102Q: 12 clusters Score -2.084484e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 2568 members 
Mstep: Class 3 contains 55800 members 
Mstep: Class 4 contains 36773 members 
Mstep: Class 8 contains 42753 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 15 contains 52065 members 
Mstep: Class 16 contains 166255 members 
Mstep: Class 20 contains 9920 members 
Mstep: Class 21 contains 10800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844880.000000 Penalty: 23130.978516
Iteration 103Q: 12 clusters Score -2.084488e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 55737 members 
Mstep: Class 4 contains 36658 members 
Mstep: Class 8 contains 42724 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 12 contains 15532 members 
Mstep: Class 15 contains 52039 members 
Mstep: Class 16 contains 166685 members 
Mstep: Class 20 contains 9917 members 
Mstep: Class 21 contains 10703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844858.000000 Penalty: 23130.978516
Iteration 104Q: 12 clusters Score -2.084486e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 55672 members 
Mstep: Class 4 contains 36524 members 
Mstep: Class 8 contains 42692 members 
Mstep: Class 10 contains 2544 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 15 contains 52021 members 
Mstep: Class 16 contains 167127 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 10623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844844.000000 Penalty: 23130.978516
Iteration 105Q: 12 clusters Score -2.084484e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 55616 members 
Mstep: Class 4 contains 36394 members 
Mstep: Class 8 contains 42669 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 12 contains 15303 members 
Mstep: Class 15 contains 52004 members 
Mstep: Class 16 contains 167560 members 
Mstep: Class 20 contains 9908 members 
Mstep: Class 21 contains 10534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844822.000000 Penalty: 23130.978516
Iteration 106Q: 12 clusters Score -2.084482e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 55563 members 
Mstep: Class 4 contains 36285 members 
Mstep: Class 8 contains 42643 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 12 contains 15198 members 
Mstep: Class 15 contains 51978 members 
Mstep: Class 16 contains 167988 members 
Mstep: Class 20 contains 9906 members 
Mstep: Class 21 contains 10429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844816.000000 Penalty: 23130.978516
Iteration 107Q: 12 clusters Score -2.084482e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 55517 members 
Mstep: Class 4 contains 36177 members 
Mstep: Class 8 contains 42617 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 12 contains 15106 members 
Mstep: Class 15 contains 51946 members 
Mstep: Class 16 contains 168412 members 
Mstep: Class 20 contains 9904 members 
Mstep: Class 21 contains 10312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844818.000000 Penalty: 23130.978516
Iteration 108Q: 12 clusters Score -2.084482e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2553 members 
Mstep: Class 3 contains 55472 members 
Mstep: Class 4 contains 36075 members 
Mstep: Class 8 contains 42594 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 12 contains 15010 members 
Mstep: Class 15 contains 51915 members 
Mstep: Class 16 contains 168833 members 
Mstep: Class 20 contains 9903 members 
Mstep: Class 21 contains 10190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844854.000000 Penalty: 23130.978516
Iteration 109Q: 12 clusters Score -2.084485e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 3 contains 55413 members 
Mstep: Class 4 contains 35953 members 
Mstep: Class 8 contains 42569 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 12 contains 14932 members 
Mstep: Class 15 contains 51887 members 
Mstep: Class 16 contains 169286 members 
Mstep: Class 20 contains 9904 members 
Mstep: Class 21 contains 10052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844860.000000 Penalty: 23130.978516
Iteration 110Q: 12 clusters Score -2.084486e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2548 members 
Mstep: Class 3 contains 55346 members 
Mstep: Class 4 contains 35846 members 
Mstep: Class 8 contains 42551 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 12 contains 14836 members 
Mstep: Class 15 contains 51857 members 
Mstep: Class 16 contains 169733 members 
Mstep: Class 20 contains 9910 members 
Mstep: Class 21 contains 9911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844956.000000 Penalty: 23130.978516
Iteration 111Q: 12 clusters Score -2.084496e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 55281 members 
Mstep: Class 4 contains 35765 members 
Mstep: Class 8 contains 42528 members 
Mstep: Class 10 contains 2569 members 
Mstep: Class 12 contains 14755 members 
Mstep: Class 15 contains 51824 members 
Mstep: Class 16 contains 170149 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 9772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844942.000000 Penalty: 23130.978516
Iteration 112Q: 12 clusters Score -2.084494e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 55213 members 
Mstep: Class 4 contains 35672 members 
Mstep: Class 8 contains 42511 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 12 contains 14690 members 
Mstep: Class 15 contains 51795 members 
Mstep: Class 16 contains 170536 members 
Mstep: Class 20 contains 9914 members 
Mstep: Class 21 contains 9653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844994.000000 Penalty: 23130.978516
Iteration 113Q: 12 clusters Score -2.084499e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 55168 members 
Mstep: Class 4 contains 35593 members 
Mstep: Class 8 contains 42494 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 12 contains 14607 members 
Mstep: Class 15 contains 51761 members 
Mstep: Class 16 contains 170914 members 
Mstep: Class 20 contains 9919 members 
Mstep: Class 21 contains 9529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844948.000000 Penalty: 23130.978516
Iteration 114Q: 12 clusters Score -2.084495e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 2542 members 
Mstep: Class 3 contains 55120 members 
Mstep: Class 4 contains 35512 members 
Mstep: Class 8 contains 42471 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 12 contains 14535 members 
Mstep: Class 15 contains 51731 members 
Mstep: Class 16 contains 171308 members 
Mstep: Class 20 contains 9921 members 
Mstep: Class 21 contains 9393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844966.000000 Penalty: 23130.978516
Iteration 115Q: 12 clusters Score -2.084497e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 55080 members 
Mstep: Class 4 contains 35428 members 
Mstep: Class 8 contains 42451 members 
Mstep: Class 10 contains 2569 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 15 contains 51714 members 
Mstep: Class 16 contains 171672 members 
Mstep: Class 20 contains 9925 members 
Mstep: Class 21 contains 9257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20845018.000000 Penalty: 23130.978516
Iteration 116Q: 12 clusters Score -2.084502e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 55034 members 
Mstep: Class 4 contains 35361 members 
Mstep: Class 8 contains 42438 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 15 contains 51695 members 
Mstep: Class 16 contains 172009 members 
Mstep: Class 20 contains 9923 members 
Mstep: Class 21 contains 9140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20845096.000000 Penalty: 23130.978516
Iteration 117Q: 12 clusters Score -2.08451e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 2532 members 
Mstep: Class 3 contains 54993 members 
Mstep: Class 4 contains 35290 members 
Mstep: Class 8 contains 42425 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 12 contains 14361 members 
Mstep: Class 15 contains 51681 members 
Mstep: Class 16 contains 172306 members 
Mstep: Class 20 contains 9928 members 
Mstep: Class 21 contains 9024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20845150.000000 Penalty: 23130.978516
Iteration 118Q: 12 clusters Score -2.084515e+07 nChanged 352
Entering ConstructFrom: 
Score: -20845150.000000 Penalty: 23130.978516
Entering ConstructFrom: 
Trying to split cluster 1 (21712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Entering Unmasked Estep 
Score: -1147834.000000 Penalty: 1622.663330
	Iteration 0F: 2 clusters Score -1147834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1132990.750000 Penalty: 3245.326660
	Iteration 0F: 3 clusters Score -1132991 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1138425.250000 Penalty: 3245.326660
	Iteration 1F: 3 clusters Score -1138425 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1138662.750000 Penalty: 3245.326660
	Iteration 2Q: 3 clusters Score -1138663 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1138877.000000 Penalty: 3245.326660
	Iteration 3Q: 3 clusters Score -1138877 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1139066.875000 Penalty: 3245.326660
	Iteration 4Q: 3 clusters Score -1139067 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1139255.625000 Penalty: 3245.326660
	Iteration 5Q: 3 clusters Score -1139256 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1139502.250000 Penalty: 3245.326660
	Iteration 6Q: 3 clusters Score -1139502 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1139854.000000 Penalty: 3245.326660
	Iteration 7Q: 3 clusters Score -1139854 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1140398.875000 Penalty: 3245.326660
	Iteration 8Q: 3 clusters Score -1140399 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1141250.625000 Penalty: 3245.326660
	Iteration 9F: 3 clusters Score -1141251 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1142493.750000 Penalty: 3245.326660
	Iteration 10F: 3 clusters Score -1142494 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1143970.750000 Penalty: 3245.326660
	Iteration 11F: 3 clusters Score -1143971 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1145193.375000 Penalty: 3245.326660
	Iteration 12F: 3 clusters Score -1145193 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1145887.125000 Penalty: 3245.326660
	Iteration 13Q: 3 clusters Score -1145887 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1146180.750000 Penalty: 3245.326660
	Iteration 14Q: 3 clusters Score -1146181 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1146294.500000 Penalty: 3245.326660
	Iteration 15Q: 3 clusters Score -1146294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1146346.750000 Penalty: 3245.326660
	Iteration 16Q: 3 clusters Score -1146347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1146362.500000 Penalty: 3245.326660
	Iteration 17Q: 3 clusters Score -1146362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1146381.875000 Penalty: 3245.326660
	Iteration 18Q: 3 clusters Score -1146382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1146394.750000 Penalty: 3245.326660
	Iteration 19Q: 3 clusters Score -1146395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1146402.500000 Penalty: 3245.326660
	Iteration 20F: 3 clusters Score -1146402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1146408.000000 Penalty: 3245.326660
	Iteration 21Q: 3 clusters Score -1146408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1146408.625000 Penalty: 3245.326660
	Iteration 22Q: 3 clusters Score -1146409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1146409.375000 Penalty: 3245.326660
	Iteration 23Q: 3 clusters Score -1146409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1146409.375000 Penalty: 3245.326660
	Iteration 24F: 3 clusters Score -1146409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -132577.921875 Penalty: 1273.538452
	Iteration 0F: 2 clusters Score -132577.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -130182.851562 Penalty: 2547.076904
	Iteration 0F: 3 clusters Score -130182.9 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -130669.218750 Penalty: 2547.076904
	Iteration 1F: 3 clusters Score -130669.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -130785.820312 Penalty: 2547.076904
	Iteration 2F: 3 clusters Score -130785.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -130859.757812 Penalty: 2547.076904
	Iteration 3F: 3 clusters Score -130859.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -130914.585938 Penalty: 2547.076904
	Iteration 4Q: 3 clusters Score -130914.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -130955.257812 Penalty: 2547.076904
	Iteration 5Q: 3 clusters Score -130955.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -130988.421875 Penalty: 2547.076904
	Iteration 6Q: 3 clusters Score -130988.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -131006.179688 Penalty: 2547.076904
	Iteration 7Q: 3 clusters Score -131006.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -131021.484375 Penalty: 2547.076904
	Iteration 8Q: 3 clusters Score -131021.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -131031.960938 Penalty: 2547.076904
	Iteration 9Q: 3 clusters Score -131032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -131043.164062 Penalty: 2547.076904
	Iteration 10Q: 3 clusters Score -131043.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -131053.656250 Penalty: 2547.076904
	Iteration 11Q: 3 clusters Score -131053.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -131061.515625 Penalty: 2547.076904
	Iteration 12Q: 3 clusters Score -131061.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -131069.125000 Penalty: 2547.076904
	Iteration 13Q: 3 clusters Score -131069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -131074.750000 Penalty: 2547.076904
	Iteration 14Q: 3 clusters Score -131074.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -131080.921875 Penalty: 2547.076904
	Iteration 15Q: 3 clusters Score -131080.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -131086.781250 Penalty: 2547.076904
	Iteration 16Q: 3 clusters Score -131086.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -131092.375000 Penalty: 2547.076904
	Iteration 17Q: 3 clusters Score -131092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -131094.375000 Penalty: 2547.076904
	Iteration 18Q: 3 clusters Score -131094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -131096.328125 Penalty: 2547.076904
	Iteration 19Q: 3 clusters Score -131096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -131097.906250 Penalty: 2547.076904
	Iteration 20F: 3 clusters Score -131097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -131099.250000 Penalty: 2547.076904
	Iteration 21Q: 3 clusters Score -131099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -131100.062500 Penalty: 2547.076904
	Iteration 22Q: 3 clusters Score -131100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -131101.531250 Penalty: 2547.076904
	Iteration 23Q: 3 clusters Score -131101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -131102.343750 Penalty: 2547.076904
	Iteration 24Q: 3 clusters Score -131102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -131102.203125 Penalty: 2547.076904
	Iteration 25Q: 3 clusters Score -131102.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -131102.203125 Penalty: 2547.076904
	Iteration 26F: 3 clusters Score -131102.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Entering Unmasked Estep 
Score: -2889950.250000 Penalty: 1773.574829
	Iteration 0F: 2 clusters Score -2889950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -2853427.750000 Penalty: 3547.149658
	Iteration 0F: 3 clusters Score -2853428 nChanged 25672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -2868071.250000 Penalty: 3547.149658
	Iteration 1F: 3 clusters Score -2868071 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -2868831.250000 Penalty: 3547.149658
	Iteration 2Q: 3 clusters Score -2868831 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -2870005.750000 Penalty: 3547.149658
	Iteration 3Q: 3 clusters Score -2870006 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -2871824.500000 Penalty: 3547.149658
	Iteration 4F: 3 clusters Score -2871824 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -2874815.250000 Penalty: 3547.149658
	Iteration 5F: 3 clusters Score -2874815 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -2878958.000000 Penalty: 3547.149658
	Iteration 6F: 3 clusters Score -2878958 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -2883323.000000 Penalty: 3547.149658
	Iteration 7F: 3 clusters Score -2883323 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -2886291.250000 Penalty: 3547.149658
	Iteration 8F: 3 clusters Score -2886291 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -2887713.500000 Penalty: 3547.149658
	Iteration 9Q: 3 clusters Score -2887714 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -2888276.750000 Penalty: 3547.149658
	Iteration 10Q: 3 clusters Score -2888277 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -2888512.250000 Penalty: 3547.149658
	Iteration 11Q: 3 clusters Score -2888512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -2888584.250000 Penalty: 3547.149658
	Iteration 12Q: 3 clusters Score -2888584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -2888622.750000 Penalty: 3547.149658
	Iteration 13Q: 3 clusters Score -2888623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -2888633.000000 Penalty: 3547.149658
	Iteration 14Q: 3 clusters Score -2888633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -2888642.250000 Penalty: 3547.149658
	Iteration 15Q: 3 clusters Score -2888642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -2888655.500000 Penalty: 3547.149658
	Iteration 16Q: 3 clusters Score -2888656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -2888667.250000 Penalty: 3547.149658
	Iteration 17Q: 3 clusters Score -2888667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -2888666.750000 Penalty: 3547.149658
	Iteration 18Q: 3 clusters Score -2888667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -2888671.000000 Penalty: 3547.149658
	Iteration 19Q: 3 clusters Score -2888671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -2888674.000000 Penalty: 3547.149658
	Iteration 20F: 3 clusters Score -2888674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -2888675.750000 Penalty: 3547.149658
	Iteration 21Q: 3 clusters Score -2888676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -2888678.500000 Penalty: 3547.149658
	Iteration 22Q: 3 clusters Score -2888678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -2888678.500000 Penalty: 3547.149658
	Iteration 23F: 3 clusters Score -2888678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Entering Unmasked Estep 
Score: -1832498.750000 Penalty: 1701.263306
	Iteration 0F: 2 clusters Score -1832499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1808938.125000 Penalty: 3402.526611
	Iteration 0F: 3 clusters Score -1808938 nChanged 16238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1818082.375000 Penalty: 3402.526611
	Iteration 1F: 3 clusters Score -1818082 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1818619.125000 Penalty: 3402.526611
	Iteration 2Q: 3 clusters Score -1818619 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -1819269.875000 Penalty: 3402.526611
	Iteration 3Q: 3 clusters Score -1819270 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1820174.500000 Penalty: 3402.526611
	Iteration 4Q: 3 clusters Score -1820174 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1821430.875000 Penalty: 3402.526611
	Iteration 5F: 3 clusters Score -1821431 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1823197.750000 Penalty: 3402.526611
	Iteration 6F: 3 clusters Score -1823198 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1825572.750000 Penalty: 3402.526611
	Iteration 7F: 3 clusters Score -1825573 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -1828027.875000 Penalty: 3402.526611
	Iteration 8F: 3 clusters Score -1828028 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -1829588.875000 Penalty: 3402.526611
	Iteration 9F: 3 clusters Score -1829589 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1830334.875000 Penalty: 3402.526611
	Iteration 10Q: 3 clusters Score -1830335 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1830706.750000 Penalty: 3402.526611
	Iteration 11Q: 3 clusters Score -1830707 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1830950.125000 Penalty: 3402.526611
	Iteration 12Q: 3 clusters Score -1830950 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -1831138.125000 Penalty: 3402.526611
	Iteration 13Q: 3 clusters Score -1831138 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -1831241.875000 Penalty: 3402.526611
	Iteration 14Q: 3 clusters Score -1831242 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1831320.875000 Penalty: 3402.526611
	Iteration 15Q: 3 clusters Score -1831321 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1831366.750000 Penalty: 3402.526611
	Iteration 16Q: 3 clusters Score -1831367 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1831403.000000 Penalty: 3402.526611
	Iteration 17Q: 3 clusters Score -1831403 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1831433.500000 Penalty: 3402.526611
	Iteration 18Q: 3 clusters Score -1831434 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1831460.000000 Penalty: 3402.526611
	Iteration 19Q: 3 clusters Score -1831460 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1831477.750000 Penalty: 3402.526611
	Iteration 20F: 3 clusters Score -1831478 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1831492.750000 Penalty: 3402.526611
	Iteration 21Q: 3 clusters Score -1831493 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1831513.375000 Penalty: 3402.526611
	Iteration 22Q: 3 clusters Score -1831513 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1831547.875000 Penalty: 3402.526611
	Iteration 23Q: 3 clusters Score -1831548 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1831578.625000 Penalty: 3402.526611
	Iteration 24Q: 3 clusters Score -1831579 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1831620.375000 Penalty: 3402.526611
	Iteration 25Q: 3 clusters Score -1831620 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1831650.750000 Penalty: 3402.526611
	Iteration 26Q: 3 clusters Score -1831651 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1831683.375000 Penalty: 3402.526611
	Iteration 27Q: 3 clusters Score -1831683 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1831710.750000 Penalty: 3402.526611
	Iteration 28Q: 3 clusters Score -1831711 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1831751.000000 Penalty: 3402.526611
	Iteration 29Q: 3 clusters Score -1831751 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1831785.625000 Penalty: 3402.526611
	Iteration 30Q: 3 clusters Score -1831786 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1831824.500000 Penalty: 3402.526611
	Iteration 31Q: 3 clusters Score -1831824 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1831860.625000 Penalty: 3402.526611
	Iteration 32Q: 3 clusters Score -1831861 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1831899.500000 Penalty: 3402.526611
	Iteration 33Q: 3 clusters Score -1831900 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1831935.125000 Penalty: 3402.526611
	Iteration 34Q: 3 clusters Score -1831935 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1831977.875000 Penalty: 3402.526611
	Iteration 35Q: 3 clusters Score -1831978 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1832029.250000 Penalty: 3402.526611
	Iteration 36Q: 3 clusters Score -1832029 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1832074.125000 Penalty: 3402.526611
	Iteration 37Q: 3 clusters Score -1832074 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1832135.125000 Penalty: 3402.526611
	Iteration 38Q: 3 clusters Score -1832135 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1832220.250000 Penalty: 3402.526611
	Iteration 39Q: 3 clusters Score -1832220 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1832339.250000 Penalty: 3402.526611
	Iteration 40F: 3 clusters Score -1832339 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1832534.750000 Penalty: 3402.526611
	Iteration 41Q: 3 clusters Score -1832535 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1832930.625000 Penalty: 3402.526611
	Iteration 42Q: 3 clusters Score -1832931 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1833572.375000 Penalty: 3402.526611
	Iteration 43Q: 3 clusters Score -1833572 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1834053.125000 Penalty: 3402.526611
	Iteration 44Q: 3 clusters Score -1834053 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1834223.375000 Penalty: 3402.526611
	Iteration 45Q: 3 clusters Score -1834223 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1834275.375000 Penalty: 3402.526611
	Iteration 46Q: 3 clusters Score -1834275 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1834306.125000 Penalty: 3402.526611
	Iteration 47Q: 3 clusters Score -1834306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1834324.625000 Penalty: 3402.526611
	Iteration 48Q: 3 clusters Score -1834325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1834326.000000 Penalty: 3402.526611
	Iteration 49Q: 3 clusters Score -1834326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1834321.750000 Penalty: 3402.526611
	Iteration 50Q: 3 clusters Score -1834322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1834321.375000 Penalty: 3402.526611
	Iteration 51Q: 3 clusters Score -1834321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1834325.000000 Penalty: 3402.526611
	Iteration 52Q: 3 clusters Score -1834325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1834323.250000 Penalty: 3402.526611
	Iteration 53Q: 3 clusters Score -1834323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1834328.625000 Penalty: 3402.526611
	Iteration 54Q: 3 clusters Score -1834329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1834325.500000 Penalty: 3402.526611
	Iteration 55Q: 3 clusters Score -1834326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1834327.000000 Penalty: 3402.526611
	Iteration 56Q: 3 clusters Score -1834327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1834324.375000 Penalty: 3402.526611
	Iteration 57Q: 3 clusters Score -1834324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1834325.125000 Penalty: 3402.526611
	Iteration 58Q: 3 clusters Score -1834325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1834324.750000 Penalty: 3402.526611
	Iteration 59Q: 3 clusters Score -1834325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1834323.750000 Penalty: 3402.526611
	Iteration 60F: 3 clusters Score -1834324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1834323.375000 Penalty: 3402.526611
	Iteration 61Q: 3 clusters Score -1834323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1834324.625000 Penalty: 3402.526611
	Iteration 62Q: 3 clusters Score -1834325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1834326.000000 Penalty: 3402.526611
	Iteration 63Q: 3 clusters Score -1834326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1834326.500000 Penalty: 3402.526611
	Iteration 64Q: 3 clusters Score -1834326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1834326.500000 Penalty: 3402.526611
	Iteration 65F: 3 clusters Score -1834326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 54957 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10580 members 
Mstep: Class 8 contains 42402 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 12 contains 14329 members 
Mstep: Class 15 contains 51661 members 
Mstep: Class 16 contains 172593 members 
Mstep: Class 20 contains 9934 members 
Mstep: Class 21 contains 8915 members 
Entering Unmasked Estep 
Score: -20846516.000000 Penalty: 25233.794922
Splitting cluster 4 changes total score from -20845150.000000 to -20846516.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (42402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Entering Unmasked Estep 
Score: -2252355.750000 Penalty: 1731.429565
	Iteration 0F: 2 clusters Score -2252356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2223929.250000 Penalty: 3462.859131
	Iteration 0F: 3 clusters Score -2223929 nChanged 19668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2235018.250000 Penalty: 3462.859131
	Iteration 1F: 3 clusters Score -2235018 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2235593.750000 Penalty: 3462.859131
	Iteration 2Q: 3 clusters Score -2235594 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2236407.250000 Penalty: 3462.859131
	Iteration 3Q: 3 clusters Score -2236407 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2237497.250000 Penalty: 3462.859131
	Iteration 4Q: 3 clusters Score -2237497 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2239123.250000 Penalty: 3462.859131
	Iteration 5F: 3 clusters Score -2239123 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2241484.500000 Penalty: 3462.859131
	Iteration 6F: 3 clusters Score -2241484 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2244238.750000 Penalty: 3462.859131
	Iteration 7F: 3 clusters Score -2244239 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2246824.250000 Penalty: 3462.859131
	Iteration 8F: 3 clusters Score -2246824 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2248695.000000 Penalty: 3462.859131
	Iteration 9Q: 3 clusters Score -2248695 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2249720.250000 Penalty: 3462.859131
	Iteration 10Q: 3 clusters Score -2249720 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2250221.500000 Penalty: 3462.859131
	Iteration 11Q: 3 clusters Score -2250222 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2250501.000000 Penalty: 3462.859131
	Iteration 12Q: 3 clusters Score -2250501 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2250654.250000 Penalty: 3462.859131
	Iteration 13Q: 3 clusters Score -2250654 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2250752.750000 Penalty: 3462.859131
	Iteration 14Q: 3 clusters Score -2250753 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2250817.000000 Penalty: 3462.859131
	Iteration 15Q: 3 clusters Score -2250817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2250862.750000 Penalty: 3462.859131
	Iteration 16Q: 3 clusters Score -2250863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2250886.000000 Penalty: 3462.859131
	Iteration 17Q: 3 clusters Score -2250886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2250914.750000 Penalty: 3462.859131
	Iteration 18Q: 3 clusters Score -2250915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2250945.500000 Penalty: 3462.859131
	Iteration 19Q: 3 clusters Score -2250946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2250956.750000 Penalty: 3462.859131
	Iteration 20F: 3 clusters Score -2250957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2250966.750000 Penalty: 3462.859131
	Iteration 21Q: 3 clusters Score -2250967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2250988.500000 Penalty: 3462.859131
	Iteration 22Q: 3 clusters Score -2250988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2250998.250000 Penalty: 3462.859131
	Iteration 23Q: 3 clusters Score -2250998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2251003.500000 Penalty: 3462.859131
	Iteration 24Q: 3 clusters Score -2251004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2251009.000000 Penalty: 3462.859131
	Iteration 25Q: 3 clusters Score -2251009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2251009.500000 Penalty: 3462.859131
	Iteration 26Q: 3 clusters Score -2251010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2251011.750000 Penalty: 3462.859131
	Iteration 27Q: 3 clusters Score -2251012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2251015.000000 Penalty: 3462.859131
	Iteration 28Q: 3 clusters Score -2251015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2251017.000000 Penalty: 3462.859131
	Iteration 29Q: 3 clusters Score -2251017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2251017.000000 Penalty: 3462.859131
	Iteration 30F: 3 clusters Score -2251017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -132995.781250 Penalty: 1275.388306
	Iteration 0F: 2 clusters Score -132995.8 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 1229 members 
Entering Unmasked Estep 
Score: -130520.867188 Penalty: 2550.776611
	Iteration 0F: 3 clusters Score -130520.9 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -131041.851562 Penalty: 2550.776611
	Iteration 1F: 3 clusters Score -131041.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -131170.468750 Penalty: 2550.776611
	Iteration 2F: 3 clusters Score -131170.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -131260.265625 Penalty: 2550.776611
	Iteration 3F: 3 clusters Score -131260.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -131315.281250 Penalty: 2550.776611
	Iteration 4Q: 3 clusters Score -131315.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -131357.984375 Penalty: 2550.776611
	Iteration 5Q: 3 clusters Score -131358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -131390.781250 Penalty: 2550.776611
	Iteration 6Q: 3 clusters Score -131390.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -131418.890625 Penalty: 2550.776611
	Iteration 7Q: 3 clusters Score -131418.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -131438.609375 Penalty: 2550.776611
	Iteration 8Q: 3 clusters Score -131438.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -131461.093750 Penalty: 2550.776611
	Iteration 9Q: 3 clusters Score -131461.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -131485.296875 Penalty: 2550.776611
	Iteration 10Q: 3 clusters Score -131485.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -131505.171875 Penalty: 2550.776611
	Iteration 11Q: 3 clusters Score -131505.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -131520.968750 Penalty: 2550.776611
	Iteration 12Q: 3 clusters Score -131521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -131537.656250 Penalty: 2550.776611
	Iteration 13Q: 3 clusters Score -131537.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -131552.734375 Penalty: 2550.776611
	Iteration 14Q: 3 clusters Score -131552.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -131571.984375 Penalty: 2550.776611
	Iteration 15Q: 3 clusters Score -131572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -131591.515625 Penalty: 2550.776611
	Iteration 16Q: 3 clusters Score -131591.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -131612.187500 Penalty: 2550.776611
	Iteration 17Q: 3 clusters Score -131612.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -131631.578125 Penalty: 2550.776611
	Iteration 18Q: 3 clusters Score -131631.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -131645.656250 Penalty: 2550.776611
	Iteration 19Q: 3 clusters Score -131645.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -131663.140625 Penalty: 2550.776611
	Iteration 20F: 3 clusters Score -131663.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131684.093750 Penalty: 2550.776611
	Iteration 21Q: 3 clusters Score -131684.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -131707.093750 Penalty: 2550.776611
	Iteration 22Q: 3 clusters Score -131707.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -131726.734375 Penalty: 2550.776611
	Iteration 23Q: 3 clusters Score -131726.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -131748.343750 Penalty: 2550.776611
	Iteration 24Q: 3 clusters Score -131748.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -131761.671875 Penalty: 2550.776611
	Iteration 25Q: 3 clusters Score -131761.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -131772.031250 Penalty: 2550.776611
	Iteration 26Q: 3 clusters Score -131772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -131779.703125 Penalty: 2550.776611
	Iteration 27Q: 3 clusters Score -131779.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -131790.531250 Penalty: 2550.776611
	Iteration 28Q: 3 clusters Score -131790.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -131809.625000 Penalty: 2550.776611
	Iteration 29Q: 3 clusters Score -131809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131818.406250 Penalty: 2550.776611
	Iteration 30Q: 3 clusters Score -131818.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -131827.921875 Penalty: 2550.776611
	Iteration 31Q: 3 clusters Score -131827.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -131835.515625 Penalty: 2550.776611
	Iteration 32Q: 3 clusters Score -131835.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -131845.562500 Penalty: 2550.776611
	Iteration 33Q: 3 clusters Score -131845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -131852.343750 Penalty: 2550.776611
	Iteration 34Q: 3 clusters Score -131852.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -131857.781250 Penalty: 2550.776611
	Iteration 35Q: 3 clusters Score -131857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -131859.953125 Penalty: 2550.776611
	Iteration 36Q: 3 clusters Score -131860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -131861.078125 Penalty: 2550.776611
	Iteration 37Q: 3 clusters Score -131861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -131861.500000 Penalty: 2550.776611
	Iteration 38Q: 3 clusters Score -131861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -131862.281250 Penalty: 2550.776611
	Iteration 39Q: 3 clusters Score -131862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -131863.593750 Penalty: 2550.776611
	Iteration 40F: 3 clusters Score -131863.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Entering Unmasked Estep 
Score: -761108.812500 Penalty: 1555.131592
	Iteration 0F: 2 clusters Score -761108.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -751152.562500 Penalty: 3110.263184
	Iteration 0F: 3 clusters Score -751152.6 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -754715.625000 Penalty: 3110.263184
	Iteration 1F: 3 clusters Score -754715.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -755058.625000 Penalty: 3110.263184
	Iteration 2F: 3 clusters Score -755058.6 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -755454.875000 Penalty: 3110.263184
	Iteration 3F: 3 clusters Score -755454.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -755979.937500 Penalty: 3110.263184
	Iteration 4F: 3 clusters Score -755979.9 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -756679.062500 Penalty: 3110.263184
	Iteration 5F: 3 clusters Score -756679.1 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -757488.125000 Penalty: 3110.263184
	Iteration 6F: 3 clusters Score -757488.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -758253.062500 Penalty: 3110.263184
	Iteration 7F: 3 clusters Score -758253.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -758839.812500 Penalty: 3110.263184
	Iteration 8Q: 3 clusters Score -758839.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -759195.125000 Penalty: 3110.263184
	Iteration 9Q: 3 clusters Score -759195.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -759415.750000 Penalty: 3110.263184
	Iteration 10Q: 3 clusters Score -759415.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -759537.875000 Penalty: 3110.263184
	Iteration 11Q: 3 clusters Score -759537.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -759628.500000 Penalty: 3110.263184
	Iteration 12Q: 3 clusters Score -759628.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -759676.062500 Penalty: 3110.263184
	Iteration 13Q: 3 clusters Score -759676.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -759706.500000 Penalty: 3110.263184
	Iteration 14Q: 3 clusters Score -759706.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -759733.000000 Penalty: 3110.263184
	Iteration 15Q: 3 clusters Score -759733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -759750.875000 Penalty: 3110.263184
	Iteration 16Q: 3 clusters Score -759750.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -759760.875000 Penalty: 3110.263184
	Iteration 17Q: 3 clusters Score -759760.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -759770.187500 Penalty: 3110.263184
	Iteration 18Q: 3 clusters Score -759770.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -759776.187500 Penalty: 3110.263184
	Iteration 19Q: 3 clusters Score -759776.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -759791.250000 Penalty: 3110.263184
	Iteration 20F: 3 clusters Score -759791.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -759800.250000 Penalty: 3110.263184
	Iteration 21Q: 3 clusters Score -759800.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -759807.875000 Penalty: 3110.263184
	Iteration 22Q: 3 clusters Score -759807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -759821.312500 Penalty: 3110.263184
	Iteration 23Q: 3 clusters Score -759821.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -759826.187500 Penalty: 3110.263184
	Iteration 24Q: 3 clusters Score -759826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -759827.937500 Penalty: 3110.263184
	Iteration 25Q: 3 clusters Score -759827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -759828.187500 Penalty: 3110.263184
	Iteration 26Q: 3 clusters Score -759828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -759828.687500 Penalty: 3110.263184
	Iteration 27Q: 3 clusters Score -759828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -759829.125000 Penalty: 3110.263184
	Iteration 28Q: 3 clusters Score -759829.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -759829.125000 Penalty: 3110.263184
	Iteration 29F: 3 clusters Score -759829.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Entering Unmasked Estep 
Score: -2725182.750000 Penalty: 1763.524414
	Iteration 0F: 2 clusters Score -2725183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2690759.250000 Penalty: 3527.048828
	Iteration 0F: 3 clusters Score -2690759 nChanged 24234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2704565.250000 Penalty: 3527.048828
	Iteration 1F: 3 clusters Score -2704565 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2705153.750000 Penalty: 3527.048828
	Iteration 2Q: 3 clusters Score -2705154 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2705956.500000 Penalty: 3527.048828
	Iteration 3Q: 3 clusters Score -2705956 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2707157.500000 Penalty: 3527.048828
	Iteration 4Q: 3 clusters Score -2707158 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2708965.500000 Penalty: 3527.048828
	Iteration 5F: 3 clusters Score -2708966 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2711662.250000 Penalty: 3527.048828
	Iteration 6F: 3 clusters Score -2711662 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2715092.500000 Penalty: 3527.048828
	Iteration 7F: 3 clusters Score -2715092 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2718485.500000 Penalty: 3527.048828
	Iteration 8F: 3 clusters Score -2718486 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2720953.000000 Penalty: 3527.048828
	Iteration 9Q: 3 clusters Score -2720953 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2722332.500000 Penalty: 3527.048828
	Iteration 10Q: 3 clusters Score -2722332 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2722994.250000 Penalty: 3527.048828
	Iteration 11Q: 3 clusters Score -2722994 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2723296.500000 Penalty: 3527.048828
	Iteration 12Q: 3 clusters Score -2723296 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2723429.500000 Penalty: 3527.048828
	Iteration 13Q: 3 clusters Score -2723430 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2723541.500000 Penalty: 3527.048828
	Iteration 14Q: 3 clusters Score -2723542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2723589.500000 Penalty: 3527.048828
	Iteration 15Q: 3 clusters Score -2723590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2723620.000000 Penalty: 3527.048828
	Iteration 16Q: 3 clusters Score -2723620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2723647.750000 Penalty: 3527.048828
	Iteration 17Q: 3 clusters Score -2723648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2723661.250000 Penalty: 3527.048828
	Iteration 18Q: 3 clusters Score -2723661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2723662.000000 Penalty: 3527.048828
	Iteration 19Q: 3 clusters Score -2723662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2723676.500000 Penalty: 3527.048828
	Iteration 20F: 3 clusters Score -2723676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2723676.500000 Penalty: 3527.048828
	Iteration 21Q: 3 clusters Score -2723676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2723681.500000 Penalty: 3527.048828
	Iteration 22Q: 3 clusters Score -2723682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2723681.500000 Penalty: 3527.048828
	Iteration 23Q: 3 clusters Score -2723682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2723684.250000 Penalty: 3527.048828
	Iteration 24Q: 3 clusters Score -2723684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2723683.750000 Penalty: 3527.048828
	Iteration 25Q: 3 clusters Score -2723684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2723684.750000 Penalty: 3527.048828
	Iteration 26Q: 3 clusters Score -2723685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2723684.750000 Penalty: 3527.048828
	Iteration 27F: 3 clusters Score -2723685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (172593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172593 members 
Entering Unmasked Estep 
Score: -8776803.000000 Penalty: 1959.537231
	Iteration 0F: 2 clusters Score -8776803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 86433 members 
Entering Unmasked Estep 
Score: -8661015.000000 Penalty: 3919.074463
	Iteration 0F: 3 clusters Score -8661015 nChanged 83478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -8709803.000000 Penalty: 3919.074463
	Iteration 1F: 3 clusters Score -8709803 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85296 members 
Mstep: Class 2 contains 87297 members 
Entering Unmasked Estep 
Score: -8710476.000000 Penalty: 3919.074463
	Iteration 2Q: 3 clusters Score -8710476 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -8711226.000000 Penalty: 3919.074463
	Iteration 3Q: 3 clusters Score -8711226 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -8711975.000000 Penalty: 3919.074463
	Iteration 4Q: 3 clusters Score -8711975 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -8712987.000000 Penalty: 3919.074463
	Iteration 5Q: 3 clusters Score -8712987 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 93407 members 
Entering Unmasked Estep 
Score: -8714531.000000 Penalty: 3919.074463
	Iteration 6Q: 3 clusters Score -8714531 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -8717024.000000 Penalty: 3919.074463
	Iteration 7Q: 3 clusters Score -8717024 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 103060 members 
Entering Unmasked Estep 
Score: -8720637.000000 Penalty: 3919.074463
	Iteration 8Q: 3 clusters Score -8720637 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 110597 members 
Entering Unmasked Estep 
Score: -8726096.000000 Penalty: 3919.074463
	Iteration 9F: 3 clusters Score -8726096 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 119741 members 
Entering Unmasked Estep 
Score: -8733477.000000 Penalty: 3919.074463
	Iteration 10F: 3 clusters Score -8733477 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 129218 members 
Entering Unmasked Estep 
Score: -8741630.000000 Penalty: 3919.074463
	Iteration 11F: 3 clusters Score -8741630 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 137814 members 
Entering Unmasked Estep 
Score: -8748926.000000 Penalty: 3919.074463
	Iteration 12F: 3 clusters Score -8748926 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 144788 members 
Entering Unmasked Estep 
Score: -8754336.000000 Penalty: 3919.074463
	Iteration 13Q: 3 clusters Score -8754336 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 150389 members 
Entering Unmasked Estep 
Score: -8758415.000000 Penalty: 3919.074463
	Iteration 14Q: 3 clusters Score -8758415 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 155233 members 
Entering Unmasked Estep 
Score: -8761776.000000 Penalty: 3919.074463
	Iteration 15Q: 3 clusters Score -8761776 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 159457 members 
Entering Unmasked Estep 
Score: -8764850.000000 Penalty: 3919.074463
	Iteration 16Q: 3 clusters Score -8764850 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 163227 members 
Entering Unmasked Estep 
Score: -8767671.000000 Penalty: 3919.074463
	Iteration 17Q: 3 clusters Score -8767671 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 166326 members 
Entering Unmasked Estep 
Score: -8770130.000000 Penalty: 3919.074463
	Iteration 18Q: 3 clusters Score -8770130 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 168772 members 
Entering Unmasked Estep 
Score: -8771996.000000 Penalty: 3919.074463
	Iteration 19Q: 3 clusters Score -8771996 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 170475 members 
Entering Unmasked Estep 
Score: -8773360.000000 Penalty: 3919.074463
	Iteration 20F: 3 clusters Score -8773360 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 171511 members 
Entering Unmasked Estep 
Score: -8774188.000000 Penalty: 3919.074463
	Iteration 21Q: 3 clusters Score -8774188 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 171997 members 
Entering Unmasked Estep 
Score: -8774600.000000 Penalty: 3919.074463
	Iteration 22Q: 3 clusters Score -8774600 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 172228 members 
Entering Unmasked Estep 
Score: -8774812.000000 Penalty: 3919.074463
	Iteration 23Q: 3 clusters Score -8774812 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 172313 members 
Entering Unmasked Estep 
Score: -8774908.000000 Penalty: 3919.074463
	Iteration 24Q: 3 clusters Score -8774908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 172356 members 
Entering Unmasked Estep 
Score: -8774963.000000 Penalty: 3919.074463
	Iteration 25Q: 3 clusters Score -8774963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172376 members 
Entering Unmasked Estep 
Score: -8774991.000000 Penalty: 3919.074463
	Iteration 26Q: 3 clusters Score -8774991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172391 members 
Entering Unmasked Estep 
Score: -8775016.000000 Penalty: 3919.074463
	Iteration 27Q: 3 clusters Score -8775016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 172405 members 
Entering Unmasked Estep 
Score: -8775043.000000 Penalty: 3919.074463
	Iteration 28Q: 3 clusters Score -8775043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172411 members 
Entering Unmasked Estep 
Score: -8775055.000000 Penalty: 3919.074463
	Iteration 29Q: 3 clusters Score -8775055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172417 members 
Entering Unmasked Estep 
Score: -8775071.000000 Penalty: 3919.074463
	Iteration 30Q: 3 clusters Score -8775071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172419 members 
Entering Unmasked Estep 
Score: -8775060.000000 Penalty: 3919.074463
	Iteration 31Q: 3 clusters Score -8775060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 172418 members 
Entering Unmasked Estep 
Score: -8775063.000000 Penalty: 3919.074463
	Iteration 32Q: 3 clusters Score -8775063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 172418 members 
Entering Unmasked Estep 
Score: -8775063.000000 Penalty: 3919.074463
	Iteration 33F: 3 clusters Score -8775063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Entering Unmasked Estep 
Score: -482350.031250 Penalty: 1495.604248
	Iteration 0F: 2 clusters Score -482350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -475179.437500 Penalty: 2991.208496
	Iteration 0F: 3 clusters Score -475179.4 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -478019.968750 Penalty: 2991.208496
	Iteration 1F: 3 clusters Score -478020 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -479019.343750 Penalty: 2991.208496
	Iteration 2F: 3 clusters Score -479019.3 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -480052.062500 Penalty: 2991.208496
	Iteration 3F: 3 clusters Score -480052.1 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -481073.343750 Penalty: 2991.208496
	Iteration 4F: 3 clusters Score -481073.3 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -481769.531250 Penalty: 2991.208496
	Iteration 5F: 3 clusters Score -481769.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -482136.937500 Penalty: 2991.208496
	Iteration 6Q: 3 clusters Score -482136.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -482318.812500 Penalty: 2991.208496
	Iteration 7Q: 3 clusters Score -482318.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -482402.531250 Penalty: 2991.208496
	Iteration 8Q: 3 clusters Score -482402.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -482460.312500 Penalty: 2991.208496
	Iteration 9Q: 3 clusters Score -482460.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -482499.843750 Penalty: 2991.208496
	Iteration 10Q: 3 clusters Score -482499.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -482520.625000 Penalty: 2991.208496
	Iteration 11Q: 3 clusters Score -482520.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -482526.906250 Penalty: 2991.208496
	Iteration 12Q: 3 clusters Score -482526.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -482537.093750 Penalty: 2991.208496
	Iteration 13Q: 3 clusters Score -482537.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -482545.875000 Penalty: 2991.208496
	Iteration 14Q: 3 clusters Score -482545.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -482552.093750 Penalty: 2991.208496
	Iteration 15Q: 3 clusters Score -482552.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -482559.968750 Penalty: 2991.208496
	Iteration 16Q: 3 clusters Score -482560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -482563.312500 Penalty: 2991.208496
	Iteration 17Q: 3 clusters Score -482563.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -482566.875000 Penalty: 2991.208496
	Iteration 18Q: 3 clusters Score -482566.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -482570.531250 Penalty: 2991.208496
	Iteration 19Q: 3 clusters Score -482570.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -482571.031250 Penalty: 2991.208496
	Iteration 20F: 3 clusters Score -482571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -482573.906250 Penalty: 2991.208496
	Iteration 21Q: 3 clusters Score -482573.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -482575.093750 Penalty: 2991.208496
	Iteration 22Q: 3 clusters Score -482575.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -482578.781250 Penalty: 2991.208496
	Iteration 23Q: 3 clusters Score -482578.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -482579.750000 Penalty: 2991.208496
	Iteration 24Q: 3 clusters Score -482579.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -482582.500000 Penalty: 2991.208496
	Iteration 25Q: 3 clusters Score -482582.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -482584.250000 Penalty: 2991.208496
	Iteration 26Q: 3 clusters Score -482584.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -482589.406250 Penalty: 2991.208496
	Iteration 27Q: 3 clusters Score -482589.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -482594.437500 Penalty: 2991.208496
	Iteration 28Q: 3 clusters Score -482594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -482596.468750 Penalty: 2991.208496
	Iteration 29Q: 3 clusters Score -482596.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -482598.281250 Penalty: 2991.208496
	Iteration 30Q: 3 clusters Score -482598.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -482598.750000 Penalty: 2991.208496
	Iteration 31Q: 3 clusters Score -482598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -482599.593750 Penalty: 2991.208496
	Iteration 32Q: 3 clusters Score -482599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -482600.250000 Penalty: 2991.208496
	Iteration 33Q: 3 clusters Score -482600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -482599.812500 Penalty: 2991.208496
	Iteration 34Q: 3 clusters Score -482599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -482600.187500 Penalty: 2991.208496
	Iteration 35Q: 3 clusters Score -482600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -482600.593750 Penalty: 2991.208496
	Iteration 36Q: 3 clusters Score -482600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -482600.593750 Penalty: 2991.208496
	Iteration 37F: 3 clusters Score -482600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 54957 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 5 contains 10580 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 8 contains 42402 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 12 contains 14329 members 
Mstep: Class 15 contains 51661 members 
Mstep: Class 16 contains 172593 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 8915 members 
Entering Unmasked Estep 
Score: -20846132.000000 Penalty: 27336.611328
Splitting cluster 20 changes total score from -20845150.000000 to -20846132.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 21 (8915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Entering Unmasked Estep 
Score: -481695.812500 Penalty: 1478.017212
	Iteration 0F: 2 clusters Score -481695.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -475200.718750 Penalty: 2956.034424
	Iteration 0F: 3 clusters Score -475200.7 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -477209.937500 Penalty: 2956.034424
	Iteration 1F: 3 clusters Score -477209.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -477433.875000 Penalty: 2956.034424
	Iteration 2F: 3 clusters Score -477433.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -477596.125000 Penalty: 2956.034424
	Iteration 3Q: 3 clusters Score -477596.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -477737.218750 Penalty: 2956.034424
	Iteration 4Q: 3 clusters Score -477737.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -477856.968750 Penalty: 2956.034424
	Iteration 5Q: 3 clusters Score -477857 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -477960.656250 Penalty: 2956.034424
	Iteration 6Q: 3 clusters Score -477960.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -478082.343750 Penalty: 2956.034424
	Iteration 7Q: 3 clusters Score -478082.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -478239.281250 Penalty: 2956.034424
	Iteration 8Q: 3 clusters Score -478239.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -478431.031250 Penalty: 2956.034424
	Iteration 9Q: 3 clusters Score -478431 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -478654.281250 Penalty: 2956.034424
	Iteration 10Q: 3 clusters Score -478654.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -478949.687500 Penalty: 2956.034424
	Iteration 11Q: 3 clusters Score -478949.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -479224.718750 Penalty: 2956.034424
	Iteration 12Q: 3 clusters Score -479224.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -479426.468750 Penalty: 2956.034424
	Iteration 13Q: 3 clusters Score -479426.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -479528.531250 Penalty: 2956.034424
	Iteration 14Q: 3 clusters Score -479528.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -479585.625000 Penalty: 2956.034424
	Iteration 15Q: 3 clusters Score -479585.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -479624.218750 Penalty: 2956.034424
	Iteration 16Q: 3 clusters Score -479624.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -479662.437500 Penalty: 2956.034424
	Iteration 17Q: 3 clusters Score -479662.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -479696.500000 Penalty: 2956.034424
	Iteration 18Q: 3 clusters Score -479696.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -479720.437500 Penalty: 2956.034424
	Iteration 19Q: 3 clusters Score -479720.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -479738.375000 Penalty: 2956.034424
	Iteration 20F: 3 clusters Score -479738.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -479751.593750 Penalty: 2956.034424
	Iteration 21Q: 3 clusters Score -479751.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -479766.812500 Penalty: 2956.034424
	Iteration 22Q: 3 clusters Score -479766.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -479780.375000 Penalty: 2956.034424
	Iteration 23Q: 3 clusters Score -479780.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -479794.031250 Penalty: 2956.034424
	Iteration 24Q: 3 clusters Score -479794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -479801.812500 Penalty: 2956.034424
	Iteration 25Q: 3 clusters Score -479801.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -479807.968750 Penalty: 2956.034424
	Iteration 26Q: 3 clusters Score -479808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -479812.375000 Penalty: 2956.034424
	Iteration 27Q: 3 clusters Score -479812.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -479815.687500 Penalty: 2956.034424
	Iteration 28Q: 3 clusters Score -479815.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -479821.718750 Penalty: 2956.034424
	Iteration 29Q: 3 clusters Score -479821.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -479827.281250 Penalty: 2956.034424
	Iteration 30Q: 3 clusters Score -479827.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -479831.281250 Penalty: 2956.034424
	Iteration 31Q: 3 clusters Score -479831.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -479836.687500 Penalty: 2956.034424
	Iteration 32Q: 3 clusters Score -479836.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -479838.531250 Penalty: 2956.034424
	Iteration 33Q: 3 clusters Score -479838.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -479840.812500 Penalty: 2956.034424
	Iteration 34Q: 3 clusters Score -479840.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -479843.000000 Penalty: 2956.034424
	Iteration 35Q: 3 clusters Score -479843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -479844.187500 Penalty: 2956.034424
	Iteration 36Q: 3 clusters Score -479844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -479845.937500 Penalty: 2956.034424
	Iteration 37Q: 3 clusters Score -479845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -479847.500000 Penalty: 2956.034424
	Iteration 38Q: 3 clusters Score -479847.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -479848.093750 Penalty: 2956.034424
	Iteration 39Q: 3 clusters Score -479848.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -479849.312500 Penalty: 2956.034424
	Iteration 40F: 3 clusters Score -479849.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -479851.500000 Penalty: 2956.034424
	Iteration 41Q: 3 clusters Score -479851.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -479853.531250 Penalty: 2956.034424
	Iteration 42Q: 3 clusters Score -479853.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -479853.843750 Penalty: 2956.034424
	Iteration 43Q: 3 clusters Score -479853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -479854.468750 Penalty: 2956.034424
	Iteration 44Q: 3 clusters Score -479854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -479855.000000 Penalty: 2956.034424
	Iteration 45Q: 3 clusters Score -479855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -479855.250000 Penalty: 2956.034424
	Iteration 46Q: 3 clusters Score -479855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -479854.781250 Penalty: 2956.034424
	Iteration 47Q: 3 clusters Score -479854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -479856.968750 Penalty: 2956.034424
	Iteration 48Q: 3 clusters Score -479857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -479856.937500 Penalty: 2956.034424
	Iteration 49Q: 3 clusters Score -479856.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -479859.000000 Penalty: 2956.034424
	Iteration 50Q: 3 clusters Score -479859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -479857.937500 Penalty: 2956.034424
	Iteration 51Q: 3 clusters Score -479857.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -479858.500000 Penalty: 2956.034424
	Iteration 52Q: 3 clusters Score -479858.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -479861.218750 Penalty: 2956.034424
	Iteration 53Q: 3 clusters Score -479861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -479861.125000 Penalty: 2956.034424
	Iteration 54Q: 3 clusters Score -479861.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -479862.156250 Penalty: 2956.034424
	Iteration 55Q: 3 clusters Score -479862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -479864.250000 Penalty: 2956.034424
	Iteration 56Q: 3 clusters Score -479864.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -479864.375000 Penalty: 2956.034424
	Iteration 57Q: 3 clusters Score -479864.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -479866.031250 Penalty: 2956.034424
	Iteration 58Q: 3 clusters Score -479866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -479866.406250 Penalty: 2956.034424
	Iteration 59Q: 3 clusters Score -479866.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -479866.656250 Penalty: 2956.034424
	Iteration 60F: 3 clusters Score -479866.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -479867.406250 Penalty: 2956.034424
	Iteration 61Q: 3 clusters Score -479867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -479870.093750 Penalty: 2956.034424
	Iteration 62Q: 3 clusters Score -479870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -479870.468750 Penalty: 2956.034424
	Iteration 63Q: 3 clusters Score -479870.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -479870.718750 Penalty: 2956.034424
	Iteration 64Q: 3 clusters Score -479870.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -479871.156250 Penalty: 2956.034424
	Iteration 65Q: 3 clusters Score -479871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -479870.281250 Penalty: 2956.034424
	Iteration 66Q: 3 clusters Score -479870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -479870.406250 Penalty: 2956.034424
	Iteration 67Q: 3 clusters Score -479870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -479871.750000 Penalty: 2956.034424
	Iteration 68Q: 3 clusters Score -479871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -479871.500000 Penalty: 2956.034424
	Iteration 69Q: 3 clusters Score -479871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -479871.531250 Penalty: 2956.034424
	Iteration 70Q: 3 clusters Score -479871.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -479873.750000 Penalty: 2956.034424
	Iteration 71Q: 3 clusters Score -479873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -479873.468750 Penalty: 2956.034424
	Iteration 72Q: 3 clusters Score -479873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -479874.875000 Penalty: 2956.034424
	Iteration 73Q: 3 clusters Score -479874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -479876.406250 Penalty: 2956.034424
	Iteration 74Q: 3 clusters Score -479876.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -479876.031250 Penalty: 2956.034424
	Iteration 75Q: 3 clusters Score -479876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -479877.812500 Penalty: 2956.034424
	Iteration 76Q: 3 clusters Score -479877.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -479878.968750 Penalty: 2956.034424
	Iteration 77Q: 3 clusters Score -479879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -479880.593750 Penalty: 2956.034424
	Iteration 78Q: 3 clusters Score -479880.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -479882.000000 Penalty: 2956.034424
	Iteration 79Q: 3 clusters Score -479882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -479885.281250 Penalty: 2956.034424
	Iteration 80F: 3 clusters Score -479885.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -479887.593750 Penalty: 2956.034424
	Iteration 81Q: 3 clusters Score -479887.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -479891.812500 Penalty: 2956.034424
	Iteration 82Q: 3 clusters Score -479891.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -479893.187500 Penalty: 2956.034424
	Iteration 83Q: 3 clusters Score -479893.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -479896.531250 Penalty: 2956.034424
	Iteration 84Q: 3 clusters Score -479896.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -479898.250000 Penalty: 2956.034424
	Iteration 85Q: 3 clusters Score -479898.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -479901.843750 Penalty: 2956.034424
	Iteration 86Q: 3 clusters Score -479901.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -479905.781250 Penalty: 2956.034424
	Iteration 87Q: 3 clusters Score -479905.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -479909.156250 Penalty: 2956.034424
	Iteration 88Q: 3 clusters Score -479909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -479910.625000 Penalty: 2956.034424
	Iteration 89Q: 3 clusters Score -479910.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -479913.406250 Penalty: 2956.034424
	Iteration 90Q: 3 clusters Score -479913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -479913.968750 Penalty: 2956.034424
	Iteration 91Q: 3 clusters Score -479914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -479914.625000 Penalty: 2956.034424
	Iteration 92Q: 3 clusters Score -479914.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -479916.312500 Penalty: 2956.034424
	Iteration 93Q: 3 clusters Score -479916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -479916.500000 Penalty: 2956.034424
	Iteration 94Q: 3 clusters Score -479916.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -479919.250000 Penalty: 2956.034424
	Iteration 95Q: 3 clusters Score -479919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -479919.750000 Penalty: 2956.034424
	Iteration 96Q: 3 clusters Score -479919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -479921.937500 Penalty: 2956.034424
	Iteration 97Q: 3 clusters Score -479921.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -479925.093750 Penalty: 2956.034424
	Iteration 98Q: 3 clusters Score -479925.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -479926.375000 Penalty: 2956.034424
	Iteration 99Q: 3 clusters Score -479926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -479927.500000 Penalty: 2956.034424
	Iteration 100F: 3 clusters Score -479927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -479929.312500 Penalty: 2956.034424
	Iteration 101Q: 3 clusters Score -479929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -479929.312500 Penalty: 2956.034424
	Iteration 102Q: 3 clusters Score -479929.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -479930.531250 Penalty: 2956.034424
	Iteration 103Q: 3 clusters Score -479930.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -479933.875000 Penalty: 2956.034424
	Iteration 104Q: 3 clusters Score -479933.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -479935.000000 Penalty: 2956.034424
	Iteration 105Q: 3 clusters Score -479935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -479937.343750 Penalty: 2956.034424
	Iteration 106Q: 3 clusters Score -479937.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -479939.718750 Penalty: 2956.034424
	Iteration 107Q: 3 clusters Score -479939.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -479941.500000 Penalty: 2956.034424
	Iteration 108Q: 3 clusters Score -479941.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -479946.250000 Penalty: 2956.034424
	Iteration 109Q: 3 clusters Score -479946.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -479949.593750 Penalty: 2956.034424
	Iteration 110Q: 3 clusters Score -479949.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -479950.093750 Penalty: 2956.034424
	Iteration 111Q: 3 clusters Score -479950.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -479954.406250 Penalty: 2956.034424
	Iteration 112Q: 3 clusters Score -479954.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -479955.593750 Penalty: 2956.034424
	Iteration 113Q: 3 clusters Score -479955.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -479955.937500 Penalty: 2956.034424
	Iteration 114Q: 3 clusters Score -479955.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -479959.437500 Penalty: 2956.034424
	Iteration 115Q: 3 clusters Score -479959.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -479963.531250 Penalty: 2956.034424
	Iteration 116Q: 3 clusters Score -479963.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -479966.875000 Penalty: 2956.034424
	Iteration 117Q: 3 clusters Score -479966.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -479968.156250 Penalty: 2956.034424
	Iteration 118Q: 3 clusters Score -479968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -479970.562500 Penalty: 2956.034424
	Iteration 119Q: 3 clusters Score -479970.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -479973.375000 Penalty: 2956.034424
	Iteration 120F: 3 clusters Score -479973.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -479975.781250 Penalty: 2956.034424
	Iteration 121Q: 3 clusters Score -479975.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -479979.000000 Penalty: 2956.034424
	Iteration 122Q: 3 clusters Score -479979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -479979.437500 Penalty: 2956.034424
	Iteration 123Q: 3 clusters Score -479979.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -479981.000000 Penalty: 2956.034424
	Iteration 124Q: 3 clusters Score -479981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -479984.062500 Penalty: 2956.034424
	Iteration 125Q: 3 clusters Score -479984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -479984.531250 Penalty: 2956.034424
	Iteration 126Q: 3 clusters Score -479984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -479984.187500 Penalty: 2956.034424
	Iteration 127Q: 3 clusters Score -479984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -479984.625000 Penalty: 2956.034424
	Iteration 128Q: 3 clusters Score -479984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -479984.531250 Penalty: 2956.034424
	Iteration 129Q: 3 clusters Score -479984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -479985.062500 Penalty: 2956.034424
	Iteration 130Q: 3 clusters Score -479985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -479985.093750 Penalty: 2956.034424
	Iteration 131Q: 3 clusters Score -479985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -479985.468750 Penalty: 2956.034424
	Iteration 132Q: 3 clusters Score -479985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -479986.562500 Penalty: 2956.034424
	Iteration 133Q: 3 clusters Score -479986.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -479987.281250 Penalty: 2956.034424
	Iteration 134Q: 3 clusters Score -479987.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -479986.906250 Penalty: 2956.034424
	Iteration 135Q: 3 clusters Score -479986.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -479988.500000 Penalty: 2956.034424
	Iteration 136Q: 3 clusters Score -479988.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -479989.093750 Penalty: 2956.034424
	Iteration 137Q: 3 clusters Score -479989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -479990.750000 Penalty: 2956.034424
	Iteration 138Q: 3 clusters Score -479990.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -479991.906250 Penalty: 2956.034424
	Iteration 139Q: 3 clusters Score -479991.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -479993.000000 Penalty: 2956.034424
	Iteration 140F: 3 clusters Score -479993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -479992.531250 Penalty: 2956.034424
	Iteration 141Q: 3 clusters Score -479992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -479994.000000 Penalty: 2956.034424
	Iteration 142Q: 3 clusters Score -479994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -479993.625000 Penalty: 2956.034424
	Iteration 143Q: 3 clusters Score -479993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -479993.718750 Penalty: 2956.034424
	Iteration 144Q: 3 clusters Score -479993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -479994.062500 Penalty: 2956.034424
	Iteration 145Q: 3 clusters Score -479994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -479994.062500 Penalty: 2956.034424
	Iteration 146F: 3 clusters Score -479994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 54957 members 
Mstep: Class 4 contains 24638 members 
Mstep: Class 8 contains 42402 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 12 contains 14329 members 
Mstep: Class 15 contains 51661 members 
Mstep: Class 16 contains 172593 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 8915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848162.000000 Penalty: 27336.611328
Iteration 119Q: 14 clusters Score -2.084816e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 2532 members 
Mstep: Class 3 contains 54946 members 
Mstep: Class 4 contains 24448 members 
Mstep: Class 5 contains 9755 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 8 contains 42415 members 
Mstep: Class 10 contains 2578 members 
Mstep: Class 12 contains 14309 members 
Mstep: Class 15 contains 51630 members 
Mstep: Class 16 contains 173268 members 
Mstep: Class 20 contains 9191 members 
Mstep: Class 21 contains 8817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849542.000000 Penalty: 27336.611328
Iteration 120F: 14 clusters Score -2.084954e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 54872 members 
Mstep: Class 4 contains 24389 members 
Mstep: Class 5 contains 9705 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 8 contains 42341 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 12 contains 14248 members 
Mstep: Class 15 contains 51539 members 
Mstep: Class 16 contains 173561 members 
Mstep: Class 20 contains 9477 members 
Mstep: Class 21 contains 8697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850110.000000 Penalty: 27336.611328
Iteration 121Q: 14 clusters Score -2.085011e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 54807 members 
Mstep: Class 4 contains 24368 members 
Mstep: Class 5 contains 9672 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 8 contains 42230 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 12 contains 14171 members 
Mstep: Class 15 contains 51466 members 
Mstep: Class 16 contains 173914 members 
Mstep: Class 20 contains 9638 members 
Mstep: Class 21 contains 8589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850302.000000 Penalty: 27336.611328
Iteration 122Q: 14 clusters Score -2.08503e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 54732 members 
Mstep: Class 4 contains 24336 members 
Mstep: Class 5 contains 9650 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 8 contains 42130 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 12 contains 14102 members 
Mstep: Class 15 contains 51411 members 
Mstep: Class 16 contains 174297 members 
Mstep: Class 20 contains 9749 members 
Mstep: Class 21 contains 8466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850416.000000 Penalty: 27336.611328
Iteration 123Q: 14 clusters Score -2.085042e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 54673 members 
Mstep: Class 4 contains 24310 members 
Mstep: Class 5 contains 9656 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 8 contains 42036 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 12 contains 14031 members 
Mstep: Class 15 contains 51369 members 
Mstep: Class 16 contains 174631 members 
Mstep: Class 20 contains 9836 members 
Mstep: Class 21 contains 8361 members 
Entering Unmasked Estep 
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Iteration 124Q: 14 clusters Score -2.085052e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 54621 members 
Mstep: Class 4 contains 24298 members 
Mstep: Class 5 contains 9628 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 8 contains 41939 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 15 contains 51326 members 
Mstep: Class 16 contains 174994 members 
Mstep: Class 20 contains 9899 members 
Mstep: Class 21 contains 8274 members 
Entering Unmasked Estep 
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Iteration 125Q: 14 clusters Score -2.085053e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 54592 members 
Mstep: Class 4 contains 24269 members 
Mstep: Class 5 contains 9588 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 8 contains 41840 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 12 contains 13887 members 
Mstep: Class 15 contains 51293 members 
Mstep: Class 16 contains 175362 members 
Mstep: Class 20 contains 9940 members 
Mstep: Class 21 contains 8184 members 
Entering Unmasked Estep 
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Iteration 126Q: 14 clusters Score -2.085056e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 2509 members 
Mstep: Class 3 contains 54570 members 
Mstep: Class 4 contains 24262 members 
Mstep: Class 5 contains 9561 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 8 contains 41749 members 
Mstep: Class 10 contains 2544 members 
Mstep: Class 12 contains 13821 members 
Mstep: Class 15 contains 51265 members 
Mstep: Class 16 contains 175699 members 
Mstep: Class 20 contains 9976 members 
Mstep: Class 21 contains 8085 members 
Entering Unmasked Estep 
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Iteration 127Q: 14 clusters Score -2.085052e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 54546 members 
Mstep: Class 4 contains 24249 members 
Mstep: Class 5 contains 9545 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 8 contains 41666 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 12 contains 13745 members 
Mstep: Class 15 contains 51238 members 
Mstep: Class 16 contains 176027 members 
Mstep: Class 20 contains 10000 members 
Mstep: Class 21 contains 7995 members 
Entering Unmasked Estep 
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Iteration 128Q: 14 clusters Score -2.085056e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54504 members 
Mstep: Class 4 contains 24232 members 
Mstep: Class 5 contains 9535 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 8 contains 41589 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 12 contains 13693 members 
Mstep: Class 15 contains 51211 members 
Mstep: Class 16 contains 176328 members 
Mstep: Class 20 contains 10021 members 
Mstep: Class 21 contains 7927 members 
Entering Unmasked Estep 
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Iteration 129Q: 14 clusters Score -2.085052e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 54464 members 
Mstep: Class 4 contains 24222 members 
Mstep: Class 5 contains 9531 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 8 contains 41508 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 12 contains 13652 members 
Mstep: Class 15 contains 51173 members 
Mstep: Class 16 contains 176605 members 
Mstep: Class 20 contains 10042 members 
Mstep: Class 21 contains 7860 members 
Entering Unmasked Estep 
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Iteration 130Q: 14 clusters Score -2.085055e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 54440 members 
Mstep: Class 4 contains 24213 members 
Mstep: Class 5 contains 9528 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 8 contains 41448 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 12 contains 13600 members 
Mstep: Class 15 contains 51130 members 
Mstep: Class 16 contains 176864 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 7793 members 
Entering Unmasked Estep 
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Iteration 131Q: 14 clusters Score -2.085054e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 54418 members 
Mstep: Class 4 contains 24208 members 
Mstep: Class 5 contains 9523 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 8 contains 41394 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 15 contains 51102 members 
Mstep: Class 16 contains 177091 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 7736 members 
Entering Unmasked Estep 
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Iteration 132Q: 14 clusters Score -2.085052e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 54385 members 
Mstep: Class 4 contains 24201 members 
Mstep: Class 5 contains 9518 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 8 contains 41338 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 15 contains 51073 members 
Mstep: Class 16 contains 177329 members 
Mstep: Class 20 contains 10069 members 
Mstep: Class 21 contains 7679 members 
Entering Unmasked Estep 
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Iteration 133Q: 14 clusters Score -2.085056e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 2503 members 
Mstep: Class 3 contains 54354 members 
Mstep: Class 4 contains 24192 members 
Mstep: Class 5 contains 9511 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 41290 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 12 contains 13454 members 
Mstep: Class 15 contains 51045 members 
Mstep: Class 16 contains 177548 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 7635 members 
Entering Unmasked Estep 
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Iteration 134Q: 14 clusters Score -2.085054e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 2502 members 
Mstep: Class 3 contains 54326 members 
Mstep: Class 4 contains 24182 members 
Mstep: Class 5 contains 9503 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 41250 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 12 contains 13409 members 
Mstep: Class 15 contains 50997 members 
Mstep: Class 16 contains 177779 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 7591 members 
Entering Unmasked Estep 
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Iteration 135Q: 14 clusters Score -2.08505e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 54303 members 
Mstep: Class 4 contains 24170 members 
Mstep: Class 5 contains 9498 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 41203 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 12 contains 13366 members 
Mstep: Class 15 contains 50961 members 
Mstep: Class 16 contains 177987 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 7557 members 
Entering Unmasked Estep 
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Iteration 136Q: 14 clusters Score -2.085046e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 54277 members 
Mstep: Class 4 contains 24164 members 
Mstep: Class 5 contains 9493 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 41154 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 12 contains 13311 members 
Mstep: Class 15 contains 50923 members 
Mstep: Class 16 contains 178217 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 7519 members 
Entering Unmasked Estep 
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Iteration 137Q: 14 clusters Score -2.085046e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 54257 members 
Mstep: Class 4 contains 24154 members 
Mstep: Class 5 contains 9491 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 41104 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 12 contains 13265 members 
Mstep: Class 15 contains 50897 members 
Mstep: Class 16 contains 178419 members 
Mstep: Class 20 contains 10089 members 
Mstep: Class 21 contains 7482 members 
Entering Unmasked Estep 
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Iteration 138Q: 14 clusters Score -2.085049e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 54244 members 
Mstep: Class 4 contains 24144 members 
Mstep: Class 5 contains 9489 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 41061 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 12 contains 13218 members 
Mstep: Class 15 contains 50878 members 
Mstep: Class 16 contains 178599 members 
Mstep: Class 20 contains 10094 members 
Mstep: Class 21 contains 7442 members 
Entering Unmasked Estep 
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Iteration 139Q: 14 clusters Score -2.085053e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 54225 members 
Mstep: Class 4 contains 24130 members 
Mstep: Class 5 contains 9484 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 41029 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 12 contains 13182 members 
Mstep: Class 15 contains 50864 members 
Mstep: Class 16 contains 178764 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 7411 members 
Entering Unmasked Estep 
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Iteration 140F: 14 clusters Score -2.08505e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 54207 members 
Mstep: Class 4 contains 24127 members 
Mstep: Class 5 contains 9477 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 40999 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 12 contains 13151 members 
Mstep: Class 15 contains 50849 members 
Mstep: Class 16 contains 178919 members 
Mstep: Class 20 contains 10107 members 
Mstep: Class 21 contains 7376 members 
Entering Unmasked Estep 
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Iteration 141Q: 14 clusters Score -2.085056e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 54190 members 
Mstep: Class 4 contains 24122 members 
Mstep: Class 5 contains 9472 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 40977 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 12 contains 13124 members 
Mstep: Class 15 contains 50841 members 
Mstep: Class 16 contains 179044 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 7346 members 
Entering Unmasked Estep 
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Iteration 142Q: 14 clusters Score -2.085051e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 54172 members 
Mstep: Class 4 contains 24122 members 
Mstep: Class 5 contains 9462 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 40964 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 12 contains 13103 members 
Mstep: Class 15 contains 50818 members 
Mstep: Class 16 contains 179153 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 7324 members 
Entering Unmasked Estep 
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Iteration 143Q: 14 clusters Score -2.085052e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 54156 members 
Mstep: Class 4 contains 24115 members 
Mstep: Class 5 contains 9454 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 40954 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 12 contains 13072 members 
Mstep: Class 15 contains 50796 members 
Mstep: Class 16 contains 179280 members 
Mstep: Class 20 contains 10118 members 
Mstep: Class 21 contains 7300 members 
Entering Unmasked Estep 
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Iteration 144Q: 14 clusters Score -2.08505e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 54143 members 
Mstep: Class 4 contains 24109 members 
Mstep: Class 5 contains 9451 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 40941 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 12 contains 13044 members 
Mstep: Class 15 contains 50769 members 
Mstep: Class 16 contains 179399 members 
Mstep: Class 20 contains 10124 members 
Mstep: Class 21 contains 7270 members 
Entering Unmasked Estep 
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Iteration 145Q: 14 clusters Score -2.08505e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 54124 members 
Mstep: Class 4 contains 24104 members 
Mstep: Class 5 contains 9450 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 40933 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 12 contains 13010 members 
Mstep: Class 15 contains 50741 members 
Mstep: Class 16 contains 179524 members 
Mstep: Class 20 contains 10127 members 
Mstep: Class 21 contains 7245 members 
Entering Unmasked Estep 
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Iteration 146Q: 14 clusters Score -2.085051e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 54110 members 
Mstep: Class 4 contains 24097 members 
Mstep: Class 5 contains 9450 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 40931 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 12 contains 12975 members 
Mstep: Class 15 contains 50716 members 
Mstep: Class 16 contains 179628 members 
Mstep: Class 20 contains 10131 members 
Mstep: Class 21 contains 7224 members 
Entering Unmasked Estep 
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Iteration 147Q: 14 clusters Score -2.085048e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 54103 members 
Mstep: Class 4 contains 24090 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 8 contains 40926 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 12 contains 12948 members 
Mstep: Class 15 contains 50696 members 
Mstep: Class 16 contains 179706 members 
Mstep: Class 20 contains 10135 members 
Mstep: Class 21 contains 7212 members 
Entering Unmasked Estep 
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Iteration 148Q: 14 clusters Score -2.085048e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 54098 members 
Mstep: Class 4 contains 24086 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 8 contains 40920 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 12 contains 12915 members 
Mstep: Class 15 contains 50684 members 
Mstep: Class 16 contains 179775 members 
Mstep: Class 20 contains 10137 members 
Mstep: Class 21 contains 7202 members 
Entering Unmasked Estep 
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Iteration 149Q: 14 clusters Score -2.085044e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 54091 members 
Mstep: Class 4 contains 24082 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 8 contains 40914 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 12 contains 12888 members 
Mstep: Class 15 contains 50679 members 
Mstep: Class 16 contains 179835 members 
Mstep: Class 20 contains 10139 members 
Mstep: Class 21 contains 7192 members 
Entering Unmasked Estep 
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Iteration 150Q: 14 clusters Score -2.08504e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 54082 members 
Mstep: Class 4 contains 24081 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40911 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 12 contains 12862 members 
Mstep: Class 15 contains 50672 members 
Mstep: Class 16 contains 179901 members 
Mstep: Class 20 contains 10138 members 
Mstep: Class 21 contains 7179 members 
Entering Unmasked Estep 
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Iteration 151Q: 14 clusters Score -2.08504e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54077 members 
Mstep: Class 4 contains 24074 members 
Mstep: Class 5 contains 9445 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40908 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 12 contains 12833 members 
Mstep: Class 15 contains 50670 members 
Mstep: Class 16 contains 179964 members 
Mstep: Class 20 contains 10138 members 
Mstep: Class 21 contains 7166 members 
Entering Unmasked Estep 
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Iteration 152Q: 14 clusters Score -2.08504e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54068 members 
Mstep: Class 4 contains 24066 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40903 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 12 contains 12812 members 
Mstep: Class 15 contains 50664 members 
Mstep: Class 16 contains 180020 members 
Mstep: Class 20 contains 10143 members 
Mstep: Class 21 contains 7157 members 
Entering Unmasked Estep 
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Iteration 153Q: 14 clusters Score -2.085044e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54060 members 
Mstep: Class 4 contains 24058 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40899 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 12 contains 12795 members 
Mstep: Class 15 contains 50656 members 
Mstep: Class 16 contains 180075 members 
Mstep: Class 20 contains 10146 members 
Mstep: Class 21 contains 7149 members 
Entering Unmasked Estep 
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Iteration 154Q: 14 clusters Score -2.085047e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54060 members 
Mstep: Class 4 contains 24050 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40897 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 12 contains 12784 members 
Mstep: Class 15 contains 50650 members 
Mstep: Class 16 contains 180108 members 
Mstep: Class 20 contains 10148 members 
Mstep: Class 21 contains 7144 members 
Entering Unmasked Estep 
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Iteration 155Q: 14 clusters Score -2.085046e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54057 members 
Mstep: Class 4 contains 24046 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40894 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 12 contains 12773 members 
Mstep: Class 15 contains 50641 members 
Mstep: Class 16 contains 180141 members 
Mstep: Class 20 contains 10151 members 
Mstep: Class 21 contains 7141 members 
Entering Unmasked Estep 
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Iteration 156Q: 14 clusters Score -2.085045e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54049 members 
Mstep: Class 4 contains 24040 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40893 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 12 contains 12767 members 
Mstep: Class 15 contains 50633 members 
Mstep: Class 16 contains 180175 members 
Mstep: Class 20 contains 10152 members 
Mstep: Class 21 contains 7137 members 
Entering Unmasked Estep 
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Iteration 157Q: 14 clusters Score -2.085046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54042 members 
Mstep: Class 4 contains 24036 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40887 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 12 contains 12760 members 
Mstep: Class 15 contains 50627 members 
Mstep: Class 16 contains 180207 members 
Mstep: Class 20 contains 10152 members 
Mstep: Class 21 contains 7138 members 
Entering Unmasked Estep 
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Iteration 158Q: 14 clusters Score -2.085044e+07 nChanged 38
Entering ConstructFrom: 
Score: -20850442.000000 Penalty: 27336.611328
Entering ConstructFrom: 
Trying to split cluster 1 (21215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Entering Unmasked Estep 
Score: -1122150.750000 Penalty: 1618.900269
	Iteration 0F: 2 clusters Score -1122151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1107644.500000 Penalty: 3237.800537
	Iteration 0F: 3 clusters Score -1107644 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1112895.125000 Penalty: 3237.800537
	Iteration 1F: 3 clusters Score -1112895 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1113240.875000 Penalty: 3237.800537
	Iteration 2Q: 3 clusters Score -1113241 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1113606.000000 Penalty: 3237.800537
	Iteration 3Q: 3 clusters Score -1113606 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1114053.625000 Penalty: 3237.800537
	Iteration 4Q: 3 clusters Score -1114054 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1114621.375000 Penalty: 3237.800537
	Iteration 5F: 3 clusters Score -1114621 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1115413.500000 Penalty: 3237.800537
	Iteration 6F: 3 clusters Score -1115414 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1116385.750000 Penalty: 3237.800537
	Iteration 7F: 3 clusters Score -1116386 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1117361.875000 Penalty: 3237.800537
	Iteration 8F: 3 clusters Score -1117362 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1118178.625000 Penalty: 3237.800537
	Iteration 9F: 3 clusters Score -1118179 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1118671.875000 Penalty: 3237.800537
	Iteration 10Q: 3 clusters Score -1118672 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1118930.750000 Penalty: 3237.800537
	Iteration 11Q: 3 clusters Score -1118931 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1119069.500000 Penalty: 3237.800537
	Iteration 12Q: 3 clusters Score -1119070 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1119164.125000 Penalty: 3237.800537
	Iteration 13Q: 3 clusters Score -1119164 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1119229.625000 Penalty: 3237.800537
	Iteration 14Q: 3 clusters Score -1119230 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1119294.250000 Penalty: 3237.800537
	Iteration 15Q: 3 clusters Score -1119294 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -1119359.000000 Penalty: 3237.800537
	Iteration 16Q: 3 clusters Score -1119359 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1119421.250000 Penalty: 3237.800537
	Iteration 17Q: 3 clusters Score -1119421 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1119490.500000 Penalty: 3237.800537
	Iteration 18Q: 3 clusters Score -1119490 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -1119577.125000 Penalty: 3237.800537
	Iteration 19Q: 3 clusters Score -1119577 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1119675.500000 Penalty: 3237.800537
	Iteration 20F: 3 clusters Score -1119676 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1119775.500000 Penalty: 3237.800537
	Iteration 21Q: 3 clusters Score -1119776 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -1119880.625000 Penalty: 3237.800537
	Iteration 22Q: 3 clusters Score -1119881 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1119988.875000 Penalty: 3237.800537
	Iteration 23Q: 3 clusters Score -1119989 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1120096.375000 Penalty: 3237.800537
	Iteration 24Q: 3 clusters Score -1120096 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1120183.250000 Penalty: 3237.800537
	Iteration 25Q: 3 clusters Score -1120183 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1120262.750000 Penalty: 3237.800537
	Iteration 26Q: 3 clusters Score -1120263 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1120332.500000 Penalty: 3237.800537
	Iteration 27Q: 3 clusters Score -1120332 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -1120392.500000 Penalty: 3237.800537
	Iteration 28Q: 3 clusters Score -1120392 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -1120439.000000 Penalty: 3237.800537
	Iteration 29Q: 3 clusters Score -1120439 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -1120469.750000 Penalty: 3237.800537
	Iteration 30Q: 3 clusters Score -1120470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1120505.375000 Penalty: 3237.800537
	Iteration 31Q: 3 clusters Score -1120505 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -1120534.500000 Penalty: 3237.800537
	Iteration 32Q: 3 clusters Score -1120534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1120560.000000 Penalty: 3237.800537
	Iteration 33Q: 3 clusters Score -1120560 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -1120584.500000 Penalty: 3237.800537
	Iteration 34Q: 3 clusters Score -1120584 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -1120602.500000 Penalty: 3237.800537
	Iteration 35Q: 3 clusters Score -1120602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -1120620.625000 Penalty: 3237.800537
	Iteration 36Q: 3 clusters Score -1120621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1120637.000000 Penalty: 3237.800537
	Iteration 37Q: 3 clusters Score -1120637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -1120647.000000 Penalty: 3237.800537
	Iteration 38Q: 3 clusters Score -1120647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -1120655.750000 Penalty: 3237.800537
	Iteration 39Q: 3 clusters Score -1120656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1120664.375000 Penalty: 3237.800537
	Iteration 40F: 3 clusters Score -1120664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -1120674.875000 Penalty: 3237.800537
	Iteration 41Q: 3 clusters Score -1120675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -1120687.125000 Penalty: 3237.800537
	Iteration 42Q: 3 clusters Score -1120687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -1120691.375000 Penalty: 3237.800537
	Iteration 43Q: 3 clusters Score -1120691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1120700.250000 Penalty: 3237.800537
	Iteration 44Q: 3 clusters Score -1120700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -1120705.625000 Penalty: 3237.800537
	Iteration 45Q: 3 clusters Score -1120706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -1120706.625000 Penalty: 3237.800537
	Iteration 46Q: 3 clusters Score -1120707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -1120711.375000 Penalty: 3237.800537
	Iteration 47Q: 3 clusters Score -1120711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -1120715.000000 Penalty: 3237.800537
	Iteration 48Q: 3 clusters Score -1120715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -1120720.875000 Penalty: 3237.800537
	Iteration 49Q: 3 clusters Score -1120721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -1120723.250000 Penalty: 3237.800537
	Iteration 50Q: 3 clusters Score -1120723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -1120729.625000 Penalty: 3237.800537
	Iteration 51Q: 3 clusters Score -1120730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -1120732.750000 Penalty: 3237.800537
	Iteration 52Q: 3 clusters Score -1120733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -1120736.375000 Penalty: 3237.800537
	Iteration 53Q: 3 clusters Score -1120736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -1120738.125000 Penalty: 3237.800537
	Iteration 54Q: 3 clusters Score -1120738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -1120741.000000 Penalty: 3237.800537
	Iteration 55Q: 3 clusters Score -1120741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -1120742.000000 Penalty: 3237.800537
	Iteration 56Q: 3 clusters Score -1120742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -1120744.625000 Penalty: 3237.800537
	Iteration 57Q: 3 clusters Score -1120745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1120748.875000 Penalty: 3237.800537
	Iteration 58Q: 3 clusters Score -1120749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -1120753.625000 Penalty: 3237.800537
	Iteration 59Q: 3 clusters Score -1120754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -1120756.750000 Penalty: 3237.800537
	Iteration 60F: 3 clusters Score -1120757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -1120758.250000 Penalty: 3237.800537
	Iteration 61Q: 3 clusters Score -1120758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1120763.375000 Penalty: 3237.800537
	Iteration 62Q: 3 clusters Score -1120763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -1120763.875000 Penalty: 3237.800537
	Iteration 63Q: 3 clusters Score -1120764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -1120764.000000 Penalty: 3237.800537
	Iteration 64Q: 3 clusters Score -1120764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -1120767.000000 Penalty: 3237.800537
	Iteration 65Q: 3 clusters Score -1120767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -1120768.750000 Penalty: 3237.800537
	Iteration 66Q: 3 clusters Score -1120769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -1120768.375000 Penalty: 3237.800537
	Iteration 67Q: 3 clusters Score -1120768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -1120771.875000 Penalty: 3237.800537
	Iteration 68Q: 3 clusters Score -1120772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -1120776.625000 Penalty: 3237.800537
	Iteration 69Q: 3 clusters Score -1120777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -1120782.500000 Penalty: 3237.800537
	Iteration 70Q: 3 clusters Score -1120782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -1120787.375000 Penalty: 3237.800537
	Iteration 71Q: 3 clusters Score -1120787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1120785.250000 Penalty: 3237.800537
	Iteration 72Q: 3 clusters Score -1120785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1120786.750000 Penalty: 3237.800537
	Iteration 73Q: 3 clusters Score -1120787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1120789.875000 Penalty: 3237.800537
	Iteration 74Q: 3 clusters Score -1120790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -1120791.375000 Penalty: 3237.800537
	Iteration 75Q: 3 clusters Score -1120791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1120791.000000 Penalty: 3237.800537
	Iteration 76Q: 3 clusters Score -1120791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -1120794.250000 Penalty: 3237.800537
	Iteration 77Q: 3 clusters Score -1120794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -1120796.375000 Penalty: 3237.800537
	Iteration 78Q: 3 clusters Score -1120796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -1120798.875000 Penalty: 3237.800537
	Iteration 79Q: 3 clusters Score -1120799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1120797.750000 Penalty: 3237.800537
	Iteration 80F: 3 clusters Score -1120798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -1120801.000000 Penalty: 3237.800537
	Iteration 81Q: 3 clusters Score -1120801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -1120801.000000 Penalty: 3237.800537
	Iteration 82Q: 3 clusters Score -1120801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -1120802.250000 Penalty: 3237.800537
	Iteration 83Q: 3 clusters Score -1120802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -1120801.875000 Penalty: 3237.800537
	Iteration 84Q: 3 clusters Score -1120802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1120802.375000 Penalty: 3237.800537
	Iteration 85Q: 3 clusters Score -1120802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -1120804.750000 Penalty: 3237.800537
	Iteration 86Q: 3 clusters Score -1120805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -1120805.875000 Penalty: 3237.800537
	Iteration 87Q: 3 clusters Score -1120806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -1120807.500000 Penalty: 3237.800537
	Iteration 88Q: 3 clusters Score -1120808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -1120806.000000 Penalty: 3237.800537
	Iteration 89Q: 3 clusters Score -1120806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -1120807.125000 Penalty: 3237.800537
	Iteration 90Q: 3 clusters Score -1120807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -1120805.500000 Penalty: 3237.800537
	Iteration 91Q: 3 clusters Score -1120806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -1120805.500000 Penalty: 3237.800537
	Iteration 92F: 3 clusters Score -1120806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -130761.476562 Penalty: 1271.277344
	Iteration 0F: 2 clusters Score -130761.5 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 1251 members 
Entering Unmasked Estep 
Score: -128331.570312 Penalty: 2542.554688
	Iteration 0F: 3 clusters Score -128331.6 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -128880.937500 Penalty: 2542.554688
	Iteration 1F: 3 clusters Score -128880.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129036.835938 Penalty: 2542.554688
	Iteration 2F: 3 clusters Score -129036.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -129111.968750 Penalty: 2542.554688
	Iteration 3F: 3 clusters Score -129112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -129164.789062 Penalty: 2542.554688
	Iteration 4Q: 3 clusters Score -129164.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -129200.273438 Penalty: 2542.554688
	Iteration 5Q: 3 clusters Score -129200.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -129230.898438 Penalty: 2542.554688
	Iteration 6Q: 3 clusters Score -129230.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -129262.125000 Penalty: 2542.554688
	Iteration 7Q: 3 clusters Score -129262.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -129282.960938 Penalty: 2542.554688
	Iteration 8Q: 3 clusters Score -129283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -129301.289062 Penalty: 2542.554688
	Iteration 9Q: 3 clusters Score -129301.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -129322.000000 Penalty: 2542.554688
	Iteration 10Q: 3 clusters Score -129322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -129340.054688 Penalty: 2542.554688
	Iteration 11Q: 3 clusters Score -129340.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -129357.570312 Penalty: 2542.554688
	Iteration 12Q: 3 clusters Score -129357.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -129375.640625 Penalty: 2542.554688
	Iteration 13Q: 3 clusters Score -129375.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -129403.835938 Penalty: 2542.554688
	Iteration 14Q: 3 clusters Score -129403.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -129424.367188 Penalty: 2542.554688
	Iteration 15Q: 3 clusters Score -129424.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -129436.523438 Penalty: 2542.554688
	Iteration 16Q: 3 clusters Score -129436.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -129444.921875 Penalty: 2542.554688
	Iteration 17Q: 3 clusters Score -129444.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -129454.601562 Penalty: 2542.554688
	Iteration 18Q: 3 clusters Score -129454.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -129463.945312 Penalty: 2542.554688
	Iteration 19Q: 3 clusters Score -129463.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -129470.445312 Penalty: 2542.554688
	Iteration 20F: 3 clusters Score -129470.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -129476.273438 Penalty: 2542.554688
	Iteration 21Q: 3 clusters Score -129476.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -129483.734375 Penalty: 2542.554688
	Iteration 22Q: 3 clusters Score -129483.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -129488.234375 Penalty: 2542.554688
	Iteration 23Q: 3 clusters Score -129488.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -129491.867188 Penalty: 2542.554688
	Iteration 24Q: 3 clusters Score -129491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -129496.429688 Penalty: 2542.554688
	Iteration 25Q: 3 clusters Score -129496.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -129503.664062 Penalty: 2542.554688
	Iteration 26Q: 3 clusters Score -129503.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -129510.234375 Penalty: 2542.554688
	Iteration 27Q: 3 clusters Score -129510.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -129518.476562 Penalty: 2542.554688
	Iteration 28Q: 3 clusters Score -129518.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -129525.242188 Penalty: 2542.554688
	Iteration 29Q: 3 clusters Score -129525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -129529.023438 Penalty: 2542.554688
	Iteration 30Q: 3 clusters Score -129529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -129531.335938 Penalty: 2542.554688
	Iteration 31Q: 3 clusters Score -129531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -129533.851562 Penalty: 2542.554688
	Iteration 32Q: 3 clusters Score -129533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -129536.664062 Penalty: 2542.554688
	Iteration 33Q: 3 clusters Score -129536.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -129538.765625 Penalty: 2542.554688
	Iteration 34Q: 3 clusters Score -129538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -129540.507812 Penalty: 2542.554688
	Iteration 35Q: 3 clusters Score -129540.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -129543.789062 Penalty: 2542.554688
	Iteration 36Q: 3 clusters Score -129543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -129546.914062 Penalty: 2542.554688
	Iteration 37Q: 3 clusters Score -129546.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -129550.867188 Penalty: 2542.554688
	Iteration 38Q: 3 clusters Score -129550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -129553.539062 Penalty: 2542.554688
	Iteration 39Q: 3 clusters Score -129553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -129555.015625 Penalty: 2542.554688
	Iteration 40F: 3 clusters Score -129555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -129557.132812 Penalty: 2542.554688
	Iteration 41Q: 3 clusters Score -129557.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -129560.289062 Penalty: 2542.554688
	Iteration 42Q: 3 clusters Score -129560.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -129565.148438 Penalty: 2542.554688
	Iteration 43Q: 3 clusters Score -129565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -129569.265625 Penalty: 2542.554688
	Iteration 44Q: 3 clusters Score -129569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -129571.625000 Penalty: 2542.554688
	Iteration 45Q: 3 clusters Score -129571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -129573.039062 Penalty: 2542.554688
	Iteration 46Q: 3 clusters Score -129573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -129574.757812 Penalty: 2542.554688
	Iteration 47Q: 3 clusters Score -129574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -129576.945312 Penalty: 2542.554688
	Iteration 48Q: 3 clusters Score -129576.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -129580.343750 Penalty: 2542.554688
	Iteration 49Q: 3 clusters Score -129580.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -129582.742188 Penalty: 2542.554688
	Iteration 50Q: 3 clusters Score -129582.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -129585.171875 Penalty: 2542.554688
	Iteration 51Q: 3 clusters Score -129585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -129587.593750 Penalty: 2542.554688
	Iteration 52Q: 3 clusters Score -129587.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -129591.484375 Penalty: 2542.554688
	Iteration 53Q: 3 clusters Score -129591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -129595.226562 Penalty: 2542.554688
	Iteration 54Q: 3 clusters Score -129595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -129599.234375 Penalty: 2542.554688
	Iteration 55Q: 3 clusters Score -129599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -129600.421875 Penalty: 2542.554688
	Iteration 56Q: 3 clusters Score -129600.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -129602.242188 Penalty: 2542.554688
	Iteration 57Q: 3 clusters Score -129602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -129604.398438 Penalty: 2542.554688
	Iteration 58Q: 3 clusters Score -129604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -129606.468750 Penalty: 2542.554688
	Iteration 59Q: 3 clusters Score -129606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -129607.414062 Penalty: 2542.554688
	Iteration 60F: 3 clusters Score -129607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -129608.914062 Penalty: 2542.554688
	Iteration 61Q: 3 clusters Score -129608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -129611.945312 Penalty: 2542.554688
	Iteration 62Q: 3 clusters Score -129611.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -129617.406250 Penalty: 2542.554688
	Iteration 63Q: 3 clusters Score -129617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -129623.851562 Penalty: 2542.554688
	Iteration 64Q: 3 clusters Score -129623.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -129627.875000 Penalty: 2542.554688
	Iteration 65Q: 3 clusters Score -129627.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -129631.367188 Penalty: 2542.554688
	Iteration 66Q: 3 clusters Score -129631.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -129634.234375 Penalty: 2542.554688
	Iteration 67Q: 3 clusters Score -129634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -129636.734375 Penalty: 2542.554688
	Iteration 68Q: 3 clusters Score -129636.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -129640.906250 Penalty: 2542.554688
	Iteration 69Q: 3 clusters Score -129640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -129643.593750 Penalty: 2542.554688
	Iteration 70Q: 3 clusters Score -129643.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -129646.570312 Penalty: 2542.554688
	Iteration 71Q: 3 clusters Score -129646.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -129650.304688 Penalty: 2542.554688
	Iteration 72Q: 3 clusters Score -129650.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -129654.281250 Penalty: 2542.554688
	Iteration 73Q: 3 clusters Score -129654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -129656.148438 Penalty: 2542.554688
	Iteration 74Q: 3 clusters Score -129656.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -129657.851562 Penalty: 2542.554688
	Iteration 75Q: 3 clusters Score -129657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -129660.289062 Penalty: 2542.554688
	Iteration 76Q: 3 clusters Score -129660.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -129661.195312 Penalty: 2542.554688
	Iteration 77Q: 3 clusters Score -129661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -129662.953125 Penalty: 2542.554688
	Iteration 78Q: 3 clusters Score -129663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -129663.914062 Penalty: 2542.554688
	Iteration 79Q: 3 clusters Score -129663.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -129664.687500 Penalty: 2542.554688
	Iteration 80F: 3 clusters Score -129664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -129666.351562 Penalty: 2542.554688
	Iteration 81Q: 3 clusters Score -129666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -129667.023438 Penalty: 2542.554688
	Iteration 82Q: 3 clusters Score -129667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -129667.023438 Penalty: 2542.554688
	Iteration 83F: 3 clusters Score -129667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Entering Unmasked Estep 
Score: -2843089.500000 Penalty: 1770.819458
	Iteration 0F: 2 clusters Score -2843090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -2806799.250000 Penalty: 3541.638916
	Iteration 0F: 3 clusters Score -2806799 nChanged 25559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -2821569.000000 Penalty: 3541.638916
	Iteration 1F: 3 clusters Score -2821569 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -2822086.500000 Penalty: 3541.638916
	Iteration 2Q: 3 clusters Score -2822086 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -2822592.500000 Penalty: 3541.638916
	Iteration 3Q: 3 clusters Score -2822592 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2823167.500000 Penalty: 3541.638916
	Iteration 4Q: 3 clusters Score -2823168 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -2823798.000000 Penalty: 3541.638916
	Iteration 5Q: 3 clusters Score -2823798 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2824662.750000 Penalty: 3541.638916
	Iteration 6Q: 3 clusters Score -2824663 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2825861.750000 Penalty: 3541.638916
	Iteration 7Q: 3 clusters Score -2825862 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2827465.000000 Penalty: 3541.638916
	Iteration 8F: 3 clusters Score -2827465 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2829535.750000 Penalty: 3541.638916
	Iteration 9F: 3 clusters Score -2829536 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2831726.500000 Penalty: 3541.638916
	Iteration 10F: 3 clusters Score -2831726 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2833378.250000 Penalty: 3541.638916
	Iteration 11F: 3 clusters Score -2833378 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2834307.750000 Penalty: 3541.638916
	Iteration 12Q: 3 clusters Score -2834308 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2834827.000000 Penalty: 3541.638916
	Iteration 13Q: 3 clusters Score -2834827 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2835146.500000 Penalty: 3541.638916
	Iteration 14Q: 3 clusters Score -2835146 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2835482.750000 Penalty: 3541.638916
	Iteration 15Q: 3 clusters Score -2835483 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2835883.500000 Penalty: 3541.638916
	Iteration 16Q: 3 clusters Score -2835884 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2836293.750000 Penalty: 3541.638916
	Iteration 17Q: 3 clusters Score -2836294 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2836693.500000 Penalty: 3541.638916
	Iteration 18Q: 3 clusters Score -2836694 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2837079.500000 Penalty: 3541.638916
	Iteration 19Q: 3 clusters Score -2837080 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2837421.250000 Penalty: 3541.638916
	Iteration 20F: 3 clusters Score -2837421 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2837699.500000 Penalty: 3541.638916
	Iteration 21Q: 3 clusters Score -2837700 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2837988.000000 Penalty: 3541.638916
	Iteration 22Q: 3 clusters Score -2837988 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2838272.750000 Penalty: 3541.638916
	Iteration 23Q: 3 clusters Score -2838273 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2838561.000000 Penalty: 3541.638916
	Iteration 24Q: 3 clusters Score -2838561 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2838833.250000 Penalty: 3541.638916
	Iteration 25Q: 3 clusters Score -2838833 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2839099.750000 Penalty: 3541.638916
	Iteration 26Q: 3 clusters Score -2839100 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2839351.250000 Penalty: 3541.638916
	Iteration 27Q: 3 clusters Score -2839351 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2839556.250000 Penalty: 3541.638916
	Iteration 28Q: 3 clusters Score -2839556 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2839813.000000 Penalty: 3541.638916
	Iteration 29Q: 3 clusters Score -2839813 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2840078.500000 Penalty: 3541.638916
	Iteration 30Q: 3 clusters Score -2840078 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2840336.500000 Penalty: 3541.638916
	Iteration 31Q: 3 clusters Score -2840336 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2840590.250000 Penalty: 3541.638916
	Iteration 32Q: 3 clusters Score -2840590 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2840836.750000 Penalty: 3541.638916
	Iteration 33Q: 3 clusters Score -2840837 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2841042.500000 Penalty: 3541.638916
	Iteration 34Q: 3 clusters Score -2841042 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2841205.750000 Penalty: 3541.638916
	Iteration 35Q: 3 clusters Score -2841206 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2841346.750000 Penalty: 3541.638916
	Iteration 36Q: 3 clusters Score -2841347 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2841449.500000 Penalty: 3541.638916
	Iteration 37Q: 3 clusters Score -2841450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2841525.500000 Penalty: 3541.638916
	Iteration 38Q: 3 clusters Score -2841526 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2841582.750000 Penalty: 3541.638916
	Iteration 39Q: 3 clusters Score -2841583 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2841639.750000 Penalty: 3541.638916
	Iteration 40F: 3 clusters Score -2841640 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2841670.000000 Penalty: 3541.638916
	Iteration 41Q: 3 clusters Score -2841670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2841690.000000 Penalty: 3541.638916
	Iteration 42Q: 3 clusters Score -2841690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2841711.000000 Penalty: 3541.638916
	Iteration 43Q: 3 clusters Score -2841711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2841735.250000 Penalty: 3541.638916
	Iteration 44Q: 3 clusters Score -2841735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2841751.000000 Penalty: 3541.638916
	Iteration 45Q: 3 clusters Score -2841751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2841766.750000 Penalty: 3541.638916
	Iteration 46Q: 3 clusters Score -2841767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2841784.000000 Penalty: 3541.638916
	Iteration 47Q: 3 clusters Score -2841784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2841791.250000 Penalty: 3541.638916
	Iteration 48Q: 3 clusters Score -2841791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2841802.000000 Penalty: 3541.638916
	Iteration 49Q: 3 clusters Score -2841802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2841811.000000 Penalty: 3541.638916
	Iteration 50Q: 3 clusters Score -2841811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2841821.250000 Penalty: 3541.638916
	Iteration 51Q: 3 clusters Score -2841821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2841823.000000 Penalty: 3541.638916
	Iteration 52Q: 3 clusters Score -2841823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2841821.500000 Penalty: 3541.638916
	Iteration 53Q: 3 clusters Score -2841822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2841828.000000 Penalty: 3541.638916
	Iteration 54Q: 3 clusters Score -2841828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2841829.500000 Penalty: 3541.638916
	Iteration 55Q: 3 clusters Score -2841830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2841829.750000 Penalty: 3541.638916
	Iteration 56Q: 3 clusters Score -2841830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2841833.500000 Penalty: 3541.638916
	Iteration 57Q: 3 clusters Score -2841834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2841831.000000 Penalty: 3541.638916
	Iteration 58Q: 3 clusters Score -2841831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2841830.000000 Penalty: 3541.638916
	Iteration 59Q: 3 clusters Score -2841830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2841830.000000 Penalty: 3541.638916
	Iteration 60F: 3 clusters Score -2841830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Entering Unmasked Estep 
Score: -1263707.750000 Penalty: 1639.153809
	Iteration 0F: 2 clusters Score -1263708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1247381.500000 Penalty: 3278.307617
	Iteration 0F: 3 clusters Score -1247382 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1253645.125000 Penalty: 3278.307617
	Iteration 1F: 3 clusters Score -1253645 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1254352.625000 Penalty: 3278.307617
	Iteration 2F: 3 clusters Score -1254353 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1255171.750000 Penalty: 3278.307617
	Iteration 3F: 3 clusters Score -1255172 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1256023.500000 Penalty: 3278.307617
	Iteration 4F: 3 clusters Score -1256024 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1257059.625000 Penalty: 3278.307617
	Iteration 5F: 3 clusters Score -1257060 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1258437.750000 Penalty: 3278.307617
	Iteration 6F: 3 clusters Score -1258438 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1259903.125000 Penalty: 3278.307617
	Iteration 7F: 3 clusters Score -1259903 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1261210.250000 Penalty: 3278.307617
	Iteration 8F: 3 clusters Score -1261210 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1262157.750000 Penalty: 3278.307617
	Iteration 9Q: 3 clusters Score -1262158 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1262700.125000 Penalty: 3278.307617
	Iteration 10Q: 3 clusters Score -1262700 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1263004.500000 Penalty: 3278.307617
	Iteration 11Q: 3 clusters Score -1263004 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1263213.000000 Penalty: 3278.307617
	Iteration 12Q: 3 clusters Score -1263213 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1263344.375000 Penalty: 3278.307617
	Iteration 13Q: 3 clusters Score -1263344 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1263418.625000 Penalty: 3278.307617
	Iteration 14Q: 3 clusters Score -1263419 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1263468.875000 Penalty: 3278.307617
	Iteration 15Q: 3 clusters Score -1263469 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1263517.000000 Penalty: 3278.307617
	Iteration 16Q: 3 clusters Score -1263517 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1263555.500000 Penalty: 3278.307617
	Iteration 17Q: 3 clusters Score -1263556 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1263582.125000 Penalty: 3278.307617
	Iteration 18Q: 3 clusters Score -1263582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1263602.625000 Penalty: 3278.307617
	Iteration 19Q: 3 clusters Score -1263603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1263628.125000 Penalty: 3278.307617
	Iteration 20F: 3 clusters Score -1263628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1263655.375000 Penalty: 3278.307617
	Iteration 21Q: 3 clusters Score -1263655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1263671.000000 Penalty: 3278.307617
	Iteration 22Q: 3 clusters Score -1263671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1263679.250000 Penalty: 3278.307617
	Iteration 23Q: 3 clusters Score -1263679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1263681.250000 Penalty: 3278.307617
	Iteration 24Q: 3 clusters Score -1263681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1263684.875000 Penalty: 3278.307617
	Iteration 25Q: 3 clusters Score -1263685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1263690.875000 Penalty: 3278.307617
	Iteration 26Q: 3 clusters Score -1263691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1263689.375000 Penalty: 3278.307617
	Iteration 27Q: 3 clusters Score -1263689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1263692.125000 Penalty: 3278.307617
	Iteration 28Q: 3 clusters Score -1263692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1263694.750000 Penalty: 3278.307617
	Iteration 29Q: 3 clusters Score -1263695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1263697.000000 Penalty: 3278.307617
	Iteration 30Q: 3 clusters Score -1263697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1263695.375000 Penalty: 3278.307617
	Iteration 31Q: 3 clusters Score -1263695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1263695.375000 Penalty: 3278.307617
	Iteration 32F: 3 clusters Score -1263695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Entering Unmasked Estep 
Score: -504089.812500 Penalty: 1487.350098
	Iteration 0F: 2 clusters Score -504089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -497306.062500 Penalty: 2974.700195
	Iteration 0F: 3 clusters Score -497306.1 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -499413.468750 Penalty: 2974.700195
	Iteration 1F: 3 clusters Score -499413.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -499696.468750 Penalty: 2974.700195
	Iteration 2F: 3 clusters Score -499696.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -499985.875000 Penalty: 2974.700195
	Iteration 3F: 3 clusters Score -499985.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -500304.656250 Penalty: 2974.700195
	Iteration 4F: 3 clusters Score -500304.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -500663.718750 Penalty: 2974.700195
	Iteration 5F: 3 clusters Score -500663.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -501050.156250 Penalty: 2974.700195
	Iteration 6F: 3 clusters Score -501050.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -501483.718750 Penalty: 2974.700195
	Iteration 7F: 3 clusters Score -501483.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -501942.875000 Penalty: 2974.700195
	Iteration 8F: 3 clusters Score -501942.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -502288.000000 Penalty: 2974.700195
	Iteration 9Q: 3 clusters Score -502288 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -502535.031250 Penalty: 2974.700195
	Iteration 10Q: 3 clusters Score -502535 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -502723.562500 Penalty: 2974.700195
	Iteration 11Q: 3 clusters Score -502723.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -502872.875000 Penalty: 2974.700195
	Iteration 12Q: 3 clusters Score -502872.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -502959.625000 Penalty: 2974.700195
	Iteration 13Q: 3 clusters Score -502959.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -502999.343750 Penalty: 2974.700195
	Iteration 14Q: 3 clusters Score -502999.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -503023.968750 Penalty: 2974.700195
	Iteration 15Q: 3 clusters Score -503024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -503040.781250 Penalty: 2974.700195
	Iteration 16Q: 3 clusters Score -503040.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -503053.437500 Penalty: 2974.700195
	Iteration 17Q: 3 clusters Score -503053.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -503061.906250 Penalty: 2974.700195
	Iteration 18Q: 3 clusters Score -503061.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -503065.687500 Penalty: 2974.700195
	Iteration 19Q: 3 clusters Score -503065.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -503068.656250 Penalty: 2974.700195
	Iteration 20F: 3 clusters Score -503068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -503069.687500 Penalty: 2974.700195
	Iteration 21Q: 3 clusters Score -503069.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -503069.468750 Penalty: 2974.700195
	Iteration 22Q: 3 clusters Score -503069.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -503069.468750 Penalty: 2974.700195
	Iteration 23F: 3 clusters Score -503069.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -62092.726562 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -62092.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -60433.898438 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -60433.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -60688.777344 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -60688.78 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -60763.941406 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -60763.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -60805.082031 Penalty: 2333.275146
	Iteration 3Q: 3 clusters Score -60805.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -60832.761719 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -60832.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -60860.683594 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -60860.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -60878.179688 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -60878.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -60892.921875 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -60892.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -60903.445312 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -60903.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -60918.714844 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -60918.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -60938.589844 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -60938.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -60958.488281 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -60958.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -60989.695312 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -60989.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -61019.578125 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -61019.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61040.550781 Penalty: 2333.275146
	Iteration 14Q: 3 clusters Score -61040.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61066.980469 Penalty: 2333.275146
	Iteration 15Q: 3 clusters Score -61066.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -61094.093750 Penalty: 2333.275146
	Iteration 16Q: 3 clusters Score -61094.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -61123.511719 Penalty: 2333.275146
	Iteration 17Q: 3 clusters Score -61123.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -61156.113281 Penalty: 2333.275146
	Iteration 18Q: 3 clusters Score -61156.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61184.382812 Penalty: 2333.275146
	Iteration 19Q: 3 clusters Score -61184.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -61207.003906 Penalty: 2333.275146
	Iteration 20F: 3 clusters Score -61207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -61224.039062 Penalty: 2333.275146
	Iteration 21Q: 3 clusters Score -61224.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61237.820312 Penalty: 2333.275146
	Iteration 22Q: 3 clusters Score -61237.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61249.093750 Penalty: 2333.275146
	Iteration 23Q: 3 clusters Score -61249.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61254.066406 Penalty: 2333.275146
	Iteration 24Q: 3 clusters Score -61254.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61257.593750 Penalty: 2333.275146
	Iteration 25Q: 3 clusters Score -61257.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61259.628906 Penalty: 2333.275146
	Iteration 26Q: 3 clusters Score -61259.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61260.695312 Penalty: 2333.275146
	Iteration 27Q: 3 clusters Score -61260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61262.476562 Penalty: 2333.275146
	Iteration 28Q: 3 clusters Score -61262.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61265.164062 Penalty: 2333.275146
	Iteration 29Q: 3 clusters Score -61265.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61266.515625 Penalty: 2333.275146
	Iteration 30Q: 3 clusters Score -61266.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61269.335938 Penalty: 2333.275146
	Iteration 31Q: 3 clusters Score -61269.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61273.484375 Penalty: 2333.275146
	Iteration 32Q: 3 clusters Score -61273.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61275.937500 Penalty: 2333.275146
	Iteration 33Q: 3 clusters Score -61275.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61276.917969 Penalty: 2333.275146
	Iteration 34Q: 3 clusters Score -61276.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61276.917969 Penalty: 2333.275146
	Iteration 35F: 3 clusters Score -61276.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Entering Unmasked Estep 
Score: -2174426.500000 Penalty: 1725.497437
	Iteration 0F: 2 clusters Score -2174426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2147116.000000 Penalty: 3450.994873
	Iteration 0F: 3 clusters Score -2147116 nChanged 18965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2157617.500000 Penalty: 3450.994873
	Iteration 1F: 3 clusters Score -2157618 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2157983.000000 Penalty: 3450.994873
	Iteration 2Q: 3 clusters Score -2157983 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2158442.750000 Penalty: 3450.994873
	Iteration 3Q: 3 clusters Score -2158443 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2159098.250000 Penalty: 3450.994873
	Iteration 4Q: 3 clusters Score -2159098 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -2160176.750000 Penalty: 3450.994873
	Iteration 5F: 3 clusters Score -2160177 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -2161892.000000 Penalty: 3450.994873
	Iteration 6F: 3 clusters Score -2161892 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -2164525.500000 Penalty: 3450.994873
	Iteration 7F: 3 clusters Score -2164526 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -2167752.500000 Penalty: 3450.994873
	Iteration 8F: 3 clusters Score -2167752 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -2170517.500000 Penalty: 3450.994873
	Iteration 9F: 3 clusters Score -2170518 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -2172047.500000 Penalty: 3450.994873
	Iteration 10Q: 3 clusters Score -2172048 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -2172595.750000 Penalty: 3450.994873
	Iteration 11Q: 3 clusters Score -2172596 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -2172765.500000 Penalty: 3450.994873
	Iteration 12Q: 3 clusters Score -2172766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -2172820.250000 Penalty: 3450.994873
	Iteration 13Q: 3 clusters Score -2172820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -2172855.000000 Penalty: 3450.994873
	Iteration 14Q: 3 clusters Score -2172855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -2172873.000000 Penalty: 3450.994873
	Iteration 15Q: 3 clusters Score -2172873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -2172884.750000 Penalty: 3450.994873
	Iteration 16Q: 3 clusters Score -2172885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -2172885.750000 Penalty: 3450.994873
	Iteration 17Q: 3 clusters Score -2172886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -2172886.000000 Penalty: 3450.994873
	Iteration 18Q: 3 clusters Score -2172886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -2172890.500000 Penalty: 3450.994873
	Iteration 19Q: 3 clusters Score -2172890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -2172890.500000 Penalty: 3450.994873
	Iteration 20F: 3 clusters Score -2172890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -129867.406250 Penalty: 1271.472412
	Iteration 0F: 2 clusters Score -129867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -127444.687500 Penalty: 2542.944824
	Iteration 0F: 3 clusters Score -127444.7 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -127996.164062 Penalty: 2542.944824
	Iteration 1F: 3 clusters Score -127996.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -128113.265625 Penalty: 2542.944824
	Iteration 2F: 3 clusters Score -128113.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -128195.054688 Penalty: 2542.944824
	Iteration 3F: 3 clusters Score -128195.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -128245.562500 Penalty: 2542.944824
	Iteration 4Q: 3 clusters Score -128245.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -128287.882812 Penalty: 2542.944824
	Iteration 5Q: 3 clusters Score -128287.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -128319.320312 Penalty: 2542.944824
	Iteration 6Q: 3 clusters Score -128319.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -128348.640625 Penalty: 2542.944824
	Iteration 7Q: 3 clusters Score -128348.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -128369.554688 Penalty: 2542.944824
	Iteration 8Q: 3 clusters Score -128369.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -128387.109375 Penalty: 2542.944824
	Iteration 9Q: 3 clusters Score -128387.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -128404.242188 Penalty: 2542.944824
	Iteration 10Q: 3 clusters Score -128404.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -128422.937500 Penalty: 2542.944824
	Iteration 11Q: 3 clusters Score -128422.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -128443.390625 Penalty: 2542.944824
	Iteration 12Q: 3 clusters Score -128443.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -128466.054688 Penalty: 2542.944824
	Iteration 13Q: 3 clusters Score -128466.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -128481.796875 Penalty: 2542.944824
	Iteration 14Q: 3 clusters Score -128481.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -128496.570312 Penalty: 2542.944824
	Iteration 15Q: 3 clusters Score -128496.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -128508.445312 Penalty: 2542.944824
	Iteration 16Q: 3 clusters Score -128508.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -128517.828125 Penalty: 2542.944824
	Iteration 17Q: 3 clusters Score -128517.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -128525.242188 Penalty: 2542.944824
	Iteration 18Q: 3 clusters Score -128525.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -128532.492188 Penalty: 2542.944824
	Iteration 19Q: 3 clusters Score -128532.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -128539.539062 Penalty: 2542.944824
	Iteration 20F: 3 clusters Score -128539.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -128550.585938 Penalty: 2542.944824
	Iteration 21Q: 3 clusters Score -128550.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -128559.179688 Penalty: 2542.944824
	Iteration 22Q: 3 clusters Score -128559.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -128570.117188 Penalty: 2542.944824
	Iteration 23Q: 3 clusters Score -128570.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -128576.101562 Penalty: 2542.944824
	Iteration 24Q: 3 clusters Score -128576.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -128583.453125 Penalty: 2542.944824
	Iteration 25Q: 3 clusters Score -128583.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -128589.960938 Penalty: 2542.944824
	Iteration 26Q: 3 clusters Score -128590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -128597.039062 Penalty: 2542.944824
	Iteration 27Q: 3 clusters Score -128597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -128605.476562 Penalty: 2542.944824
	Iteration 28Q: 3 clusters Score -128605.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -128612.234375 Penalty: 2542.944824
	Iteration 29Q: 3 clusters Score -128612.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -128618.203125 Penalty: 2542.944824
	Iteration 30Q: 3 clusters Score -128618.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -128621.398438 Penalty: 2542.944824
	Iteration 31Q: 3 clusters Score -128621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -128624.335938 Penalty: 2542.944824
	Iteration 32Q: 3 clusters Score -128624.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -128627.890625 Penalty: 2542.944824
	Iteration 33Q: 3 clusters Score -128627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -128631.000000 Penalty: 2542.944824
	Iteration 34Q: 3 clusters Score -128631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -128633.710938 Penalty: 2542.944824
	Iteration 35Q: 3 clusters Score -128633.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -128636.992188 Penalty: 2542.944824
	Iteration 36Q: 3 clusters Score -128637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -128639.195312 Penalty: 2542.944824
	Iteration 37Q: 3 clusters Score -128639.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -128644.007812 Penalty: 2542.944824
	Iteration 38Q: 3 clusters Score -128644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -128647.906250 Penalty: 2542.944824
	Iteration 39Q: 3 clusters Score -128647.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -128651.039062 Penalty: 2542.944824
	Iteration 40F: 3 clusters Score -128651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -128652.257812 Penalty: 2542.944824
	Iteration 41Q: 3 clusters Score -128652.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -128653.656250 Penalty: 2542.944824
	Iteration 42Q: 3 clusters Score -128653.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -128657.914062 Penalty: 2542.944824
	Iteration 43Q: 3 clusters Score -128657.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -128662.468750 Penalty: 2542.944824
	Iteration 44Q: 3 clusters Score -128662.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -128667.531250 Penalty: 2542.944824
	Iteration 45Q: 3 clusters Score -128667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -128674.078125 Penalty: 2542.944824
	Iteration 46Q: 3 clusters Score -128674.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -128681.976562 Penalty: 2542.944824
	Iteration 47Q: 3 clusters Score -128682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -128688.078125 Penalty: 2542.944824
	Iteration 48Q: 3 clusters Score -128688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -128690.617188 Penalty: 2542.944824
	Iteration 49Q: 3 clusters Score -128690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -128693.695312 Penalty: 2542.944824
	Iteration 50Q: 3 clusters Score -128693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -128695.039062 Penalty: 2542.944824
	Iteration 51Q: 3 clusters Score -128695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -128700.406250 Penalty: 2542.944824
	Iteration 52Q: 3 clusters Score -128700.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -128705.171875 Penalty: 2542.944824
	Iteration 53Q: 3 clusters Score -128705.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -128714.421875 Penalty: 2542.944824
	Iteration 54Q: 3 clusters Score -128714.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -128718.898438 Penalty: 2542.944824
	Iteration 55Q: 3 clusters Score -128718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -128725.609375 Penalty: 2542.944824
	Iteration 56Q: 3 clusters Score -128725.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -128727.671875 Penalty: 2542.944824
	Iteration 57Q: 3 clusters Score -128727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -128730.007812 Penalty: 2542.944824
	Iteration 58Q: 3 clusters Score -128730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -128731.195312 Penalty: 2542.944824
	Iteration 59Q: 3 clusters Score -128731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -128731.828125 Penalty: 2542.944824
	Iteration 60F: 3 clusters Score -128731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -128732.273438 Penalty: 2542.944824
	Iteration 61Q: 3 clusters Score -128732.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -128732.898438 Penalty: 2542.944824
	Iteration 62Q: 3 clusters Score -128732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -128732.898438 Penalty: 2542.944824
	Iteration 63F: 3 clusters Score -128732.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Entering Unmasked Estep 
Score: -679179.250000 Penalty: 1536.171875
	Iteration 0F: 2 clusters Score -679179.2 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 6449 members 
Entering Unmasked Estep 
Score: -670245.312500 Penalty: 3072.343750
	Iteration 0F: 3 clusters Score -670245.3 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -673257.750000 Penalty: 3072.343750
	Iteration 1F: 3 clusters Score -673257.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -673539.562500 Penalty: 3072.343750
	Iteration 2F: 3 clusters Score -673539.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -673774.937500 Penalty: 3072.343750
	Iteration 3Q: 3 clusters Score -673774.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -674005.500000 Penalty: 3072.343750
	Iteration 4Q: 3 clusters Score -674005.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -674287.750000 Penalty: 3072.343750
	Iteration 5Q: 3 clusters Score -674287.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -674658.062500 Penalty: 3072.343750
	Iteration 6F: 3 clusters Score -674658.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -675086.625000 Penalty: 3072.343750
	Iteration 7F: 3 clusters Score -675086.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -675586.562500 Penalty: 3072.343750
	Iteration 8F: 3 clusters Score -675586.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -676092.000000 Penalty: 3072.343750
	Iteration 9F: 3 clusters Score -676092 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -676490.875000 Penalty: 3072.343750
	Iteration 10Q: 3 clusters Score -676490.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -676791.250000 Penalty: 3072.343750
	Iteration 11Q: 3 clusters Score -676791.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -677044.125000 Penalty: 3072.343750
	Iteration 12Q: 3 clusters Score -677044.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -677243.125000 Penalty: 3072.343750
	Iteration 13Q: 3 clusters Score -677243.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -677397.562500 Penalty: 3072.343750
	Iteration 14Q: 3 clusters Score -677397.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -677501.687500 Penalty: 3072.343750
	Iteration 15Q: 3 clusters Score -677501.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -677572.312500 Penalty: 3072.343750
	Iteration 16Q: 3 clusters Score -677572.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -677620.437500 Penalty: 3072.343750
	Iteration 17Q: 3 clusters Score -677620.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -677677.500000 Penalty: 3072.343750
	Iteration 18Q: 3 clusters Score -677677.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -677722.500000 Penalty: 3072.343750
	Iteration 19Q: 3 clusters Score -677722.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -677767.875000 Penalty: 3072.343750
	Iteration 20F: 3 clusters Score -677767.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -677788.500000 Penalty: 3072.343750
	Iteration 21Q: 3 clusters Score -677788.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -677810.250000 Penalty: 3072.343750
	Iteration 22Q: 3 clusters Score -677810.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -677822.187500 Penalty: 3072.343750
	Iteration 23Q: 3 clusters Score -677822.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -677833.562500 Penalty: 3072.343750
	Iteration 24Q: 3 clusters Score -677833.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -677838.125000 Penalty: 3072.343750
	Iteration 25Q: 3 clusters Score -677838.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -677844.375000 Penalty: 3072.343750
	Iteration 26Q: 3 clusters Score -677844.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -677849.625000 Penalty: 3072.343750
	Iteration 27Q: 3 clusters Score -677849.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -677851.875000 Penalty: 3072.343750
	Iteration 28Q: 3 clusters Score -677851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -677855.187500 Penalty: 3072.343750
	Iteration 29Q: 3 clusters Score -677855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -677858.250000 Penalty: 3072.343750
	Iteration 30Q: 3 clusters Score -677858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -677862.375000 Penalty: 3072.343750
	Iteration 31Q: 3 clusters Score -677862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -677864.125000 Penalty: 3072.343750
	Iteration 32Q: 3 clusters Score -677864.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -677870.812500 Penalty: 3072.343750
	Iteration 33Q: 3 clusters Score -677870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -677873.687500 Penalty: 3072.343750
	Iteration 34Q: 3 clusters Score -677873.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -677876.250000 Penalty: 3072.343750
	Iteration 35Q: 3 clusters Score -677876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -677878.437500 Penalty: 3072.343750
	Iteration 36Q: 3 clusters Score -677878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -677880.437500 Penalty: 3072.343750
	Iteration 37Q: 3 clusters Score -677880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -677880.312500 Penalty: 3072.343750
	Iteration 38Q: 3 clusters Score -677880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -677880.875000 Penalty: 3072.343750
	Iteration 39Q: 3 clusters Score -677880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -677881.437500 Penalty: 3072.343750
	Iteration 40F: 3 clusters Score -677881.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Entering Unmasked Estep 
Score: -2672214.250000 Penalty: 1760.219849
	Iteration 0F: 2 clusters Score -2672214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -2638296.750000 Penalty: 3520.439697
	Iteration 0F: 3 clusters Score -2638297 nChanged 23710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -2651640.250000 Penalty: 3520.439697
	Iteration 1F: 3 clusters Score -2651640 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -2651954.000000 Penalty: 3520.439697
	Iteration 2Q: 3 clusters Score -2651954 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -2652259.500000 Penalty: 3520.439697
	Iteration 3Q: 3 clusters Score -2652260 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -2652560.750000 Penalty: 3520.439697
	Iteration 4Q: 3 clusters Score -2652561 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -2652831.500000 Penalty: 3520.439697
	Iteration 5Q: 3 clusters Score -2652832 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -2653145.750000 Penalty: 3520.439697
	Iteration 6Q: 3 clusters Score -2653146 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -2653487.500000 Penalty: 3520.439697
	Iteration 7Q: 3 clusters Score -2653488 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -2653929.750000 Penalty: 3520.439697
	Iteration 8Q: 3 clusters Score -2653930 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -2654581.250000 Penalty: 3520.439697
	Iteration 9Q: 3 clusters Score -2654581 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -2655561.250000 Penalty: 3520.439697
	Iteration 10Q: 3 clusters Score -2655561 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -2657063.000000 Penalty: 3520.439697
	Iteration 11Q: 3 clusters Score -2657063 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -2659200.250000 Penalty: 3520.439697
	Iteration 12F: 3 clusters Score -2659200 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -2661684.500000 Penalty: 3520.439697
	Iteration 13F: 3 clusters Score -2661684 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -2663889.000000 Penalty: 3520.439697
	Iteration 14F: 3 clusters Score -2663889 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -2665560.500000 Penalty: 3520.439697
	Iteration 15Q: 3 clusters Score -2665560 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -2666713.000000 Penalty: 3520.439697
	Iteration 16Q: 3 clusters Score -2666713 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -2667570.250000 Penalty: 3520.439697
	Iteration 17Q: 3 clusters Score -2667570 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -2668311.000000 Penalty: 3520.439697
	Iteration 18Q: 3 clusters Score -2668311 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -2668901.750000 Penalty: 3520.439697
	Iteration 19Q: 3 clusters Score -2668902 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -2669337.750000 Penalty: 3520.439697
	Iteration 20F: 3 clusters Score -2669338 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -2669645.750000 Penalty: 3520.439697
	Iteration 21Q: 3 clusters Score -2669646 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -2669919.250000 Penalty: 3520.439697
	Iteration 22Q: 3 clusters Score -2669919 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -2670148.250000 Penalty: 3520.439697
	Iteration 23Q: 3 clusters Score -2670148 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -2670327.750000 Penalty: 3520.439697
	Iteration 24Q: 3 clusters Score -2670328 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -2670456.750000 Penalty: 3520.439697
	Iteration 25Q: 3 clusters Score -2670457 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -2670555.500000 Penalty: 3520.439697
	Iteration 26Q: 3 clusters Score -2670556 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -2670646.500000 Penalty: 3520.439697
	Iteration 27Q: 3 clusters Score -2670646 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -2670709.750000 Penalty: 3520.439697
	Iteration 28Q: 3 clusters Score -2670710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -2670745.000000 Penalty: 3520.439697
	Iteration 29Q: 3 clusters Score -2670745 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -2670773.500000 Penalty: 3520.439697
	Iteration 30Q: 3 clusters Score -2670774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -2670796.000000 Penalty: 3520.439697
	Iteration 31Q: 3 clusters Score -2670796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -2670813.250000 Penalty: 3520.439697
	Iteration 32Q: 3 clusters Score -2670813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -2670820.250000 Penalty: 3520.439697
	Iteration 33Q: 3 clusters Score -2670820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -2670833.500000 Penalty: 3520.439697
	Iteration 34Q: 3 clusters Score -2670834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -2670846.500000 Penalty: 3520.439697
	Iteration 35Q: 3 clusters Score -2670846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -2670850.250000 Penalty: 3520.439697
	Iteration 36Q: 3 clusters Score -2670850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -2670853.250000 Penalty: 3520.439697
	Iteration 37Q: 3 clusters Score -2670853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -2670860.250000 Penalty: 3520.439697
	Iteration 38Q: 3 clusters Score -2670860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -2670864.000000 Penalty: 3520.439697
	Iteration 39Q: 3 clusters Score -2670864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -2670863.000000 Penalty: 3520.439697
	Iteration 40F: 3 clusters Score -2670863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -2670865.000000 Penalty: 3520.439697
	Iteration 41Q: 3 clusters Score -2670865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -2670871.750000 Penalty: 3520.439697
	Iteration 42Q: 3 clusters Score -2670872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -2670874.750000 Penalty: 3520.439697
	Iteration 43Q: 3 clusters Score -2670875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -2670877.750000 Penalty: 3520.439697
	Iteration 44Q: 3 clusters Score -2670878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -2670878.250000 Penalty: 3520.439697
	Iteration 45Q: 3 clusters Score -2670878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -2670877.250000 Penalty: 3520.439697
	Iteration 46Q: 3 clusters Score -2670877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -2670879.250000 Penalty: 3520.439697
	Iteration 47Q: 3 clusters Score -2670879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -2670880.000000 Penalty: 3520.439697
	Iteration 48Q: 3 clusters Score -2670880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -2670880.000000 Penalty: 3520.439697
	Iteration 49F: 3 clusters Score -2670880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180243 members 
Entering Unmasked Estep 
Score: -9160024.000000 Penalty: 1966.584961
	Iteration 0F: 2 clusters Score -9160024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -9038576.000000 Penalty: 3933.169922
	Iteration 0F: 3 clusters Score -9038576 nChanged 87346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -9089714.000000 Penalty: 3933.169922
	Iteration 1F: 3 clusters Score -9089714 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92957 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -9090617.000000 Penalty: 3933.169922
	Iteration 2Q: 3 clusters Score -9090617 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -9091540.000000 Penalty: 3933.169922
	Iteration 3Q: 3 clusters Score -9091540 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97662 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -9092670.000000 Penalty: 3933.169922
	Iteration 4Q: 3 clusters Score -9092670 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -9094403.000000 Penalty: 3933.169922
	Iteration 5Q: 3 clusters Score -9094403 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -9097169.000000 Penalty: 3933.169922
	Iteration 6Q: 3 clusters Score -9097169 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -9101976.000000 Penalty: 3933.169922
	Iteration 7F: 3 clusters Score -9101976 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127887 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -9110139.000000 Penalty: 3933.169922
	Iteration 8F: 3 clusters Score -9110139 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141800 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -9122288.000000 Penalty: 3933.169922
	Iteration 9F: 3 clusters Score -9122288 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155601 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -9135173.000000 Penalty: 3933.169922
	Iteration 10F: 3 clusters Score -9135173 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166311 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -9145570.000000 Penalty: 3933.169922
	Iteration 11F: 3 clusters Score -9145570 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173246 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -9152113.000000 Penalty: 3933.169922
	Iteration 12Q: 3 clusters Score -9152113 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177055 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9155625.000000 Penalty: 3933.169922
	Iteration 13Q: 3 clusters Score -9155625 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178876 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9157271.000000 Penalty: 3933.169922
	Iteration 14Q: 3 clusters Score -9157271 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179576 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9157853.000000 Penalty: 3933.169922
	Iteration 15Q: 3 clusters Score -9157853 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179850 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9158109.000000 Penalty: 3933.169922
	Iteration 16Q: 3 clusters Score -9158109 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179956 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9158208.000000 Penalty: 3933.169922
	Iteration 17Q: 3 clusters Score -9158208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179994 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9158255.000000 Penalty: 3933.169922
	Iteration 18Q: 3 clusters Score -9158255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180011 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9158286.000000 Penalty: 3933.169922
	Iteration 19Q: 3 clusters Score -9158286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180025 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9158305.000000 Penalty: 3933.169922
	Iteration 20F: 3 clusters Score -9158305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180035 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9158335.000000 Penalty: 3933.169922
	Iteration 21Q: 3 clusters Score -9158335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180036 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9158343.000000 Penalty: 3933.169922
	Iteration 22Q: 3 clusters Score -9158343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180042 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9158347.000000 Penalty: 3933.169922
	Iteration 23Q: 3 clusters Score -9158347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180042 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9158351.000000 Penalty: 3933.169922
	Iteration 24Q: 3 clusters Score -9158351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180039 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9158356.000000 Penalty: 3933.169922
	Iteration 25Q: 3 clusters Score -9158356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180039 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9158356.000000 Penalty: 3933.169922
	Iteration 26F: 3 clusters Score -9158356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Entering Unmasked Estep 
Score: -503082.125000 Penalty: 1499.131714
	Iteration 0F: 2 clusters Score -503082.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -495822.531250 Penalty: 2998.263428
	Iteration 0F: 3 clusters Score -495822.5 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -498110.062500 Penalty: 2998.263428
	Iteration 1F: 3 clusters Score -498110.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -498369.062500 Penalty: 2998.263428
	Iteration 2F: 3 clusters Score -498369.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -498587.562500 Penalty: 2998.263428
	Iteration 3F: 3 clusters Score -498587.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -498777.656250 Penalty: 2998.263428
	Iteration 4Q: 3 clusters Score -498777.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -498951.000000 Penalty: 2998.263428
	Iteration 5Q: 3 clusters Score -498951 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -499136.031250 Penalty: 2998.263428
	Iteration 6Q: 3 clusters Score -499136 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -499336.500000 Penalty: 2998.263428
	Iteration 7Q: 3 clusters Score -499336.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -499555.312500 Penalty: 2998.263428
	Iteration 8Q: 3 clusters Score -499555.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -499823.375000 Penalty: 2998.263428
	Iteration 9Q: 3 clusters Score -499823.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -500122.625000 Penalty: 2998.263428
	Iteration 10Q: 3 clusters Score -500122.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -500446.218750 Penalty: 2998.263428
	Iteration 11Q: 3 clusters Score -500446.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -500727.218750 Penalty: 2998.263428
	Iteration 12Q: 3 clusters Score -500727.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -500997.562500 Penalty: 2998.263428
	Iteration 13Q: 3 clusters Score -500997.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -501228.875000 Penalty: 2998.263428
	Iteration 14Q: 3 clusters Score -501228.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -501423.343750 Penalty: 2998.263428
	Iteration 15Q: 3 clusters Score -501423.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -501567.656250 Penalty: 2998.263428
	Iteration 16Q: 3 clusters Score -501567.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -501647.875000 Penalty: 2998.263428
	Iteration 17Q: 3 clusters Score -501647.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -501702.593750 Penalty: 2998.263428
	Iteration 18Q: 3 clusters Score -501702.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -501740.062500 Penalty: 2998.263428
	Iteration 19Q: 3 clusters Score -501740.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -501791.937500 Penalty: 2998.263428
	Iteration 20F: 3 clusters Score -501791.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -501823.156250 Penalty: 2998.263428
	Iteration 21Q: 3 clusters Score -501823.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -501835.375000 Penalty: 2998.263428
	Iteration 22Q: 3 clusters Score -501835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -501841.000000 Penalty: 2998.263428
	Iteration 23Q: 3 clusters Score -501841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -501844.187500 Penalty: 2998.263428
	Iteration 24Q: 3 clusters Score -501844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -501846.343750 Penalty: 2998.263428
	Iteration 25Q: 3 clusters Score -501846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -501849.000000 Penalty: 2998.263428
	Iteration 26Q: 3 clusters Score -501849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -501851.375000 Penalty: 2998.263428
	Iteration 27Q: 3 clusters Score -501851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -501852.937500 Penalty: 2998.263428
	Iteration 28Q: 3 clusters Score -501852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -501852.937500 Penalty: 2998.263428
	Iteration 29Q: 3 clusters Score -501852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -501853.562500 Penalty: 2998.263428
	Iteration 30Q: 3 clusters Score -501853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -501853.562500 Penalty: 2998.263428
	Iteration 31F: 3 clusters Score -501853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Entering Unmasked Estep 
Score: -387944.375000 Penalty: 1441.870239
	Iteration 0F: 2 clusters Score -387944.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -382563.781250 Penalty: 2883.740479
	Iteration 0F: 3 clusters Score -382563.8 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -384151.406250 Penalty: 2883.740479
	Iteration 1F: 3 clusters Score -384151.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -384361.593750 Penalty: 2883.740479
	Iteration 2F: 3 clusters Score -384361.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -384534.375000 Penalty: 2883.740479
	Iteration 3F: 3 clusters Score -384534.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -384698.781250 Penalty: 2883.740479
	Iteration 4Q: 3 clusters Score -384698.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -384866.562500 Penalty: 2883.740479
	Iteration 5Q: 3 clusters Score -384866.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -385043.750000 Penalty: 2883.740479
	Iteration 6Q: 3 clusters Score -385043.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -385233.718750 Penalty: 2883.740479
	Iteration 7Q: 3 clusters Score -385233.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -385453.687500 Penalty: 2883.740479
	Iteration 8Q: 3 clusters Score -385453.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -385681.156250 Penalty: 2883.740479
	Iteration 9Q: 3 clusters Score -385681.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -385926.781250 Penalty: 2883.740479
	Iteration 10Q: 3 clusters Score -385926.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -386121.656250 Penalty: 2883.740479
	Iteration 11Q: 3 clusters Score -386121.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -386287.062500 Penalty: 2883.740479
	Iteration 12Q: 3 clusters Score -386287.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -386400.406250 Penalty: 2883.740479
	Iteration 13Q: 3 clusters Score -386400.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -386483.625000 Penalty: 2883.740479
	Iteration 14Q: 3 clusters Score -386483.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -386539.625000 Penalty: 2883.740479
	Iteration 15Q: 3 clusters Score -386539.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -386580.656250 Penalty: 2883.740479
	Iteration 16Q: 3 clusters Score -386580.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -386615.625000 Penalty: 2883.740479
	Iteration 17Q: 3 clusters Score -386615.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -386640.968750 Penalty: 2883.740479
	Iteration 18Q: 3 clusters Score -386641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -386666.468750 Penalty: 2883.740479
	Iteration 19Q: 3 clusters Score -386666.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -386683.312500 Penalty: 2883.740479
	Iteration 20F: 3 clusters Score -386683.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -386695.187500 Penalty: 2883.740479
	Iteration 21Q: 3 clusters Score -386695.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -386705.218750 Penalty: 2883.740479
	Iteration 22Q: 3 clusters Score -386705.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -386715.187500 Penalty: 2883.740479
	Iteration 23Q: 3 clusters Score -386715.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -386720.343750 Penalty: 2883.740479
	Iteration 24Q: 3 clusters Score -386720.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -386726.031250 Penalty: 2883.740479
	Iteration 25Q: 3 clusters Score -386726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -386729.062500 Penalty: 2883.740479
	Iteration 26Q: 3 clusters Score -386729.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -386733.750000 Penalty: 2883.740479
	Iteration 27Q: 3 clusters Score -386733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -386737.937500 Penalty: 2883.740479
	Iteration 28Q: 3 clusters Score -386737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -386741.312500 Penalty: 2883.740479
	Iteration 29Q: 3 clusters Score -386741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -386744.531250 Penalty: 2883.740479
	Iteration 30Q: 3 clusters Score -386744.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -386746.500000 Penalty: 2883.740479
	Iteration 31Q: 3 clusters Score -386746.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -386748.531250 Penalty: 2883.740479
	Iteration 32Q: 3 clusters Score -386748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -386749.375000 Penalty: 2883.740479
	Iteration 33Q: 3 clusters Score -386749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -386751.593750 Penalty: 2883.740479
	Iteration 34Q: 3 clusters Score -386751.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -386755.500000 Penalty: 2883.740479
	Iteration 35Q: 3 clusters Score -386755.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -386756.062500 Penalty: 2883.740479
	Iteration 36Q: 3 clusters Score -386756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -386758.281250 Penalty: 2883.740479
	Iteration 37Q: 3 clusters Score -386758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -386759.437500 Penalty: 2883.740479
	Iteration 38Q: 3 clusters Score -386759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -386759.812500 Penalty: 2883.740479
	Iteration 39Q: 3 clusters Score -386759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -386759.812500 Penalty: 2883.740479
	Iteration 40F: 3 clusters Score -386759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54033 members 
Mstep: Class 4 contains 24031 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40882 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 12 contains 12751 members 
Mstep: Class 15 contains 50621 members 
Mstep: Class 16 contains 180243 members 
Mstep: Class 20 contains 10152 members 
Mstep: Class 21 contains 7137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850448.000000 Penalty: 27336.611328
Iteration 159Q: 14 clusters Score -2.085045e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54019 members 
Mstep: Class 4 contains 24027 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40879 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 12 contains 12744 members 
Mstep: Class 15 contains 50616 members 
Mstep: Class 16 contains 180279 members 
Mstep: Class 20 contains 10152 members 
Mstep: Class 21 contains 7135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850452.000000 Penalty: 27336.611328
Iteration 160F: 14 clusters Score -2.085045e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54013 members 
Mstep: Class 4 contains 24025 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40877 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 15 contains 50609 members 
Mstep: Class 16 contains 180312 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 7133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850400.000000 Penalty: 27336.611328
Iteration 161Q: 14 clusters Score -2.08504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54009 members 
Mstep: Class 4 contains 24024 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40874 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 12 contains 12732 members 
Mstep: Class 15 contains 50602 members 
Mstep: Class 16 contains 180329 members 
Mstep: Class 20 contains 10155 members 
Mstep: Class 21 contains 7131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850412.000000 Penalty: 27336.611328
Iteration 162Q: 14 clusters Score -2.085041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54005 members 
Mstep: Class 4 contains 24021 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40869 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 15 contains 50599 members 
Mstep: Class 16 contains 180349 members 
Mstep: Class 20 contains 10156 members 
Mstep: Class 21 contains 7131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850410.000000 Penalty: 27336.611328
Iteration 163Q: 14 clusters Score -2.085041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 54002 members 
Mstep: Class 4 contains 24019 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40866 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 12 contains 12726 members 
Mstep: Class 15 contains 50597 members 
Mstep: Class 16 contains 180367 members 
Mstep: Class 20 contains 10157 members 
Mstep: Class 21 contains 7129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850424.000000 Penalty: 27336.611328
Iteration 164Q: 14 clusters Score -2.085042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53999 members 
Mstep: Class 4 contains 24017 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40862 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 12 contains 12719 members 
Mstep: Class 15 contains 50592 members 
Mstep: Class 16 contains 180386 members 
Mstep: Class 20 contains 10158 members 
Mstep: Class 21 contains 7127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850444.000000 Penalty: 27336.611328
Iteration 165Q: 14 clusters Score -2.085044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 53996 members 
Mstep: Class 4 contains 24014 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40859 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12711 members 
Mstep: Class 15 contains 50590 members 
Mstep: Class 16 contains 180402 members 
Mstep: Class 20 contains 10160 members 
Mstep: Class 21 contains 7127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850408.000000 Penalty: 27336.611328
Iteration 166Q: 14 clusters Score -2.085041e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53991 members 
Mstep: Class 4 contains 24012 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40856 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 15 contains 50589 members 
Mstep: Class 16 contains 180421 members 
Mstep: Class 20 contains 10162 members 
Mstep: Class 21 contains 7124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850402.000000 Penalty: 27336.611328
Iteration 167Q: 14 clusters Score -2.08504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53986 members 
Mstep: Class 4 contains 24012 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40852 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12703 members 
Mstep: Class 15 contains 50588 members 
Mstep: Class 16 contains 180437 members 
Mstep: Class 20 contains 10163 members 
Mstep: Class 21 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850420.000000 Penalty: 27336.611328
Iteration 168Q: 14 clusters Score -2.085042e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53984 members 
Mstep: Class 4 contains 24012 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40847 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12697 members 
Mstep: Class 15 contains 50585 members 
Mstep: Class 16 contains 180454 members 
Mstep: Class 20 contains 10165 members 
Mstep: Class 21 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850426.000000 Penalty: 27336.611328
Iteration 169Q: 14 clusters Score -2.085043e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53979 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40838 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12692 members 
Mstep: Class 15 contains 50580 members 
Mstep: Class 16 contains 180483 members 
Mstep: Class 20 contains 10166 members 
Mstep: Class 21 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850396.000000 Penalty: 27336.611328
Iteration 170Q: 14 clusters Score -2.08504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53976 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40829 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12689 members 
Mstep: Class 15 contains 50583 members 
Mstep: Class 16 contains 180493 members 
Mstep: Class 20 contains 10169 members 
Mstep: Class 21 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850414.000000 Penalty: 27336.611328
Iteration 171Q: 14 clusters Score -2.085041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53975 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40825 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12684 members 
Mstep: Class 15 contains 50583 members 
Mstep: Class 16 contains 180501 members 
Mstep: Class 20 contains 10171 members 
Mstep: Class 21 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850448.000000 Penalty: 27336.611328
Iteration 172Q: 14 clusters Score -2.085045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53974 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40822 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12679 members 
Mstep: Class 15 contains 50583 members 
Mstep: Class 16 contains 180510 members 
Mstep: Class 20 contains 10172 members 
Mstep: Class 21 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850448.000000 Penalty: 27336.611328
Iteration 173Q: 14 clusters Score -2.085045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53974 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40822 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12675 members 
Mstep: Class 15 contains 50583 members 
Mstep: Class 16 contains 180516 members 
Mstep: Class 20 contains 10173 members 
Mstep: Class 21 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850448.000000 Penalty: 27336.611328
Iteration 174Q: 14 clusters Score -2.085045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53975 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12669 members 
Mstep: Class 15 contains 50583 members 
Mstep: Class 16 contains 180528 members 
Mstep: Class 20 contains 10174 members 
Mstep: Class 21 contains 7112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850442.000000 Penalty: 27336.611328
Iteration 175Q: 14 clusters Score -2.085044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53975 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12662 members 
Mstep: Class 15 contains 50583 members 
Mstep: Class 16 contains 180540 members 
Mstep: Class 20 contains 10174 members 
Mstep: Class 21 contains 7108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850444.000000 Penalty: 27336.611328
Iteration 176Q: 14 clusters Score -2.085044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53975 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40822 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12654 members 
Mstep: Class 15 contains 50582 members 
Mstep: Class 16 contains 180551 members 
Mstep: Class 20 contains 10175 members 
Mstep: Class 21 contains 7104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850454.000000 Penalty: 27336.611328
Iteration 177Q: 14 clusters Score -2.085045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 53974 members 
Mstep: Class 4 contains 24009 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12649 members 
Mstep: Class 15 contains 50581 members 
Mstep: Class 16 contains 180558 members 
Mstep: Class 20 contains 10178 members 
Mstep: Class 21 contains 7103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850446.000000 Penalty: 27336.611328
Iteration 178Q: 14 clusters Score -2.085045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53974 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12644 members 
Mstep: Class 15 contains 50580 members 
Mstep: Class 16 contains 180564 members 
Mstep: Class 20 contains 10181 members 
Mstep: Class 21 contains 7102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850442.000000 Penalty: 27336.611328
Iteration 179Q: 14 clusters Score -2.085044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53974 members 
Mstep: Class 4 contains 24007 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12642 members 
Mstep: Class 15 contains 50579 members 
Mstep: Class 16 contains 180569 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850446.000000 Penalty: 27336.611328
Iteration 180F: 14 clusters Score -2.085045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53974 members 
Mstep: Class 4 contains 24005 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40822 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12640 members 
Mstep: Class 15 contains 50576 members 
Mstep: Class 16 contains 180576 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850444.000000 Penalty: 27336.611328
Iteration 181Q: 14 clusters Score -2.085044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53972 members 
Mstep: Class 4 contains 24003 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40823 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12637 members 
Mstep: Class 15 contains 50575 members 
Mstep: Class 16 contains 180586 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850442.000000 Penalty: 27336.611328
Iteration 182Q: 14 clusters Score -2.085044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53971 members 
Mstep: Class 4 contains 24001 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40822 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 15 contains 50573 members 
Mstep: Class 16 contains 180598 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850448.000000 Penalty: 27336.611328
Iteration 183Q: 14 clusters Score -2.085045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53971 members 
Mstep: Class 4 contains 24000 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 15 contains 50572 members 
Mstep: Class 16 contains 180603 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850450.000000 Penalty: 27336.611328
Iteration 184Q: 14 clusters Score -2.085045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53971 members 
Mstep: Class 4 contains 23999 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 15 contains 50571 members 
Mstep: Class 16 contains 180609 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850436.000000 Penalty: 27336.611328
Iteration 185Q: 14 clusters Score -2.085044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53971 members 
Mstep: Class 4 contains 23998 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 15 contains 50569 members 
Mstep: Class 16 contains 180613 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850442.000000 Penalty: 27336.611328
Iteration 186Q: 14 clusters Score -2.085044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53971 members 
Mstep: Class 4 contains 23997 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 15 contains 50569 members 
Mstep: Class 16 contains 180615 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850434.000000 Penalty: 27336.611328
Iteration 187Q: 14 clusters Score -2.085043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53971 members 
Mstep: Class 4 contains 23997 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 15 contains 50568 members 
Mstep: Class 16 contains 180618 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850448.000000 Penalty: 27336.611328
Iteration 188Q: 14 clusters Score -2.085045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53971 members 
Mstep: Class 4 contains 23996 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 15 contains 50566 members 
Mstep: Class 16 contains 180622 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850446.000000 Penalty: 27336.611328
Iteration 189Q: 14 clusters Score -2.085045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53971 members 
Mstep: Class 4 contains 23995 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 15 contains 50565 members 
Mstep: Class 16 contains 180625 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850446.000000 Penalty: 27336.611328
Iteration 190Q: 14 clusters Score -2.085045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53971 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 15 contains 50562 members 
Mstep: Class 16 contains 180631 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 7078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850444.000000 Penalty: 27336.611328
Iteration 191Q: 14 clusters Score -2.085044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53971 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 15 contains 50559 members 
Mstep: Class 16 contains 180639 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 7074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850456.000000 Penalty: 27336.611328
Iteration 192Q: 14 clusters Score -2.085046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53971 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40819 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 15 contains 50557 members 
Mstep: Class 16 contains 180644 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 7072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850460.000000 Penalty: 27336.611328
Iteration 193Q: 14 clusters Score -2.085046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53968 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40819 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12632 members 
Mstep: Class 15 contains 50556 members 
Mstep: Class 16 contains 180651 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 7070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850438.000000 Penalty: 27336.611328
Iteration 194Q: 14 clusters Score -2.085044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53967 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40819 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 15 contains 50555 members 
Mstep: Class 16 contains 180657 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 7068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850430.000000 Penalty: 27336.611328
Iteration 195Q: 14 clusters Score -2.085043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53965 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40819 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12629 members 
Mstep: Class 15 contains 50555 members 
Mstep: Class 16 contains 180662 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 7066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850438.000000 Penalty: 27336.611328
Iteration 196Q: 14 clusters Score -2.085044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53964 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12629 members 
Mstep: Class 15 contains 50555 members 
Mstep: Class 16 contains 180664 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 7064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850424.000000 Penalty: 27336.611328
Iteration 197Q: 14 clusters Score -2.085042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53964 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12624 members 
Mstep: Class 15 contains 50555 members 
Mstep: Class 16 contains 180674 members 
Mstep: Class 20 contains 10183 members 
Mstep: Class 21 contains 7059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850418.000000 Penalty: 27336.611328
Iteration 198Q: 14 clusters Score -2.085042e+07 nChanged 7
Entering ConstructFrom: 
Score: -20850418.000000 Penalty: 27336.611328
Entering ConstructFrom: 
Trying to split cluster 1 (21189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Entering Unmasked Estep 
Score: -1120820.000000 Penalty: 1618.701172
	Iteration 0F: 2 clusters Score -1120820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1106439.375000 Penalty: 3237.402344
	Iteration 0F: 3 clusters Score -1106439 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1111545.875000 Penalty: 3237.402344
	Iteration 1F: 3 clusters Score -1111546 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1111825.625000 Penalty: 3237.402344
	Iteration 2Q: 3 clusters Score -1111826 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1112129.000000 Penalty: 3237.402344
	Iteration 3Q: 3 clusters Score -1112129 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1112538.000000 Penalty: 3237.402344
	Iteration 4Q: 3 clusters Score -1112538 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1113116.125000 Penalty: 3237.402344
	Iteration 5F: 3 clusters Score -1113116 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1113942.875000 Penalty: 3237.402344
	Iteration 6F: 3 clusters Score -1113943 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1115015.625000 Penalty: 3237.402344
	Iteration 7F: 3 clusters Score -1115016 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1116219.500000 Penalty: 3237.402344
	Iteration 8F: 3 clusters Score -1116220 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -1117300.750000 Penalty: 3237.402344
	Iteration 9F: 3 clusters Score -1117301 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1118109.125000 Penalty: 3237.402344
	Iteration 10Q: 3 clusters Score -1118109 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1118659.000000 Penalty: 3237.402344
	Iteration 11Q: 3 clusters Score -1118659 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -1118978.750000 Penalty: 3237.402344
	Iteration 12Q: 3 clusters Score -1118979 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -1119147.875000 Penalty: 3237.402344
	Iteration 13Q: 3 clusters Score -1119148 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -1119239.875000 Penalty: 3237.402344
	Iteration 14Q: 3 clusters Score -1119240 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -1119300.875000 Penalty: 3237.402344
	Iteration 15Q: 3 clusters Score -1119301 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -1119347.500000 Penalty: 3237.402344
	Iteration 16Q: 3 clusters Score -1119348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -1119375.625000 Penalty: 3237.402344
	Iteration 17Q: 3 clusters Score -1119376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -1119394.875000 Penalty: 3237.402344
	Iteration 18Q: 3 clusters Score -1119395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1119414.375000 Penalty: 3237.402344
	Iteration 19Q: 3 clusters Score -1119414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1119423.250000 Penalty: 3237.402344
	Iteration 20F: 3 clusters Score -1119423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -1119435.500000 Penalty: 3237.402344
	Iteration 21Q: 3 clusters Score -1119436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1119444.625000 Penalty: 3237.402344
	Iteration 22Q: 3 clusters Score -1119445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -1119451.750000 Penalty: 3237.402344
	Iteration 23Q: 3 clusters Score -1119452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -1119458.000000 Penalty: 3237.402344
	Iteration 24Q: 3 clusters Score -1119458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -1119462.250000 Penalty: 3237.402344
	Iteration 25Q: 3 clusters Score -1119462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -1119464.500000 Penalty: 3237.402344
	Iteration 26Q: 3 clusters Score -1119464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -1119466.250000 Penalty: 3237.402344
	Iteration 27Q: 3 clusters Score -1119466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1119470.000000 Penalty: 3237.402344
	Iteration 28Q: 3 clusters Score -1119470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -1119473.250000 Penalty: 3237.402344
	Iteration 29Q: 3 clusters Score -1119473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -1119476.875000 Penalty: 3237.402344
	Iteration 30Q: 3 clusters Score -1119477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -1119478.125000 Penalty: 3237.402344
	Iteration 31Q: 3 clusters Score -1119478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -1119478.625000 Penalty: 3237.402344
	Iteration 32Q: 3 clusters Score -1119479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -1119477.875000 Penalty: 3237.402344
	Iteration 33Q: 3 clusters Score -1119478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -1119484.125000 Penalty: 3237.402344
	Iteration 34Q: 3 clusters Score -1119484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -1119492.000000 Penalty: 3237.402344
	Iteration 35Q: 3 clusters Score -1119492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1119493.500000 Penalty: 3237.402344
	Iteration 36Q: 3 clusters Score -1119494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -1119494.500000 Penalty: 3237.402344
	Iteration 37Q: 3 clusters Score -1119494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -1119494.875000 Penalty: 3237.402344
	Iteration 38Q: 3 clusters Score -1119495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -1119494.000000 Penalty: 3237.402344
	Iteration 39Q: 3 clusters Score -1119494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -1119495.750000 Penalty: 3237.402344
	Iteration 40F: 3 clusters Score -1119496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -130768.804688 Penalty: 1271.277344
	Iteration 0F: 2 clusters Score -130768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -128377.210938 Penalty: 2542.554688
	Iteration 0F: 3 clusters Score -128377.2 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -128892.437500 Penalty: 2542.554688
	Iteration 1F: 3 clusters Score -128892.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -128987.640625 Penalty: 2542.554688
	Iteration 2F: 3 clusters Score -128987.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -129043.468750 Penalty: 2542.554688
	Iteration 3Q: 3 clusters Score -129043.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -129086.484375 Penalty: 2542.554688
	Iteration 4Q: 3 clusters Score -129086.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -129121.468750 Penalty: 2542.554688
	Iteration 5Q: 3 clusters Score -129121.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -129143.367188 Penalty: 2542.554688
	Iteration 6Q: 3 clusters Score -129143.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -129158.101562 Penalty: 2542.554688
	Iteration 7Q: 3 clusters Score -129158.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -129167.382812 Penalty: 2542.554688
	Iteration 8Q: 3 clusters Score -129167.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -129179.226562 Penalty: 2542.554688
	Iteration 9Q: 3 clusters Score -129179.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -129193.054688 Penalty: 2542.554688
	Iteration 10Q: 3 clusters Score -129193.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -129201.812500 Penalty: 2542.554688
	Iteration 11Q: 3 clusters Score -129201.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -129208.554688 Penalty: 2542.554688
	Iteration 12Q: 3 clusters Score -129208.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -129216.398438 Penalty: 2542.554688
	Iteration 13Q: 3 clusters Score -129216.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -129220.578125 Penalty: 2542.554688
	Iteration 14Q: 3 clusters Score -129220.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -129225.398438 Penalty: 2542.554688
	Iteration 15Q: 3 clusters Score -129225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -129228.140625 Penalty: 2542.554688
	Iteration 16Q: 3 clusters Score -129228.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -129232.898438 Penalty: 2542.554688
	Iteration 17Q: 3 clusters Score -129232.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -129235.351562 Penalty: 2542.554688
	Iteration 18Q: 3 clusters Score -129235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -129239.250000 Penalty: 2542.554688
	Iteration 19Q: 3 clusters Score -129239.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -129245.406250 Penalty: 2542.554688
	Iteration 20F: 3 clusters Score -129245.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -129249.757812 Penalty: 2542.554688
	Iteration 21Q: 3 clusters Score -129249.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -129254.906250 Penalty: 2542.554688
	Iteration 22Q: 3 clusters Score -129254.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -129260.398438 Penalty: 2542.554688
	Iteration 23Q: 3 clusters Score -129260.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -129265.578125 Penalty: 2542.554688
	Iteration 24Q: 3 clusters Score -129265.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -129274.281250 Penalty: 2542.554688
	Iteration 25Q: 3 clusters Score -129274.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -129281.234375 Penalty: 2542.554688
	Iteration 26Q: 3 clusters Score -129281.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -129284.460938 Penalty: 2542.554688
	Iteration 27Q: 3 clusters Score -129284.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -129286.312500 Penalty: 2542.554688
	Iteration 28Q: 3 clusters Score -129286.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -129286.875000 Penalty: 2542.554688
	Iteration 29Q: 3 clusters Score -129286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -129287.468750 Penalty: 2542.554688
	Iteration 30Q: 3 clusters Score -129287.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -129288.570312 Penalty: 2542.554688
	Iteration 31Q: 3 clusters Score -129288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -129289.437500 Penalty: 2542.554688
	Iteration 32Q: 3 clusters Score -129289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -129290.156250 Penalty: 2542.554688
	Iteration 33Q: 3 clusters Score -129290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -129290.578125 Penalty: 2542.554688
	Iteration 34Q: 3 clusters Score -129290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -129290.578125 Penalty: 2542.554688
	Iteration 35F: 3 clusters Score -129290.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Entering Unmasked Estep 
Score: -2839604.500000 Penalty: 1770.611816
	Iteration 0F: 2 clusters Score -2839604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -2803600.000000 Penalty: 3541.223633
	Iteration 0F: 3 clusters Score -2803600 nChanged 25455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -2818006.750000 Penalty: 3541.223633
	Iteration 1F: 3 clusters Score -2818007 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -2818490.000000 Penalty: 3541.223633
	Iteration 2Q: 3 clusters Score -2818490 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -2818969.750000 Penalty: 3541.223633
	Iteration 3Q: 3 clusters Score -2818970 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -2819515.750000 Penalty: 3541.223633
	Iteration 4Q: 3 clusters Score -2819516 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -2820219.250000 Penalty: 3541.223633
	Iteration 5Q: 3 clusters Score -2820219 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -2821377.250000 Penalty: 3541.223633
	Iteration 6Q: 3 clusters Score -2821377 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -2823106.750000 Penalty: 3541.223633
	Iteration 7F: 3 clusters Score -2823107 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -2825594.250000 Penalty: 3541.223633
	Iteration 8F: 3 clusters Score -2825594 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -2828440.250000 Penalty: 3541.223633
	Iteration 9F: 3 clusters Score -2828440 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -2830570.000000 Penalty: 3541.223633
	Iteration 10F: 3 clusters Score -2830570 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -2831802.000000 Penalty: 3541.223633
	Iteration 11Q: 3 clusters Score -2831802 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -2832560.000000 Penalty: 3541.223633
	Iteration 12Q: 3 clusters Score -2832560 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -2833173.750000 Penalty: 3541.223633
	Iteration 13Q: 3 clusters Score -2833174 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -2833781.250000 Penalty: 3541.223633
	Iteration 14Q: 3 clusters Score -2833781 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -2834391.750000 Penalty: 3541.223633
	Iteration 15Q: 3 clusters Score -2834392 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -2834889.750000 Penalty: 3541.223633
	Iteration 16Q: 3 clusters Score -2834890 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -2835349.250000 Penalty: 3541.223633
	Iteration 17Q: 3 clusters Score -2835349 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -2835828.750000 Penalty: 3541.223633
	Iteration 18Q: 3 clusters Score -2835829 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -2836278.000000 Penalty: 3541.223633
	Iteration 19Q: 3 clusters Score -2836278 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -2836685.000000 Penalty: 3541.223633
	Iteration 20F: 3 clusters Score -2836685 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -2837003.250000 Penalty: 3541.223633
	Iteration 21Q: 3 clusters Score -2837003 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -2837273.000000 Penalty: 3541.223633
	Iteration 22Q: 3 clusters Score -2837273 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -2837481.250000 Penalty: 3541.223633
	Iteration 23Q: 3 clusters Score -2837481 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -2837612.000000 Penalty: 3541.223633
	Iteration 24Q: 3 clusters Score -2837612 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -2837740.250000 Penalty: 3541.223633
	Iteration 25Q: 3 clusters Score -2837740 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -2837836.250000 Penalty: 3541.223633
	Iteration 26Q: 3 clusters Score -2837836 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -2837907.500000 Penalty: 3541.223633
	Iteration 27Q: 3 clusters Score -2837908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -2837955.250000 Penalty: 3541.223633
	Iteration 28Q: 3 clusters Score -2837955 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -2837984.750000 Penalty: 3541.223633
	Iteration 29Q: 3 clusters Score -2837985 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -2838013.500000 Penalty: 3541.223633
	Iteration 30Q: 3 clusters Score -2838014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -2838046.500000 Penalty: 3541.223633
	Iteration 31Q: 3 clusters Score -2838046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -2838066.250000 Penalty: 3541.223633
	Iteration 32Q: 3 clusters Score -2838066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -2838078.500000 Penalty: 3541.223633
	Iteration 33Q: 3 clusters Score -2838078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -2838094.000000 Penalty: 3541.223633
	Iteration 34Q: 3 clusters Score -2838094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -2838103.750000 Penalty: 3541.223633
	Iteration 35Q: 3 clusters Score -2838104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -2838106.500000 Penalty: 3541.223633
	Iteration 36Q: 3 clusters Score -2838106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -2838110.000000 Penalty: 3541.223633
	Iteration 37Q: 3 clusters Score -2838110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -2838116.250000 Penalty: 3541.223633
	Iteration 38Q: 3 clusters Score -2838116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -2838113.500000 Penalty: 3541.223633
	Iteration 39Q: 3 clusters Score -2838114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -2838115.500000 Penalty: 3541.223633
	Iteration 40F: 3 clusters Score -2838116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -2838121.000000 Penalty: 3541.223633
	Iteration 41Q: 3 clusters Score -2838121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -2838125.000000 Penalty: 3541.223633
	Iteration 42Q: 3 clusters Score -2838125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -2838131.000000 Penalty: 3541.223633
	Iteration 43Q: 3 clusters Score -2838131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -2838135.250000 Penalty: 3541.223633
	Iteration 44Q: 3 clusters Score -2838135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -2838136.500000 Penalty: 3541.223633
	Iteration 45Q: 3 clusters Score -2838136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -2838138.750000 Penalty: 3541.223633
	Iteration 46Q: 3 clusters Score -2838139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -2838142.000000 Penalty: 3541.223633
	Iteration 47Q: 3 clusters Score -2838142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -2838145.500000 Penalty: 3541.223633
	Iteration 48Q: 3 clusters Score -2838146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -2838145.500000 Penalty: 3541.223633
	Iteration 49Q: 3 clusters Score -2838146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -2838147.250000 Penalty: 3541.223633
	Iteration 50Q: 3 clusters Score -2838147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -2838148.250000 Penalty: 3541.223633
	Iteration 51Q: 3 clusters Score -2838148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -2838151.500000 Penalty: 3541.223633
	Iteration 52Q: 3 clusters Score -2838152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -2838156.250000 Penalty: 3541.223633
	Iteration 53Q: 3 clusters Score -2838156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -2838157.750000 Penalty: 3541.223633
	Iteration 54Q: 3 clusters Score -2838158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -2838157.250000 Penalty: 3541.223633
	Iteration 55Q: 3 clusters Score -2838157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -2838161.250000 Penalty: 3541.223633
	Iteration 56Q: 3 clusters Score -2838161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -2838158.000000 Penalty: 3541.223633
	Iteration 57Q: 3 clusters Score -2838158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -2838157.000000 Penalty: 3541.223633
	Iteration 58Q: 3 clusters Score -2838157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -2838164.000000 Penalty: 3541.223633
	Iteration 59Q: 3 clusters Score -2838164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -2838165.750000 Penalty: 3541.223633
	Iteration 60F: 3 clusters Score -2838166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Entering Unmasked Estep 
Score: -1261835.500000 Penalty: 1638.903320
	Iteration 0F: 2 clusters Score -1261836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1245474.125000 Penalty: 3277.806641
	Iteration 0F: 3 clusters Score -1245474 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1251520.375000 Penalty: 3277.806641
	Iteration 1F: 3 clusters Score -1251520 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1252239.000000 Penalty: 3277.806641
	Iteration 2F: 3 clusters Score -1252239 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1253111.375000 Penalty: 3277.806641
	Iteration 3F: 3 clusters Score -1253111 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1254056.875000 Penalty: 3277.806641
	Iteration 4F: 3 clusters Score -1254057 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1255194.375000 Penalty: 3277.806641
	Iteration 5F: 3 clusters Score -1255194 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1256526.750000 Penalty: 3277.806641
	Iteration 6F: 3 clusters Score -1256527 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1258002.875000 Penalty: 3277.806641
	Iteration 7F: 3 clusters Score -1258003 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1259364.625000 Penalty: 3277.806641
	Iteration 8F: 3 clusters Score -1259365 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1260393.000000 Penalty: 3277.806641
	Iteration 9Q: 3 clusters Score -1260393 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1261066.750000 Penalty: 3277.806641
	Iteration 10Q: 3 clusters Score -1261067 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1261372.625000 Penalty: 3277.806641
	Iteration 11Q: 3 clusters Score -1261373 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1261535.125000 Penalty: 3277.806641
	Iteration 12Q: 3 clusters Score -1261535 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1261624.500000 Penalty: 3277.806641
	Iteration 13Q: 3 clusters Score -1261624 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1261681.625000 Penalty: 3277.806641
	Iteration 14Q: 3 clusters Score -1261682 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1261734.875000 Penalty: 3277.806641
	Iteration 15Q: 3 clusters Score -1261735 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1261758.750000 Penalty: 3277.806641
	Iteration 16Q: 3 clusters Score -1261759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1261781.250000 Penalty: 3277.806641
	Iteration 17Q: 3 clusters Score -1261781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1261789.125000 Penalty: 3277.806641
	Iteration 18Q: 3 clusters Score -1261789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1261798.875000 Penalty: 3277.806641
	Iteration 19Q: 3 clusters Score -1261799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1261805.875000 Penalty: 3277.806641
	Iteration 20F: 3 clusters Score -1261806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1261806.750000 Penalty: 3277.806641
	Iteration 21Q: 3 clusters Score -1261807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1261809.125000 Penalty: 3277.806641
	Iteration 22Q: 3 clusters Score -1261809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1261812.875000 Penalty: 3277.806641
	Iteration 23Q: 3 clusters Score -1261813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1261815.500000 Penalty: 3277.806641
	Iteration 24Q: 3 clusters Score -1261816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1261815.125000 Penalty: 3277.806641
	Iteration 25Q: 3 clusters Score -1261815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1261820.000000 Penalty: 3277.806641
	Iteration 26Q: 3 clusters Score -1261820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1261820.125000 Penalty: 3277.806641
	Iteration 27Q: 3 clusters Score -1261820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1261821.500000 Penalty: 3277.806641
	Iteration 28Q: 3 clusters Score -1261822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1261823.125000 Penalty: 3277.806641
	Iteration 29Q: 3 clusters Score -1261823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1261824.625000 Penalty: 3277.806641
	Iteration 30Q: 3 clusters Score -1261825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1261824.750000 Penalty: 3277.806641
	Iteration 31Q: 3 clusters Score -1261825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1261824.750000 Penalty: 3277.806641
	Iteration 32Q: 3 clusters Score -1261825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1261824.750000 Penalty: 3277.806641
	Iteration 33F: 3 clusters Score -1261825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Entering Unmasked Estep 
Score: -503830.468750 Penalty: 1487.263916
	Iteration 0F: 2 clusters Score -503830.5 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 4739 members 
Entering Unmasked Estep 
Score: -497103.937500 Penalty: 2974.527832
	Iteration 0F: 3 clusters Score -497103.9 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -499132.656250 Penalty: 2974.527832
	Iteration 1F: 3 clusters Score -499132.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -499388.500000 Penalty: 2974.527832
	Iteration 2F: 3 clusters Score -499388.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -499609.656250 Penalty: 2974.527832
	Iteration 3F: 3 clusters Score -499609.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -499812.468750 Penalty: 2974.527832
	Iteration 4Q: 3 clusters Score -499812.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -500004.781250 Penalty: 2974.527832
	Iteration 5Q: 3 clusters Score -500004.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -500192.250000 Penalty: 2974.527832
	Iteration 6Q: 3 clusters Score -500192.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -500377.687500 Penalty: 2974.527832
	Iteration 7Q: 3 clusters Score -500377.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -500597.125000 Penalty: 2974.527832
	Iteration 8Q: 3 clusters Score -500597.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -500878.218750 Penalty: 2974.527832
	Iteration 9Q: 3 clusters Score -500878.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -501168.000000 Penalty: 2974.527832
	Iteration 10Q: 3 clusters Score -501168 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -501458.218750 Penalty: 2974.527832
	Iteration 11Q: 3 clusters Score -501458.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -501707.906250 Penalty: 2974.527832
	Iteration 12Q: 3 clusters Score -501707.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -501854.843750 Penalty: 2974.527832
	Iteration 13Q: 3 clusters Score -501854.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -501945.468750 Penalty: 2974.527832
	Iteration 14Q: 3 clusters Score -501945.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -501985.593750 Penalty: 2974.527832
	Iteration 15Q: 3 clusters Score -501985.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -502011.906250 Penalty: 2974.527832
	Iteration 16Q: 3 clusters Score -502011.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -502033.781250 Penalty: 2974.527832
	Iteration 17Q: 3 clusters Score -502033.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -502047.531250 Penalty: 2974.527832
	Iteration 18Q: 3 clusters Score -502047.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -502059.250000 Penalty: 2974.527832
	Iteration 19Q: 3 clusters Score -502059.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -502067.531250 Penalty: 2974.527832
	Iteration 20F: 3 clusters Score -502067.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -502073.593750 Penalty: 2974.527832
	Iteration 21Q: 3 clusters Score -502073.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -502077.093750 Penalty: 2974.527832
	Iteration 22Q: 3 clusters Score -502077.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -502080.125000 Penalty: 2974.527832
	Iteration 23Q: 3 clusters Score -502080.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -502083.593750 Penalty: 2974.527832
	Iteration 24Q: 3 clusters Score -502083.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -502086.906250 Penalty: 2974.527832
	Iteration 25Q: 3 clusters Score -502086.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -502087.468750 Penalty: 2974.527832
	Iteration 26Q: 3 clusters Score -502087.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -502089.343750 Penalty: 2974.527832
	Iteration 27Q: 3 clusters Score -502089.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -502092.625000 Penalty: 2974.527832
	Iteration 28Q: 3 clusters Score -502092.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -502093.156250 Penalty: 2974.527832
	Iteration 29Q: 3 clusters Score -502093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -502093.562500 Penalty: 2974.527832
	Iteration 30Q: 3 clusters Score -502093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -502093.843750 Penalty: 2974.527832
	Iteration 31Q: 3 clusters Score -502093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -502093.750000 Penalty: 2974.527832
	Iteration 32Q: 3 clusters Score -502093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -502095.343750 Penalty: 2974.527832
	Iteration 33Q: 3 clusters Score -502095.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -502095.593750 Penalty: 2974.527832
	Iteration 34Q: 3 clusters Score -502095.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -502096.687500 Penalty: 2974.527832
	Iteration 35Q: 3 clusters Score -502096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -502098.750000 Penalty: 2974.527832
	Iteration 36Q: 3 clusters Score -502098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -502097.625000 Penalty: 2974.527832
	Iteration 37Q: 3 clusters Score -502097.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -502099.906250 Penalty: 2974.527832
	Iteration 38Q: 3 clusters Score -502099.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -502100.031250 Penalty: 2974.527832
	Iteration 39Q: 3 clusters Score -502100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -502100.093750 Penalty: 2974.527832
	Iteration 40F: 3 clusters Score -502100.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -502100.500000 Penalty: 2974.527832
	Iteration 41Q: 3 clusters Score -502100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -502101.781250 Penalty: 2974.527832
	Iteration 42Q: 3 clusters Score -502101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -502101.250000 Penalty: 2974.527832
	Iteration 43Q: 3 clusters Score -502101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -502102.093750 Penalty: 2974.527832
	Iteration 44Q: 3 clusters Score -502102.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -502101.437500 Penalty: 2974.527832
	Iteration 45Q: 3 clusters Score -502101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -502102.093750 Penalty: 2974.527832
	Iteration 46Q: 3 clusters Score -502102.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -502101.687500 Penalty: 2974.527832
	Iteration 47Q: 3 clusters Score -502101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -502101.750000 Penalty: 2974.527832
	Iteration 48Q: 3 clusters Score -502101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -502102.437500 Penalty: 2974.527832
	Iteration 49Q: 3 clusters Score -502102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -502103.312500 Penalty: 2974.527832
	Iteration 50Q: 3 clusters Score -502103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -502101.875000 Penalty: 2974.527832
	Iteration 51Q: 3 clusters Score -502101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -502102.375000 Penalty: 2974.527832
	Iteration 52Q: 3 clusters Score -502102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -502103.125000 Penalty: 2974.527832
	Iteration 53Q: 3 clusters Score -502103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -502102.343750 Penalty: 2974.527832
	Iteration 54Q: 3 clusters Score -502102.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -502104.500000 Penalty: 2974.527832
	Iteration 55Q: 3 clusters Score -502104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -502103.687500 Penalty: 2974.527832
	Iteration 56Q: 3 clusters Score -502103.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -502104.312500 Penalty: 2974.527832
	Iteration 57Q: 3 clusters Score -502104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -502103.875000 Penalty: 2974.527832
	Iteration 58Q: 3 clusters Score -502103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -502103.875000 Penalty: 2974.527832
	Iteration 59F: 3 clusters Score -502103.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -62092.726562 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -62092.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -60431.714844 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -60431.71 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -60786.089844 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -60786.09 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -60914.113281 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -60914.11 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -60993.679688 Penalty: 2333.275146
	Iteration 3F: 3 clusters Score -60993.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -61051.496094 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -61051.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -61101.621094 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -61101.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -61141.394531 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -61141.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -61174.898438 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -61174.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -61204.503906 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -61204.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -61231.828125 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -61231.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -61254.777344 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -61254.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -61267.886719 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -61267.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -61274.710938 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -61274.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -61281.656250 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -61281.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -61292.230469 Penalty: 2333.275146
	Iteration 14Q: 3 clusters Score -61292.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -61305.339844 Penalty: 2333.275146
	Iteration 15Q: 3 clusters Score -61305.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -61312.125000 Penalty: 2333.275146
	Iteration 16Q: 3 clusters Score -61312.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -61316.726562 Penalty: 2333.275146
	Iteration 17Q: 3 clusters Score -61316.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -61319.484375 Penalty: 2333.275146
	Iteration 18Q: 3 clusters Score -61319.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -61320.812500 Penalty: 2333.275146
	Iteration 19Q: 3 clusters Score -61320.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -61321.734375 Penalty: 2333.275146
	Iteration 20F: 3 clusters Score -61321.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -61322.257812 Penalty: 2333.275146
	Iteration 21Q: 3 clusters Score -61322.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -61324.386719 Penalty: 2333.275146
	Iteration 22Q: 3 clusters Score -61324.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -61326.929688 Penalty: 2333.275146
	Iteration 23Q: 3 clusters Score -61326.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -61326.929688 Penalty: 2333.275146
	Iteration 24F: 3 clusters Score -61326.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Entering Unmasked Estep 
Score: -2171269.250000 Penalty: 1725.250610
	Iteration 0F: 2 clusters Score -2171269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2143810.750000 Penalty: 3450.501221
	Iteration 0F: 3 clusters Score -2143811 nChanged 19004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2154500.250000 Penalty: 3450.501221
	Iteration 1F: 3 clusters Score -2154500 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2155069.250000 Penalty: 3450.501221
	Iteration 2Q: 3 clusters Score -2155069 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2155797.500000 Penalty: 3450.501221
	Iteration 3Q: 3 clusters Score -2155798 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2156666.500000 Penalty: 3450.501221
	Iteration 4Q: 3 clusters Score -2156666 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2157711.500000 Penalty: 3450.501221
	Iteration 5Q: 3 clusters Score -2157712 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2159012.500000 Penalty: 3450.501221
	Iteration 6F: 3 clusters Score -2159012 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2160534.250000 Penalty: 3450.501221
	Iteration 7F: 3 clusters Score -2160534 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2162072.000000 Penalty: 3450.501221
	Iteration 8F: 3 clusters Score -2162072 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2163281.750000 Penalty: 3450.501221
	Iteration 9F: 3 clusters Score -2163282 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2163893.750000 Penalty: 3450.501221
	Iteration 10Q: 3 clusters Score -2163894 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2164195.750000 Penalty: 3450.501221
	Iteration 11Q: 3 clusters Score -2164196 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2164400.500000 Penalty: 3450.501221
	Iteration 12Q: 3 clusters Score -2164400 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2164572.750000 Penalty: 3450.501221
	Iteration 13Q: 3 clusters Score -2164573 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2164790.250000 Penalty: 3450.501221
	Iteration 14Q: 3 clusters Score -2164790 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2165000.000000 Penalty: 3450.501221
	Iteration 15Q: 3 clusters Score -2165000 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2165192.250000 Penalty: 3450.501221
	Iteration 16Q: 3 clusters Score -2165192 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2165405.750000 Penalty: 3450.501221
	Iteration 17Q: 3 clusters Score -2165406 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2165625.500000 Penalty: 3450.501221
	Iteration 18Q: 3 clusters Score -2165626 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2165788.500000 Penalty: 3450.501221
	Iteration 19Q: 3 clusters Score -2165788 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2165980.000000 Penalty: 3450.501221
	Iteration 20F: 3 clusters Score -2165980 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2166150.500000 Penalty: 3450.501221
	Iteration 21Q: 3 clusters Score -2166150 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2166285.750000 Penalty: 3450.501221
	Iteration 22Q: 3 clusters Score -2166286 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2166405.500000 Penalty: 3450.501221
	Iteration 23Q: 3 clusters Score -2166406 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2166513.500000 Penalty: 3450.501221
	Iteration 24Q: 3 clusters Score -2166514 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2166608.500000 Penalty: 3450.501221
	Iteration 25Q: 3 clusters Score -2166608 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2166718.250000 Penalty: 3450.501221
	Iteration 26Q: 3 clusters Score -2166718 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2166822.500000 Penalty: 3450.501221
	Iteration 27Q: 3 clusters Score -2166822 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2166913.750000 Penalty: 3450.501221
	Iteration 28Q: 3 clusters Score -2166914 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2167020.750000 Penalty: 3450.501221
	Iteration 29Q: 3 clusters Score -2167021 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2167115.750000 Penalty: 3450.501221
	Iteration 30Q: 3 clusters Score -2167116 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2167220.000000 Penalty: 3450.501221
	Iteration 31Q: 3 clusters Score -2167220 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2167313.250000 Penalty: 3450.501221
	Iteration 32Q: 3 clusters Score -2167313 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2167430.500000 Penalty: 3450.501221
	Iteration 33Q: 3 clusters Score -2167430 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2167555.000000 Penalty: 3450.501221
	Iteration 34Q: 3 clusters Score -2167555 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2167653.250000 Penalty: 3450.501221
	Iteration 35Q: 3 clusters Score -2167653 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2167757.750000 Penalty: 3450.501221
	Iteration 36Q: 3 clusters Score -2167758 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2167865.000000 Penalty: 3450.501221
	Iteration 37Q: 3 clusters Score -2167865 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2167978.500000 Penalty: 3450.501221
	Iteration 38Q: 3 clusters Score -2167978 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2168081.500000 Penalty: 3450.501221
	Iteration 39Q: 3 clusters Score -2168082 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2168185.250000 Penalty: 3450.501221
	Iteration 40F: 3 clusters Score -2168185 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2168295.250000 Penalty: 3450.501221
	Iteration 41Q: 3 clusters Score -2168295 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2168404.500000 Penalty: 3450.501221
	Iteration 42Q: 3 clusters Score -2168404 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2168515.250000 Penalty: 3450.501221
	Iteration 43Q: 3 clusters Score -2168515 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2168596.750000 Penalty: 3450.501221
	Iteration 44Q: 3 clusters Score -2168597 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2168695.000000 Penalty: 3450.501221
	Iteration 45Q: 3 clusters Score -2168695 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2168770.500000 Penalty: 3450.501221
	Iteration 46Q: 3 clusters Score -2168770 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2168825.000000 Penalty: 3450.501221
	Iteration 47Q: 3 clusters Score -2168825 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2168891.250000 Penalty: 3450.501221
	Iteration 48Q: 3 clusters Score -2168891 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2168955.000000 Penalty: 3450.501221
	Iteration 49Q: 3 clusters Score -2168955 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2169024.000000 Penalty: 3450.501221
	Iteration 50Q: 3 clusters Score -2169024 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2169103.000000 Penalty: 3450.501221
	Iteration 51Q: 3 clusters Score -2169103 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2169187.500000 Penalty: 3450.501221
	Iteration 52Q: 3 clusters Score -2169188 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2169265.250000 Penalty: 3450.501221
	Iteration 53Q: 3 clusters Score -2169265 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2169323.500000 Penalty: 3450.501221
	Iteration 54Q: 3 clusters Score -2169324 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2169372.750000 Penalty: 3450.501221
	Iteration 55Q: 3 clusters Score -2169373 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2169420.250000 Penalty: 3450.501221
	Iteration 56Q: 3 clusters Score -2169420 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2169469.750000 Penalty: 3450.501221
	Iteration 57Q: 3 clusters Score -2169470 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2169506.750000 Penalty: 3450.501221
	Iteration 58Q: 3 clusters Score -2169507 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2169532.500000 Penalty: 3450.501221
	Iteration 59Q: 3 clusters Score -2169532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2169552.750000 Penalty: 3450.501221
	Iteration 60F: 3 clusters Score -2169553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2169577.750000 Penalty: 3450.501221
	Iteration 61Q: 3 clusters Score -2169578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2169600.000000 Penalty: 3450.501221
	Iteration 62Q: 3 clusters Score -2169600 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2169626.500000 Penalty: 3450.501221
	Iteration 63Q: 3 clusters Score -2169626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2169643.500000 Penalty: 3450.501221
	Iteration 64Q: 3 clusters Score -2169644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2169658.500000 Penalty: 3450.501221
	Iteration 65Q: 3 clusters Score -2169658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2169669.000000 Penalty: 3450.501221
	Iteration 66Q: 3 clusters Score -2169669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2169679.250000 Penalty: 3450.501221
	Iteration 67Q: 3 clusters Score -2169679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2169694.000000 Penalty: 3450.501221
	Iteration 68Q: 3 clusters Score -2169694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2169706.000000 Penalty: 3450.501221
	Iteration 69Q: 3 clusters Score -2169706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2169715.500000 Penalty: 3450.501221
	Iteration 70Q: 3 clusters Score -2169716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2169734.250000 Penalty: 3450.501221
	Iteration 71Q: 3 clusters Score -2169734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2169742.250000 Penalty: 3450.501221
	Iteration 72Q: 3 clusters Score -2169742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2169767.000000 Penalty: 3450.501221
	Iteration 73Q: 3 clusters Score -2169767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2169780.500000 Penalty: 3450.501221
	Iteration 74Q: 3 clusters Score -2169780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2169791.750000 Penalty: 3450.501221
	Iteration 75Q: 3 clusters Score -2169792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2169799.000000 Penalty: 3450.501221
	Iteration 76Q: 3 clusters Score -2169799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2169809.250000 Penalty: 3450.501221
	Iteration 77Q: 3 clusters Score -2169809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2169816.000000 Penalty: 3450.501221
	Iteration 78Q: 3 clusters Score -2169816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2169825.000000 Penalty: 3450.501221
	Iteration 79Q: 3 clusters Score -2169825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2169834.500000 Penalty: 3450.501221
	Iteration 80F: 3 clusters Score -2169834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2169831.250000 Penalty: 3450.501221
	Iteration 81Q: 3 clusters Score -2169831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2169835.500000 Penalty: 3450.501221
	Iteration 82Q: 3 clusters Score -2169836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2169844.500000 Penalty: 3450.501221
	Iteration 83Q: 3 clusters Score -2169844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2169844.000000 Penalty: 3450.501221
	Iteration 84Q: 3 clusters Score -2169844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2169848.000000 Penalty: 3450.501221
	Iteration 85Q: 3 clusters Score -2169848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2169851.750000 Penalty: 3450.501221
	Iteration 86Q: 3 clusters Score -2169852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2169855.000000 Penalty: 3450.501221
	Iteration 87Q: 3 clusters Score -2169855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2169858.250000 Penalty: 3450.501221
	Iteration 88Q: 3 clusters Score -2169858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2169864.250000 Penalty: 3450.501221
	Iteration 89Q: 3 clusters Score -2169864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2169858.000000 Penalty: 3450.501221
	Iteration 90Q: 3 clusters Score -2169858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2169859.000000 Penalty: 3450.501221
	Iteration 91Q: 3 clusters Score -2169859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2169860.750000 Penalty: 3450.501221
	Iteration 92Q: 3 clusters Score -2169861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2169858.750000 Penalty: 3450.501221
	Iteration 93Q: 3 clusters Score -2169859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2169859.000000 Penalty: 3450.501221
	Iteration 94Q: 3 clusters Score -2169859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2169860.750000 Penalty: 3450.501221
	Iteration 95Q: 3 clusters Score -2169861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2169862.500000 Penalty: 3450.501221
	Iteration 96Q: 3 clusters Score -2169862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2169859.750000 Penalty: 3450.501221
	Iteration 97Q: 3 clusters Score -2169860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2169861.250000 Penalty: 3450.501221
	Iteration 98Q: 3 clusters Score -2169861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2169861.750000 Penalty: 3450.501221
	Iteration 99Q: 3 clusters Score -2169862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2169862.000000 Penalty: 3450.501221
	Iteration 100F: 3 clusters Score -2169862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -130288.210938 Penalty: 1271.991455
	Iteration 0F: 2 clusters Score -130288.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -127836.328125 Penalty: 2543.982910
	Iteration 0F: 3 clusters Score -127836.3 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -128423.554688 Penalty: 2543.982910
	Iteration 1F: 3 clusters Score -128423.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -128548.992188 Penalty: 2543.982910
	Iteration 2F: 3 clusters Score -128549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -128611.109375 Penalty: 2543.982910
	Iteration 3Q: 3 clusters Score -128611.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -128657.429688 Penalty: 2543.982910
	Iteration 4Q: 3 clusters Score -128657.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -128684.210938 Penalty: 2543.982910
	Iteration 5Q: 3 clusters Score -128684.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -128707.078125 Penalty: 2543.982910
	Iteration 6Q: 3 clusters Score -128707.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -128722.554688 Penalty: 2543.982910
	Iteration 7Q: 3 clusters Score -128722.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -128736.265625 Penalty: 2543.982910
	Iteration 8Q: 3 clusters Score -128736.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -128757.203125 Penalty: 2543.982910
	Iteration 9Q: 3 clusters Score -128757.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -128773.109375 Penalty: 2543.982910
	Iteration 10Q: 3 clusters Score -128773.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -128779.554688 Penalty: 2543.982910
	Iteration 11Q: 3 clusters Score -128779.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -128785.531250 Penalty: 2543.982910
	Iteration 12Q: 3 clusters Score -128785.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -128788.390625 Penalty: 2543.982910
	Iteration 13Q: 3 clusters Score -128788.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -128793.242188 Penalty: 2543.982910
	Iteration 14Q: 3 clusters Score -128793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -128795.429688 Penalty: 2543.982910
	Iteration 15Q: 3 clusters Score -128795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -128798.375000 Penalty: 2543.982910
	Iteration 16Q: 3 clusters Score -128798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -128799.656250 Penalty: 2543.982910
	Iteration 17Q: 3 clusters Score -128799.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -128800.804688 Penalty: 2543.982910
	Iteration 18Q: 3 clusters Score -128800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -128803.656250 Penalty: 2543.982910
	Iteration 19Q: 3 clusters Score -128803.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -128805.273438 Penalty: 2543.982910
	Iteration 20F: 3 clusters Score -128805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -128805.804688 Penalty: 2543.982910
	Iteration 21Q: 3 clusters Score -128805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -128806.531250 Penalty: 2543.982910
	Iteration 22Q: 3 clusters Score -128806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -128808.468750 Penalty: 2543.982910
	Iteration 23Q: 3 clusters Score -128808.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -128810.640625 Penalty: 2543.982910
	Iteration 24Q: 3 clusters Score -128810.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -128813.093750 Penalty: 2543.982910
	Iteration 25Q: 3 clusters Score -128813.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -128815.929688 Penalty: 2543.982910
	Iteration 26Q: 3 clusters Score -128815.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -128817.890625 Penalty: 2543.982910
	Iteration 27Q: 3 clusters Score -128817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -128819.812500 Penalty: 2543.982910
	Iteration 28Q: 3 clusters Score -128819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -128822.687500 Penalty: 2543.982910
	Iteration 29Q: 3 clusters Score -128822.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -128825.281250 Penalty: 2543.982910
	Iteration 30Q: 3 clusters Score -128825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -128826.335938 Penalty: 2543.982910
	Iteration 31Q: 3 clusters Score -128826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -128826.875000 Penalty: 2543.982910
	Iteration 32Q: 3 clusters Score -128826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -128827.460938 Penalty: 2543.982910
	Iteration 33Q: 3 clusters Score -128827.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -128828.031250 Penalty: 2543.982910
	Iteration 34Q: 3 clusters Score -128828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -128829.273438 Penalty: 2543.982910
	Iteration 35Q: 3 clusters Score -128829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -128829.875000 Penalty: 2543.982910
	Iteration 36Q: 3 clusters Score -128829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -128830.710938 Penalty: 2543.982910
	Iteration 37Q: 3 clusters Score -128830.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -128831.710938 Penalty: 2543.982910
	Iteration 38Q: 3 clusters Score -128831.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -128831.968750 Penalty: 2543.982910
	Iteration 39Q: 3 clusters Score -128832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -128831.968750 Penalty: 2543.982910
	Iteration 40F: 3 clusters Score -128832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Entering Unmasked Estep 
Score: -672322.187500 Penalty: 1534.493652
	Iteration 0F: 2 clusters Score -672322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -663523.000000 Penalty: 3068.987305
	Iteration 0F: 3 clusters Score -663523 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -666428.937500 Penalty: 3068.987305
	Iteration 1F: 3 clusters Score -666428.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -666730.812500 Penalty: 3068.987305
	Iteration 2F: 3 clusters Score -666730.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -667027.000000 Penalty: 3068.987305
	Iteration 3F: 3 clusters Score -667027 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -667347.562500 Penalty: 3068.987305
	Iteration 4F: 3 clusters Score -667347.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -667698.187500 Penalty: 3068.987305
	Iteration 5F: 3 clusters Score -667698.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -668127.250000 Penalty: 3068.987305
	Iteration 6F: 3 clusters Score -668127.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -668641.062500 Penalty: 3068.987305
	Iteration 7F: 3 clusters Score -668641.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -669177.562500 Penalty: 3068.987305
	Iteration 8F: 3 clusters Score -669177.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -669569.875000 Penalty: 3068.987305
	Iteration 9Q: 3 clusters Score -669569.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -669877.812500 Penalty: 3068.987305
	Iteration 10Q: 3 clusters Score -669877.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -670108.250000 Penalty: 3068.987305
	Iteration 11Q: 3 clusters Score -670108.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -670258.562500 Penalty: 3068.987305
	Iteration 12Q: 3 clusters Score -670258.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -670369.250000 Penalty: 3068.987305
	Iteration 13Q: 3 clusters Score -670369.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -670459.375000 Penalty: 3068.987305
	Iteration 14Q: 3 clusters Score -670459.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -670536.500000 Penalty: 3068.987305
	Iteration 15Q: 3 clusters Score -670536.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -670598.750000 Penalty: 3068.987305
	Iteration 16Q: 3 clusters Score -670598.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -670648.375000 Penalty: 3068.987305
	Iteration 17Q: 3 clusters Score -670648.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -670691.437500 Penalty: 3068.987305
	Iteration 18Q: 3 clusters Score -670691.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -670727.750000 Penalty: 3068.987305
	Iteration 19Q: 3 clusters Score -670727.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -670749.562500 Penalty: 3068.987305
	Iteration 20F: 3 clusters Score -670749.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -670767.375000 Penalty: 3068.987305
	Iteration 21Q: 3 clusters Score -670767.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -670782.312500 Penalty: 3068.987305
	Iteration 22Q: 3 clusters Score -670782.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -670791.375000 Penalty: 3068.987305
	Iteration 23Q: 3 clusters Score -670791.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -670804.875000 Penalty: 3068.987305
	Iteration 24Q: 3 clusters Score -670804.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -670811.125000 Penalty: 3068.987305
	Iteration 25Q: 3 clusters Score -670811.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -670819.500000 Penalty: 3068.987305
	Iteration 26Q: 3 clusters Score -670819.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -670825.937500 Penalty: 3068.987305
	Iteration 27Q: 3 clusters Score -670825.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -670831.500000 Penalty: 3068.987305
	Iteration 28Q: 3 clusters Score -670831.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -670838.937500 Penalty: 3068.987305
	Iteration 29Q: 3 clusters Score -670838.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -670849.812500 Penalty: 3068.987305
	Iteration 30Q: 3 clusters Score -670849.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -670855.687500 Penalty: 3068.987305
	Iteration 31Q: 3 clusters Score -670855.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -670858.500000 Penalty: 3068.987305
	Iteration 32Q: 3 clusters Score -670858.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -670864.062500 Penalty: 3068.987305
	Iteration 33Q: 3 clusters Score -670864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -670868.187500 Penalty: 3068.987305
	Iteration 34Q: 3 clusters Score -670868.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -670874.375000 Penalty: 3068.987305
	Iteration 35Q: 3 clusters Score -670874.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -670876.187500 Penalty: 3068.987305
	Iteration 36Q: 3 clusters Score -670876.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -670877.562500 Penalty: 3068.987305
	Iteration 37Q: 3 clusters Score -670877.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -670881.875000 Penalty: 3068.987305
	Iteration 38Q: 3 clusters Score -670881.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -670885.812500 Penalty: 3068.987305
	Iteration 39Q: 3 clusters Score -670885.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -670889.437500 Penalty: 3068.987305
	Iteration 40F: 3 clusters Score -670889.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -670895.187500 Penalty: 3068.987305
	Iteration 41Q: 3 clusters Score -670895.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -670902.375000 Penalty: 3068.987305
	Iteration 42Q: 3 clusters Score -670902.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -670905.687500 Penalty: 3068.987305
	Iteration 43Q: 3 clusters Score -670905.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -670909.937500 Penalty: 3068.987305
	Iteration 44Q: 3 clusters Score -670909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -670913.500000 Penalty: 3068.987305
	Iteration 45Q: 3 clusters Score -670913.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -670914.625000 Penalty: 3068.987305
	Iteration 46Q: 3 clusters Score -670914.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -670917.500000 Penalty: 3068.987305
	Iteration 47Q: 3 clusters Score -670917.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -670920.500000 Penalty: 3068.987305
	Iteration 48Q: 3 clusters Score -670920.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -670923.500000 Penalty: 3068.987305
	Iteration 49Q: 3 clusters Score -670923.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -670926.000000 Penalty: 3068.987305
	Iteration 50Q: 3 clusters Score -670926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -670930.250000 Penalty: 3068.987305
	Iteration 51Q: 3 clusters Score -670930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -670932.000000 Penalty: 3068.987305
	Iteration 52Q: 3 clusters Score -670932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -670934.187500 Penalty: 3068.987305
	Iteration 53Q: 3 clusters Score -670934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -670937.937500 Penalty: 3068.987305
	Iteration 54Q: 3 clusters Score -670937.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -670939.875000 Penalty: 3068.987305
	Iteration 55Q: 3 clusters Score -670939.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -670945.500000 Penalty: 3068.987305
	Iteration 56Q: 3 clusters Score -670945.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -670949.687500 Penalty: 3068.987305
	Iteration 57Q: 3 clusters Score -670949.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -670951.500000 Penalty: 3068.987305
	Iteration 58Q: 3 clusters Score -670951.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -670956.562500 Penalty: 3068.987305
	Iteration 59Q: 3 clusters Score -670956.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -670959.625000 Penalty: 3068.987305
	Iteration 60F: 3 clusters Score -670959.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -670963.312500 Penalty: 3068.987305
	Iteration 61Q: 3 clusters Score -670963.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -670968.375000 Penalty: 3068.987305
	Iteration 62Q: 3 clusters Score -670968.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -670972.562500 Penalty: 3068.987305
	Iteration 63Q: 3 clusters Score -670972.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -670975.562500 Penalty: 3068.987305
	Iteration 64Q: 3 clusters Score -670975.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -670978.187500 Penalty: 3068.987305
	Iteration 65Q: 3 clusters Score -670978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -670977.937500 Penalty: 3068.987305
	Iteration 66Q: 3 clusters Score -670977.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -670982.187500 Penalty: 3068.987305
	Iteration 67Q: 3 clusters Score -670982.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -670985.000000 Penalty: 3068.987305
	Iteration 68Q: 3 clusters Score -670985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -670988.187500 Penalty: 3068.987305
	Iteration 69Q: 3 clusters Score -670988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -670992.062500 Penalty: 3068.987305
	Iteration 70Q: 3 clusters Score -670992.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -670995.625000 Penalty: 3068.987305
	Iteration 71Q: 3 clusters Score -670995.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -670996.562500 Penalty: 3068.987305
	Iteration 72Q: 3 clusters Score -670996.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -670999.312500 Penalty: 3068.987305
	Iteration 73Q: 3 clusters Score -670999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -671000.937500 Penalty: 3068.987305
	Iteration 74Q: 3 clusters Score -671000.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -671002.500000 Penalty: 3068.987305
	Iteration 75Q: 3 clusters Score -671002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -671002.062500 Penalty: 3068.987305
	Iteration 76Q: 3 clusters Score -671002.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -671002.687500 Penalty: 3068.987305
	Iteration 77Q: 3 clusters Score -671002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -671004.000000 Penalty: 3068.987305
	Iteration 78Q: 3 clusters Score -671004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -671004.875000 Penalty: 3068.987305
	Iteration 79Q: 3 clusters Score -671004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -671004.875000 Penalty: 3068.987305
	Iteration 80F: 3 clusters Score -671004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -671004.875000 Penalty: 3068.987305
	Iteration 81Q: 3 clusters Score -671004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -671007.562500 Penalty: 3068.987305
	Iteration 82Q: 3 clusters Score -671007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -671007.812500 Penalty: 3068.987305
	Iteration 83Q: 3 clusters Score -671007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -671008.875000 Penalty: 3068.987305
	Iteration 84Q: 3 clusters Score -671008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -671009.500000 Penalty: 3068.987305
	Iteration 85Q: 3 clusters Score -671009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -671011.000000 Penalty: 3068.987305
	Iteration 86Q: 3 clusters Score -671011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -671011.500000 Penalty: 3068.987305
	Iteration 87Q: 3 clusters Score -671011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -671011.000000 Penalty: 3068.987305
	Iteration 88Q: 3 clusters Score -671011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -671010.875000 Penalty: 3068.987305
	Iteration 89Q: 3 clusters Score -671010.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -671010.875000 Penalty: 3068.987305
	Iteration 90F: 3 clusters Score -671010.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Entering Unmasked Estep 
Score: -2668831.500000 Penalty: 1760.007812
	Iteration 0F: 2 clusters Score -2668832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -2635175.250000 Penalty: 3520.015625
	Iteration 0F: 3 clusters Score -2635175 nChanged 23672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -2648325.000000 Penalty: 3520.015625
	Iteration 1F: 3 clusters Score -2648325 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -2648656.500000 Penalty: 3520.015625
	Iteration 2Q: 3 clusters Score -2648656 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2648933.750000 Penalty: 3520.015625
	Iteration 3Q: 3 clusters Score -2648934 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2649248.250000 Penalty: 3520.015625
	Iteration 4Q: 3 clusters Score -2649248 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2649587.500000 Penalty: 3520.015625
	Iteration 5Q: 3 clusters Score -2649588 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2649997.500000 Penalty: 3520.015625
	Iteration 6Q: 3 clusters Score -2649998 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -2650509.000000 Penalty: 3520.015625
	Iteration 7Q: 3 clusters Score -2650509 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -2651234.000000 Penalty: 3520.015625
	Iteration 8Q: 3 clusters Score -2651234 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2652230.500000 Penalty: 3520.015625
	Iteration 9Q: 3 clusters Score -2652230 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -2653774.750000 Penalty: 3520.015625
	Iteration 10Q: 3 clusters Score -2653775 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -2656028.500000 Penalty: 3520.015625
	Iteration 11F: 3 clusters Score -2656028 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -2658343.000000 Penalty: 3520.015625
	Iteration 12F: 3 clusters Score -2658343 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -2659744.750000 Penalty: 3520.015625
	Iteration 13F: 3 clusters Score -2659745 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -2660349.250000 Penalty: 3520.015625
	Iteration 14Q: 3 clusters Score -2660349 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -2660564.000000 Penalty: 3520.015625
	Iteration 15Q: 3 clusters Score -2660564 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -2660673.250000 Penalty: 3520.015625
	Iteration 16Q: 3 clusters Score -2660673 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -2660758.000000 Penalty: 3520.015625
	Iteration 17Q: 3 clusters Score -2660758 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -2660839.250000 Penalty: 3520.015625
	Iteration 18Q: 3 clusters Score -2660839 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2660910.000000 Penalty: 3520.015625
	Iteration 19Q: 3 clusters Score -2660910 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -2660957.500000 Penalty: 3520.015625
	Iteration 20F: 3 clusters Score -2660958 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -2660997.500000 Penalty: 3520.015625
	Iteration 21Q: 3 clusters Score -2660998 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -2661021.250000 Penalty: 3520.015625
	Iteration 22Q: 3 clusters Score -2661021 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -2661044.500000 Penalty: 3520.015625
	Iteration 23Q: 3 clusters Score -2661044 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -2661085.250000 Penalty: 3520.015625
	Iteration 24Q: 3 clusters Score -2661085 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2661122.500000 Penalty: 3520.015625
	Iteration 25Q: 3 clusters Score -2661122 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -2661148.500000 Penalty: 3520.015625
	Iteration 26Q: 3 clusters Score -2661148 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2661172.750000 Penalty: 3520.015625
	Iteration 27Q: 3 clusters Score -2661173 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -2661184.500000 Penalty: 3520.015625
	Iteration 28Q: 3 clusters Score -2661184 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2661218.750000 Penalty: 3520.015625
	Iteration 29Q: 3 clusters Score -2661219 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -2661234.250000 Penalty: 3520.015625
	Iteration 30Q: 3 clusters Score -2661234 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -2661254.250000 Penalty: 3520.015625
	Iteration 31Q: 3 clusters Score -2661254 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -2661274.750000 Penalty: 3520.015625
	Iteration 32Q: 3 clusters Score -2661275 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -2661299.000000 Penalty: 3520.015625
	Iteration 33Q: 3 clusters Score -2661299 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -2661327.500000 Penalty: 3520.015625
	Iteration 34Q: 3 clusters Score -2661328 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -2661346.000000 Penalty: 3520.015625
	Iteration 35Q: 3 clusters Score -2661346 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2661372.000000 Penalty: 3520.015625
	Iteration 36Q: 3 clusters Score -2661372 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -2661382.500000 Penalty: 3520.015625
	Iteration 37Q: 3 clusters Score -2661382 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -2661399.000000 Penalty: 3520.015625
	Iteration 38Q: 3 clusters Score -2661399 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -2661419.250000 Penalty: 3520.015625
	Iteration 39Q: 3 clusters Score -2661419 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -2661433.000000 Penalty: 3520.015625
	Iteration 40F: 3 clusters Score -2661433 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -2661446.750000 Penalty: 3520.015625
	Iteration 41Q: 3 clusters Score -2661447 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -2661479.250000 Penalty: 3520.015625
	Iteration 42Q: 3 clusters Score -2661479 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -2661490.000000 Penalty: 3520.015625
	Iteration 43Q: 3 clusters Score -2661490 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -2661515.500000 Penalty: 3520.015625
	Iteration 44Q: 3 clusters Score -2661516 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -2661537.250000 Penalty: 3520.015625
	Iteration 45Q: 3 clusters Score -2661537 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2661555.750000 Penalty: 3520.015625
	Iteration 46Q: 3 clusters Score -2661556 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2661582.750000 Penalty: 3520.015625
	Iteration 47Q: 3 clusters Score -2661583 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -2661600.750000 Penalty: 3520.015625
	Iteration 48Q: 3 clusters Score -2661601 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -2661614.250000 Penalty: 3520.015625
	Iteration 49Q: 3 clusters Score -2661614 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -2661646.500000 Penalty: 3520.015625
	Iteration 50Q: 3 clusters Score -2661646 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -2661659.000000 Penalty: 3520.015625
	Iteration 51Q: 3 clusters Score -2661659 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2661682.250000 Penalty: 3520.015625
	Iteration 52Q: 3 clusters Score -2661682 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -2661693.750000 Penalty: 3520.015625
	Iteration 53Q: 3 clusters Score -2661694 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -2661708.500000 Penalty: 3520.015625
	Iteration 54Q: 3 clusters Score -2661708 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2661713.750000 Penalty: 3520.015625
	Iteration 55Q: 3 clusters Score -2661714 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2661743.500000 Penalty: 3520.015625
	Iteration 56Q: 3 clusters Score -2661744 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2661774.000000 Penalty: 3520.015625
	Iteration 57Q: 3 clusters Score -2661774 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2661781.250000 Penalty: 3520.015625
	Iteration 58Q: 3 clusters Score -2661781 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2661801.250000 Penalty: 3520.015625
	Iteration 59Q: 3 clusters Score -2661801 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2661818.750000 Penalty: 3520.015625
	Iteration 60F: 3 clusters Score -2661819 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2661848.500000 Penalty: 3520.015625
	Iteration 61Q: 3 clusters Score -2661848 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2661875.250000 Penalty: 3520.015625
	Iteration 62Q: 3 clusters Score -2661875 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2661914.500000 Penalty: 3520.015625
	Iteration 63Q: 3 clusters Score -2661914 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2661932.500000 Penalty: 3520.015625
	Iteration 64Q: 3 clusters Score -2661932 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2661945.250000 Penalty: 3520.015625
	Iteration 65Q: 3 clusters Score -2661945 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2661964.500000 Penalty: 3520.015625
	Iteration 66Q: 3 clusters Score -2661964 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2661976.000000 Penalty: 3520.015625
	Iteration 67Q: 3 clusters Score -2661976 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2662027.250000 Penalty: 3520.015625
	Iteration 68Q: 3 clusters Score -2662027 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2662039.750000 Penalty: 3520.015625
	Iteration 69Q: 3 clusters Score -2662040 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2662068.000000 Penalty: 3520.015625
	Iteration 70Q: 3 clusters Score -2662068 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2662079.500000 Penalty: 3520.015625
	Iteration 71Q: 3 clusters Score -2662080 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2662114.000000 Penalty: 3520.015625
	Iteration 72Q: 3 clusters Score -2662114 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2662127.250000 Penalty: 3520.015625
	Iteration 73Q: 3 clusters Score -2662127 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2662149.000000 Penalty: 3520.015625
	Iteration 74Q: 3 clusters Score -2662149 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2662193.000000 Penalty: 3520.015625
	Iteration 75Q: 3 clusters Score -2662193 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2662224.250000 Penalty: 3520.015625
	Iteration 76Q: 3 clusters Score -2662224 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2662253 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2662268 nChanged 291
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Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2662316 nChanged 287
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Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2662388 nChanged 313
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Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2662473 nChanged 335
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Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2662512 nChanged 343
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Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2662574 nChanged 345
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Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2662613 nChanged 335
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Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2662667 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2662706 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2662774 nChanged 409
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2662828 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2662908 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2662971 nChanged 390
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Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2663043 nChanged 380
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Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2663122 nChanged 409
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Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2663180 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2663263 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2663332 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2663446 nChanged 505
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Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2663564 nChanged 511
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Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2663690 nChanged 538
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2663810 nChanged 534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2663966 nChanged 581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2664104 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2664282 nChanged 527
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2664425 nChanged 499
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Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2664571 nChanged 490
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Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 8030 members 
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	Iteration 107Q: 3 clusters Score -2664719 nChanged 515
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Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 7517 members 
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	Iteration 108Q: 3 clusters Score -2664868 nChanged 503
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Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 7014 members 
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	Iteration 109Q: 3 clusters Score -2665008 nChanged 458
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Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 6556 members 
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	Iteration 110Q: 3 clusters Score -2665153 nChanged 520
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Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 6038 members 
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	Iteration 111Q: 3 clusters Score -2665324 nChanged 528
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Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2665524 nChanged 506
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Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2665710 nChanged 472
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Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2665894 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2666063 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2666234 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2666381 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2666530 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2666648 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2666767 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2666857 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2666922 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2666988 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2667032 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2667076 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2667116 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2667158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2667184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2667201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2667222.500000 Penalty: 3520.015625
	Iteration 130Q: 3 clusters Score -2667222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2667242.000000 Penalty: 3520.015625
	Iteration 131Q: 3 clusters Score -2667242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2667261.750000 Penalty: 3520.015625
	Iteration 132Q: 3 clusters Score -2667262 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2667277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2667288 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2667305 nChanged 36
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Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2667314 nChanged 19
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Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2667313 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2667318 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2667321.250000 Penalty: 3520.015625
	Iteration 139Q: 3 clusters Score -2667321 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2667324.750000 Penalty: 3520.015625
	Iteration 140F: 3 clusters Score -2667325 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2667336.000000 Penalty: 3520.015625
	Iteration 141Q: 3 clusters Score -2667336 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2667340.000000 Penalty: 3520.015625
	Iteration 142Q: 3 clusters Score -2667340 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2667348.750000 Penalty: 3520.015625
	Iteration 143Q: 3 clusters Score -2667349 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2667346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2667349.000000 Penalty: 3520.015625
	Iteration 145Q: 3 clusters Score -2667349 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2667351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2667361 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2667358 nChanged 13
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Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2667364 nChanged 10
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Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2667370 nChanged 6
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Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2667371 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2667376 nChanged 7
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Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2667375 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2667383 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2667382 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2667376 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2667381.000000 Penalty: 3520.015625
	Iteration 157Q: 3 clusters Score -2667381 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2667381 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2667382 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2667382 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2667384 nChanged 0
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Entering Unmasked Estep 
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	Iteration 162F: 3 clusters Score -2667384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180675 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -9181502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90804 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9060120 nChanged 87361
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Mstep: Class 1 contains 99335 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9111504 nChanged 6082
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Mstep: Class 1 contains 104919 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9113439 nChanged 8759
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113570 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9117272 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126772 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -9125846.000000 Penalty: 3933.947754
	Iteration 4F: 3 clusters Score -9125846 nChanged 17768
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144540 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -9141600.000000 Penalty: 3933.947754
	Iteration 5F: 3 clusters Score -9141600 nChanged 18614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163154 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -9161164.000000 Penalty: 3933.947754
	Iteration 6F: 3 clusters Score -9161164 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175374 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -9174355.000000 Penalty: 3933.947754
	Iteration 7F: 3 clusters Score -9174355 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179618 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9178633.000000 Penalty: 3933.947754
	Iteration 8Q: 3 clusters Score -9178633 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180435 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9179431.000000 Penalty: 3933.947754
	Iteration 9Q: 3 clusters Score -9179431 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180550 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9179605.000000 Penalty: 3933.947754
	Iteration 10Q: 3 clusters Score -9179605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180572 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9179676.000000 Penalty: 3933.947754
	Iteration 11Q: 3 clusters Score -9179676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180576 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9179710.000000 Penalty: 3933.947754
	Iteration 12Q: 3 clusters Score -9179710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180580 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9179722.000000 Penalty: 3933.947754
	Iteration 13Q: 3 clusters Score -9179722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180580 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9179722.000000 Penalty: 3933.947754
	Iteration 14F: 3 clusters Score -9179722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Entering Unmasked Estep 
Score: -504701.093750 Penalty: 1499.643066
	Iteration 0F: 2 clusters Score -504701.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -497359.031250 Penalty: 2999.286133
	Iteration 0F: 3 clusters Score -497359 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -499709.656250 Penalty: 2999.286133
	Iteration 1F: 3 clusters Score -499709.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -499933.906250 Penalty: 2999.286133
	Iteration 2F: 3 clusters Score -499933.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -500095.125000 Penalty: 2999.286133
	Iteration 3Q: 3 clusters Score -500095.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -500209.531250 Penalty: 2999.286133
	Iteration 4Q: 3 clusters Score -500209.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -500299.500000 Penalty: 2999.286133
	Iteration 5Q: 3 clusters Score -500299.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -500368.218750 Penalty: 2999.286133
	Iteration 6Q: 3 clusters Score -500368.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -500436.843750 Penalty: 2999.286133
	Iteration 7Q: 3 clusters Score -500436.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -500520.875000 Penalty: 2999.286133
	Iteration 8Q: 3 clusters Score -500520.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -500614.593750 Penalty: 2999.286133
	Iteration 9Q: 3 clusters Score -500614.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -500732.312500 Penalty: 2999.286133
	Iteration 10Q: 3 clusters Score -500732.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -500916.906250 Penalty: 2999.286133
	Iteration 11Q: 3 clusters Score -500916.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -501179.937500 Penalty: 2999.286133
	Iteration 12Q: 3 clusters Score -501179.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -501491.656250 Penalty: 2999.286133
	Iteration 13Q: 3 clusters Score -501491.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -501882.812500 Penalty: 2999.286133
	Iteration 14F: 3 clusters Score -501882.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -502263.843750 Penalty: 2999.286133
	Iteration 15Q: 3 clusters Score -502263.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -502569.625000 Penalty: 2999.286133
	Iteration 16Q: 3 clusters Score -502569.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -502834.375000 Penalty: 2999.286133
	Iteration 17Q: 3 clusters Score -502834.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -503016.468750 Penalty: 2999.286133
	Iteration 18Q: 3 clusters Score -503016.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -503142.375000 Penalty: 2999.286133
	Iteration 19Q: 3 clusters Score -503142.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -503217.687500 Penalty: 2999.286133
	Iteration 20F: 3 clusters Score -503217.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -503267.500000 Penalty: 2999.286133
	Iteration 21Q: 3 clusters Score -503267.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -503301.187500 Penalty: 2999.286133
	Iteration 22Q: 3 clusters Score -503301.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -503327.156250 Penalty: 2999.286133
	Iteration 23Q: 3 clusters Score -503327.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -503341.218750 Penalty: 2999.286133
	Iteration 24Q: 3 clusters Score -503341.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -503353.906250 Penalty: 2999.286133
	Iteration 25Q: 3 clusters Score -503353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -503359.531250 Penalty: 2999.286133
	Iteration 26Q: 3 clusters Score -503359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -503363.156250 Penalty: 2999.286133
	Iteration 27Q: 3 clusters Score -503363.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -503368.218750 Penalty: 2999.286133
	Iteration 28Q: 3 clusters Score -503368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -503371.656250 Penalty: 2999.286133
	Iteration 29Q: 3 clusters Score -503371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -503372.781250 Penalty: 2999.286133
	Iteration 30Q: 3 clusters Score -503372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -503373.812500 Penalty: 2999.286133
	Iteration 31Q: 3 clusters Score -503373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -503374.906250 Penalty: 2999.286133
	Iteration 32Q: 3 clusters Score -503374.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -503374.906250 Penalty: 2999.286133
	Iteration 33F: 3 clusters Score -503374.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -383939.281250 Penalty: 1440.130615
	Iteration 0F: 2 clusters Score -383939.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -378674.812500 Penalty: 2880.261230
	Iteration 0F: 3 clusters Score -378674.8 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -380244.687500 Penalty: 2880.261230
	Iteration 1F: 3 clusters Score -380244.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -380501.906250 Penalty: 2880.261230
	Iteration 2F: 3 clusters Score -380501.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -380730.781250 Penalty: 2880.261230
	Iteration 3F: 3 clusters Score -380730.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -380927.000000 Penalty: 2880.261230
	Iteration 4Q: 3 clusters Score -380927 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -381125.937500 Penalty: 2880.261230
	Iteration 5Q: 3 clusters Score -381125.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -381338.937500 Penalty: 2880.261230
	Iteration 6Q: 3 clusters Score -381338.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -381552.718750 Penalty: 2880.261230
	Iteration 7Q: 3 clusters Score -381552.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -381749.906250 Penalty: 2880.261230
	Iteration 8Q: 3 clusters Score -381749.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -381924.343750 Penalty: 2880.261230
	Iteration 9Q: 3 clusters Score -381924.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -382067.250000 Penalty: 2880.261230
	Iteration 10Q: 3 clusters Score -382067.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -382179.156250 Penalty: 2880.261230
	Iteration 11Q: 3 clusters Score -382179.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -382281.281250 Penalty: 2880.261230
	Iteration 12Q: 3 clusters Score -382281.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -382352.781250 Penalty: 2880.261230
	Iteration 13Q: 3 clusters Score -382352.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -382413.593750 Penalty: 2880.261230
	Iteration 14Q: 3 clusters Score -382413.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -382465.656250 Penalty: 2880.261230
	Iteration 15Q: 3 clusters Score -382465.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -382504.875000 Penalty: 2880.261230
	Iteration 16Q: 3 clusters Score -382504.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -382543.906250 Penalty: 2880.261230
	Iteration 17Q: 3 clusters Score -382543.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -382565.781250 Penalty: 2880.261230
	Iteration 18Q: 3 clusters Score -382565.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -382584.218750 Penalty: 2880.261230
	Iteration 19Q: 3 clusters Score -382584.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -382597.750000 Penalty: 2880.261230
	Iteration 20F: 3 clusters Score -382597.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -382606.656250 Penalty: 2880.261230
	Iteration 21Q: 3 clusters Score -382606.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -382615.031250 Penalty: 2880.261230
	Iteration 22Q: 3 clusters Score -382615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -382624.906250 Penalty: 2880.261230
	Iteration 23Q: 3 clusters Score -382624.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -382637.375000 Penalty: 2880.261230
	Iteration 24Q: 3 clusters Score -382637.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -382650.500000 Penalty: 2880.261230
	Iteration 25Q: 3 clusters Score -382650.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -382660.812500 Penalty: 2880.261230
	Iteration 26Q: 3 clusters Score -382660.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -382672.312500 Penalty: 2880.261230
	Iteration 27Q: 3 clusters Score -382672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -382681.250000 Penalty: 2880.261230
	Iteration 28Q: 3 clusters Score -382681.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -382693.562500 Penalty: 2880.261230
	Iteration 29Q: 3 clusters Score -382693.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -382704.093750 Penalty: 2880.261230
	Iteration 30Q: 3 clusters Score -382704.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -382714.000000 Penalty: 2880.261230
	Iteration 31Q: 3 clusters Score -382714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -382721.843750 Penalty: 2880.261230
	Iteration 32Q: 3 clusters Score -382721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -382722.343750 Penalty: 2880.261230
	Iteration 33Q: 3 clusters Score -382722.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -382722.343750 Penalty: 2880.261230
	Iteration 34F: 3 clusters Score -382722.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53964 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12620 members 
Mstep: Class 15 contains 50555 members 
Mstep: Class 16 contains 180675 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850430.000000 Penalty: 27336.611328
Iteration 199Q: 14 clusters Score -2.085043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53964 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12615 members 
Mstep: Class 15 contains 50555 members 
Mstep: Class 16 contains 180680 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850440.000000 Penalty: 27336.611328
Iteration 200F: 14 clusters Score -2.085044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53964 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12607 members 
Mstep: Class 15 contains 50554 members 
Mstep: Class 16 contains 180689 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850442.000000 Penalty: 27336.611328
Iteration 201Q: 14 clusters Score -2.085044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53963 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12599 members 
Mstep: Class 15 contains 50553 members 
Mstep: Class 16 contains 180700 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850414.000000 Penalty: 27336.611328
Iteration 202Q: 14 clusters Score -2.085041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53963 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12593 members 
Mstep: Class 15 contains 50553 members 
Mstep: Class 16 contains 180706 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850414.000000 Penalty: 27336.611328
Iteration 203Q: 14 clusters Score -2.085041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53963 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12590 members 
Mstep: Class 15 contains 50551 members 
Mstep: Class 16 contains 180711 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850412.000000 Penalty: 27336.611328
Iteration 204Q: 14 clusters Score -2.085041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53963 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40820 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12586 members 
Mstep: Class 15 contains 50548 members 
Mstep: Class 16 contains 180719 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850400.000000 Penalty: 27336.611328
Iteration 205Q: 14 clusters Score -2.08504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53964 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 8 contains 40818 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 12 contains 12578 members 
Mstep: Class 15 contains 50547 members 
Mstep: Class 16 contains 180729 members 
Mstep: Class 20 contains 10185 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850410.000000 Penalty: 27336.611328
Iteration 206Q: 14 clusters Score -2.085041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 53965 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40816 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 12 contains 12572 members 
Mstep: Class 15 contains 50546 members 
Mstep: Class 16 contains 180739 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850428.000000 Penalty: 27336.611328
Iteration 207Q: 14 clusters Score -2.085043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53962 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40815 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 12 contains 12571 members 
Mstep: Class 15 contains 50545 members 
Mstep: Class 16 contains 180745 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850414.000000 Penalty: 27336.611328
Iteration 208Q: 14 clusters Score -2.085041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53961 members 
Mstep: Class 4 contains 23993 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40814 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 12 contains 12567 members 
Mstep: Class 15 contains 50545 members 
Mstep: Class 16 contains 180752 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850418.000000 Penalty: 27336.611328
Iteration 209Q: 14 clusters Score -2.085042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53960 members 
Mstep: Class 4 contains 23993 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40814 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 12 contains 12562 members 
Mstep: Class 15 contains 50545 members 
Mstep: Class 16 contains 180758 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850412.000000 Penalty: 27336.611328
Iteration 210Q: 14 clusters Score -2.085041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53960 members 
Mstep: Class 4 contains 23993 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40813 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 12 contains 12561 members 
Mstep: Class 15 contains 50544 members 
Mstep: Class 16 contains 180761 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850412.000000 Penalty: 27336.611328
Iteration 211Q: 14 clusters Score -2.085041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53960 members 
Mstep: Class 4 contains 23993 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40810 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 12 contains 12558 members 
Mstep: Class 15 contains 50544 members 
Mstep: Class 16 contains 180767 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850406.000000 Penalty: 27336.611328
Iteration 212Q: 14 clusters Score -2.085041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53960 members 
Mstep: Class 4 contains 23993 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40806 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 15 contains 50543 members 
Mstep: Class 16 contains 180774 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850408.000000 Penalty: 27336.611328
Iteration 213Q: 14 clusters Score -2.085041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53961 members 
Mstep: Class 4 contains 23993 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40801 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 12 contains 12552 members 
Mstep: Class 15 contains 50543 members 
Mstep: Class 16 contains 180782 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850424.000000 Penalty: 27336.611328
Iteration 214Q: 14 clusters Score -2.085042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53961 members 
Mstep: Class 4 contains 23993 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40798 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12551 members 
Mstep: Class 15 contains 50542 members 
Mstep: Class 16 contains 180789 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850404.000000 Penalty: 27336.611328
Iteration 215Q: 14 clusters Score -2.08504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53961 members 
Mstep: Class 4 contains 23993 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40795 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12550 members 
Mstep: Class 15 contains 50541 members 
Mstep: Class 16 contains 180796 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850424.000000 Penalty: 27336.611328
Iteration 216Q: 14 clusters Score -2.085042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53961 members 
Mstep: Class 4 contains 23993 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40794 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12550 members 
Mstep: Class 15 contains 50540 members 
Mstep: Class 16 contains 180799 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850420.000000 Penalty: 27336.611328
Iteration 217Q: 14 clusters Score -2.085042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53961 members 
Mstep: Class 4 contains 23992 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40792 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12550 members 
Mstep: Class 15 contains 50539 members 
Mstep: Class 16 contains 180804 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850422.000000 Penalty: 27336.611328
Iteration 218Q: 14 clusters Score -2.085042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53961 members 
Mstep: Class 4 contains 23990 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40790 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12550 members 
Mstep: Class 15 contains 50539 members 
Mstep: Class 16 contains 180808 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850416.000000 Penalty: 27336.611328
Iteration 219Q: 14 clusters Score -2.085042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 53961 members 
Mstep: Class 4 contains 23990 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 8 contains 40790 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 12 contains 12550 members 
Mstep: Class 15 contains 50539 members 
Mstep: Class 16 contains 180808 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20850416.000000 Penalty: 27336.611328
Iteration 220F: 14 clusters Score -2.085042e+07 nChanged 0
Entering ConstructFrom: 
Score: -20850416.000000 Penalty: 27336.611328
Entering ConstructFrom: 
Trying to split cluster 1 (21183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Entering Unmasked Estep 
Score: -1120512.875000 Penalty: 1618.655151
	Iteration 0F: 2 clusters Score -1120513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1106109.875000 Penalty: 3237.310303
	Iteration 0F: 3 clusters Score -1106110 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1111333.375000 Penalty: 3237.310303
	Iteration 1F: 3 clusters Score -1111333 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1111611.125000 Penalty: 3237.310303
	Iteration 2Q: 3 clusters Score -1111611 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1111848.125000 Penalty: 3237.310303
	Iteration 3Q: 3 clusters Score -1111848 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1112079.375000 Penalty: 3237.310303
	Iteration 4Q: 3 clusters Score -1112079 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1112362.500000 Penalty: 3237.310303
	Iteration 5Q: 3 clusters Score -1112362 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1112724.000000 Penalty: 3237.310303
	Iteration 6Q: 3 clusters Score -1112724 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1113205.750000 Penalty: 3237.310303
	Iteration 7Q: 3 clusters Score -1113206 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1113809.625000 Penalty: 3237.310303
	Iteration 8Q: 3 clusters Score -1113810 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1114571.750000 Penalty: 3237.310303
	Iteration 9F: 3 clusters Score -1114572 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1115412.125000 Penalty: 3237.310303
	Iteration 10F: 3 clusters Score -1115412 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1116133.875000 Penalty: 3237.310303
	Iteration 11F: 3 clusters Score -1116134 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1116557.250000 Penalty: 3237.310303
	Iteration 12Q: 3 clusters Score -1116557 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1116764.250000 Penalty: 3237.310303
	Iteration 13Q: 3 clusters Score -1116764 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1116871.625000 Penalty: 3237.310303
	Iteration 14Q: 3 clusters Score -1116872 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1116925.375000 Penalty: 3237.310303
	Iteration 15Q: 3 clusters Score -1116925 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1116981.000000 Penalty: 3237.310303
	Iteration 16Q: 3 clusters Score -1116981 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1117016.750000 Penalty: 3237.310303
	Iteration 17Q: 3 clusters Score -1117017 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1117053.750000 Penalty: 3237.310303
	Iteration 18Q: 3 clusters Score -1117054 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1117086.875000 Penalty: 3237.310303
	Iteration 19Q: 3 clusters Score -1117087 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1117109.125000 Penalty: 3237.310303
	Iteration 20F: 3 clusters Score -1117109 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1117141.625000 Penalty: 3237.310303
	Iteration 21Q: 3 clusters Score -1117142 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1117159.375000 Penalty: 3237.310303
	Iteration 22Q: 3 clusters Score -1117159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1117179.000000 Penalty: 3237.310303
	Iteration 23Q: 3 clusters Score -1117179 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1117199.375000 Penalty: 3237.310303
	Iteration 24Q: 3 clusters Score -1117199 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1117214.125000 Penalty: 3237.310303
	Iteration 25Q: 3 clusters Score -1117214 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1117229.500000 Penalty: 3237.310303
	Iteration 26Q: 3 clusters Score -1117230 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1117254.500000 Penalty: 3237.310303
	Iteration 27Q: 3 clusters Score -1117254 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1117277.250000 Penalty: 3237.310303
	Iteration 28Q: 3 clusters Score -1117277 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1117298.125000 Penalty: 3237.310303
	Iteration 29Q: 3 clusters Score -1117298 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1117328.375000 Penalty: 3237.310303
	Iteration 30Q: 3 clusters Score -1117328 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1117349.250000 Penalty: 3237.310303
	Iteration 31Q: 3 clusters Score -1117349 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1117380.500000 Penalty: 3237.310303
	Iteration 32Q: 3 clusters Score -1117380 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1117402.000000 Penalty: 3237.310303
	Iteration 33Q: 3 clusters Score -1117402 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1117439.375000 Penalty: 3237.310303
	Iteration 34Q: 3 clusters Score -1117439 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1117466.625000 Penalty: 3237.310303
	Iteration 35Q: 3 clusters Score -1117467 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1117502.375000 Penalty: 3237.310303
	Iteration 36Q: 3 clusters Score -1117502 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1117547.375000 Penalty: 3237.310303
	Iteration 37Q: 3 clusters Score -1117547 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1117593.750000 Penalty: 3237.310303
	Iteration 38Q: 3 clusters Score -1117594 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1117635.500000 Penalty: 3237.310303
	Iteration 39Q: 3 clusters Score -1117636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1117674.000000 Penalty: 3237.310303
	Iteration 40F: 3 clusters Score -1117674 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1117717.125000 Penalty: 3237.310303
	Iteration 41Q: 3 clusters Score -1117717 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1117756.500000 Penalty: 3237.310303
	Iteration 42Q: 3 clusters Score -1117756 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1117797.375000 Penalty: 3237.310303
	Iteration 43Q: 3 clusters Score -1117797 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1117837.125000 Penalty: 3237.310303
	Iteration 44Q: 3 clusters Score -1117837 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1117884.375000 Penalty: 3237.310303
	Iteration 45Q: 3 clusters Score -1117884 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1117935.875000 Penalty: 3237.310303
	Iteration 46Q: 3 clusters Score -1117936 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1117980.625000 Penalty: 3237.310303
	Iteration 47Q: 3 clusters Score -1117981 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1118033.375000 Penalty: 3237.310303
	Iteration 48Q: 3 clusters Score -1118033 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1118091.875000 Penalty: 3237.310303
	Iteration 49Q: 3 clusters Score -1118092 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1118148.000000 Penalty: 3237.310303
	Iteration 50Q: 3 clusters Score -1118148 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1118209.875000 Penalty: 3237.310303
	Iteration 51Q: 3 clusters Score -1118210 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1118269.750000 Penalty: 3237.310303
	Iteration 52Q: 3 clusters Score -1118270 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1118317.375000 Penalty: 3237.310303
	Iteration 53Q: 3 clusters Score -1118317 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -1118370.375000 Penalty: 3237.310303
	Iteration 54Q: 3 clusters Score -1118370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -1118415.625000 Penalty: 3237.310303
	Iteration 55Q: 3 clusters Score -1118416 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1118450.875000 Penalty: 3237.310303
	Iteration 56Q: 3 clusters Score -1118451 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -1118498.875000 Penalty: 3237.310303
	Iteration 57Q: 3 clusters Score -1118499 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -1118539.875000 Penalty: 3237.310303
	Iteration 58Q: 3 clusters Score -1118540 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -1118579.250000 Penalty: 3237.310303
	Iteration 59Q: 3 clusters Score -1118579 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1118616.000000 Penalty: 3237.310303
	Iteration 60F: 3 clusters Score -1118616 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1118648.750000 Penalty: 3237.310303
	Iteration 61Q: 3 clusters Score -1118649 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -1118682.750000 Penalty: 3237.310303
	Iteration 62Q: 3 clusters Score -1118683 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -1118710.625000 Penalty: 3237.310303
	Iteration 63Q: 3 clusters Score -1118711 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1118749.375000 Penalty: 3237.310303
	Iteration 64Q: 3 clusters Score -1118749 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -1118789.125000 Penalty: 3237.310303
	Iteration 65Q: 3 clusters Score -1118789 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -1118823.375000 Penalty: 3237.310303
	Iteration 66Q: 3 clusters Score -1118823 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -1118852.875000 Penalty: 3237.310303
	Iteration 67Q: 3 clusters Score -1118853 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -1118876.625000 Penalty: 3237.310303
	Iteration 68Q: 3 clusters Score -1118877 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1118900.750000 Penalty: 3237.310303
	Iteration 69Q: 3 clusters Score -1118901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -1118921.875000 Penalty: 3237.310303
	Iteration 70Q: 3 clusters Score -1118922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -1118932.125000 Penalty: 3237.310303
	Iteration 71Q: 3 clusters Score -1118932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -1118942.875000 Penalty: 3237.310303
	Iteration 72Q: 3 clusters Score -1118943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -1118953.500000 Penalty: 3237.310303
	Iteration 73Q: 3 clusters Score -1118954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -1118962.125000 Penalty: 3237.310303
	Iteration 74Q: 3 clusters Score -1118962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -1118969.375000 Penalty: 3237.310303
	Iteration 75Q: 3 clusters Score -1118969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -1118980.250000 Penalty: 3237.310303
	Iteration 76Q: 3 clusters Score -1118980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -1118988.250000 Penalty: 3237.310303
	Iteration 77Q: 3 clusters Score -1118988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -1118996.000000 Penalty: 3237.310303
	Iteration 78Q: 3 clusters Score -1118996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1119000.500000 Penalty: 3237.310303
	Iteration 79Q: 3 clusters Score -1119000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -1119003.500000 Penalty: 3237.310303
	Iteration 80F: 3 clusters Score -1119004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -1119009.875000 Penalty: 3237.310303
	Iteration 81Q: 3 clusters Score -1119010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -1119017.375000 Penalty: 3237.310303
	Iteration 82Q: 3 clusters Score -1119017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1119023.875000 Penalty: 3237.310303
	Iteration 83Q: 3 clusters Score -1119024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -1119029.125000 Penalty: 3237.310303
	Iteration 84Q: 3 clusters Score -1119029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1119036.875000 Penalty: 3237.310303
	Iteration 85Q: 3 clusters Score -1119037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -1119042.125000 Penalty: 3237.310303
	Iteration 86Q: 3 clusters Score -1119042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -1119042.500000 Penalty: 3237.310303
	Iteration 87Q: 3 clusters Score -1119042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -1119053.500000 Penalty: 3237.310303
	Iteration 88Q: 3 clusters Score -1119054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1119057.750000 Penalty: 3237.310303
	Iteration 89Q: 3 clusters Score -1119058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1119067.500000 Penalty: 3237.310303
	Iteration 90Q: 3 clusters Score -1119068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1119073.625000 Penalty: 3237.310303
	Iteration 91Q: 3 clusters Score -1119074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -1119081.250000 Penalty: 3237.310303
	Iteration 92Q: 3 clusters Score -1119081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -1119081.125000 Penalty: 3237.310303
	Iteration 93Q: 3 clusters Score -1119081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1119084.125000 Penalty: 3237.310303
	Iteration 94Q: 3 clusters Score -1119084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1119087.250000 Penalty: 3237.310303
	Iteration 95Q: 3 clusters Score -1119087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -1119089.875000 Penalty: 3237.310303
	Iteration 96Q: 3 clusters Score -1119090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -1119089.875000 Penalty: 3237.310303
	Iteration 97F: 3 clusters Score -1119090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -130777.093750 Penalty: 1271.277344
	Iteration 0F: 2 clusters Score -130777.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -128403.734375 Penalty: 2542.554688
	Iteration 0F: 3 clusters Score -128403.7 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -128958.187500 Penalty: 2542.554688
	Iteration 1F: 3 clusters Score -128958.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -129080.210938 Penalty: 2542.554688
	Iteration 2F: 3 clusters Score -129080.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -129142.195312 Penalty: 2542.554688
	Iteration 3Q: 3 clusters Score -129142.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -129189.015625 Penalty: 2542.554688
	Iteration 4Q: 3 clusters Score -129189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -129220.742188 Penalty: 2542.554688
	Iteration 5Q: 3 clusters Score -129220.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -129237.437500 Penalty: 2542.554688
	Iteration 6Q: 3 clusters Score -129237.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -129251.468750 Penalty: 2542.554688
	Iteration 7Q: 3 clusters Score -129251.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -129263.976562 Penalty: 2542.554688
	Iteration 8Q: 3 clusters Score -129264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -129274.226562 Penalty: 2542.554688
	Iteration 9Q: 3 clusters Score -129274.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -129282.687500 Penalty: 2542.554688
	Iteration 10Q: 3 clusters Score -129282.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -129291.671875 Penalty: 2542.554688
	Iteration 11Q: 3 clusters Score -129291.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -129298.828125 Penalty: 2542.554688
	Iteration 12Q: 3 clusters Score -129298.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -129304.070312 Penalty: 2542.554688
	Iteration 13Q: 3 clusters Score -129304.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -129306.585938 Penalty: 2542.554688
	Iteration 14Q: 3 clusters Score -129306.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -129310.093750 Penalty: 2542.554688
	Iteration 15Q: 3 clusters Score -129310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -129311.734375 Penalty: 2542.554688
	Iteration 16Q: 3 clusters Score -129311.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -129317.226562 Penalty: 2542.554688
	Iteration 17Q: 3 clusters Score -129317.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -129321.054688 Penalty: 2542.554688
	Iteration 18Q: 3 clusters Score -129321.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -129326.484375 Penalty: 2542.554688
	Iteration 19Q: 3 clusters Score -129326.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -129328.695312 Penalty: 2542.554688
	Iteration 20F: 3 clusters Score -129328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -129330.812500 Penalty: 2542.554688
	Iteration 21Q: 3 clusters Score -129330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -129332.835938 Penalty: 2542.554688
	Iteration 22Q: 3 clusters Score -129332.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -129333.921875 Penalty: 2542.554688
	Iteration 23Q: 3 clusters Score -129333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -129334.523438 Penalty: 2542.554688
	Iteration 24Q: 3 clusters Score -129334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -129336.898438 Penalty: 2542.554688
	Iteration 25Q: 3 clusters Score -129336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -129338.484375 Penalty: 2542.554688
	Iteration 26Q: 3 clusters Score -129338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -129341.125000 Penalty: 2542.554688
	Iteration 27Q: 3 clusters Score -129341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -129342.351562 Penalty: 2542.554688
	Iteration 28Q: 3 clusters Score -129342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -129343.062500 Penalty: 2542.554688
	Iteration 29Q: 3 clusters Score -129343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -129343.421875 Penalty: 2542.554688
	Iteration 30Q: 3 clusters Score -129343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -129344.117188 Penalty: 2542.554688
	Iteration 31Q: 3 clusters Score -129344.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -129344.750000 Penalty: 2542.554688
	Iteration 32Q: 3 clusters Score -129344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -129345.007812 Penalty: 2542.554688
	Iteration 33Q: 3 clusters Score -129345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -129345.007812 Penalty: 2542.554688
	Iteration 34F: 3 clusters Score -129345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Entering Unmasked Estep 
Score: -2839429.750000 Penalty: 1770.602783
	Iteration 0F: 2 clusters Score -2839430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -2803536.250000 Penalty: 3541.205566
	Iteration 0F: 3 clusters Score -2803536 nChanged 25388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -2817663.000000 Penalty: 3541.205566
	Iteration 1F: 3 clusters Score -2817663 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -2818237.500000 Penalty: 3541.205566
	Iteration 2Q: 3 clusters Score -2818238 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2818889.750000 Penalty: 3541.205566
	Iteration 3Q: 3 clusters Score -2818890 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2819775.500000 Penalty: 3541.205566
	Iteration 4Q: 3 clusters Score -2819776 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2821101.000000 Penalty: 3541.205566
	Iteration 5Q: 3 clusters Score -2821101 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2823217.750000 Penalty: 3541.205566
	Iteration 6F: 3 clusters Score -2823218 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2826341.250000 Penalty: 3541.205566
	Iteration 7F: 3 clusters Score -2826341 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2829995.750000 Penalty: 3541.205566
	Iteration 8F: 3 clusters Score -2829996 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2833299.000000 Penalty: 3541.205566
	Iteration 9F: 3 clusters Score -2833299 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2835591.250000 Penalty: 3541.205566
	Iteration 10Q: 3 clusters Score -2835591 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2836798.250000 Penalty: 3541.205566
	Iteration 11Q: 3 clusters Score -2836798 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2837344.250000 Penalty: 3541.205566
	Iteration 12Q: 3 clusters Score -2837344 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2837616.500000 Penalty: 3541.205566
	Iteration 13Q: 3 clusters Score -2837616 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2837766.000000 Penalty: 3541.205566
	Iteration 14Q: 3 clusters Score -2837766 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2837853.500000 Penalty: 3541.205566
	Iteration 15Q: 3 clusters Score -2837854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2837897.250000 Penalty: 3541.205566
	Iteration 16Q: 3 clusters Score -2837897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2837923.250000 Penalty: 3541.205566
	Iteration 17Q: 3 clusters Score -2837923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2837954.750000 Penalty: 3541.205566
	Iteration 18Q: 3 clusters Score -2837955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2837953.250000 Penalty: 3541.205566
	Iteration 19Q: 3 clusters Score -2837953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2837966.000000 Penalty: 3541.205566
	Iteration 20F: 3 clusters Score -2837966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2837970.000000 Penalty: 3541.205566
	Iteration 21Q: 3 clusters Score -2837970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2837978.500000 Penalty: 3541.205566
	Iteration 22Q: 3 clusters Score -2837978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2837976.250000 Penalty: 3541.205566
	Iteration 23Q: 3 clusters Score -2837976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2837978.250000 Penalty: 3541.205566
	Iteration 24Q: 3 clusters Score -2837978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2837988.250000 Penalty: 3541.205566
	Iteration 25Q: 3 clusters Score -2837988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2837987.500000 Penalty: 3541.205566
	Iteration 26Q: 3 clusters Score -2837988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2837987.500000 Penalty: 3541.205566
	Iteration 27F: 3 clusters Score -2837988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Entering Unmasked Estep 
Score: -1261634.750000 Penalty: 1638.876221
	Iteration 0F: 2 clusters Score -1261635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1245414.125000 Penalty: 3277.752441
	Iteration 0F: 3 clusters Score -1245414 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1251725.375000 Penalty: 3277.752441
	Iteration 1F: 3 clusters Score -1251725 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1252430.875000 Penalty: 3277.752441
	Iteration 2F: 3 clusters Score -1252431 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1253445.375000 Penalty: 3277.752441
	Iteration 3F: 3 clusters Score -1253445 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1254739.500000 Penalty: 3277.752441
	Iteration 4F: 3 clusters Score -1254740 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1255965.125000 Penalty: 3277.752441
	Iteration 5F: 3 clusters Score -1255965 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1257011.625000 Penalty: 3277.752441
	Iteration 6F: 3 clusters Score -1257012 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1257817.250000 Penalty: 3277.752441
	Iteration 7F: 3 clusters Score -1257817 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1258372.000000 Penalty: 3277.752441
	Iteration 8Q: 3 clusters Score -1258372 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1258726.500000 Penalty: 3277.752441
	Iteration 9Q: 3 clusters Score -1258726 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1258999.375000 Penalty: 3277.752441
	Iteration 10Q: 3 clusters Score -1258999 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1259252.750000 Penalty: 3277.752441
	Iteration 11Q: 3 clusters Score -1259253 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1259520.750000 Penalty: 3277.752441
	Iteration 12Q: 3 clusters Score -1259521 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1259804.500000 Penalty: 3277.752441
	Iteration 13Q: 3 clusters Score -1259804 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1260062.000000 Penalty: 3277.752441
	Iteration 14Q: 3 clusters Score -1260062 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1260276.250000 Penalty: 3277.752441
	Iteration 15Q: 3 clusters Score -1260276 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1260490.750000 Penalty: 3277.752441
	Iteration 16Q: 3 clusters Score -1260491 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1260670.500000 Penalty: 3277.752441
	Iteration 17Q: 3 clusters Score -1260670 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1260835.750000 Penalty: 3277.752441
	Iteration 18Q: 3 clusters Score -1260836 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1260990.125000 Penalty: 3277.752441
	Iteration 19Q: 3 clusters Score -1260990 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1261119.875000 Penalty: 3277.752441
	Iteration 20F: 3 clusters Score -1261120 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1261236.500000 Penalty: 3277.752441
	Iteration 21Q: 3 clusters Score -1261236 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1261341.125000 Penalty: 3277.752441
	Iteration 22Q: 3 clusters Score -1261341 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1261409.750000 Penalty: 3277.752441
	Iteration 23Q: 3 clusters Score -1261410 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1261453.625000 Penalty: 3277.752441
	Iteration 24Q: 3 clusters Score -1261454 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1261489.125000 Penalty: 3277.752441
	Iteration 25Q: 3 clusters Score -1261489 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1261528.625000 Penalty: 3277.752441
	Iteration 26Q: 3 clusters Score -1261529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1261551.500000 Penalty: 3277.752441
	Iteration 27Q: 3 clusters Score -1261552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1261570.375000 Penalty: 3277.752441
	Iteration 28Q: 3 clusters Score -1261570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1261586.750000 Penalty: 3277.752441
	Iteration 29Q: 3 clusters Score -1261587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1261602.125000 Penalty: 3277.752441
	Iteration 30Q: 3 clusters Score -1261602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1261608.750000 Penalty: 3277.752441
	Iteration 31Q: 3 clusters Score -1261609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1261615.500000 Penalty: 3277.752441
	Iteration 32Q: 3 clusters Score -1261616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1261618.875000 Penalty: 3277.752441
	Iteration 33Q: 3 clusters Score -1261619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1261623.500000 Penalty: 3277.752441
	Iteration 34Q: 3 clusters Score -1261624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1261623.250000 Penalty: 3277.752441
	Iteration 35Q: 3 clusters Score -1261623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1261621.500000 Penalty: 3277.752441
	Iteration 36Q: 3 clusters Score -1261622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1261623.875000 Penalty: 3277.752441
	Iteration 37Q: 3 clusters Score -1261624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1261622.875000 Penalty: 3277.752441
	Iteration 38Q: 3 clusters Score -1261623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1261622.750000 Penalty: 3277.752441
	Iteration 39Q: 3 clusters Score -1261623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1261622.750000 Penalty: 3277.752441
	Iteration 40F: 3 clusters Score -1261623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Entering Unmasked Estep 
Score: -503509.781250 Penalty: 1487.160522
	Iteration 0F: 2 clusters Score -503509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -496783.062500 Penalty: 2974.321045
	Iteration 0F: 3 clusters Score -496783.1 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -498912.750000 Penalty: 2974.321045
	Iteration 1F: 3 clusters Score -498912.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -499163.968750 Penalty: 2974.321045
	Iteration 2F: 3 clusters Score -499164 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -499379.843750 Penalty: 2974.321045
	Iteration 3Q: 3 clusters Score -499379.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -499581.093750 Penalty: 2974.321045
	Iteration 4Q: 3 clusters Score -499581.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -499797.625000 Penalty: 2974.321045
	Iteration 5Q: 3 clusters Score -499797.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -500032.437500 Penalty: 2974.321045
	Iteration 6Q: 3 clusters Score -500032.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -500293.875000 Penalty: 2974.321045
	Iteration 7Q: 3 clusters Score -500293.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -500543.593750 Penalty: 2974.321045
	Iteration 8Q: 3 clusters Score -500543.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -500808.187500 Penalty: 2974.321045
	Iteration 9Q: 3 clusters Score -500808.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -501035.781250 Penalty: 2974.321045
	Iteration 10Q: 3 clusters Score -501035.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -501198.218750 Penalty: 2974.321045
	Iteration 11Q: 3 clusters Score -501198.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -501311.531250 Penalty: 2974.321045
	Iteration 12Q: 3 clusters Score -501311.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -501385.156250 Penalty: 2974.321045
	Iteration 13Q: 3 clusters Score -501385.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -501449.250000 Penalty: 2974.321045
	Iteration 14Q: 3 clusters Score -501449.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -501513.937500 Penalty: 2974.321045
	Iteration 15Q: 3 clusters Score -501513.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -501571.625000 Penalty: 2974.321045
	Iteration 16Q: 3 clusters Score -501571.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -501628.375000 Penalty: 2974.321045
	Iteration 17Q: 3 clusters Score -501628.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -501684.062500 Penalty: 2974.321045
	Iteration 18Q: 3 clusters Score -501684.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -501743.687500 Penalty: 2974.321045
	Iteration 19Q: 3 clusters Score -501743.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -501807.531250 Penalty: 2974.321045
	Iteration 20F: 3 clusters Score -501807.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -501869.843750 Penalty: 2974.321045
	Iteration 21Q: 3 clusters Score -501869.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -501926.031250 Penalty: 2974.321045
	Iteration 22Q: 3 clusters Score -501926 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -502000.625000 Penalty: 2974.321045
	Iteration 23Q: 3 clusters Score -502000.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -502050.531250 Penalty: 2974.321045
	Iteration 24Q: 3 clusters Score -502050.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -502098.656250 Penalty: 2974.321045
	Iteration 25Q: 3 clusters Score -502098.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -502140.593750 Penalty: 2974.321045
	Iteration 26Q: 3 clusters Score -502140.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -502174.656250 Penalty: 2974.321045
	Iteration 27Q: 3 clusters Score -502174.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -502199.718750 Penalty: 2974.321045
	Iteration 28Q: 3 clusters Score -502199.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -502226.187500 Penalty: 2974.321045
	Iteration 29Q: 3 clusters Score -502226.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -502254.875000 Penalty: 2974.321045
	Iteration 30Q: 3 clusters Score -502254.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -502276.093750 Penalty: 2974.321045
	Iteration 31Q: 3 clusters Score -502276.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -502298.218750 Penalty: 2974.321045
	Iteration 32Q: 3 clusters Score -502298.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -502312.906250 Penalty: 2974.321045
	Iteration 33Q: 3 clusters Score -502312.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -502326.187500 Penalty: 2974.321045
	Iteration 34Q: 3 clusters Score -502326.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -502340.031250 Penalty: 2974.321045
	Iteration 35Q: 3 clusters Score -502340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -502348.656250 Penalty: 2974.321045
	Iteration 36Q: 3 clusters Score -502348.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -502358.156250 Penalty: 2974.321045
	Iteration 37Q: 3 clusters Score -502358.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -502362.250000 Penalty: 2974.321045
	Iteration 38Q: 3 clusters Score -502362.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -502370.375000 Penalty: 2974.321045
	Iteration 39Q: 3 clusters Score -502370.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -502377.687500 Penalty: 2974.321045
	Iteration 40F: 3 clusters Score -502377.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -502385.875000 Penalty: 2974.321045
	Iteration 41Q: 3 clusters Score -502385.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -502394.437500 Penalty: 2974.321045
	Iteration 42Q: 3 clusters Score -502394.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -502400.968750 Penalty: 2974.321045
	Iteration 43Q: 3 clusters Score -502401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -502405.687500 Penalty: 2974.321045
	Iteration 44Q: 3 clusters Score -502405.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -502410.500000 Penalty: 2974.321045
	Iteration 45Q: 3 clusters Score -502410.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -502413.312500 Penalty: 2974.321045
	Iteration 46Q: 3 clusters Score -502413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -502415.500000 Penalty: 2974.321045
	Iteration 47Q: 3 clusters Score -502415.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -502417.812500 Penalty: 2974.321045
	Iteration 48Q: 3 clusters Score -502417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -502417.437500 Penalty: 2974.321045
	Iteration 49Q: 3 clusters Score -502417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -502417.406250 Penalty: 2974.321045
	Iteration 50Q: 3 clusters Score -502417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -502418.593750 Penalty: 2974.321045
	Iteration 51Q: 3 clusters Score -502418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -502418.656250 Penalty: 2974.321045
	Iteration 52Q: 3 clusters Score -502418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -502420.343750 Penalty: 2974.321045
	Iteration 53Q: 3 clusters Score -502420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -502421.500000 Penalty: 2974.321045
	Iteration 54Q: 3 clusters Score -502421.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -502423.093750 Penalty: 2974.321045
	Iteration 55Q: 3 clusters Score -502423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -502425.500000 Penalty: 2974.321045
	Iteration 56Q: 3 clusters Score -502425.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -502427.218750 Penalty: 2974.321045
	Iteration 57Q: 3 clusters Score -502427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -502432.125000 Penalty: 2974.321045
	Iteration 58Q: 3 clusters Score -502432.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -502433.843750 Penalty: 2974.321045
	Iteration 59Q: 3 clusters Score -502433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -502435.750000 Penalty: 2974.321045
	Iteration 60F: 3 clusters Score -502435.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -502439.718750 Penalty: 2974.321045
	Iteration 61Q: 3 clusters Score -502439.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -502440.093750 Penalty: 2974.321045
	Iteration 62Q: 3 clusters Score -502440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -502439.812500 Penalty: 2974.321045
	Iteration 63Q: 3 clusters Score -502439.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -502439.812500 Penalty: 2974.321045
	Iteration 64F: 3 clusters Score -502439.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -62043.566406 Penalty: 1166.513672
	Iteration 0F: 2 clusters Score -62043.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -60401.820312 Penalty: 2333.027344
	Iteration 0F: 3 clusters Score -60401.82 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -60752.515625 Penalty: 2333.027344
	Iteration 1F: 3 clusters Score -60752.52 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -60905.488281 Penalty: 2333.027344
	Iteration 2F: 3 clusters Score -60905.49 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -61006.046875 Penalty: 2333.027344
	Iteration 3F: 3 clusters Score -61006.05 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -61091.519531 Penalty: 2333.027344
	Iteration 4F: 3 clusters Score -61091.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -61156.304688 Penalty: 2333.027344
	Iteration 5Q: 3 clusters Score -61156.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -61189.632812 Penalty: 2333.027344
	Iteration 6Q: 3 clusters Score -61189.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -61208.421875 Penalty: 2333.027344
	Iteration 7Q: 3 clusters Score -61208.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -61229.582031 Penalty: 2333.027344
	Iteration 8Q: 3 clusters Score -61229.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -61241.898438 Penalty: 2333.027344
	Iteration 9Q: 3 clusters Score -61241.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -61247.082031 Penalty: 2333.027344
	Iteration 10Q: 3 clusters Score -61247.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -61253.933594 Penalty: 2333.027344
	Iteration 11Q: 3 clusters Score -61253.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -61262.550781 Penalty: 2333.027344
	Iteration 12Q: 3 clusters Score -61262.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -61268.910156 Penalty: 2333.027344
	Iteration 13Q: 3 clusters Score -61268.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -61279.511719 Penalty: 2333.027344
	Iteration 14Q: 3 clusters Score -61279.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -61285.035156 Penalty: 2333.027344
	Iteration 15Q: 3 clusters Score -61285.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -61286.222656 Penalty: 2333.027344
	Iteration 16Q: 3 clusters Score -61286.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -61287.175781 Penalty: 2333.027344
	Iteration 17Q: 3 clusters Score -61287.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -61287.175781 Penalty: 2333.027344
	Iteration 18F: 3 clusters Score -61287.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Entering Unmasked Estep 
Score: -2169745.000000 Penalty: 1725.131226
	Iteration 0F: 2 clusters Score -2169745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2142277.250000 Penalty: 3450.262451
	Iteration 0F: 3 clusters Score -2142277 nChanged 19029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2152977.750000 Penalty: 3450.262451
	Iteration 1F: 3 clusters Score -2152978 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2153529.000000 Penalty: 3450.262451
	Iteration 2Q: 3 clusters Score -2153529 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2154344.500000 Penalty: 3450.262451
	Iteration 3Q: 3 clusters Score -2154344 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2155673.000000 Penalty: 3450.262451
	Iteration 4F: 3 clusters Score -2155673 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2157960.250000 Penalty: 3450.262451
	Iteration 5F: 3 clusters Score -2157960 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2161120.250000 Penalty: 3450.262451
	Iteration 6F: 3 clusters Score -2161120 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2164344.000000 Penalty: 3450.262451
	Iteration 7F: 3 clusters Score -2164344 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2166561.500000 Penalty: 3450.262451
	Iteration 8F: 3 clusters Score -2166562 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2167548.500000 Penalty: 3450.262451
	Iteration 9Q: 3 clusters Score -2167548 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2167912.250000 Penalty: 3450.262451
	Iteration 10Q: 3 clusters Score -2167912 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2168035.250000 Penalty: 3450.262451
	Iteration 11Q: 3 clusters Score -2168035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2168099.250000 Penalty: 3450.262451
	Iteration 12Q: 3 clusters Score -2168099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2168133.250000 Penalty: 3450.262451
	Iteration 13Q: 3 clusters Score -2168133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2168172.000000 Penalty: 3450.262451
	Iteration 14Q: 3 clusters Score -2168172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2168198.750000 Penalty: 3450.262451
	Iteration 15Q: 3 clusters Score -2168199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2168215.500000 Penalty: 3450.262451
	Iteration 16Q: 3 clusters Score -2168216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2168223.500000 Penalty: 3450.262451
	Iteration 17Q: 3 clusters Score -2168224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2168231.000000 Penalty: 3450.262451
	Iteration 18Q: 3 clusters Score -2168231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2168245.500000 Penalty: 3450.262451
	Iteration 19Q: 3 clusters Score -2168246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2168251.500000 Penalty: 3450.262451
	Iteration 20F: 3 clusters Score -2168252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2168259.000000 Penalty: 3450.262451
	Iteration 21Q: 3 clusters Score -2168259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2168257.500000 Penalty: 3450.262451
	Iteration 22Q: 3 clusters Score -2168258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2168256.750000 Penalty: 3450.262451
	Iteration 23Q: 3 clusters Score -2168257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2168258.250000 Penalty: 3450.262451
	Iteration 24Q: 3 clusters Score -2168258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2168258.250000 Penalty: 3450.262451
	Iteration 25F: 3 clusters Score -2168258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -130291.664062 Penalty: 1271.991455
	Iteration 0F: 2 clusters Score -130291.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -127907.851562 Penalty: 2543.982910
	Iteration 0F: 3 clusters Score -127907.9 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -128458.039062 Penalty: 2543.982910
	Iteration 1F: 3 clusters Score -128458 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -128538.492188 Penalty: 2543.982910
	Iteration 2F: 3 clusters Score -128538.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -128583.609375 Penalty: 2543.982910
	Iteration 3Q: 3 clusters Score -128583.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -128613.164062 Penalty: 2543.982910
	Iteration 4Q: 3 clusters Score -128613.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -128633.078125 Penalty: 2543.982910
	Iteration 5Q: 3 clusters Score -128633.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -128652.859375 Penalty: 2543.982910
	Iteration 6Q: 3 clusters Score -128652.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -128667.179688 Penalty: 2543.982910
	Iteration 7Q: 3 clusters Score -128667.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -128679.773438 Penalty: 2543.982910
	Iteration 8Q: 3 clusters Score -128679.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -128693.359375 Penalty: 2543.982910
	Iteration 9Q: 3 clusters Score -128693.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -128705.296875 Penalty: 2543.982910
	Iteration 10Q: 3 clusters Score -128705.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -128718.140625 Penalty: 2543.982910
	Iteration 11Q: 3 clusters Score -128718.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -128729.585938 Penalty: 2543.982910
	Iteration 12Q: 3 clusters Score -128729.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -128735.328125 Penalty: 2543.982910
	Iteration 13Q: 3 clusters Score -128735.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -128742.281250 Penalty: 2543.982910
	Iteration 14Q: 3 clusters Score -128742.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -128747.585938 Penalty: 2543.982910
	Iteration 15Q: 3 clusters Score -128747.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -128751.273438 Penalty: 2543.982910
	Iteration 16Q: 3 clusters Score -128751.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -128753.195312 Penalty: 2543.982910
	Iteration 17Q: 3 clusters Score -128753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -128756.015625 Penalty: 2543.982910
	Iteration 18Q: 3 clusters Score -128756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -128758.382812 Penalty: 2543.982910
	Iteration 19Q: 3 clusters Score -128758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -128760.289062 Penalty: 2543.982910
	Iteration 20F: 3 clusters Score -128760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -128761.109375 Penalty: 2543.982910
	Iteration 21Q: 3 clusters Score -128761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -128764.500000 Penalty: 2543.982910
	Iteration 22Q: 3 clusters Score -128764.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -128770.695312 Penalty: 2543.982910
	Iteration 23Q: 3 clusters Score -128770.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -128777.601562 Penalty: 2543.982910
	Iteration 24Q: 3 clusters Score -128777.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -128780.843750 Penalty: 2543.982910
	Iteration 25Q: 3 clusters Score -128780.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -128784.039062 Penalty: 2543.982910
	Iteration 26Q: 3 clusters Score -128784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -128788.367188 Penalty: 2543.982910
	Iteration 27Q: 3 clusters Score -128788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -128792.734375 Penalty: 2543.982910
	Iteration 28Q: 3 clusters Score -128792.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -128796.437500 Penalty: 2543.982910
	Iteration 29Q: 3 clusters Score -128796.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -128800.046875 Penalty: 2543.982910
	Iteration 30Q: 3 clusters Score -128800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -128802.007812 Penalty: 2543.982910
	Iteration 31Q: 3 clusters Score -128802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -128803.265625 Penalty: 2543.982910
	Iteration 32Q: 3 clusters Score -128803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -128803.742188 Penalty: 2543.982910
	Iteration 33Q: 3 clusters Score -128803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -128803.742188 Penalty: 2543.982910
	Iteration 34F: 3 clusters Score -128803.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Entering Unmasked Estep 
Score: -668684.937500 Penalty: 1533.589844
	Iteration 0F: 2 clusters Score -668684.9 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 6248 members 
Entering Unmasked Estep 
Score: -659874.000000 Penalty: 3067.179688
	Iteration 0F: 3 clusters Score -659874 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -662832.187500 Penalty: 3067.179688
	Iteration 1F: 3 clusters Score -662832.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -663052.000000 Penalty: 3067.179688
	Iteration 2Q: 3 clusters Score -663052 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -663239.687500 Penalty: 3067.179688
	Iteration 3Q: 3 clusters Score -663239.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -663418.125000 Penalty: 3067.179688
	Iteration 4Q: 3 clusters Score -663418.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -663627.062500 Penalty: 3067.179688
	Iteration 5Q: 3 clusters Score -663627.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -663869.562500 Penalty: 3067.179688
	Iteration 6Q: 3 clusters Score -663869.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -664139.562500 Penalty: 3067.179688
	Iteration 7Q: 3 clusters Score -664139.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -664487.437500 Penalty: 3067.179688
	Iteration 8Q: 3 clusters Score -664487.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -664909.562500 Penalty: 3067.179688
	Iteration 9Q: 3 clusters Score -664909.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -665333.750000 Penalty: 3067.179688
	Iteration 10Q: 3 clusters Score -665333.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -665768.875000 Penalty: 3067.179688
	Iteration 11Q: 3 clusters Score -665768.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -666114.625000 Penalty: 3067.179688
	Iteration 12Q: 3 clusters Score -666114.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -666387.375000 Penalty: 3067.179688
	Iteration 13Q: 3 clusters Score -666387.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -666603.875000 Penalty: 3067.179688
	Iteration 14Q: 3 clusters Score -666603.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -666758.625000 Penalty: 3067.179688
	Iteration 15Q: 3 clusters Score -666758.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -666886.500000 Penalty: 3067.179688
	Iteration 16Q: 3 clusters Score -666886.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -666990.562500 Penalty: 3067.179688
	Iteration 17Q: 3 clusters Score -666990.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -667071.437500 Penalty: 3067.179688
	Iteration 18Q: 3 clusters Score -667071.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -667126.187500 Penalty: 3067.179688
	Iteration 19Q: 3 clusters Score -667126.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -667165.000000 Penalty: 3067.179688
	Iteration 20F: 3 clusters Score -667165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -667201.125000 Penalty: 3067.179688
	Iteration 21Q: 3 clusters Score -667201.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -667218.000000 Penalty: 3067.179688
	Iteration 22Q: 3 clusters Score -667218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -667232.500000 Penalty: 3067.179688
	Iteration 23Q: 3 clusters Score -667232.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -667247.187500 Penalty: 3067.179688
	Iteration 24Q: 3 clusters Score -667247.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -667258.125000 Penalty: 3067.179688
	Iteration 25Q: 3 clusters Score -667258.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -667269.437500 Penalty: 3067.179688
	Iteration 26Q: 3 clusters Score -667269.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -667281.500000 Penalty: 3067.179688
	Iteration 27Q: 3 clusters Score -667281.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -667293.437500 Penalty: 3067.179688
	Iteration 28Q: 3 clusters Score -667293.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -667302.187500 Penalty: 3067.179688
	Iteration 29Q: 3 clusters Score -667302.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -667312.187500 Penalty: 3067.179688
	Iteration 30Q: 3 clusters Score -667312.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -667322.812500 Penalty: 3067.179688
	Iteration 31Q: 3 clusters Score -667322.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -667328.812500 Penalty: 3067.179688
	Iteration 32Q: 3 clusters Score -667328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -667333.250000 Penalty: 3067.179688
	Iteration 33Q: 3 clusters Score -667333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -667333.437500 Penalty: 3067.179688
	Iteration 34Q: 3 clusters Score -667333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -667335.062500 Penalty: 3067.179688
	Iteration 35Q: 3 clusters Score -667335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -667334.625000 Penalty: 3067.179688
	Iteration 36Q: 3 clusters Score -667334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -667334.625000 Penalty: 3067.179688
	Iteration 37F: 3 clusters Score -667334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Entering Unmasked Estep 
Score: -2668018.750000 Penalty: 1759.956299
	Iteration 0F: 2 clusters Score -2668019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -2634198.750000 Penalty: 3519.912598
	Iteration 0F: 3 clusters Score -2634199 nChanged 23690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -2647655.500000 Penalty: 3519.912598
	Iteration 1F: 3 clusters Score -2647656 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2648207.000000 Penalty: 3519.912598
	Iteration 2Q: 3 clusters Score -2648207 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2648943.500000 Penalty: 3519.912598
	Iteration 3Q: 3 clusters Score -2648944 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2650116.000000 Penalty: 3519.912598
	Iteration 4Q: 3 clusters Score -2650116 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2652019.750000 Penalty: 3519.912598
	Iteration 5F: 3 clusters Score -2652020 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2654866.000000 Penalty: 3519.912598
	Iteration 6F: 3 clusters Score -2654866 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2658259.000000 Penalty: 3519.912598
	Iteration 7F: 3 clusters Score -2658259 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2661274.750000 Penalty: 3519.912598
	Iteration 8F: 3 clusters Score -2661275 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2663406.500000 Penalty: 3519.912598
	Iteration 9Q: 3 clusters Score -2663406 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2664713.750000 Penalty: 3519.912598
	Iteration 10Q: 3 clusters Score -2664714 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2665560.500000 Penalty: 3519.912598
	Iteration 11Q: 3 clusters Score -2665560 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2666128.250000 Penalty: 3519.912598
	Iteration 12Q: 3 clusters Score -2666128 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2666483.000000 Penalty: 3519.912598
	Iteration 13Q: 3 clusters Score -2666483 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2666661.750000 Penalty: 3519.912598
	Iteration 14Q: 3 clusters Score -2666662 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2666760.000000 Penalty: 3519.912598
	Iteration 15Q: 3 clusters Score -2666760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2666804.250000 Penalty: 3519.912598
	Iteration 16Q: 3 clusters Score -2666804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2666839.500000 Penalty: 3519.912598
	Iteration 17Q: 3 clusters Score -2666840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2666855.000000 Penalty: 3519.912598
	Iteration 18Q: 3 clusters Score -2666855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2666853.750000 Penalty: 3519.912598
	Iteration 19Q: 3 clusters Score -2666854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2666860.000000 Penalty: 3519.912598
	Iteration 20F: 3 clusters Score -2666860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180808 members 
Entering Unmasked Estep 
Score: -9188089.000000 Penalty: 1967.093628
	Iteration 0F: 2 clusters Score -9188089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -9066439.000000 Penalty: 3934.187256
	Iteration 0F: 3 clusters Score -9066439 nChanged 87377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -9117501.000000 Penalty: 3934.187256
	Iteration 1F: 3 clusters Score -9117501 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -9118294.000000 Penalty: 3934.187256
	Iteration 2Q: 3 clusters Score -9118294 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -9119168.000000 Penalty: 3934.187256
	Iteration 3Q: 3 clusters Score -9119168 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92776 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -9120126.000000 Penalty: 3934.187256
	Iteration 4Q: 3 clusters Score -9120126 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 87117 members 
Entering Unmasked Estep 
Score: -9121104.000000 Penalty: 3934.187256
	Iteration 5Q: 3 clusters Score -9121104 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -9122277.000000 Penalty: 3934.187256
	Iteration 6Q: 3 clusters Score -9122277 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96522 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -9123748.000000 Penalty: 3934.187256
	Iteration 7Q: 3 clusters Score -9123748 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98874 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -9125926.000000 Penalty: 3934.187256
	Iteration 8Q: 3 clusters Score -9125926 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -9129498.000000 Penalty: 3934.187256
	Iteration 9Q: 3 clusters Score -9129498 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -9135043.000000 Penalty: 3934.187256
	Iteration 10Q: 3 clusters Score -9135043 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110187 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -9143290.000000 Penalty: 3934.187256
	Iteration 11F: 3 clusters Score -9143290 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113644 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -9151022.000000 Penalty: 3934.187256
	Iteration 12F: 3 clusters Score -9151022 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116287 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -9154850.000000 Penalty: 3934.187256
	Iteration 13Q: 3 clusters Score -9154850 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118657 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -9156132.000000 Penalty: 3934.187256
	Iteration 14Q: 3 clusters Score -9156132 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121190 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -9156785.000000 Penalty: 3934.187256
	Iteration 15Q: 3 clusters Score -9156785 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123895 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -9157425.000000 Penalty: 3934.187256
	Iteration 16Q: 3 clusters Score -9157425 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126790 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -9158141.000000 Penalty: 3934.187256
	Iteration 17Q: 3 clusters Score -9158141 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130011 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -9159035.000000 Penalty: 3934.187256
	Iteration 18Q: 3 clusters Score -9159035 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133451 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -9160179.000000 Penalty: 3934.187256
	Iteration 19Q: 3 clusters Score -9160179 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137090 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -9161296.000000 Penalty: 3934.187256
	Iteration 20F: 3 clusters Score -9161296 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -9162629.000000 Penalty: 3934.187256
	Iteration 21Q: 3 clusters Score -9162629 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144936 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -9164352.000000 Penalty: 3934.187256
	Iteration 22Q: 3 clusters Score -9164352 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149041 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -9166060.000000 Penalty: 3934.187256
	Iteration 23Q: 3 clusters Score -9166060 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153129 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -9168113.000000 Penalty: 3934.187256
	Iteration 24Q: 3 clusters Score -9168113 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157195 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -9170263.000000 Penalty: 3934.187256
	Iteration 25Q: 3 clusters Score -9170263 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161192 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -9172528.000000 Penalty: 3934.187256
	Iteration 26Q: 3 clusters Score -9172528 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164922 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -9174840.000000 Penalty: 3934.187256
	Iteration 27Q: 3 clusters Score -9174840 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168364 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -9176959.000000 Penalty: 3934.187256
	Iteration 28Q: 3 clusters Score -9176959 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171454 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -9179069.000000 Penalty: 3934.187256
	Iteration 29Q: 3 clusters Score -9179069 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174156 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -9181130.000000 Penalty: 3934.187256
	Iteration 30Q: 3 clusters Score -9181130 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176437 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -9183095.000000 Penalty: 3934.187256
	Iteration 31Q: 3 clusters Score -9183095 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178090 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -9184404.000000 Penalty: 3934.187256
	Iteration 32Q: 3 clusters Score -9184404 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179265 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9185289.000000 Penalty: 3934.187256
	Iteration 33Q: 3 clusters Score -9185289 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179913 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9185813.000000 Penalty: 3934.187256
	Iteration 34Q: 3 clusters Score -9185813 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180246 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9186074.000000 Penalty: 3934.187256
	Iteration 35Q: 3 clusters Score -9186074 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180391 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9186222.000000 Penalty: 3934.187256
	Iteration 36Q: 3 clusters Score -9186222 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180465 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9186286.000000 Penalty: 3934.187256
	Iteration 37Q: 3 clusters Score -9186286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180495 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9186319.000000 Penalty: 3934.187256
	Iteration 38Q: 3 clusters Score -9186319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180512 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9186336.000000 Penalty: 3934.187256
	Iteration 39Q: 3 clusters Score -9186336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180516 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9186348.000000 Penalty: 3934.187256
	Iteration 40F: 3 clusters Score -9186348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180519 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9186348.000000 Penalty: 3934.187256
	Iteration 41Q: 3 clusters Score -9186348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180523 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9186361.000000 Penalty: 3934.187256
	Iteration 42Q: 3 clusters Score -9186361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180528 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9186358.000000 Penalty: 3934.187256
	Iteration 43Q: 3 clusters Score -9186358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180532 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9186361.000000 Penalty: 3934.187256
	Iteration 44Q: 3 clusters Score -9186361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180535 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9186366.000000 Penalty: 3934.187256
	Iteration 45Q: 3 clusters Score -9186366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180539 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9186371.000000 Penalty: 3934.187256
	Iteration 46Q: 3 clusters Score -9186371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180539 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9186374.000000 Penalty: 3934.187256
	Iteration 47Q: 3 clusters Score -9186374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180542 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9186375.000000 Penalty: 3934.187256
	Iteration 48Q: 3 clusters Score -9186375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180542 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9186375.000000 Penalty: 3934.187256
	Iteration 49F: 3 clusters Score -9186375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Entering Unmasked Estep 
Score: -504850.750000 Penalty: 1499.690918
	Iteration 0F: 2 clusters Score -504850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -497555.906250 Penalty: 2999.381836
	Iteration 0F: 3 clusters Score -497555.9 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -499956.125000 Penalty: 2999.381836
	Iteration 1F: 3 clusters Score -499956.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -500248.000000 Penalty: 2999.381836
	Iteration 2F: 3 clusters Score -500248 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -500521.281250 Penalty: 2999.381836
	Iteration 3F: 3 clusters Score -500521.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -500824.343750 Penalty: 2999.381836
	Iteration 4F: 3 clusters Score -500824.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -501171.906250 Penalty: 2999.381836
	Iteration 5F: 3 clusters Score -501171.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -501540.718750 Penalty: 2999.381836
	Iteration 6F: 3 clusters Score -501540.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -501942.218750 Penalty: 2999.381836
	Iteration 7F: 3 clusters Score -501942.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -502385.937500 Penalty: 2999.381836
	Iteration 8F: 3 clusters Score -502385.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -502790.406250 Penalty: 2999.381836
	Iteration 9Q: 3 clusters Score -502790.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -503084.218750 Penalty: 2999.381836
	Iteration 10Q: 3 clusters Score -503084.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -503281.218750 Penalty: 2999.381836
	Iteration 11Q: 3 clusters Score -503281.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -503419.125000 Penalty: 2999.381836
	Iteration 12Q: 3 clusters Score -503419.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -503490.750000 Penalty: 2999.381836
	Iteration 13Q: 3 clusters Score -503490.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -503526.437500 Penalty: 2999.381836
	Iteration 14Q: 3 clusters Score -503526.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -503548.156250 Penalty: 2999.381836
	Iteration 15Q: 3 clusters Score -503548.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -503574.593750 Penalty: 2999.381836
	Iteration 16Q: 3 clusters Score -503574.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -503587.812500 Penalty: 2999.381836
	Iteration 17Q: 3 clusters Score -503587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -503595.718750 Penalty: 2999.381836
	Iteration 18Q: 3 clusters Score -503595.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -503602.375000 Penalty: 2999.381836
	Iteration 19Q: 3 clusters Score -503602.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -503608.281250 Penalty: 2999.381836
	Iteration 20F: 3 clusters Score -503608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -503616.593750 Penalty: 2999.381836
	Iteration 21Q: 3 clusters Score -503616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -503621.437500 Penalty: 2999.381836
	Iteration 22Q: 3 clusters Score -503621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -503623.343750 Penalty: 2999.381836
	Iteration 23Q: 3 clusters Score -503623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -503623.468750 Penalty: 2999.381836
	Iteration 24Q: 3 clusters Score -503623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -503623.468750 Penalty: 2999.381836
	Iteration 25F: 3 clusters Score -503623.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -383939.281250 Penalty: 1440.130615
	Iteration 0F: 2 clusters Score -383939.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -378612.906250 Penalty: 2880.261230
	Iteration 0F: 3 clusters Score -378612.9 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -380128.250000 Penalty: 2880.261230
	Iteration 1F: 3 clusters Score -380128.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -380321.281250 Penalty: 2880.261230
	Iteration 2F: 3 clusters Score -380321.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -380466.187500 Penalty: 2880.261230
	Iteration 3Q: 3 clusters Score -380466.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -380587.281250 Penalty: 2880.261230
	Iteration 4Q: 3 clusters Score -380587.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -380697.093750 Penalty: 2880.261230
	Iteration 5Q: 3 clusters Score -380697.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -380798.875000 Penalty: 2880.261230
	Iteration 6Q: 3 clusters Score -380798.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -380912.750000 Penalty: 2880.261230
	Iteration 7Q: 3 clusters Score -380912.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -381037.062500 Penalty: 2880.261230
	Iteration 8Q: 3 clusters Score -381037.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -381179.750000 Penalty: 2880.261230
	Iteration 9Q: 3 clusters Score -381179.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -381335.406250 Penalty: 2880.261230
	Iteration 10Q: 3 clusters Score -381335.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -381524.500000 Penalty: 2880.261230
	Iteration 11Q: 3 clusters Score -381524.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -381710.250000 Penalty: 2880.261230
	Iteration 12Q: 3 clusters Score -381710.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -381886.343750 Penalty: 2880.261230
	Iteration 13Q: 3 clusters Score -381886.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -382047.187500 Penalty: 2880.261230
	Iteration 14Q: 3 clusters Score -382047.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -382188.156250 Penalty: 2880.261230
	Iteration 15Q: 3 clusters Score -382188.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -382296.093750 Penalty: 2880.261230
	Iteration 16Q: 3 clusters Score -382296.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -382374.375000 Penalty: 2880.261230
	Iteration 17Q: 3 clusters Score -382374.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -382433.250000 Penalty: 2880.261230
	Iteration 18Q: 3 clusters Score -382433.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -382500.937500 Penalty: 2880.261230
	Iteration 19Q: 3 clusters Score -382500.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -382563.468750 Penalty: 2880.261230
	Iteration 20F: 3 clusters Score -382563.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -382608.281250 Penalty: 2880.261230
	Iteration 21Q: 3 clusters Score -382608.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -382636.031250 Penalty: 2880.261230
	Iteration 22Q: 3 clusters Score -382636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -382654.625000 Penalty: 2880.261230
	Iteration 23Q: 3 clusters Score -382654.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -382670.593750 Penalty: 2880.261230
	Iteration 24Q: 3 clusters Score -382670.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -382688.218750 Penalty: 2880.261230
	Iteration 25Q: 3 clusters Score -382688.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -382705.062500 Penalty: 2880.261230
	Iteration 26Q: 3 clusters Score -382705.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -382717.437500 Penalty: 2880.261230
	Iteration 27Q: 3 clusters Score -382717.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -382733.500000 Penalty: 2880.261230
	Iteration 28Q: 3 clusters Score -382733.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -382746.468750 Penalty: 2880.261230
	Iteration 29Q: 3 clusters Score -382746.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -382758.593750 Penalty: 2880.261230
	Iteration 30Q: 3 clusters Score -382758.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -382767.812500 Penalty: 2880.261230
	Iteration 31Q: 3 clusters Score -382767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -382776.937500 Penalty: 2880.261230
	Iteration 32Q: 3 clusters Score -382776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -382778.656250 Penalty: 2880.261230
	Iteration 33Q: 3 clusters Score -382778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -382781.812500 Penalty: 2880.261230
	Iteration 34Q: 3 clusters Score -382781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -382781.812500 Penalty: 2880.261230
	Iteration 35F: 3 clusters Score -382781.8 nChanged 0
--- Evaluating fit on full set of 1250458 points ---
Entering Unmasked Estep 
Score: -62508436.000000 Penalty: 29657.431641
22->14 Clusters: Score -62508436.000000, best is -62581140.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 416819 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 19190 members 
Mstep: Class 3 contains 18820 members 
Mstep: Class 4 contains 18896 members 
Mstep: Class 5 contains 18900 members 
Mstep: Class 6 contains 18739 members 
Mstep: Class 7 contains 18909 members 
Mstep: Class 8 contains 18959 members 
Mstep: Class 9 contains 19022 members 
Mstep: Class 10 contains 18947 members 
Mstep: Class 11 contains 18954 members 
Mstep: Class 12 contains 18770 members 
Mstep: Class 13 contains 19030 members 
Mstep: Class 14 contains 18844 members 
Mstep: Class 15 contains 19034 members 
Mstep: Class 16 contains 18991 members 
Mstep: Class 17 contains 18715 members 
Mstep: Class 18 contains 19074 members 
Mstep: Class 19 contains 18927 members 
Mstep: Class 20 contains 18859 members 
Mstep: Class 21 contains 18798 members 
Mstep: Class 22 contains 19157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 385.132874 but Gain 2102.816406
Score: -19400100.000000 Penalty: 44159.140625
Iteration 0F: 22 clusters Score -1.94001e+07 nChanged 393262
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 21616 members 
Mstep: Class 3 contains 12892 members 
Mstep: Class 4 contains 15251 members 
Mstep: Class 5 contains 21759 members 
Mstep: Class 7 contains 18397 members 
Mstep: Class 8 contains 17695 members 
Mstep: Class 9 contains 22194 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 11 contains 18117 members 
Mstep: Class 12 contains 18706 members 
Mstep: Class 13 contains 26820 members 
Mstep: Class 14 contains 15708 members 
Mstep: Class 15 contains 17940 members 
Mstep: Class 16 contains 20960 members 
Mstep: Class 17 contains 14572 members 
Mstep: Class 18 contains 17300 members 
Mstep: Class 19 contains 17287 members 
Mstep: Class 20 contains 15705 members 
Mstep: Class 21 contains 13914 members 
Mstep: Class 22 contains 20169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20261128.000000 Penalty: 44159.140625
Iteration 1F: 22 clusters Score -2.026113e+07 nChanged 104074
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 20181 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 13617 members 
Mstep: Class 5 contains 21306 members 
Mstep: Class 7 contains 16960 members 
Mstep: Class 8 contains 18137 members 
Mstep: Class 9 contains 23314 members 
Mstep: Class 10 contains 46456 members 
Mstep: Class 11 contains 17898 members 
Mstep: Class 12 contains 18357 members 
Mstep: Class 13 contains 30022 members 
Mstep: Class 14 contains 14947 members 
Mstep: Class 15 contains 16640 members 
Mstep: Class 16 contains 20458 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 16420 members 
Mstep: Class 19 contains 15435 members 
Mstep: Class 20 contains 14919 members 
Mstep: Class 21 contains 12352 members 
Mstep: Class 22 contains 18557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20373660.000000 Penalty: 44159.140625
Iteration 2F: 22 clusters Score -2.037366e+07 nChanged 86091
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 18307 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 11192 members 
Mstep: Class 5 contains 22840 members 
Mstep: Class 7 contains 15935 members 
Mstep: Class 8 contains 18937 members 
Mstep: Class 9 contains 25470 members 
Mstep: Class 10 contains 56873 members 
Mstep: Class 11 contains 17899 members 
Mstep: Class 12 contains 18163 members 
Mstep: Class 13 contains 31468 members 
Mstep: Class 14 contains 14354 members 
Mstep: Class 15 contains 16037 members 
Mstep: Class 16 contains 18926 members 
Mstep: Class 17 contains 9892 members 
Mstep: Class 18 contains 15733 members 
Mstep: Class 19 contains 15060 members 
Mstep: Class 20 contains 13526 members 
Mstep: Class 21 contains 10569 members 
Mstep: Class 22 contains 16871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20452654.000000 Penalty: 44159.140625
Iteration 3F: 22 clusters Score -2.045265e+07 nChanged 73001
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 16785 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 8571 members 
Mstep: Class 5 contains 26215 members 
Mstep: Class 7 contains 16003 members 
Mstep: Class 8 contains 19411 members 
Mstep: Class 9 contains 28002 members 
Mstep: Class 10 contains 66001 members 
Mstep: Class 11 contains 17521 members 
Mstep: Class 12 contains 17649 members 
Mstep: Class 13 contains 31835 members 
Mstep: Class 14 contains 13963 members 
Mstep: Class 15 contains 16088 members 
Mstep: Class 16 contains 17128 members 
Mstep: Class 17 contains 8319 members 
Mstep: Class 18 contains 15137 members 
Mstep: Class 19 contains 14874 members 
Mstep: Class 20 contains 12187 members 
Mstep: Class 21 contains 8760 members 
Mstep: Class 22 contains 15141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20516160.000000 Penalty: 44159.140625
Iteration 4F: 22 clusters Score -2.051616e+07 nChanged 63843
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 15722 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 6211 members 
Mstep: Class 5 contains 31357 members 
Mstep: Class 7 contains 17164 members 
Mstep: Class 8 contains 19352 members 
Mstep: Class 9 contains 30537 members 
Mstep: Class 10 contains 74081 members 
Mstep: Class 11 contains 16210 members 
Mstep: Class 12 contains 16831 members 
Mstep: Class 13 contains 31708 members 
Mstep: Class 14 contains 13806 members 
Mstep: Class 15 contains 16571 members 
Mstep: Class 16 contains 15526 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 14588 members 
Mstep: Class 19 contains 14247 members 
Mstep: Class 20 contains 10937 members 
Mstep: Class 21 contains 7242 members 
Mstep: Class 22 contains 12991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20571742.000000 Penalty: 44159.140625
Iteration 5F: 22 clusters Score -2.057174e+07 nChanged 57801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 14809 members 
Mstep: Class 3 contains 3216 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 37277 members 
Mstep: Class 7 contains 19727 members 
Mstep: Class 8 contains 18406 members 
Mstep: Class 9 contains 33244 members 
Mstep: Class 10 contains 81132 members 
Mstep: Class 11 contains 13991 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 31672 members 
Mstep: Class 14 contains 13906 members 
Mstep: Class 15 contains 17395 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 5052 members 
Mstep: Class 18 contains 14003 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 9797 members 
Mstep: Class 21 contains 5889 members 
Mstep: Class 22 contains 10478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20620980.000000 Penalty: 44159.140625
Iteration 6F: 22 clusters Score -2.062098e+07 nChanged 51561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 13794 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 43328 members 
Mstep: Class 7 contains 23608 members 
Mstep: Class 8 contains 16635 members 
Mstep: Class 9 contains 35908 members 
Mstep: Class 10 contains 86841 members 
Mstep: Class 11 contains 11563 members 
Mstep: Class 12 contains 14800 members 
Mstep: Class 13 contains 31916 members 
Mstep: Class 14 contains 14211 members 
Mstep: Class 15 contains 18323 members 
Mstep: Class 16 contains 12424 members 
Mstep: Class 17 contains 3553 members 
Mstep: Class 18 contains 13413 members 
Mstep: Class 19 contains 12216 members 
Mstep: Class 20 contains 8618 members 
Mstep: Class 21 contains 4574 members 
Mstep: Class 22 contains 7940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2040.333740 but Gain 2102.816406
Score: -20661212.000000 Penalty: 42056.324219
Iteration 7F: 21 clusters Score -2.066121e+07 nChanged 46198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 5 contains 48969 members 
Mstep: Class 7 contains 28598 members 
Mstep: Class 8 contains 14400 members 
Mstep: Class 9 contains 38311 members 
Mstep: Class 10 contains 91248 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 13974 members 
Mstep: Class 13 contains 32398 members 
Mstep: Class 14 contains 15025 members 
Mstep: Class 15 contains 19922 members 
Mstep: Class 16 contains 10409 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 11607 members 
Mstep: Class 20 contains 7481 members 
Mstep: Class 21 contains 3260 members 
Mstep: Class 22 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1296.707397 but Gain 2102.816406
Score: -20696594.000000 Penalty: 39953.507812
Iteration 8F: 20 clusters Score -2.069659e+07 nChanged 38721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 11067 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 53393 members 
Mstep: Class 7 contains 34164 members 
Mstep: Class 8 contains 12050 members 
Mstep: Class 9 contains 40179 members 
Mstep: Class 10 contains 94518 members 
Mstep: Class 11 contains 7536 members 
Mstep: Class 12 contains 13177 members 
Mstep: Class 13 contains 33079 members 
Mstep: Class 14 contains 16272 members 
Mstep: Class 15 contains 20692 members 
Mstep: Class 16 contains 8142 members 
Mstep: Class 18 contains 12353 members 
Mstep: Class 19 contains 10866 members 
Mstep: Class 20 contains 6325 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 4251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1240.002930 but Gain 2102.816406
Score: -20723872.000000 Penalty: 37850.691406
Iteration 9F: 19 clusters Score -2.072387e+07 nChanged 31522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 9441 members 
Mstep: Class 5 contains 56413 members 
Mstep: Class 7 contains 39684 members 
Mstep: Class 8 contains 10222 members 
Mstep: Class 9 contains 41571 members 
Mstep: Class 10 contains 96764 members 
Mstep: Class 11 contains 6131 members 
Mstep: Class 12 contains 12597 members 
Mstep: Class 13 contains 32636 members 
Mstep: Class 14 contains 17912 members 
Mstep: Class 15 contains 21057 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 18 contains 11858 members 
Mstep: Class 19 contains 10477 members 
Mstep: Class 20 contains 5322 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 3103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1191.181519 but Gain 2102.816406
Score: -20744896.000000 Penalty: 35747.875000
Iteration 10F: 18 clusters Score -2.07449e+07 nChanged 25978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 7850 members 
Mstep: Class 5 contains 58431 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 8778 members 
Mstep: Class 9 contains 42444 members 
Mstep: Class 10 contains 98272 members 
Mstep: Class 11 contains 5146 members 
Mstep: Class 12 contains 12013 members 
Mstep: Class 13 contains 32012 members 
Mstep: Class 14 contains 19799 members 
Mstep: Class 15 contains 21122 members 
Mstep: Class 16 contains 4093 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 10365 members 
Mstep: Class 20 contains 4559 members 
Mstep: Class 22 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1843.048950 but Gain 2102.816406
Score: -20761166.000000 Penalty: 33645.058594
Iteration 11F: 17 clusters Score -2.076117e+07 nChanged 22172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 5 contains 60440 members 
Mstep: Class 7 contains 49279 members 
Mstep: Class 8 contains 7890 members 
Mstep: Class 9 contains 43135 members 
Mstep: Class 10 contains 99708 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 11552 members 
Mstep: Class 13 contains 31196 members 
Mstep: Class 14 contains 21458 members 
Mstep: Class 15 contains 20972 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 18 contains 10978 members 
Mstep: Class 19 contains 10372 members 
Mstep: Class 20 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1919.638184 but Gain 2102.814453
Score: -20775834.000000 Penalty: 31542.244141
Iteration 12F: 16 clusters Score -2.077583e+07 nChanged 19038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 5250 members 
Mstep: Class 5 contains 61706 members 
Mstep: Class 7 contains 53107 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 43416 members 
Mstep: Class 10 contains 100519 members 
Mstep: Class 11 contains 4064 members 
Mstep: Class 12 contains 11268 members 
Mstep: Class 13 contains 30368 members 
Mstep: Class 14 contains 23072 members 
Mstep: Class 15 contains 20573 members 
Mstep: Class 18 contains 10751 members 
Mstep: Class 19 contains 10492 members 
Mstep: Class 20 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20787320.000000 Penalty: 31542.244141
Iteration 13Q: 16 clusters Score -2.078732e+07 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 4280 members 
Mstep: Class 5 contains 62604 members 
Mstep: Class 7 contains 55364 members 
Mstep: Class 8 contains 7432 members 
Mstep: Class 9 contains 43632 members 
Mstep: Class 10 contains 100931 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 10831 members 
Mstep: Class 13 contains 29584 members 
Mstep: Class 14 contains 24335 members 
Mstep: Class 15 contains 19976 members 
Mstep: Class 18 contains 10413 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 2987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20794344.000000 Penalty: 31542.244141
Iteration 14Q: 16 clusters Score -2.079434e+07 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 3465 members 
Mstep: Class 5 contains 63339 members 
Mstep: Class 7 contains 57157 members 
Mstep: Class 8 contains 7620 members 
Mstep: Class 9 contains 43758 members 
Mstep: Class 10 contains 101258 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 10456 members 
Mstep: Class 13 contains 29023 members 
Mstep: Class 14 contains 25399 members 
Mstep: Class 15 contains 19398 members 
Mstep: Class 18 contains 10167 members 
Mstep: Class 19 contains 10766 members 
Mstep: Class 20 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20799570.000000 Penalty: 31542.244141
Iteration 15Q: 16 clusters Score -2.079957e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 2854 members 
Mstep: Class 5 contains 63984 members 
Mstep: Class 7 contains 58476 members 
Mstep: Class 8 contains 7920 members 
Mstep: Class 9 contains 43997 members 
Mstep: Class 10 contains 101640 members 
Mstep: Class 11 contains 3078 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 28638 members 
Mstep: Class 14 contains 26149 members 
Mstep: Class 15 contains 18852 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 10902 members 
Mstep: Class 20 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20804366.000000 Penalty: 31542.244141
Iteration 16Q: 16 clusters Score -2.080437e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 5 contains 64608 members 
Mstep: Class 7 contains 59503 members 
Mstep: Class 8 contains 8237 members 
Mstep: Class 9 contains 44285 members 
Mstep: Class 10 contains 101971 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 9707 members 
Mstep: Class 13 contains 28397 members 
Mstep: Class 14 contains 26710 members 
Mstep: Class 15 contains 18381 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 10991 members 
Mstep: Class 20 contains 2349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20807926.000000 Penalty: 31542.244141
Iteration 17Q: 16 clusters Score -2.080793e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1979 members 
Mstep: Class 5 contains 65129 members 
Mstep: Class 7 contains 60341 members 
Mstep: Class 8 contains 8490 members 
Mstep: Class 9 contains 44653 members 
Mstep: Class 10 contains 102257 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 28273 members 
Mstep: Class 14 contains 27129 members 
Mstep: Class 15 contains 17960 members 
Mstep: Class 18 contains 10107 members 
Mstep: Class 19 contains 11074 members 
Mstep: Class 20 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2091.483154 but Gain 2102.816406
Score: -20810910.000000 Penalty: 29439.427734
Iteration 18Q: 15 clusters Score -2.081091e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 5 contains 65557 members 
Mstep: Class 7 contains 61893 members 
Mstep: Class 8 contains 8749 members 
Mstep: Class 9 contains 45112 members 
Mstep: Class 10 contains 102529 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 28219 members 
Mstep: Class 14 contains 27742 members 
Mstep: Class 15 contains 17692 members 
Mstep: Class 18 contains 10225 members 
Mstep: Class 19 contains 11169 members 
Mstep: Class 20 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20815564.000000 Penalty: 29439.427734
Iteration 19Q: 15 clusters Score -2.081556e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 5 contains 65875 members 
Mstep: Class 7 contains 62526 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 9 contains 45668 members 
Mstep: Class 10 contains 102583 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 8875 members 
Mstep: Class 13 contains 28157 members 
Mstep: Class 14 contains 27864 members 
Mstep: Class 15 contains 17347 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1947.393921 but Gain 2102.816406
Score: -20817466.000000 Penalty: 27336.611328
Iteration 20F: 14 clusters Score -2.081747e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 5 contains 66314 members 
Mstep: Class 7 contains 62997 members 
Mstep: Class 8 contains 9159 members 
Mstep: Class 9 contains 47383 members 
Mstep: Class 10 contains 102805 members 
Mstep: Class 12 contains 8638 members 
Mstep: Class 13 contains 28132 members 
Mstep: Class 14 contains 27933 members 
Mstep: Class 15 contains 17116 members 
Mstep: Class 18 contains 10352 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20821490.000000 Penalty: 27336.611328
Iteration 21Q: 14 clusters Score -2.082149e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 5 contains 66536 members 
Mstep: Class 7 contains 63288 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 48053 members 
Mstep: Class 10 contains 102700 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 28085 members 
Mstep: Class 14 contains 27943 members 
Mstep: Class 15 contains 16753 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 11364 members 
Mstep: Class 20 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20822452.000000 Penalty: 27336.611328
Iteration 22Q: 14 clusters Score -2.082245e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 5 contains 66799 members 
Mstep: Class 7 contains 63535 members 
Mstep: Class 8 contains 9431 members 
Mstep: Class 9 contains 48553 members 
Mstep: Class 10 contains 102611 members 
Mstep: Class 12 contains 8164 members 
Mstep: Class 13 contains 28094 members 
Mstep: Class 14 contains 27938 members 
Mstep: Class 15 contains 16449 members 
Mstep: Class 18 contains 10498 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20823100.000000 Penalty: 27336.611328
Iteration 23Q: 14 clusters Score -2.08231e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 5 contains 67012 members 
Mstep: Class 7 contains 63746 members 
Mstep: Class 8 contains 9520 members 
Mstep: Class 9 contains 48932 members 
Mstep: Class 10 contains 102485 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 28122 members 
Mstep: Class 14 contains 27924 members 
Mstep: Class 15 contains 16119 members 
Mstep: Class 18 contains 10590 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20823616.000000 Penalty: 27336.611328
Iteration 24Q: 14 clusters Score -2.082362e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 5 contains 67259 members 
Mstep: Class 7 contains 63919 members 
Mstep: Class 8 contains 9572 members 
Mstep: Class 9 contains 49213 members 
Mstep: Class 10 contains 102393 members 
Mstep: Class 12 contains 7898 members 
Mstep: Class 13 contains 28172 members 
Mstep: Class 14 contains 27880 members 
Mstep: Class 15 contains 15837 members 
Mstep: Class 18 contains 10717 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20824002.000000 Penalty: 27336.611328
Iteration 25Q: 14 clusters Score -2.0824e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 5 contains 67477 members 
Mstep: Class 7 contains 64088 members 
Mstep: Class 8 contains 9588 members 
Mstep: Class 9 contains 49395 members 
Mstep: Class 10 contains 102374 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 28217 members 
Mstep: Class 14 contains 27833 members 
Mstep: Class 15 contains 15587 members 
Mstep: Class 18 contains 10845 members 
Mstep: Class 19 contains 11500 members 
Mstep: Class 20 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20824218.000000 Penalty: 27336.611328
Iteration 26Q: 14 clusters Score -2.082422e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 5 contains 67713 members 
Mstep: Class 7 contains 64207 members 
Mstep: Class 8 contains 9581 members 
Mstep: Class 9 contains 49543 members 
Mstep: Class 10 contains 102339 members 
Mstep: Class 12 contains 7688 members 
Mstep: Class 13 contains 28271 members 
Mstep: Class 14 contains 27766 members 
Mstep: Class 15 contains 15357 members 
Mstep: Class 18 contains 10974 members 
Mstep: Class 19 contains 11524 members 
Mstep: Class 20 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20824482.000000 Penalty: 27336.611328
Iteration 27Q: 14 clusters Score -2.082448e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 5 contains 67967 members 
Mstep: Class 7 contains 64308 members 
Mstep: Class 8 contains 9551 members 
Mstep: Class 9 contains 49642 members 
Mstep: Class 10 contains 102295 members 
Mstep: Class 12 contains 7568 members 
Mstep: Class 13 contains 28333 members 
Mstep: Class 14 contains 27689 members 
Mstep: Class 15 contains 15154 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 11549 members 
Mstep: Class 20 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20824534.000000 Penalty: 27336.611328
Iteration 28Q: 14 clusters Score -2.082453e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 5 contains 68246 members 
Mstep: Class 7 contains 64380 members 
Mstep: Class 8 contains 9522 members 
Mstep: Class 9 contains 49717 members 
Mstep: Class 10 contains 102242 members 
Mstep: Class 12 contains 7440 members 
Mstep: Class 13 contains 28379 members 
Mstep: Class 14 contains 27635 members 
Mstep: Class 15 contains 14968 members 
Mstep: Class 18 contains 11228 members 
Mstep: Class 19 contains 11574 members 
Mstep: Class 20 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20824750.000000 Penalty: 27336.611328
Iteration 29Q: 14 clusters Score -2.082475e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 5 contains 68467 members 
Mstep: Class 7 contains 64454 members 
Mstep: Class 8 contains 9492 members 
Mstep: Class 9 contains 49787 members 
Mstep: Class 10 contains 102203 members 
Mstep: Class 12 contains 7314 members 
Mstep: Class 13 contains 28414 members 
Mstep: Class 14 contains 27598 members 
Mstep: Class 15 contains 14791 members 
Mstep: Class 18 contains 11354 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20824888.000000 Penalty: 27336.611328
Iteration 30Q: 14 clusters Score -2.082489e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 5 contains 68705 members 
Mstep: Class 7 contains 64486 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 49840 members 
Mstep: Class 10 contains 102169 members 
Mstep: Class 12 contains 7196 members 
Mstep: Class 13 contains 28457 members 
Mstep: Class 14 contains 27558 members 
Mstep: Class 15 contains 14618 members 
Mstep: Class 18 contains 11472 members 
Mstep: Class 19 contains 11614 members 
Mstep: Class 20 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20824966.000000 Penalty: 27336.611328
Iteration 31Q: 14 clusters Score -2.082497e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 5 contains 68925 members 
Mstep: Class 7 contains 64498 members 
Mstep: Class 8 contains 9420 members 
Mstep: Class 9 contains 49871 members 
Mstep: Class 10 contains 102151 members 
Mstep: Class 12 contains 7046 members 
Mstep: Class 13 contains 28513 members 
Mstep: Class 14 contains 27528 members 
Mstep: Class 15 contains 14445 members 
Mstep: Class 18 contains 11604 members 
Mstep: Class 19 contains 11639 members 
Mstep: Class 20 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825152.000000 Penalty: 27336.611328
Iteration 32Q: 14 clusters Score -2.082515e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 5 contains 69187 members 
Mstep: Class 7 contains 64505 members 
Mstep: Class 8 contains 9406 members 
Mstep: Class 9 contains 49911 members 
Mstep: Class 10 contains 102101 members 
Mstep: Class 12 contains 6918 members 
Mstep: Class 13 contains 28531 members 
Mstep: Class 14 contains 27491 members 
Mstep: Class 15 contains 14279 members 
Mstep: Class 18 contains 11724 members 
Mstep: Class 19 contains 11656 members 
Mstep: Class 20 contains 2095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825342.000000 Penalty: 27336.611328
Iteration 33Q: 14 clusters Score -2.082534e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 5 contains 69436 members 
Mstep: Class 7 contains 64516 members 
Mstep: Class 8 contains 9384 members 
Mstep: Class 9 contains 49938 members 
Mstep: Class 10 contains 102067 members 
Mstep: Class 12 contains 6785 members 
Mstep: Class 13 contains 28558 members 
Mstep: Class 14 contains 27449 members 
Mstep: Class 15 contains 14111 members 
Mstep: Class 18 contains 11868 members 
Mstep: Class 19 contains 11662 members 
Mstep: Class 20 contains 2090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825510.000000 Penalty: 27336.611328
Iteration 34Q: 14 clusters Score -2.082551e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 5 contains 69702 members 
Mstep: Class 7 contains 64520 members 
Mstep: Class 8 contains 9361 members 
Mstep: Class 9 contains 49936 members 
Mstep: Class 10 contains 102031 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 28586 members 
Mstep: Class 14 contains 27413 members 
Mstep: Class 15 contains 13946 members 
Mstep: Class 18 contains 12020 members 
Mstep: Class 19 contains 11664 members 
Mstep: Class 20 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825640.000000 Penalty: 27336.611328
Iteration 35Q: 14 clusters Score -2.082564e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 5 contains 69955 members 
Mstep: Class 7 contains 64519 members 
Mstep: Class 8 contains 9345 members 
Mstep: Class 9 contains 49953 members 
Mstep: Class 10 contains 101995 members 
Mstep: Class 12 contains 6486 members 
Mstep: Class 13 contains 28602 members 
Mstep: Class 14 contains 27379 members 
Mstep: Class 15 contains 13800 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 11666 members 
Mstep: Class 20 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825668.000000 Penalty: 27336.611328
Iteration 36Q: 14 clusters Score -2.082567e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 5 contains 70221 members 
Mstep: Class 7 contains 64525 members 
Mstep: Class 8 contains 9323 members 
Mstep: Class 9 contains 49954 members 
Mstep: Class 10 contains 101945 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 28613 members 
Mstep: Class 14 contains 27324 members 
Mstep: Class 15 contains 13652 members 
Mstep: Class 18 contains 12311 members 
Mstep: Class 19 contains 11670 members 
Mstep: Class 20 contains 2088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825776.000000 Penalty: 27336.611328
Iteration 37Q: 14 clusters Score -2.082578e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 5 contains 70496 members 
Mstep: Class 7 contains 64526 members 
Mstep: Class 8 contains 9288 members 
Mstep: Class 9 contains 49956 members 
Mstep: Class 10 contains 101936 members 
Mstep: Class 12 contains 6198 members 
Mstep: Class 13 contains 28621 members 
Mstep: Class 14 contains 27282 members 
Mstep: Class 15 contains 13509 members 
Mstep: Class 18 contains 12453 members 
Mstep: Class 19 contains 11670 members 
Mstep: Class 20 contains 2089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825822.000000 Penalty: 27336.611328
Iteration 38Q: 14 clusters Score -2.082582e+07 nChanged 961
Entering ConstructFrom: 
Score: -20825822.000000 Penalty: 27336.611328
Entering ConstructFrom: 
Trying to split cluster 1 (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: -989243.687500 Penalty: 1598.794556
	Iteration 0F: 2 clusters Score -989243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -976256.437500 Penalty: 3197.589111
	Iteration 0F: 3 clusters Score -976256.4 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -980930.375000 Penalty: 3197.589111
	Iteration 1F: 3 clusters Score -980930.4 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -981229.937500 Penalty: 3197.589111
	Iteration 2Q: 3 clusters Score -981229.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -981520.437500 Penalty: 3197.589111
	Iteration 3Q: 3 clusters Score -981520.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -981847.000000 Penalty: 3197.589111
	Iteration 4Q: 3 clusters Score -981847 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -982201.437500 Penalty: 3197.589111
	Iteration 5Q: 3 clusters Score -982201.4 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -982614.500000 Penalty: 3197.589111
	Iteration 6Q: 3 clusters Score -982614.5 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -983126.437500 Penalty: 3197.589111
	Iteration 7F: 3 clusters Score -983126.4 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -983799.000000 Penalty: 3197.589111
	Iteration 8F: 3 clusters Score -983799 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -984609.187500 Penalty: 3197.589111
	Iteration 9F: 3 clusters Score -984609.2 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -985435.437500 Penalty: 3197.589111
	Iteration 10F: 3 clusters Score -985435.4 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -986120.812500 Penalty: 3197.589111
	Iteration 11Q: 3 clusters Score -986120.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -986622.562500 Penalty: 3197.589111
	Iteration 12Q: 3 clusters Score -986622.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -986896.937500 Penalty: 3197.589111
	Iteration 13Q: 3 clusters Score -986896.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -987094.562500 Penalty: 3197.589111
	Iteration 14Q: 3 clusters Score -987094.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -987249.000000 Penalty: 3197.589111
	Iteration 15Q: 3 clusters Score -987249 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -987380.125000 Penalty: 3197.589111
	Iteration 16Q: 3 clusters Score -987380.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -987482.562500 Penalty: 3197.589111
	Iteration 17Q: 3 clusters Score -987482.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -987556.687500 Penalty: 3197.589111
	Iteration 18Q: 3 clusters Score -987556.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -987616.250000 Penalty: 3197.589111
	Iteration 19Q: 3 clusters Score -987616.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -987665.375000 Penalty: 3197.589111
	Iteration 20F: 3 clusters Score -987665.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -987702.750000 Penalty: 3197.589111
	Iteration 21Q: 3 clusters Score -987702.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -987737.062500 Penalty: 3197.589111
	Iteration 22Q: 3 clusters Score -987737.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -987778.937500 Penalty: 3197.589111
	Iteration 23Q: 3 clusters Score -987778.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -987815.125000 Penalty: 3197.589111
	Iteration 24Q: 3 clusters Score -987815.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -987845.062500 Penalty: 3197.589111
	Iteration 25Q: 3 clusters Score -987845.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -987870.562500 Penalty: 3197.589111
	Iteration 26Q: 3 clusters Score -987870.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -987890.375000 Penalty: 3197.589111
	Iteration 27Q: 3 clusters Score -987890.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -987910.062500 Penalty: 3197.589111
	Iteration 28Q: 3 clusters Score -987910.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -987925.000000 Penalty: 3197.589111
	Iteration 29Q: 3 clusters Score -987925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -987932.375000 Penalty: 3197.589111
	Iteration 30Q: 3 clusters Score -987932.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -987941.937500 Penalty: 3197.589111
	Iteration 31Q: 3 clusters Score -987941.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -987952.250000 Penalty: 3197.589111
	Iteration 32Q: 3 clusters Score -987952.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -987961.812500 Penalty: 3197.589111
	Iteration 33Q: 3 clusters Score -987961.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -987967.312500 Penalty: 3197.589111
	Iteration 34Q: 3 clusters Score -987967.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -987983.875000 Penalty: 3197.589111
	Iteration 35Q: 3 clusters Score -987983.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -988001.437500 Penalty: 3197.589111
	Iteration 36Q: 3 clusters Score -988001.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -988013.750000 Penalty: 3197.589111
	Iteration 37Q: 3 clusters Score -988013.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -988025.187500 Penalty: 3197.589111
	Iteration 38Q: 3 clusters Score -988025.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -988029.812500 Penalty: 3197.589111
	Iteration 39Q: 3 clusters Score -988029.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -988036.062500 Penalty: 3197.589111
	Iteration 40F: 3 clusters Score -988036.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -988038.687500 Penalty: 3197.589111
	Iteration 41Q: 3 clusters Score -988038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -988040.500000 Penalty: 3197.589111
	Iteration 42Q: 3 clusters Score -988040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -988041.062500 Penalty: 3197.589111
	Iteration 43Q: 3 clusters Score -988041.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -988041.687500 Penalty: 3197.589111
	Iteration 44Q: 3 clusters Score -988041.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -988046.312500 Penalty: 3197.589111
	Iteration 45Q: 3 clusters Score -988046.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -988050.062500 Penalty: 3197.589111
	Iteration 46Q: 3 clusters Score -988050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -988051.812500 Penalty: 3197.589111
	Iteration 47Q: 3 clusters Score -988051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -988052.500000 Penalty: 3197.589111
	Iteration 48Q: 3 clusters Score -988052.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -988054.000000 Penalty: 3197.589111
	Iteration 49Q: 3 clusters Score -988054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -988054.187500 Penalty: 3197.589111
	Iteration 50Q: 3 clusters Score -988054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -988054.625000 Penalty: 3197.589111
	Iteration 51Q: 3 clusters Score -988054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -988055.875000 Penalty: 3197.589111
	Iteration 52Q: 3 clusters Score -988055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -988054.687500 Penalty: 3197.589111
	Iteration 53Q: 3 clusters Score -988054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -988056.187500 Penalty: 3197.589111
	Iteration 54Q: 3 clusters Score -988056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -988057.750000 Penalty: 3197.589111
	Iteration 55Q: 3 clusters Score -988057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -988058.812500 Penalty: 3197.589111
	Iteration 56Q: 3 clusters Score -988058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -988060.750000 Penalty: 3197.589111
	Iteration 57Q: 3 clusters Score -988060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -988062.562500 Penalty: 3197.589111
	Iteration 58Q: 3 clusters Score -988062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -988064.437500 Penalty: 3197.589111
	Iteration 59Q: 3 clusters Score -988064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -988065.062500 Penalty: 3197.589111
	Iteration 60F: 3 clusters Score -988065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -988066.875000 Penalty: 3197.589111
	Iteration 61Q: 3 clusters Score -988066.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -988066.875000 Penalty: 3197.589111
	Iteration 62Q: 3 clusters Score -988066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -988066.187500 Penalty: 3197.589111
	Iteration 63Q: 3 clusters Score -988066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -988066.750000 Penalty: 3197.589111
	Iteration 64Q: 3 clusters Score -988066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -988065.812500 Penalty: 3197.589111
	Iteration 65Q: 3 clusters Score -988065.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -988068.125000 Penalty: 3197.589111
	Iteration 66Q: 3 clusters Score -988068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -988067.625000 Penalty: 3197.589111
	Iteration 67Q: 3 clusters Score -988067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -988067.187500 Penalty: 3197.589111
	Iteration 68Q: 3 clusters Score -988067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -988067.187500 Penalty: 3197.589111
	Iteration 69F: 3 clusters Score -988067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (70797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Entering Unmasked Estep 
Score: -3657672.500000 Penalty: 1814.730469
	Iteration 0F: 2 clusters Score -3657672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -3610573.000000 Penalty: 3629.460938
	Iteration 0F: 3 clusters Score -3610573 nChanged 33246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -3629523.750000 Penalty: 3629.460938
	Iteration 1F: 3 clusters Score -3629524 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -3630016.000000 Penalty: 3629.460938
	Iteration 2Q: 3 clusters Score -3630016 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -3630648.750000 Penalty: 3629.460938
	Iteration 3Q: 3 clusters Score -3630649 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3631488.500000 Penalty: 3629.460938
	Iteration 4Q: 3 clusters Score -3631488 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -3632844.250000 Penalty: 3629.460938
	Iteration 5Q: 3 clusters Score -3632844 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3635127.750000 Penalty: 3629.460938
	Iteration 6F: 3 clusters Score -3635128 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3639070.750000 Penalty: 3629.460938
	Iteration 7F: 3 clusters Score -3639071 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3644563.750000 Penalty: 3629.460938
	Iteration 8F: 3 clusters Score -3644564 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3649999.250000 Penalty: 3629.460938
	Iteration 9F: 3 clusters Score -3649999 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3652828.750000 Penalty: 3629.460938
	Iteration 10Q: 3 clusters Score -3652829 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3654000.250000 Penalty: 3629.460938
	Iteration 11Q: 3 clusters Score -3654000 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3654672.250000 Penalty: 3629.460938
	Iteration 12Q: 3 clusters Score -3654672 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3655110.000000 Penalty: 3629.460938
	Iteration 13Q: 3 clusters Score -3655110 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3655391.000000 Penalty: 3629.460938
	Iteration 14Q: 3 clusters Score -3655391 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3655612.250000 Penalty: 3629.460938
	Iteration 15Q: 3 clusters Score -3655612 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3655752.750000 Penalty: 3629.460938
	Iteration 16Q: 3 clusters Score -3655753 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3655876.250000 Penalty: 3629.460938
	Iteration 17Q: 3 clusters Score -3655876 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3656000.500000 Penalty: 3629.460938
	Iteration 18Q: 3 clusters Score -3656000 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3656069.500000 Penalty: 3629.460938
	Iteration 19Q: 3 clusters Score -3656070 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3656134.500000 Penalty: 3629.460938
	Iteration 20F: 3 clusters Score -3656134 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3656226.250000 Penalty: 3629.460938
	Iteration 21Q: 3 clusters Score -3656226 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -3656296.750000 Penalty: 3629.460938
	Iteration 22Q: 3 clusters Score -3656297 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3656333.750000 Penalty: 3629.460938
	Iteration 23Q: 3 clusters Score -3656334 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3656358.250000 Penalty: 3629.460938
	Iteration 24Q: 3 clusters Score -3656358 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3656397.250000 Penalty: 3629.460938
	Iteration 25Q: 3 clusters Score -3656397 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3656429.750000 Penalty: 3629.460938
	Iteration 26Q: 3 clusters Score -3656430 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3656467.000000 Penalty: 3629.460938
	Iteration 27Q: 3 clusters Score -3656467 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3656474.000000 Penalty: 3629.460938
	Iteration 28Q: 3 clusters Score -3656474 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3656498.500000 Penalty: 3629.460938
	Iteration 29Q: 3 clusters Score -3656498 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3656502.250000 Penalty: 3629.460938
	Iteration 30Q: 3 clusters Score -3656502 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3656540.000000 Penalty: 3629.460938
	Iteration 31Q: 3 clusters Score -3656540 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3656564.250000 Penalty: 3629.460938
	Iteration 32Q: 3 clusters Score -3656564 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3656584.250000 Penalty: 3629.460938
	Iteration 33Q: 3 clusters Score -3656584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3656596.250000 Penalty: 3629.460938
	Iteration 34Q: 3 clusters Score -3656596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -3656603.250000 Penalty: 3629.460938
	Iteration 35Q: 3 clusters Score -3656603 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3656621.000000 Penalty: 3629.460938
	Iteration 36Q: 3 clusters Score -3656621 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3656634.000000 Penalty: 3629.460938
	Iteration 37Q: 3 clusters Score -3656634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3656636.250000 Penalty: 3629.460938
	Iteration 38Q: 3 clusters Score -3656636 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3656630.500000 Penalty: 3629.460938
	Iteration 39Q: 3 clusters Score -3656630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3656640.000000 Penalty: 3629.460938
	Iteration 40F: 3 clusters Score -3656640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3656652.000000 Penalty: 3629.460938
	Iteration 41Q: 3 clusters Score -3656652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3656665.500000 Penalty: 3629.460938
	Iteration 42Q: 3 clusters Score -3656666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3656674.000000 Penalty: 3629.460938
	Iteration 43Q: 3 clusters Score -3656674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3656670.000000 Penalty: 3629.460938
	Iteration 44Q: 3 clusters Score -3656670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3656675.500000 Penalty: 3629.460938
	Iteration 45Q: 3 clusters Score -3656676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3656679.500000 Penalty: 3629.460938
	Iteration 46Q: 3 clusters Score -3656680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3656681.000000 Penalty: 3629.460938
	Iteration 47Q: 3 clusters Score -3656681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3656683.750000 Penalty: 3629.460938
	Iteration 48Q: 3 clusters Score -3656684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3656683.250000 Penalty: 3629.460938
	Iteration 49Q: 3 clusters Score -3656683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3656684.000000 Penalty: 3629.460938
	Iteration 50Q: 3 clusters Score -3656684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3656689.000000 Penalty: 3629.460938
	Iteration 51Q: 3 clusters Score -3656689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3656692.000000 Penalty: 3629.460938
	Iteration 52Q: 3 clusters Score -3656692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3656698.500000 Penalty: 3629.460938
	Iteration 53Q: 3 clusters Score -3656698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3656703.000000 Penalty: 3629.460938
	Iteration 54Q: 3 clusters Score -3656703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3656708.500000 Penalty: 3629.460938
	Iteration 55Q: 3 clusters Score -3656708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3656714.250000 Penalty: 3629.460938
	Iteration 56Q: 3 clusters Score -3656714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3656710.750000 Penalty: 3629.460938
	Iteration 57Q: 3 clusters Score -3656711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3656708.250000 Penalty: 3629.460938
	Iteration 58Q: 3 clusters Score -3656708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -3656706.250000 Penalty: 3629.460938
	Iteration 59Q: 3 clusters Score -3656706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3656707.750000 Penalty: 3629.460938
	Iteration 60F: 3 clusters Score -3656708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3656707.250000 Penalty: 3629.460938
	Iteration 61Q: 3 clusters Score -3656707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3656710.000000 Penalty: 3629.460938
	Iteration 62Q: 3 clusters Score -3656710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3656704.250000 Penalty: 3629.460938
	Iteration 63Q: 3 clusters Score -3656704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3656703.750000 Penalty: 3629.460938
	Iteration 64Q: 3 clusters Score -3656704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3656702.250000 Penalty: 3629.460938
	Iteration 65Q: 3 clusters Score -3656702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3656697.250000 Penalty: 3629.460938
	Iteration 66Q: 3 clusters Score -3656697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3656696.500000 Penalty: 3629.460938
	Iteration 67Q: 3 clusters Score -3656696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3656685.750000 Penalty: 3629.460938
	Iteration 68Q: 3 clusters Score -3656686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3656690.000000 Penalty: 3629.460938
	Iteration 69Q: 3 clusters Score -3656690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3656686.500000 Penalty: 3629.460938
	Iteration 70Q: 3 clusters Score -3656686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3656692.500000 Penalty: 3629.460938
	Iteration 71Q: 3 clusters Score -3656692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3656689.000000 Penalty: 3629.460938
	Iteration 72Q: 3 clusters Score -3656689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3656686.750000 Penalty: 3629.460938
	Iteration 73Q: 3 clusters Score -3656687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3656696.500000 Penalty: 3629.460938
	Iteration 74Q: 3 clusters Score -3656696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3656692.000000 Penalty: 3629.460938
	Iteration 75Q: 3 clusters Score -3656692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65808 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3656697.750000 Penalty: 3629.460938
	Iteration 76Q: 3 clusters Score -3656698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3656706.750000 Penalty: 3629.460938
	Iteration 77Q: 3 clusters Score -3656707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3656709.250000 Penalty: 3629.460938
	Iteration 78Q: 3 clusters Score -3656709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3656709.750000 Penalty: 3629.460938
	Iteration 79Q: 3 clusters Score -3656710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -3656715.500000 Penalty: 3629.460938
	Iteration 80F: 3 clusters Score -3656716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3656724.500000 Penalty: 3629.460938
	Iteration 81Q: 3 clusters Score -3656724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3656717.750000 Penalty: 3629.460938
	Iteration 82Q: 3 clusters Score -3656718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3656721.500000 Penalty: 3629.460938
	Iteration 83Q: 3 clusters Score -3656722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3656729.750000 Penalty: 3629.460938
	Iteration 84Q: 3 clusters Score -3656730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3656733.500000 Penalty: 3629.460938
	Iteration 85Q: 3 clusters Score -3656734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3656731.000000 Penalty: 3629.460938
	Iteration 86Q: 3 clusters Score -3656731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3656739.250000 Penalty: 3629.460938
	Iteration 87Q: 3 clusters Score -3656739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3656745.250000 Penalty: 3629.460938
	Iteration 88Q: 3 clusters Score -3656745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3656749.500000 Penalty: 3629.460938
	Iteration 89Q: 3 clusters Score -3656750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3656752.750000 Penalty: 3629.460938
	Iteration 90Q: 3 clusters Score -3656753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3656751.500000 Penalty: 3629.460938
	Iteration 91Q: 3 clusters Score -3656752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3656750.750000 Penalty: 3629.460938
	Iteration 92Q: 3 clusters Score -3656751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3656751.000000 Penalty: 3629.460938
	Iteration 93Q: 3 clusters Score -3656751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3656756.750000 Penalty: 3629.460938
	Iteration 94Q: 3 clusters Score -3656757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3656757.000000 Penalty: 3629.460938
	Iteration 95Q: 3 clusters Score -3656757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3656756.750000 Penalty: 3629.460938
	Iteration 96Q: 3 clusters Score -3656757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3656758.000000 Penalty: 3629.460938
	Iteration 97Q: 3 clusters Score -3656758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3656764.000000 Penalty: 3629.460938
	Iteration 98Q: 3 clusters Score -3656764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3656759.000000 Penalty: 3629.460938
	Iteration 99Q: 3 clusters Score -3656759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3656751.250000 Penalty: 3629.460938
	Iteration 100F: 3 clusters Score -3656751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3656751.500000 Penalty: 3629.460938
	Iteration 101Q: 3 clusters Score -3656752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3656748.500000 Penalty: 3629.460938
	Iteration 102Q: 3 clusters Score -3656748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3656753.500000 Penalty: 3629.460938
	Iteration 103Q: 3 clusters Score -3656754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3656749.000000 Penalty: 3629.460938
	Iteration 104Q: 3 clusters Score -3656749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3656754.500000 Penalty: 3629.460938
	Iteration 105Q: 3 clusters Score -3656754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3656758.250000 Penalty: 3629.460938
	Iteration 106Q: 3 clusters Score -3656758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3656755.250000 Penalty: 3629.460938
	Iteration 107Q: 3 clusters Score -3656755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -3656759.750000 Penalty: 3629.460938
	Iteration 108Q: 3 clusters Score -3656760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3656763.250000 Penalty: 3629.460938
	Iteration 109Q: 3 clusters Score -3656763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3656765.500000 Penalty: 3629.460938
	Iteration 110Q: 3 clusters Score -3656766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3656763.750000 Penalty: 3629.460938
	Iteration 111Q: 3 clusters Score -3656764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3656766.000000 Penalty: 3629.460938
	Iteration 112Q: 3 clusters Score -3656766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3656771.250000 Penalty: 3629.460938
	Iteration 113Q: 3 clusters Score -3656771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3656767.250000 Penalty: 3629.460938
	Iteration 114Q: 3 clusters Score -3656767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3656772.500000 Penalty: 3629.460938
	Iteration 115Q: 3 clusters Score -3656772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3656776.500000 Penalty: 3629.460938
	Iteration 116Q: 3 clusters Score -3656776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3656777.000000 Penalty: 3629.460938
	Iteration 117Q: 3 clusters Score -3656777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3656774.500000 Penalty: 3629.460938
	Iteration 118Q: 3 clusters Score -3656774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3656777.250000 Penalty: 3629.460938
	Iteration 119Q: 3 clusters Score -3656777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3656769.000000 Penalty: 3629.460938
	Iteration 120F: 3 clusters Score -3656769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3656770.750000 Penalty: 3629.460938
	Iteration 121Q: 3 clusters Score -3656771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3656776.250000 Penalty: 3629.460938
	Iteration 122Q: 3 clusters Score -3656776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3656775.500000 Penalty: 3629.460938
	Iteration 123Q: 3 clusters Score -3656776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3656769.500000 Penalty: 3629.460938
	Iteration 124Q: 3 clusters Score -3656770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3656758.750000 Penalty: 3629.460938
	Iteration 125Q: 3 clusters Score -3656759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3656760.000000 Penalty: 3629.460938
	Iteration 126Q: 3 clusters Score -3656760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3656770.000000 Penalty: 3629.460938
	Iteration 127Q: 3 clusters Score -3656770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3656768.250000 Penalty: 3629.460938
	Iteration 128Q: 3 clusters Score -3656768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3656768.250000 Penalty: 3629.460938
	Iteration 129Q: 3 clusters Score -3656768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3656773.750000 Penalty: 3629.460938
	Iteration 130Q: 3 clusters Score -3656774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3656778.000000 Penalty: 3629.460938
	Iteration 131Q: 3 clusters Score -3656778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3656778.250000 Penalty: 3629.460938
	Iteration 132Q: 3 clusters Score -3656778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3656776.750000 Penalty: 3629.460938
	Iteration 133Q: 3 clusters Score -3656777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3656776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3656776.250000 Penalty: 3629.460938
	Iteration 135F: 3 clusters Score -3656776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Entering Unmasked Estep 
Score: -3375818.500000 Penalty: 1799.605957
	Iteration 0F: 2 clusters Score -3375818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -3332699.750000 Penalty: 3599.211914
	Iteration 0F: 3 clusters Score -3332700 nChanged 30414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -3349816.500000 Penalty: 3599.211914
	Iteration 1F: 3 clusters Score -3349816 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -3350599.000000 Penalty: 3599.211914
	Iteration 2Q: 3 clusters Score -3350599 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -3351674.250000 Penalty: 3599.211914
	Iteration 3Q: 3 clusters Score -3351674 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -3353377.750000 Penalty: 3599.211914
	Iteration 4F: 3 clusters Score -3353378 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -3356364.500000 Penalty: 3599.211914
	Iteration 5F: 3 clusters Score -3356364 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -3361077.500000 Penalty: 3599.211914
	Iteration 6F: 3 clusters Score -3361078 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -3366738.750000 Penalty: 3599.211914
	Iteration 7F: 3 clusters Score -3366739 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -3371235.500000 Penalty: 3599.211914
	Iteration 8F: 3 clusters Score -3371236 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -3373258.250000 Penalty: 3599.211914
	Iteration 9Q: 3 clusters Score -3373258 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -3373877.500000 Penalty: 3599.211914
	Iteration 10Q: 3 clusters Score -3373878 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -3374070.500000 Penalty: 3599.211914
	Iteration 11Q: 3 clusters Score -3374070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -3374145.750000 Penalty: 3599.211914
	Iteration 12Q: 3 clusters Score -3374146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -3374179.000000 Penalty: 3599.211914
	Iteration 13Q: 3 clusters Score -3374179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -3374200.000000 Penalty: 3599.211914
	Iteration 14Q: 3 clusters Score -3374200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 64368 members 
Entering Unmasked Estep 
Score: -3374219.000000 Penalty: 3599.211914
	Iteration 15Q: 3 clusters Score -3374219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -3374225.000000 Penalty: 3599.211914
	Iteration 16Q: 3 clusters Score -3374225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -3374226.750000 Penalty: 3599.211914
	Iteration 17Q: 3 clusters Score -3374227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -3374229.750000 Penalty: 3599.211914
	Iteration 18Q: 3 clusters Score -3374230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -3374232.000000 Penalty: 3599.211914
	Iteration 19Q: 3 clusters Score -3374232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -3374232.000000 Penalty: 3599.211914
	Iteration 20F: 3 clusters Score -3374232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Entering Unmasked Estep 
Score: -490150.562500 Penalty: 1484.081909
	Iteration 0F: 2 clusters Score -490150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -483504.562500 Penalty: 2968.163818
	Iteration 0F: 3 clusters Score -483504.6 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -485788.375000 Penalty: 2968.163818
	Iteration 1F: 3 clusters Score -485788.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -486231.625000 Penalty: 2968.163818
	Iteration 2F: 3 clusters Score -486231.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -486768.468750 Penalty: 2968.163818
	Iteration 3F: 3 clusters Score -486768.5 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -487284.625000 Penalty: 2968.163818
	Iteration 4F: 3 clusters Score -487284.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -487825.312500 Penalty: 2968.163818
	Iteration 5F: 3 clusters Score -487825.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -488300.218750 Penalty: 2968.163818
	Iteration 6F: 3 clusters Score -488300.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -488620.281250 Penalty: 2968.163818
	Iteration 7Q: 3 clusters Score -488620.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -488786.875000 Penalty: 2968.163818
	Iteration 8Q: 3 clusters Score -488786.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -488878.031250 Penalty: 2968.163818
	Iteration 9Q: 3 clusters Score -488878 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -488924.531250 Penalty: 2968.163818
	Iteration 10Q: 3 clusters Score -488924.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -488958.312500 Penalty: 2968.163818
	Iteration 11Q: 3 clusters Score -488958.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -488982.687500 Penalty: 2968.163818
	Iteration 12Q: 3 clusters Score -488982.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -489007.937500 Penalty: 2968.163818
	Iteration 13Q: 3 clusters Score -489007.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -489028.093750 Penalty: 2968.163818
	Iteration 14Q: 3 clusters Score -489028.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -489044.593750 Penalty: 2968.163818
	Iteration 15Q: 3 clusters Score -489044.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -489053.218750 Penalty: 2968.163818
	Iteration 16Q: 3 clusters Score -489053.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -489058.531250 Penalty: 2968.163818
	Iteration 17Q: 3 clusters Score -489058.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -489067.000000 Penalty: 2968.163818
	Iteration 18Q: 3 clusters Score -489067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -489073.156250 Penalty: 2968.163818
	Iteration 19Q: 3 clusters Score -489073.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -489083.312500 Penalty: 2968.163818
	Iteration 20F: 3 clusters Score -489083.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -489086.281250 Penalty: 2968.163818
	Iteration 21Q: 3 clusters Score -489086.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -489091.156250 Penalty: 2968.163818
	Iteration 22Q: 3 clusters Score -489091.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -489096.093750 Penalty: 2968.163818
	Iteration 23Q: 3 clusters Score -489096.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -489099.625000 Penalty: 2968.163818
	Iteration 24Q: 3 clusters Score -489099.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -489104.281250 Penalty: 2968.163818
	Iteration 25Q: 3 clusters Score -489104.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -489108.718750 Penalty: 2968.163818
	Iteration 26Q: 3 clusters Score -489108.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -489110.406250 Penalty: 2968.163818
	Iteration 27Q: 3 clusters Score -489110.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -489116.062500 Penalty: 2968.163818
	Iteration 28Q: 3 clusters Score -489116.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -489122.437500 Penalty: 2968.163818
	Iteration 29Q: 3 clusters Score -489122.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -489127.000000 Penalty: 2968.163818
	Iteration 30Q: 3 clusters Score -489127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -489128.218750 Penalty: 2968.163818
	Iteration 31Q: 3 clusters Score -489128.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -489131.718750 Penalty: 2968.163818
	Iteration 32Q: 3 clusters Score -489131.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -489131.500000 Penalty: 2968.163818
	Iteration 33Q: 3 clusters Score -489131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -489132.843750 Penalty: 2968.163818
	Iteration 34Q: 3 clusters Score -489132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -489134.218750 Penalty: 2968.163818
	Iteration 35Q: 3 clusters Score -489134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -489133.531250 Penalty: 2968.163818
	Iteration 36Q: 3 clusters Score -489133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -489134.500000 Penalty: 2968.163818
	Iteration 37Q: 3 clusters Score -489134.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -489135.000000 Penalty: 2968.163818
	Iteration 38Q: 3 clusters Score -489135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -489135.406250 Penalty: 2968.163818
	Iteration 39Q: 3 clusters Score -489135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -489136.062500 Penalty: 2968.163818
	Iteration 40F: 3 clusters Score -489136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -489135.812500 Penalty: 2968.163818
	Iteration 41Q: 3 clusters Score -489135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -489137.031250 Penalty: 2968.163818
	Iteration 42Q: 3 clusters Score -489137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -489137.406250 Penalty: 2968.163818
	Iteration 43Q: 3 clusters Score -489137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -489138.593750 Penalty: 2968.163818
	Iteration 44Q: 3 clusters Score -489138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -489139.375000 Penalty: 2968.163818
	Iteration 45Q: 3 clusters Score -489139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -489139.468750 Penalty: 2968.163818
	Iteration 46Q: 3 clusters Score -489139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -489139.468750 Penalty: 2968.163818
	Iteration 47F: 3 clusters Score -489139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Entering Unmasked Estep 
Score: -2639793.500000 Penalty: 1758.044922
	Iteration 0F: 2 clusters Score -2639794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -2606381.750000 Penalty: 3516.089844
	Iteration 0F: 3 clusters Score -2606382 nChanged 23322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -2619579.750000 Penalty: 3516.089844
	Iteration 1F: 3 clusters Score -2619580 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -2620056.250000 Penalty: 3516.089844
	Iteration 2Q: 3 clusters Score -2620056 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -2620660.250000 Penalty: 3516.089844
	Iteration 3Q: 3 clusters Score -2620660 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -2621519.250000 Penalty: 3516.089844
	Iteration 4Q: 3 clusters Score -2621519 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -2622899.000000 Penalty: 3516.089844
	Iteration 5F: 3 clusters Score -2622899 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -2625082.750000 Penalty: 3516.089844
	Iteration 6F: 3 clusters Score -2625083 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -2628139.500000 Penalty: 3516.089844
	Iteration 7F: 3 clusters Score -2628140 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -2631696.750000 Penalty: 3516.089844
	Iteration 8F: 3 clusters Score -2631697 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -2634618.000000 Penalty: 3516.089844
	Iteration 9F: 3 clusters Score -2634618 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -2636389.250000 Penalty: 3516.089844
	Iteration 10Q: 3 clusters Score -2636389 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -2637290.500000 Penalty: 3516.089844
	Iteration 11Q: 3 clusters Score -2637290 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -2637752.000000 Penalty: 3516.089844
	Iteration 12Q: 3 clusters Score -2637752 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -2637987.000000 Penalty: 3516.089844
	Iteration 13Q: 3 clusters Score -2637987 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -2638095.750000 Penalty: 3516.089844
	Iteration 14Q: 3 clusters Score -2638096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -2638161.250000 Penalty: 3516.089844
	Iteration 15Q: 3 clusters Score -2638161 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -2638195.750000 Penalty: 3516.089844
	Iteration 16Q: 3 clusters Score -2638196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -2638224.500000 Penalty: 3516.089844
	Iteration 17Q: 3 clusters Score -2638224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -2638259.250000 Penalty: 3516.089844
	Iteration 18Q: 3 clusters Score -2638259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -2638279.250000 Penalty: 3516.089844
	Iteration 19Q: 3 clusters Score -2638279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -2638286.750000 Penalty: 3516.089844
	Iteration 20F: 3 clusters Score -2638287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -2638301.000000 Penalty: 3516.089844
	Iteration 21Q: 3 clusters Score -2638301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -2638310.750000 Penalty: 3516.089844
	Iteration 22Q: 3 clusters Score -2638311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -2638323.500000 Penalty: 3516.089844
	Iteration 23Q: 3 clusters Score -2638324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -2638334.500000 Penalty: 3516.089844
	Iteration 24Q: 3 clusters Score -2638334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -2638341.750000 Penalty: 3516.089844
	Iteration 25Q: 3 clusters Score -2638342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -2638346.250000 Penalty: 3516.089844
	Iteration 26Q: 3 clusters Score -2638346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -2638353.750000 Penalty: 3516.089844
	Iteration 27Q: 3 clusters Score -2638354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -2638359.500000 Penalty: 3516.089844
	Iteration 28Q: 3 clusters Score -2638360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -2638358.500000 Penalty: 3516.089844
	Iteration 29Q: 3 clusters Score -2638358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -2638358.750000 Penalty: 3516.089844
	Iteration 30Q: 3 clusters Score -2638359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -2638357.000000 Penalty: 3516.089844
	Iteration 31Q: 3 clusters Score -2638357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -2638357.000000 Penalty: 3516.089844
	Iteration 32F: 3 clusters Score -2638357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (101922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101922 members 
Entering Unmasked Estep 
Score: -5272155.000000 Penalty: 1873.944092
	Iteration 0F: 2 clusters Score -5272155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -5204098.500000 Penalty: 3747.888184
	Iteration 0F: 3 clusters Score -5204098 nChanged 48719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -5232170.000000 Penalty: 3747.888184
	Iteration 1F: 3 clusters Score -5232170 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -5232889.000000 Penalty: 3747.888184
	Iteration 2Q: 3 clusters Score -5232889 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -5233889.000000 Penalty: 3747.888184
	Iteration 3Q: 3 clusters Score -5233889 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -5235233.500000 Penalty: 3747.888184
	Iteration 4Q: 3 clusters Score -5235234 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -5237835.000000 Penalty: 3747.888184
	Iteration 5Q: 3 clusters Score -5237835 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -5242350.000000 Penalty: 3747.888184
	Iteration 6F: 3 clusters Score -5242350 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -5249113.000000 Penalty: 3747.888184
	Iteration 7F: 3 clusters Score -5249113 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -5256948.500000 Penalty: 3747.888184
	Iteration 8F: 3 clusters Score -5256948 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -5263240.000000 Penalty: 3747.888184
	Iteration 9F: 3 clusters Score -5263240 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 97914 members 
Entering Unmasked Estep 
Score: -5267061.500000 Penalty: 3747.888184
	Iteration 10Q: 3 clusters Score -5267062 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -5269087.000000 Penalty: 3747.888184
	Iteration 11Q: 3 clusters Score -5269087 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 101055 members 
Entering Unmasked Estep 
Score: -5269929.000000 Penalty: 3747.888184
	Iteration 12Q: 3 clusters Score -5269929 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -5270286.500000 Penalty: 3747.888184
	Iteration 13Q: 3 clusters Score -5270286 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -5270432.000000 Penalty: 3747.888184
	Iteration 14Q: 3 clusters Score -5270432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -5270499.000000 Penalty: 3747.888184
	Iteration 15Q: 3 clusters Score -5270499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 101669 members 
Entering Unmasked Estep 
Score: -5270535.500000 Penalty: 3747.888184
	Iteration 16Q: 3 clusters Score -5270536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -5270554.000000 Penalty: 3747.888184
	Iteration 17Q: 3 clusters Score -5270554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -5270569.000000 Penalty: 3747.888184
	Iteration 18Q: 3 clusters Score -5270569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -5270573.000000 Penalty: 3747.888184
	Iteration 19Q: 3 clusters Score -5270573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -5270586.500000 Penalty: 3747.888184
	Iteration 20F: 3 clusters Score -5270586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 101712 members 
Entering Unmasked Estep 
Score: -5270597.500000 Penalty: 3747.888184
	Iteration 21Q: 3 clusters Score -5270598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -5270599.500000 Penalty: 3747.888184
	Iteration 22Q: 3 clusters Score -5270600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -5270598.500000 Penalty: 3747.888184
	Iteration 23Q: 3 clusters Score -5270598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 101718 members 
Entering Unmasked Estep 
Score: -5270601.500000 Penalty: 3747.888184
	Iteration 24Q: 3 clusters Score -5270602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 101718 members 
Entering Unmasked Estep 
Score: -5270601.500000 Penalty: 3747.888184
	Iteration 25F: 3 clusters Score -5270602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -328704.906250 Penalty: 1415.019653
	Iteration 0F: 2 clusters Score -328704.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -323994.562500 Penalty: 2830.039307
	Iteration 0F: 3 clusters Score -323994.6 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -325309.531250 Penalty: 2830.039307
	Iteration 1F: 3 clusters Score -325309.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -325523.625000 Penalty: 2830.039307
	Iteration 2F: 3 clusters Score -325523.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -325657.281250 Penalty: 2830.039307
	Iteration 3F: 3 clusters Score -325657.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -325756.312500 Penalty: 2830.039307
	Iteration 4Q: 3 clusters Score -325756.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -325842.031250 Penalty: 2830.039307
	Iteration 5Q: 3 clusters Score -325842 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -325916.343750 Penalty: 2830.039307
	Iteration 6Q: 3 clusters Score -325916.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -326010.593750 Penalty: 2830.039307
	Iteration 7Q: 3 clusters Score -326010.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -326118.937500 Penalty: 2830.039307
	Iteration 8Q: 3 clusters Score -326118.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -326242.968750 Penalty: 2830.039307
	Iteration 9Q: 3 clusters Score -326243 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -326375.687500 Penalty: 2830.039307
	Iteration 10Q: 3 clusters Score -326375.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -326546.468750 Penalty: 2830.039307
	Iteration 11Q: 3 clusters Score -326546.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -326710.125000 Penalty: 2830.039307
	Iteration 12Q: 3 clusters Score -326710.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -326877.781250 Penalty: 2830.039307
	Iteration 13Q: 3 clusters Score -326877.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -327029.187500 Penalty: 2830.039307
	Iteration 14Q: 3 clusters Score -327029.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -327128.500000 Penalty: 2830.039307
	Iteration 15Q: 3 clusters Score -327128.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -327222.875000 Penalty: 2830.039307
	Iteration 16Q: 3 clusters Score -327222.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -327292.468750 Penalty: 2830.039307
	Iteration 17Q: 3 clusters Score -327292.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -327341.375000 Penalty: 2830.039307
	Iteration 18Q: 3 clusters Score -327341.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -327376.468750 Penalty: 2830.039307
	Iteration 19Q: 3 clusters Score -327376.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -327406.812500 Penalty: 2830.039307
	Iteration 20F: 3 clusters Score -327406.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -327429.625000 Penalty: 2830.039307
	Iteration 21Q: 3 clusters Score -327429.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -327450.281250 Penalty: 2830.039307
	Iteration 22Q: 3 clusters Score -327450.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -327464.968750 Penalty: 2830.039307
	Iteration 23Q: 3 clusters Score -327465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -327470.125000 Penalty: 2830.039307
	Iteration 24Q: 3 clusters Score -327470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -327475.437500 Penalty: 2830.039307
	Iteration 25Q: 3 clusters Score -327475.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -327482.093750 Penalty: 2830.039307
	Iteration 26Q: 3 clusters Score -327482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -327484.843750 Penalty: 2830.039307
	Iteration 27Q: 3 clusters Score -327484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -327487.812500 Penalty: 2830.039307
	Iteration 28Q: 3 clusters Score -327487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -327491.906250 Penalty: 2830.039307
	Iteration 29Q: 3 clusters Score -327491.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -327497.843750 Penalty: 2830.039307
	Iteration 30Q: 3 clusters Score -327497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -327503.062500 Penalty: 2830.039307
	Iteration 31Q: 3 clusters Score -327503.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -327505.500000 Penalty: 2830.039307
	Iteration 32Q: 3 clusters Score -327505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -327506.343750 Penalty: 2830.039307
	Iteration 33Q: 3 clusters Score -327506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -327507.812500 Penalty: 2830.039307
	Iteration 34Q: 3 clusters Score -327507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -327509.187500 Penalty: 2830.039307
	Iteration 35Q: 3 clusters Score -327509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -327510.593750 Penalty: 2830.039307
	Iteration 36Q: 3 clusters Score -327510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -327510.593750 Penalty: 2830.039307
	Iteration 37F: 3 clusters Score -327510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Entering Unmasked Estep 
Score: -1508722.000000 Penalty: 1667.666016
	Iteration 0F: 2 clusters Score -1508722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1489483.500000 Penalty: 3335.332031
	Iteration 0F: 3 clusters Score -1489484 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1496773.875000 Penalty: 3335.332031
	Iteration 1F: 3 clusters Score -1496774 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1497305.250000 Penalty: 3335.332031
	Iteration 2Q: 3 clusters Score -1497305 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1497914.500000 Penalty: 3335.332031
	Iteration 3Q: 3 clusters Score -1497914 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1498750.500000 Penalty: 3335.332031
	Iteration 4F: 3 clusters Score -1498750 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1499885.750000 Penalty: 3335.332031
	Iteration 5F: 3 clusters Score -1499886 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1501257.000000 Penalty: 3335.332031
	Iteration 6F: 3 clusters Score -1501257 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1502625.500000 Penalty: 3335.332031
	Iteration 7F: 3 clusters Score -1502626 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1503708.250000 Penalty: 3335.332031
	Iteration 8F: 3 clusters Score -1503708 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1504522.250000 Penalty: 3335.332031
	Iteration 9Q: 3 clusters Score -1504522 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1505112.625000 Penalty: 3335.332031
	Iteration 10Q: 3 clusters Score -1505113 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1505599.500000 Penalty: 3335.332031
	Iteration 11Q: 3 clusters Score -1505600 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1505985.375000 Penalty: 3335.332031
	Iteration 12Q: 3 clusters Score -1505985 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1506316.750000 Penalty: 3335.332031
	Iteration 13Q: 3 clusters Score -1506317 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1506578.500000 Penalty: 3335.332031
	Iteration 14Q: 3 clusters Score -1506578 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1506774.000000 Penalty: 3335.332031
	Iteration 15Q: 3 clusters Score -1506774 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1506901.375000 Penalty: 3335.332031
	Iteration 16Q: 3 clusters Score -1506901 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1506995.500000 Penalty: 3335.332031
	Iteration 17Q: 3 clusters Score -1506996 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1507053.750000 Penalty: 3335.332031
	Iteration 18Q: 3 clusters Score -1507054 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1507087.875000 Penalty: 3335.332031
	Iteration 19Q: 3 clusters Score -1507088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1507116.875000 Penalty: 3335.332031
	Iteration 20F: 3 clusters Score -1507117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1507133.625000 Penalty: 3335.332031
	Iteration 21Q: 3 clusters Score -1507134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1507149.500000 Penalty: 3335.332031
	Iteration 22Q: 3 clusters Score -1507150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1507159.375000 Penalty: 3335.332031
	Iteration 23Q: 3 clusters Score -1507159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1507170.500000 Penalty: 3335.332031
	Iteration 24Q: 3 clusters Score -1507170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1507176.500000 Penalty: 3335.332031
	Iteration 25Q: 3 clusters Score -1507176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1507187.875000 Penalty: 3335.332031
	Iteration 26Q: 3 clusters Score -1507188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1507191.125000 Penalty: 3335.332031
	Iteration 27Q: 3 clusters Score -1507191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1507191.625000 Penalty: 3335.332031
	Iteration 28Q: 3 clusters Score -1507192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1507202.750000 Penalty: 3335.332031
	Iteration 29Q: 3 clusters Score -1507203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1507209.375000 Penalty: 3335.332031
	Iteration 30Q: 3 clusters Score -1507209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1507212.750000 Penalty: 3335.332031
	Iteration 31Q: 3 clusters Score -1507213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1507218.125000 Penalty: 3335.332031
	Iteration 32Q: 3 clusters Score -1507218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1507224.000000 Penalty: 3335.332031
	Iteration 33Q: 3 clusters Score -1507224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1507221.750000 Penalty: 3335.332031
	Iteration 34Q: 3 clusters Score -1507222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1507225.000000 Penalty: 3335.332031
	Iteration 35Q: 3 clusters Score -1507225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1507225.625000 Penalty: 3335.332031
	Iteration 36Q: 3 clusters Score -1507226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1507227.125000 Penalty: 3335.332031
	Iteration 37Q: 3 clusters Score -1507227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1507231.500000 Penalty: 3335.332031
	Iteration 38Q: 3 clusters Score -1507232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1507231.625000 Penalty: 3335.332031
	Iteration 39Q: 3 clusters Score -1507232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1507233.250000 Penalty: 3335.332031
	Iteration 40F: 3 clusters Score -1507233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1507234.125000 Penalty: 3335.332031
	Iteration 41Q: 3 clusters Score -1507234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1507236.000000 Penalty: 3335.332031
	Iteration 42Q: 3 clusters Score -1507236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1507239.125000 Penalty: 3335.332031
	Iteration 43Q: 3 clusters Score -1507239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1507239.500000 Penalty: 3335.332031
	Iteration 44Q: 3 clusters Score -1507240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1507238.500000 Penalty: 3335.332031
	Iteration 45Q: 3 clusters Score -1507238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1507239.250000 Penalty: 3335.332031
	Iteration 46Q: 3 clusters Score -1507239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1507240.375000 Penalty: 3335.332031
	Iteration 47Q: 3 clusters Score -1507240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1507242.750000 Penalty: 3335.332031
	Iteration 48Q: 3 clusters Score -1507243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1507242.875000 Penalty: 3335.332031
	Iteration 49Q: 3 clusters Score -1507243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1507243.625000 Penalty: 3335.332031
	Iteration 50Q: 3 clusters Score -1507244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1507253.750000 Penalty: 3335.332031
	Iteration 51Q: 3 clusters Score -1507254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1507253.500000 Penalty: 3335.332031
	Iteration 52Q: 3 clusters Score -1507254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1507256.500000 Penalty: 3335.332031
	Iteration 53Q: 3 clusters Score -1507256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1507256.500000 Penalty: 3335.332031
	Iteration 54F: 3 clusters Score -1507256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Entering Unmasked Estep 
Score: -1429038.375000 Penalty: 1659.569458
	Iteration 0F: 2 clusters Score -1429038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1410687.000000 Penalty: 3319.138916
	Iteration 0F: 3 clusters Score -1410687 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1417419.875000 Penalty: 3319.138916
	Iteration 1F: 3 clusters Score -1417420 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1417879.750000 Penalty: 3319.138916
	Iteration 2Q: 3 clusters Score -1417880 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1418491.750000 Penalty: 3319.138916
	Iteration 3F: 3 clusters Score -1418492 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1419404.375000 Penalty: 3319.138916
	Iteration 4F: 3 clusters Score -1419404 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1420745.750000 Penalty: 3319.138916
	Iteration 5F: 3 clusters Score -1420746 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1422566.750000 Penalty: 3319.138916
	Iteration 6F: 3 clusters Score -1422567 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1424475.125000 Penalty: 3319.138916
	Iteration 7F: 3 clusters Score -1424475 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1425951.375000 Penalty: 3319.138916
	Iteration 8F: 3 clusters Score -1425951 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1426833.625000 Penalty: 3319.138916
	Iteration 9Q: 3 clusters Score -1426834 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1427314.875000 Penalty: 3319.138916
	Iteration 10Q: 3 clusters Score -1427315 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1427557.000000 Penalty: 3319.138916
	Iteration 11Q: 3 clusters Score -1427557 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1427664.750000 Penalty: 3319.138916
	Iteration 12Q: 3 clusters Score -1427665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1427726.375000 Penalty: 3319.138916
	Iteration 13Q: 3 clusters Score -1427726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1427792.125000 Penalty: 3319.138916
	Iteration 14Q: 3 clusters Score -1427792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1427839.625000 Penalty: 3319.138916
	Iteration 15Q: 3 clusters Score -1427840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1427875.250000 Penalty: 3319.138916
	Iteration 16Q: 3 clusters Score -1427875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1427910.000000 Penalty: 3319.138916
	Iteration 17Q: 3 clusters Score -1427910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1427928.625000 Penalty: 3319.138916
	Iteration 18Q: 3 clusters Score -1427929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1427941.125000 Penalty: 3319.138916
	Iteration 19Q: 3 clusters Score -1427941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1427948.750000 Penalty: 3319.138916
	Iteration 20F: 3 clusters Score -1427949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1427952.625000 Penalty: 3319.138916
	Iteration 21Q: 3 clusters Score -1427953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1427955.000000 Penalty: 3319.138916
	Iteration 22Q: 3 clusters Score -1427955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1427958.250000 Penalty: 3319.138916
	Iteration 23Q: 3 clusters Score -1427958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1427962.625000 Penalty: 3319.138916
	Iteration 24Q: 3 clusters Score -1427963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1427962.750000 Penalty: 3319.138916
	Iteration 25Q: 3 clusters Score -1427963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1427962.750000 Penalty: 3319.138916
	Iteration 26F: 3 clusters Score -1427963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Entering Unmasked Estep 
Score: -698460.562500 Penalty: 1543.886963
	Iteration 0F: 2 clusters Score -698460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -689045.562500 Penalty: 3087.773926
	Iteration 0F: 3 clusters Score -689045.6 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -692239.437500 Penalty: 3087.773926
	Iteration 1F: 3 clusters Score -692239.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -692559.562500 Penalty: 3087.773926
	Iteration 2F: 3 clusters Score -692559.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -692824.812500 Penalty: 3087.773926
	Iteration 3F: 3 clusters Score -692824.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -693058.000000 Penalty: 3087.773926
	Iteration 4Q: 3 clusters Score -693058 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -693310.750000 Penalty: 3087.773926
	Iteration 5Q: 3 clusters Score -693310.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -693639.937500 Penalty: 3087.773926
	Iteration 6Q: 3 clusters Score -693639.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -694072.187500 Penalty: 3087.773926
	Iteration 7Q: 3 clusters Score -694072.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -694658.562500 Penalty: 3087.773926
	Iteration 8F: 3 clusters Score -694658.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -695271.875000 Penalty: 3087.773926
	Iteration 9F: 3 clusters Score -695271.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -695762.500000 Penalty: 3087.773926
	Iteration 10F: 3 clusters Score -695762.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -696024.562500 Penalty: 3087.773926
	Iteration 11Q: 3 clusters Score -696024.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -696167.312500 Penalty: 3087.773926
	Iteration 12Q: 3 clusters Score -696167.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -696264.000000 Penalty: 3087.773926
	Iteration 13Q: 3 clusters Score -696264 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -696330.437500 Penalty: 3087.773926
	Iteration 14Q: 3 clusters Score -696330.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -696390.187500 Penalty: 3087.773926
	Iteration 15Q: 3 clusters Score -696390.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -696447.750000 Penalty: 3087.773926
	Iteration 16Q: 3 clusters Score -696447.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -696502.000000 Penalty: 3087.773926
	Iteration 17Q: 3 clusters Score -696502 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -696539.437500 Penalty: 3087.773926
	Iteration 18Q: 3 clusters Score -696539.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -696571.687500 Penalty: 3087.773926
	Iteration 19Q: 3 clusters Score -696571.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -696600.812500 Penalty: 3087.773926
	Iteration 20F: 3 clusters Score -696600.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -696620.562500 Penalty: 3087.773926
	Iteration 21Q: 3 clusters Score -696620.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -696634.562500 Penalty: 3087.773926
	Iteration 22Q: 3 clusters Score -696634.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -696646.937500 Penalty: 3087.773926
	Iteration 23Q: 3 clusters Score -696646.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -696660.937500 Penalty: 3087.773926
	Iteration 24Q: 3 clusters Score -696660.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -696672.750000 Penalty: 3087.773926
	Iteration 25Q: 3 clusters Score -696672.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -696682.312500 Penalty: 3087.773926
	Iteration 26Q: 3 clusters Score -696682.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -696690.562500 Penalty: 3087.773926
	Iteration 27Q: 3 clusters Score -696690.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -696696.062500 Penalty: 3087.773926
	Iteration 28Q: 3 clusters Score -696696.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -696703.687500 Penalty: 3087.773926
	Iteration 29Q: 3 clusters Score -696703.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -696711.500000 Penalty: 3087.773926
	Iteration 30Q: 3 clusters Score -696711.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -696719.875000 Penalty: 3087.773926
	Iteration 31Q: 3 clusters Score -696719.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -696728.625000 Penalty: 3087.773926
	Iteration 32Q: 3 clusters Score -696728.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -696740.125000 Penalty: 3087.773926
	Iteration 33Q: 3 clusters Score -696740.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -696752.625000 Penalty: 3087.773926
	Iteration 34Q: 3 clusters Score -696752.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -696768.500000 Penalty: 3087.773926
	Iteration 35Q: 3 clusters Score -696768.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -696778.937500 Penalty: 3087.773926
	Iteration 36Q: 3 clusters Score -696778.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -696787.750000 Penalty: 3087.773926
	Iteration 37Q: 3 clusters Score -696787.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -696799.062500 Penalty: 3087.773926
	Iteration 38Q: 3 clusters Score -696799.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -696812.437500 Penalty: 3087.773926
	Iteration 39Q: 3 clusters Score -696812.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -696825.500000 Penalty: 3087.773926
	Iteration 40F: 3 clusters Score -696825.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -696841.312500 Penalty: 3087.773926
	Iteration 41Q: 3 clusters Score -696841.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -696850.187500 Penalty: 3087.773926
	Iteration 42Q: 3 clusters Score -696850.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -696857.000000 Penalty: 3087.773926
	Iteration 43Q: 3 clusters Score -696857 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -696870.000000 Penalty: 3087.773926
	Iteration 44Q: 3 clusters Score -696870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -696878.625000 Penalty: 3087.773926
	Iteration 45Q: 3 clusters Score -696878.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -696893.812500 Penalty: 3087.773926
	Iteration 46Q: 3 clusters Score -696893.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -696910.312500 Penalty: 3087.773926
	Iteration 47Q: 3 clusters Score -696910.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -696922.750000 Penalty: 3087.773926
	Iteration 48Q: 3 clusters Score -696922.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -696936.937500 Penalty: 3087.773926
	Iteration 49Q: 3 clusters Score -696936.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -696950.812500 Penalty: 3087.773926
	Iteration 50Q: 3 clusters Score -696950.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -696969.750000 Penalty: 3087.773926
	Iteration 51Q: 3 clusters Score -696969.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -696984.062500 Penalty: 3087.773926
	Iteration 52Q: 3 clusters Score -696984.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -697000.687500 Penalty: 3087.773926
	Iteration 53Q: 3 clusters Score -697000.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -697008.625000 Penalty: 3087.773926
	Iteration 54Q: 3 clusters Score -697008.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -697017.750000 Penalty: 3087.773926
	Iteration 55Q: 3 clusters Score -697017.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -697030.750000 Penalty: 3087.773926
	Iteration 56Q: 3 clusters Score -697030.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -697043.250000 Penalty: 3087.773926
	Iteration 57Q: 3 clusters Score -697043.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -697055.000000 Penalty: 3087.773926
	Iteration 58Q: 3 clusters Score -697055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -697061.312500 Penalty: 3087.773926
	Iteration 59Q: 3 clusters Score -697061.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -697068.687500 Penalty: 3087.773926
	Iteration 60F: 3 clusters Score -697068.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -697073.687500 Penalty: 3087.773926
	Iteration 61Q: 3 clusters Score -697073.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -697079.625000 Penalty: 3087.773926
	Iteration 62Q: 3 clusters Score -697079.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -697085.250000 Penalty: 3087.773926
	Iteration 63Q: 3 clusters Score -697085.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -697090.812500 Penalty: 3087.773926
	Iteration 64Q: 3 clusters Score -697090.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -697093.687500 Penalty: 3087.773926
	Iteration 65Q: 3 clusters Score -697093.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -697098.125000 Penalty: 3087.773926
	Iteration 66Q: 3 clusters Score -697098.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -697104.500000 Penalty: 3087.773926
	Iteration 67Q: 3 clusters Score -697104.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -697108.312500 Penalty: 3087.773926
	Iteration 68Q: 3 clusters Score -697108.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -697113.125000 Penalty: 3087.773926
	Iteration 69Q: 3 clusters Score -697113.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -697114.875000 Penalty: 3087.773926
	Iteration 70Q: 3 clusters Score -697114.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -697117.562500 Penalty: 3087.773926
	Iteration 71Q: 3 clusters Score -697117.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -697120.062500 Penalty: 3087.773926
	Iteration 72Q: 3 clusters Score -697120.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -697122.562500 Penalty: 3087.773926
	Iteration 73Q: 3 clusters Score -697122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -697125.125000 Penalty: 3087.773926
	Iteration 74Q: 3 clusters Score -697125.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -697125.875000 Penalty: 3087.773926
	Iteration 75Q: 3 clusters Score -697125.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -697128.500000 Penalty: 3087.773926
	Iteration 76Q: 3 clusters Score -697128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -697130.875000 Penalty: 3087.773926
	Iteration 77Q: 3 clusters Score -697130.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -697132.375000 Penalty: 3087.773926
	Iteration 78Q: 3 clusters Score -697132.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -697135.187500 Penalty: 3087.773926
	Iteration 79Q: 3 clusters Score -697135.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -697136.937500 Penalty: 3087.773926
	Iteration 80F: 3 clusters Score -697136.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -697140.375000 Penalty: 3087.773926
	Iteration 81Q: 3 clusters Score -697140.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -697141.312500 Penalty: 3087.773926
	Iteration 82Q: 3 clusters Score -697141.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -697141.437500 Penalty: 3087.773926
	Iteration 83Q: 3 clusters Score -697141.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -697142.937500 Penalty: 3087.773926
	Iteration 84Q: 3 clusters Score -697142.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -697143.750000 Penalty: 3087.773926
	Iteration 85Q: 3 clusters Score -697143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -697145.937500 Penalty: 3087.773926
	Iteration 86Q: 3 clusters Score -697145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -697144.562500 Penalty: 3087.773926
	Iteration 87Q: 3 clusters Score -697144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -697144.562500 Penalty: 3087.773926
	Iteration 88F: 3 clusters Score -697144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Entering Unmasked Estep 
Score: -675162.250000 Penalty: 1534.016479
	Iteration 0F: 2 clusters Score -675162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -666280.875000 Penalty: 3068.032959
	Iteration 0F: 3 clusters Score -666280.9 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -669231.062500 Penalty: 3068.032959
	Iteration 1F: 3 clusters Score -669231.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -669463.375000 Penalty: 3068.032959
	Iteration 2F: 3 clusters Score -669463.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -669651.687500 Penalty: 3068.032959
	Iteration 3Q: 3 clusters Score -669651.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -669830.937500 Penalty: 3068.032959
	Iteration 4Q: 3 clusters Score -669830.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -670030.187500 Penalty: 3068.032959
	Iteration 5Q: 3 clusters Score -670030.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -670259.000000 Penalty: 3068.032959
	Iteration 6Q: 3 clusters Score -670259 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -670560.562500 Penalty: 3068.032959
	Iteration 7Q: 3 clusters Score -670560.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -670966.312500 Penalty: 3068.032959
	Iteration 8F: 3 clusters Score -670966.3 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -671502.812500 Penalty: 3068.032959
	Iteration 9F: 3 clusters Score -671502.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -672093.250000 Penalty: 3068.032959
	Iteration 10F: 3 clusters Score -672093.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -672649.937500 Penalty: 3068.032959
	Iteration 11F: 3 clusters Score -672649.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -673068.625000 Penalty: 3068.032959
	Iteration 12Q: 3 clusters Score -673068.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -673352.937500 Penalty: 3068.032959
	Iteration 13Q: 3 clusters Score -673352.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -673537.875000 Penalty: 3068.032959
	Iteration 14Q: 3 clusters Score -673537.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -673678.875000 Penalty: 3068.032959
	Iteration 15Q: 3 clusters Score -673678.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -673766.062500 Penalty: 3068.032959
	Iteration 16Q: 3 clusters Score -673766.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -673804.687500 Penalty: 3068.032959
	Iteration 17Q: 3 clusters Score -673804.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -673831.125000 Penalty: 3068.032959
	Iteration 18Q: 3 clusters Score -673831.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -673847.125000 Penalty: 3068.032959
	Iteration 19Q: 3 clusters Score -673847.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -673859.937500 Penalty: 3068.032959
	Iteration 20F: 3 clusters Score -673859.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -673871.500000 Penalty: 3068.032959
	Iteration 21Q: 3 clusters Score -673871.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -673877.312500 Penalty: 3068.032959
	Iteration 22Q: 3 clusters Score -673877.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -673880.312500 Penalty: 3068.032959
	Iteration 23Q: 3 clusters Score -673880.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -673886.812500 Penalty: 3068.032959
	Iteration 24Q: 3 clusters Score -673886.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -673890.000000 Penalty: 3068.032959
	Iteration 25Q: 3 clusters Score -673890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -673890.562500 Penalty: 3068.032959
	Iteration 26Q: 3 clusters Score -673890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -673890.562500 Penalty: 3068.032959
	Iteration 27F: 3 clusters Score -673890.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Entering Unmasked Estep 
Score: -565703.312500 Penalty: 1521.636841
	Iteration 0F: 2 clusters Score -565703.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -557545.562500 Penalty: 3043.273682
	Iteration 0F: 3 clusters Score -557545.6 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -561020.187500 Penalty: 3043.273682
	Iteration 1F: 3 clusters Score -561020.2 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -562203.125000 Penalty: 3043.273682
	Iteration 2F: 3 clusters Score -562203.1 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -563409.125000 Penalty: 3043.273682
	Iteration 3F: 3 clusters Score -563409.1 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -564272.500000 Penalty: 3043.273682
	Iteration 4F: 3 clusters Score -564272.5 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -564795.187500 Penalty: 3043.273682
	Iteration 5F: 3 clusters Score -564795.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -565051.187500 Penalty: 3043.273682
	Iteration 6Q: 3 clusters Score -565051.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -565197.812500 Penalty: 3043.273682
	Iteration 7Q: 3 clusters Score -565197.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -565284.187500 Penalty: 3043.273682
	Iteration 8Q: 3 clusters Score -565284.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -565361.500000 Penalty: 3043.273682
	Iteration 9Q: 3 clusters Score -565361.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -565421.062500 Penalty: 3043.273682
	Iteration 10Q: 3 clusters Score -565421.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -565472.312500 Penalty: 3043.273682
	Iteration 11Q: 3 clusters Score -565472.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -565531.187500 Penalty: 3043.273682
	Iteration 12Q: 3 clusters Score -565531.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -565581.312500 Penalty: 3043.273682
	Iteration 13Q: 3 clusters Score -565581.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -565623.687500 Penalty: 3043.273682
	Iteration 14Q: 3 clusters Score -565623.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -565661.062500 Penalty: 3043.273682
	Iteration 15Q: 3 clusters Score -565661.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -565699.875000 Penalty: 3043.273682
	Iteration 16Q: 3 clusters Score -565699.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -565735.812500 Penalty: 3043.273682
	Iteration 17Q: 3 clusters Score -565735.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -565777.500000 Penalty: 3043.273682
	Iteration 18Q: 3 clusters Score -565777.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -565813.250000 Penalty: 3043.273682
	Iteration 19Q: 3 clusters Score -565813.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -565846.250000 Penalty: 3043.273682
	Iteration 20F: 3 clusters Score -565846.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -565880.312500 Penalty: 3043.273682
	Iteration 21Q: 3 clusters Score -565880.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -565914.937500 Penalty: 3043.273682
	Iteration 22Q: 3 clusters Score -565914.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -565928.812500 Penalty: 3043.273682
	Iteration 23Q: 3 clusters Score -565928.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -565936.250000 Penalty: 3043.273682
	Iteration 24Q: 3 clusters Score -565936.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -565941.875000 Penalty: 3043.273682
	Iteration 25Q: 3 clusters Score -565941.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -565944.812500 Penalty: 3043.273682
	Iteration 26Q: 3 clusters Score -565944.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -565954.437500 Penalty: 3043.273682
	Iteration 27Q: 3 clusters Score -565954.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -565957.500000 Penalty: 3043.273682
	Iteration 28Q: 3 clusters Score -565957.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -565958.437500 Penalty: 3043.273682
	Iteration 29Q: 3 clusters Score -565958.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -565961.062500 Penalty: 3043.273682
	Iteration 30Q: 3 clusters Score -565961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -565967.250000 Penalty: 3043.273682
	Iteration 31Q: 3 clusters Score -565967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -565971.000000 Penalty: 3043.273682
	Iteration 32Q: 3 clusters Score -565971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -565973.562500 Penalty: 3043.273682
	Iteration 33Q: 3 clusters Score -565973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -565974.687500 Penalty: 3043.273682
	Iteration 34Q: 3 clusters Score -565974.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -565974.937500 Penalty: 3043.273682
	Iteration 35Q: 3 clusters Score -565974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -565976.500000 Penalty: 3043.273682
	Iteration 36Q: 3 clusters Score -565976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -565976.875000 Penalty: 3043.273682
	Iteration 37Q: 3 clusters Score -565976.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -565976.875000 Penalty: 3043.273682
	Iteration 38F: 3 clusters Score -565976.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 5 contains 70797 members 
Mstep: Class 7 contains 64505 members 
Mstep: Class 8 contains 9254 members 
Mstep: Class 9 contains 49948 members 
Mstep: Class 10 contains 101922 members 
Mstep: Class 12 contains 6050 members 
Mstep: Class 13 contains 28640 members 
Mstep: Class 14 contains 27248 members 
Mstep: Class 15 contains 13371 members 
Mstep: Class 18 contains 12583 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 2095 members 
Entering Unmasked Estep 
Score: -20825680.000000 Penalty: 29439.427734
Splitting cluster 19 changes total score from -20825822.000000 to -20825680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Entering Unmasked Estep 
Score: -109674.101562 Penalty: 1242.687744
	Iteration 0F: 2 clusters Score -109674.1 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 1079 members 
Entering Unmasked Estep 
Score: -107505.289062 Penalty: 2485.375488
	Iteration 0F: 3 clusters Score -107505.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -108039.843750 Penalty: 2485.375488
	Iteration 1F: 3 clusters Score -108039.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -108184.757812 Penalty: 2485.375488
	Iteration 2F: 3 clusters Score -108184.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -108262.789062 Penalty: 2485.375488
	Iteration 3Q: 3 clusters Score -108262.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -108316.476562 Penalty: 2485.375488
	Iteration 4Q: 3 clusters Score -108316.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -108354.773438 Penalty: 2485.375488
	Iteration 5Q: 3 clusters Score -108354.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -108374.023438 Penalty: 2485.375488
	Iteration 6Q: 3 clusters Score -108374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -108386.781250 Penalty: 2485.375488
	Iteration 7Q: 3 clusters Score -108386.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -108393.859375 Penalty: 2485.375488
	Iteration 8Q: 3 clusters Score -108393.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -108399.687500 Penalty: 2485.375488
	Iteration 9Q: 3 clusters Score -108399.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -108405.609375 Penalty: 2485.375488
	Iteration 10Q: 3 clusters Score -108405.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -108410.570312 Penalty: 2485.375488
	Iteration 11Q: 3 clusters Score -108410.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -108415.546875 Penalty: 2485.375488
	Iteration 12Q: 3 clusters Score -108415.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -108420.828125 Penalty: 2485.375488
	Iteration 13Q: 3 clusters Score -108420.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -108426.343750 Penalty: 2485.375488
	Iteration 14Q: 3 clusters Score -108426.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -108432.328125 Penalty: 2485.375488
	Iteration 15Q: 3 clusters Score -108432.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -108435.898438 Penalty: 2485.375488
	Iteration 16Q: 3 clusters Score -108435.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -108439.890625 Penalty: 2485.375488
	Iteration 17Q: 3 clusters Score -108439.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -108441.976562 Penalty: 2485.375488
	Iteration 18Q: 3 clusters Score -108442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -108444.429688 Penalty: 2485.375488
	Iteration 19Q: 3 clusters Score -108444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -108445.656250 Penalty: 2485.375488
	Iteration 20F: 3 clusters Score -108445.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -108446.906250 Penalty: 2485.375488
	Iteration 21Q: 3 clusters Score -108446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -108447.390625 Penalty: 2485.375488
	Iteration 22Q: 3 clusters Score -108447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -108447.734375 Penalty: 2485.375488
	Iteration 23Q: 3 clusters Score -108447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -108447.734375 Penalty: 2485.375488
	Iteration 24F: 3 clusters Score -108447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 5 contains 70797 members 
Mstep: Class 7 contains 64505 members 
Mstep: Class 8 contains 9254 members 
Mstep: Class 9 contains 49948 members 
Mstep: Class 10 contains 101922 members 
Mstep: Class 12 contains 6050 members 
Mstep: Class 13 contains 28640 members 
Mstep: Class 14 contains 27248 members 
Mstep: Class 15 contains 13371 members 
Mstep: Class 18 contains 12583 members 
Mstep: Class 19 contains 11660 members 
Mstep: Class 20 contains 2095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825934.000000 Penalty: 27336.611328
Iteration 39Q: 14 clusters Score -2.082593e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 5 contains 71089 members 
Mstep: Class 7 contains 64477 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 49932 members 
Mstep: Class 10 contains 101933 members 
Mstep: Class 12 contains 5911 members 
Mstep: Class 13 contains 28659 members 
Mstep: Class 14 contains 27214 members 
Mstep: Class 15 contains 13222 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 11657 members 
Mstep: Class 20 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825868.000000 Penalty: 27336.611328
Iteration 40F: 14 clusters Score -2.082587e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 5 contains 71388 members 
Mstep: Class 7 contains 64450 members 
Mstep: Class 8 contains 9172 members 
Mstep: Class 9 contains 49939 members 
Mstep: Class 10 contains 101910 members 
Mstep: Class 12 contains 5788 members 
Mstep: Class 13 contains 28654 members 
Mstep: Class 14 contains 27173 members 
Mstep: Class 15 contains 13090 members 
Mstep: Class 18 contains 12822 members 
Mstep: Class 19 contains 11645 members 
Mstep: Class 20 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825974.000000 Penalty: 27336.611328
Iteration 41Q: 14 clusters Score -2.082597e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 5 contains 71712 members 
Mstep: Class 7 contains 64409 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 49924 members 
Mstep: Class 10 contains 101900 members 
Mstep: Class 12 contains 5651 members 
Mstep: Class 13 contains 28650 members 
Mstep: Class 14 contains 27142 members 
Mstep: Class 15 contains 12956 members 
Mstep: Class 18 contains 12942 members 
Mstep: Class 19 contains 11631 members 
Mstep: Class 20 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825984.000000 Penalty: 27336.611328
Iteration 42Q: 14 clusters Score -2.082598e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 5 contains 72049 members 
Mstep: Class 7 contains 64388 members 
Mstep: Class 8 contains 9096 members 
Mstep: Class 9 contains 49930 members 
Mstep: Class 10 contains 101855 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 28635 members 
Mstep: Class 14 contains 27117 members 
Mstep: Class 15 contains 12813 members 
Mstep: Class 18 contains 13081 members 
Mstep: Class 19 contains 11617 members 
Mstep: Class 20 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826036.000000 Penalty: 27336.611328
Iteration 43Q: 14 clusters Score -2.082604e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 5 contains 72351 members 
Mstep: Class 7 contains 64381 members 
Mstep: Class 8 contains 9055 members 
Mstep: Class 9 contains 49932 members 
Mstep: Class 10 contains 101824 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 28625 members 
Mstep: Class 14 contains 27088 members 
Mstep: Class 15 contains 12673 members 
Mstep: Class 18 contains 13212 members 
Mstep: Class 19 contains 11606 members 
Mstep: Class 20 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826164.000000 Penalty: 27336.611328
Iteration 44Q: 14 clusters Score -2.082616e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 5 contains 72629 members 
Mstep: Class 7 contains 64364 members 
Mstep: Class 8 contains 9024 members 
Mstep: Class 9 contains 49927 members 
Mstep: Class 10 contains 101806 members 
Mstep: Class 12 contains 5216 members 
Mstep: Class 13 contains 28616 members 
Mstep: Class 14 contains 27065 members 
Mstep: Class 15 contains 12539 members 
Mstep: Class 18 contains 13342 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826396.000000 Penalty: 27336.611328
Iteration 45Q: 14 clusters Score -2.08264e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 5 contains 72933 members 
Mstep: Class 7 contains 64346 members 
Mstep: Class 8 contains 8988 members 
Mstep: Class 9 contains 49912 members 
Mstep: Class 10 contains 101784 members 
Mstep: Class 12 contains 5073 members 
Mstep: Class 13 contains 28612 members 
Mstep: Class 14 contains 27026 members 
Mstep: Class 15 contains 12401 members 
Mstep: Class 18 contains 13478 members 
Mstep: Class 19 contains 11596 members 
Mstep: Class 20 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826418.000000 Penalty: 27336.611328
Iteration 46Q: 14 clusters Score -2.082642e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 5 contains 73256 members 
Mstep: Class 7 contains 64324 members 
Mstep: Class 8 contains 8948 members 
Mstep: Class 9 contains 49886 members 
Mstep: Class 10 contains 101763 members 
Mstep: Class 12 contains 4947 members 
Mstep: Class 13 contains 28606 members 
Mstep: Class 14 contains 27000 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826480.000000 Penalty: 27336.611328
Iteration 47Q: 14 clusters Score -2.082648e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 5 contains 73575 members 
Mstep: Class 7 contains 64286 members 
Mstep: Class 8 contains 8908 members 
Mstep: Class 9 contains 49852 members 
Mstep: Class 10 contains 101727 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 28606 members 
Mstep: Class 14 contains 26973 members 
Mstep: Class 15 contains 12095 members 
Mstep: Class 18 contains 13758 members 
Mstep: Class 19 contains 11593 members 
Mstep: Class 20 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826672.000000 Penalty: 27336.611328
Iteration 48Q: 14 clusters Score -2.082667e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 5 contains 73908 members 
Mstep: Class 7 contains 64255 members 
Mstep: Class 8 contains 8864 members 
Mstep: Class 9 contains 49837 members 
Mstep: Class 10 contains 101670 members 
Mstep: Class 12 contains 4690 members 
Mstep: Class 13 contains 28596 members 
Mstep: Class 14 contains 26946 members 
Mstep: Class 15 contains 11962 members 
Mstep: Class 18 contains 13906 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826784.000000 Penalty: 27336.611328
Iteration 49Q: 14 clusters Score -2.082678e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 5 contains 74210 members 
Mstep: Class 7 contains 64227 members 
Mstep: Class 8 contains 8834 members 
Mstep: Class 9 contains 49813 members 
Mstep: Class 10 contains 101627 members 
Mstep: Class 12 contains 4572 members 
Mstep: Class 13 contains 28582 members 
Mstep: Class 14 contains 26918 members 
Mstep: Class 15 contains 11826 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 11596 members 
Mstep: Class 20 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826822.000000 Penalty: 27336.611328
Iteration 50Q: 14 clusters Score -2.082682e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 5 contains 74523 members 
Mstep: Class 7 contains 64190 members 
Mstep: Class 8 contains 8806 members 
Mstep: Class 9 contains 49797 members 
Mstep: Class 10 contains 101576 members 
Mstep: Class 12 contains 4474 members 
Mstep: Class 13 contains 28569 members 
Mstep: Class 14 contains 26890 members 
Mstep: Class 15 contains 11674 members 
Mstep: Class 18 contains 14175 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826892.000000 Penalty: 27336.611328
Iteration 51Q: 14 clusters Score -2.082689e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 5 contains 74861 members 
Mstep: Class 7 contains 64155 members 
Mstep: Class 8 contains 8770 members 
Mstep: Class 9 contains 49779 members 
Mstep: Class 10 contains 101549 members 
Mstep: Class 12 contains 4336 members 
Mstep: Class 13 contains 28552 members 
Mstep: Class 14 contains 26862 members 
Mstep: Class 15 contains 11501 members 
Mstep: Class 18 contains 14334 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826928.000000 Penalty: 27336.611328
Iteration 52Q: 14 clusters Score -2.082693e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 5 contains 75169 members 
Mstep: Class 7 contains 64135 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 49761 members 
Mstep: Class 10 contains 101497 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 28542 members 
Mstep: Class 14 contains 26829 members 
Mstep: Class 15 contains 11348 members 
Mstep: Class 18 contains 14510 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827014.000000 Penalty: 27336.611328
Iteration 53Q: 14 clusters Score -2.082701e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 5 contains 75483 members 
Mstep: Class 7 contains 64109 members 
Mstep: Class 8 contains 8699 members 
Mstep: Class 9 contains 49736 members 
Mstep: Class 10 contains 101445 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 28536 members 
Mstep: Class 14 contains 26800 members 
Mstep: Class 15 contains 11178 members 
Mstep: Class 18 contains 14661 members 
Mstep: Class 19 contains 11594 members 
Mstep: Class 20 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827114.000000 Penalty: 27336.611328
Iteration 54Q: 14 clusters Score -2.082711e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 5 contains 75796 members 
Mstep: Class 7 contains 64090 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 49699 members 
Mstep: Class 10 contains 101409 members 
Mstep: Class 12 contains 3975 members 
Mstep: Class 13 contains 28534 members 
Mstep: Class 14 contains 26761 members 
Mstep: Class 15 contains 11008 members 
Mstep: Class 18 contains 14802 members 
Mstep: Class 19 contains 11595 members 
Mstep: Class 20 contains 2200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827208.000000 Penalty: 27336.611328
Iteration 55Q: 14 clusters Score -2.082721e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 5 contains 76113 members 
Mstep: Class 7 contains 64071 members 
Mstep: Class 8 contains 8642 members 
Mstep: Class 9 contains 49666 members 
Mstep: Class 10 contains 101357 members 
Mstep: Class 12 contains 3871 members 
Mstep: Class 13 contains 28531 members 
Mstep: Class 14 contains 26722 members 
Mstep: Class 15 contains 10841 members 
Mstep: Class 18 contains 14954 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827332.000000 Penalty: 27336.611328
Iteration 56Q: 14 clusters Score -2.082733e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 5 contains 76445 members 
Mstep: Class 7 contains 64042 members 
Mstep: Class 8 contains 8614 members 
Mstep: Class 9 contains 49641 members 
Mstep: Class 10 contains 101295 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 26686 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 18 contains 15111 members 
Mstep: Class 19 contains 11580 members 
Mstep: Class 20 contains 2204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827400.000000 Penalty: 27336.611328
Iteration 57Q: 14 clusters Score -2.08274e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 5 contains 76788 members 
Mstep: Class 7 contains 64017 members 
Mstep: Class 8 contains 8583 members 
Mstep: Class 9 contains 49614 members 
Mstep: Class 10 contains 101239 members 
Mstep: Class 12 contains 3656 members 
Mstep: Class 13 contains 28519 members 
Mstep: Class 14 contains 26647 members 
Mstep: Class 15 contains 10513 members 
Mstep: Class 18 contains 15246 members 
Mstep: Class 19 contains 11573 members 
Mstep: Class 20 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827434.000000 Penalty: 27336.611328
Iteration 58Q: 14 clusters Score -2.082743e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 5 contains 77134 members 
Mstep: Class 7 contains 63983 members 
Mstep: Class 8 contains 8555 members 
Mstep: Class 9 contains 49593 members 
Mstep: Class 10 contains 101198 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 28510 members 
Mstep: Class 14 contains 26611 members 
Mstep: Class 15 contains 10342 members 
Mstep: Class 18 contains 15358 members 
Mstep: Class 19 contains 11560 members 
Mstep: Class 20 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827548.000000 Penalty: 27336.611328
Iteration 59Q: 14 clusters Score -2.082755e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 5 contains 77521 members 
Mstep: Class 7 contains 63948 members 
Mstep: Class 8 contains 8535 members 
Mstep: Class 9 contains 49575 members 
Mstep: Class 10 contains 101136 members 
Mstep: Class 12 contains 3475 members 
Mstep: Class 13 contains 28501 members 
Mstep: Class 14 contains 26582 members 
Mstep: Class 15 contains 10174 members 
Mstep: Class 18 contains 15436 members 
Mstep: Class 19 contains 11547 members 
Mstep: Class 20 contains 2225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827624.000000 Penalty: 27336.611328
Iteration 60F: 14 clusters Score -2.082762e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 5 contains 77944 members 
Mstep: Class 7 contains 63899 members 
Mstep: Class 8 contains 8512 members 
Mstep: Class 9 contains 49551 members 
Mstep: Class 10 contains 101070 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 28490 members 
Mstep: Class 14 contains 26544 members 
Mstep: Class 15 contains 10002 members 
Mstep: Class 18 contains 15540 members 
Mstep: Class 19 contains 11523 members 
Mstep: Class 20 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827642.000000 Penalty: 27336.611328
Iteration 61Q: 14 clusters Score -2.082764e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 5 contains 78369 members 
Mstep: Class 7 contains 63850 members 
Mstep: Class 8 contains 8486 members 
Mstep: Class 9 contains 49526 members 
Mstep: Class 10 contains 100979 members 
Mstep: Class 12 contains 3288 members 
Mstep: Class 13 contains 28479 members 
Mstep: Class 14 contains 26508 members 
Mstep: Class 15 contains 9836 members 
Mstep: Class 18 contains 15640 members 
Mstep: Class 19 contains 11506 members 
Mstep: Class 20 contains 2248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827658.000000 Penalty: 27336.611328
Iteration 62Q: 14 clusters Score -2.082766e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 5 contains 78761 members 
Mstep: Class 7 contains 63805 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 49499 members 
Mstep: Class 10 contains 100907 members 
Mstep: Class 12 contains 3211 members 
Mstep: Class 13 contains 28457 members 
Mstep: Class 14 contains 26473 members 
Mstep: Class 15 contains 9689 members 
Mstep: Class 18 contains 15736 members 
Mstep: Class 19 contains 11496 members 
Mstep: Class 20 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827726.000000 Penalty: 27336.611328
Iteration 63Q: 14 clusters Score -2.082773e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 5 contains 79132 members 
Mstep: Class 7 contains 63769 members 
Mstep: Class 8 contains 8439 members 
Mstep: Class 9 contains 49468 members 
Mstep: Class 10 contains 100853 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 28434 members 
Mstep: Class 14 contains 26435 members 
Mstep: Class 15 contains 9541 members 
Mstep: Class 18 contains 15840 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827768.000000 Penalty: 27336.611328
Iteration 64Q: 14 clusters Score -2.082777e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 5 contains 79499 members 
Mstep: Class 7 contains 63750 members 
Mstep: Class 8 contains 8412 members 
Mstep: Class 9 contains 49427 members 
Mstep: Class 10 contains 100796 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 28421 members 
Mstep: Class 14 contains 26398 members 
Mstep: Class 15 contains 9393 members 
Mstep: Class 18 contains 15952 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827722.000000 Penalty: 27336.611328
Iteration 65Q: 14 clusters Score -2.082772e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 5 contains 79893 members 
Mstep: Class 7 contains 63700 members 
Mstep: Class 8 contains 8394 members 
Mstep: Class 9 contains 49390 members 
Mstep: Class 10 contains 100734 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 13 contains 28394 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 9245 members 
Mstep: Class 18 contains 16062 members 
Mstep: Class 19 contains 11471 members 
Mstep: Class 20 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827824.000000 Penalty: 27336.611328
Iteration 66Q: 14 clusters Score -2.082782e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 5 contains 80287 members 
Mstep: Class 7 contains 63658 members 
Mstep: Class 8 contains 8376 members 
Mstep: Class 9 contains 49357 members 
Mstep: Class 10 contains 100680 members 
Mstep: Class 12 contains 2849 members 
Mstep: Class 13 contains 28369 members 
Mstep: Class 14 contains 26351 members 
Mstep: Class 15 contains 9083 members 
Mstep: Class 18 contains 16160 members 
Mstep: Class 19 contains 11457 members 
Mstep: Class 20 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827898.000000 Penalty: 27336.611328
Iteration 67Q: 14 clusters Score -2.08279e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 5 contains 80674 members 
Mstep: Class 7 contains 63621 members 
Mstep: Class 8 contains 8358 members 
Mstep: Class 9 contains 49335 members 
Mstep: Class 10 contains 100608 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 28346 members 
Mstep: Class 14 contains 26326 members 
Mstep: Class 15 contains 8922 members 
Mstep: Class 18 contains 16244 members 
Mstep: Class 19 contains 11453 members 
Mstep: Class 20 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828014.000000 Penalty: 27336.611328
Iteration 68Q: 14 clusters Score -2.082801e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 5 contains 81080 members 
Mstep: Class 7 contains 63581 members 
Mstep: Class 8 contains 8337 members 
Mstep: Class 9 contains 49305 members 
Mstep: Class 10 contains 100521 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 13 contains 28330 members 
Mstep: Class 14 contains 26300 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 18 contains 16328 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828082.000000 Penalty: 27336.611328
Iteration 69Q: 14 clusters Score -2.082808e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 5 contains 81494 members 
Mstep: Class 7 contains 63548 members 
Mstep: Class 8 contains 8326 members 
Mstep: Class 9 contains 49271 members 
Mstep: Class 10 contains 100430 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 13 contains 28301 members 
Mstep: Class 14 contains 26273 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 18 contains 16411 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 20 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828172.000000 Penalty: 27336.611328
Iteration 70Q: 14 clusters Score -2.082817e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 5 contains 81920 members 
Mstep: Class 7 contains 63542 members 
Mstep: Class 8 contains 8305 members 
Mstep: Class 9 contains 49235 members 
Mstep: Class 10 contains 100352 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 28267 members 
Mstep: Class 14 contains 26242 members 
Mstep: Class 15 contains 8435 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 11409 members 
Mstep: Class 20 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828170.000000 Penalty: 27336.611328
Iteration 71Q: 14 clusters Score -2.082817e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 5 contains 82378 members 
Mstep: Class 7 contains 63521 members 
Mstep: Class 8 contains 8286 members 
Mstep: Class 9 contains 49189 members 
Mstep: Class 10 contains 100257 members 
Mstep: Class 12 contains 2508 members 
Mstep: Class 13 contains 28238 members 
Mstep: Class 14 contains 26215 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 18 contains 16552 members 
Mstep: Class 19 contains 11396 members 
Mstep: Class 20 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828254.000000 Penalty: 27336.611328
Iteration 72Q: 14 clusters Score -2.082825e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 5 contains 82859 members 
Mstep: Class 7 contains 63491 members 
Mstep: Class 8 contains 8269 members 
Mstep: Class 9 contains 49147 members 
Mstep: Class 10 contains 100146 members 
Mstep: Class 12 contains 2461 members 
Mstep: Class 13 contains 28199 members 
Mstep: Class 14 contains 26182 members 
Mstep: Class 15 contains 8087 members 
Mstep: Class 18 contains 16619 members 
Mstep: Class 19 contains 11369 members 
Mstep: Class 20 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828290.000000 Penalty: 27336.611328
Iteration 73Q: 14 clusters Score -2.082829e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 5 contains 83366 members 
Mstep: Class 7 contains 63462 members 
Mstep: Class 8 contains 8254 members 
Mstep: Class 9 contains 49122 members 
Mstep: Class 10 contains 100003 members 
Mstep: Class 12 contains 2413 members 
Mstep: Class 13 contains 28153 members 
Mstep: Class 14 contains 26139 members 
Mstep: Class 15 contains 7931 members 
Mstep: Class 18 contains 16688 members 
Mstep: Class 19 contains 11334 members 
Mstep: Class 20 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828326.000000 Penalty: 27336.611328
Iteration 74Q: 14 clusters Score -2.082833e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 5 contains 83893 members 
Mstep: Class 7 contains 63429 members 
Mstep: Class 8 contains 8241 members 
Mstep: Class 9 contains 49078 members 
Mstep: Class 10 contains 99877 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 28119 members 
Mstep: Class 14 contains 26094 members 
Mstep: Class 15 contains 7761 members 
Mstep: Class 18 contains 16763 members 
Mstep: Class 19 contains 11300 members 
Mstep: Class 20 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828436.000000 Penalty: 27336.611328
Iteration 75Q: 14 clusters Score -2.082844e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 5 contains 84420 members 
Mstep: Class 7 contains 63390 members 
Mstep: Class 8 contains 8227 members 
Mstep: Class 9 contains 49042 members 
Mstep: Class 10 contains 99768 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 28083 members 
Mstep: Class 14 contains 26051 members 
Mstep: Class 15 contains 7584 members 
Mstep: Class 18 contains 16830 members 
Mstep: Class 19 contains 11268 members 
Mstep: Class 20 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828456.000000 Penalty: 27336.611328
Iteration 76Q: 14 clusters Score -2.082846e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 5 contains 84959 members 
Mstep: Class 7 contains 63333 members 
Mstep: Class 8 contains 8213 members 
Mstep: Class 9 contains 49012 members 
Mstep: Class 10 contains 99659 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 28032 members 
Mstep: Class 14 contains 26012 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 18 contains 16880 members 
Mstep: Class 19 contains 11231 members 
Mstep: Class 20 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828670.000000 Penalty: 27336.611328
Iteration 77Q: 14 clusters Score -2.082867e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 5 contains 85490 members 
Mstep: Class 7 contains 63273 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 48973 members 
Mstep: Class 10 contains 99549 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 27979 members 
Mstep: Class 14 contains 25980 members 
Mstep: Class 15 contains 7239 members 
Mstep: Class 18 contains 16923 members 
Mstep: Class 19 contains 11194 members 
Mstep: Class 20 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828758.000000 Penalty: 27336.611328
Iteration 78Q: 14 clusters Score -2.082876e+07 nChanged 769
Entering ConstructFrom: 
Score: -20828758.000000 Penalty: 27336.611328
Entering ConstructFrom: 
Trying to split cluster 1 (17528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Entering Unmasked Estep 
Score: -925742.562500 Penalty: 1587.877686
	Iteration 0F: 2 clusters Score -925742.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -913759.000000 Penalty: 3175.755371
	Iteration 0F: 3 clusters Score -913759 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -918275.625000 Penalty: 3175.755371
	Iteration 1F: 3 clusters Score -918275.6 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -918882.250000 Penalty: 3175.755371
	Iteration 2F: 3 clusters Score -918882.2 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -919539.125000 Penalty: 3175.755371
	Iteration 3F: 3 clusters Score -919539.1 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -920289.750000 Penalty: 3175.755371
	Iteration 4F: 3 clusters Score -920289.8 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -921078.000000 Penalty: 3175.755371
	Iteration 5F: 3 clusters Score -921078 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -921898.625000 Penalty: 3175.755371
	Iteration 6F: 3 clusters Score -921898.6 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -922599.125000 Penalty: 3175.755371
	Iteration 7F: 3 clusters Score -922599.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -923104.500000 Penalty: 3175.755371
	Iteration 8Q: 3 clusters Score -923104.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -923430.312500 Penalty: 3175.755371
	Iteration 9Q: 3 clusters Score -923430.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -923621.187500 Penalty: 3175.755371
	Iteration 10Q: 3 clusters Score -923621.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -923737.062500 Penalty: 3175.755371
	Iteration 11Q: 3 clusters Score -923737.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -923822.562500 Penalty: 3175.755371
	Iteration 12Q: 3 clusters Score -923822.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -923904.750000 Penalty: 3175.755371
	Iteration 13Q: 3 clusters Score -923904.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -923979.875000 Penalty: 3175.755371
	Iteration 14Q: 3 clusters Score -923979.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -924053.937500 Penalty: 3175.755371
	Iteration 15Q: 3 clusters Score -924053.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -924119.562500 Penalty: 3175.755371
	Iteration 16Q: 3 clusters Score -924119.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -924183.187500 Penalty: 3175.755371
	Iteration 17Q: 3 clusters Score -924183.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -924239.312500 Penalty: 3175.755371
	Iteration 18Q: 3 clusters Score -924239.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -924285.250000 Penalty: 3175.755371
	Iteration 19Q: 3 clusters Score -924285.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -924316.562500 Penalty: 3175.755371
	Iteration 20F: 3 clusters Score -924316.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -924344.312500 Penalty: 3175.755371
	Iteration 21Q: 3 clusters Score -924344.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -924370.875000 Penalty: 3175.755371
	Iteration 22Q: 3 clusters Score -924370.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -924391.500000 Penalty: 3175.755371
	Iteration 23Q: 3 clusters Score -924391.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -924409.125000 Penalty: 3175.755371
	Iteration 24Q: 3 clusters Score -924409.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -924424.250000 Penalty: 3175.755371
	Iteration 25Q: 3 clusters Score -924424.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -924435.937500 Penalty: 3175.755371
	Iteration 26Q: 3 clusters Score -924435.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -924445.750000 Penalty: 3175.755371
	Iteration 27Q: 3 clusters Score -924445.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -924451.937500 Penalty: 3175.755371
	Iteration 28Q: 3 clusters Score -924451.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -924459.625000 Penalty: 3175.755371
	Iteration 29Q: 3 clusters Score -924459.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -924462.375000 Penalty: 3175.755371
	Iteration 30Q: 3 clusters Score -924462.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -924467.500000 Penalty: 3175.755371
	Iteration 31Q: 3 clusters Score -924467.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -924469.437500 Penalty: 3175.755371
	Iteration 32Q: 3 clusters Score -924469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -924470.875000 Penalty: 3175.755371
	Iteration 33Q: 3 clusters Score -924470.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -924475.500000 Penalty: 3175.755371
	Iteration 34Q: 3 clusters Score -924475.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -924480.375000 Penalty: 3175.755371
	Iteration 35Q: 3 clusters Score -924480.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -924486.250000 Penalty: 3175.755371
	Iteration 36Q: 3 clusters Score -924486.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -924494.750000 Penalty: 3175.755371
	Iteration 37Q: 3 clusters Score -924494.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -924503.750000 Penalty: 3175.755371
	Iteration 38Q: 3 clusters Score -924503.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -924506.250000 Penalty: 3175.755371
	Iteration 39Q: 3 clusters Score -924506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -924509.625000 Penalty: 3175.755371
	Iteration 40F: 3 clusters Score -924509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -924510.187500 Penalty: 3175.755371
	Iteration 41Q: 3 clusters Score -924510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -924509.875000 Penalty: 3175.755371
	Iteration 42Q: 3 clusters Score -924509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -924511.437500 Penalty: 3175.755371
	Iteration 43Q: 3 clusters Score -924511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -924513.125000 Penalty: 3175.755371
	Iteration 44Q: 3 clusters Score -924513.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -924516.500000 Penalty: 3175.755371
	Iteration 45Q: 3 clusters Score -924516.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -924518.625000 Penalty: 3175.755371
	Iteration 46Q: 3 clusters Score -924518.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -924521.125000 Penalty: 3175.755371
	Iteration 47Q: 3 clusters Score -924521.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -924523.312500 Penalty: 3175.755371
	Iteration 48Q: 3 clusters Score -924523.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -924525.375000 Penalty: 3175.755371
	Iteration 49Q: 3 clusters Score -924525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -924525.500000 Penalty: 3175.755371
	Iteration 50Q: 3 clusters Score -924525.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -924529.562500 Penalty: 3175.755371
	Iteration 51Q: 3 clusters Score -924529.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -924531.937500 Penalty: 3175.755371
	Iteration 52Q: 3 clusters Score -924531.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -924534.750000 Penalty: 3175.755371
	Iteration 53Q: 3 clusters Score -924534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -924535.000000 Penalty: 3175.755371
	Iteration 54Q: 3 clusters Score -924535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -924535.125000 Penalty: 3175.755371
	Iteration 55Q: 3 clusters Score -924535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -924534.625000 Penalty: 3175.755371
	Iteration 56Q: 3 clusters Score -924534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -924535.062500 Penalty: 3175.755371
	Iteration 57Q: 3 clusters Score -924535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -924535.062500 Penalty: 3175.755371
	Iteration 58F: 3 clusters Score -924535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Entering Unmasked Estep 
Score: -4431810.500000 Penalty: 1846.341675
	Iteration 0F: 2 clusters Score -4431810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -4374557.500000 Penalty: 3692.683350
	Iteration 0F: 3 clusters Score -4374558 nChanged 40823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -4398228.500000 Penalty: 3692.683350
	Iteration 1F: 3 clusters Score -4398228 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -4398830.000000 Penalty: 3692.683350
	Iteration 2Q: 3 clusters Score -4398830 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4399785.000000 Penalty: 3692.683350
	Iteration 3Q: 3 clusters Score -4399785 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -4401315.000000 Penalty: 3692.683350
	Iteration 4Q: 3 clusters Score -4401315 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -4404121.000000 Penalty: 3692.683350
	Iteration 5F: 3 clusters Score -4404121 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4408998.500000 Penalty: 3692.683350
	Iteration 6F: 3 clusters Score -4408998 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -4415882.000000 Penalty: 3692.683350
	Iteration 7F: 3 clusters Score -4415882 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -4422609.500000 Penalty: 3692.683350
	Iteration 8F: 3 clusters Score -4422610 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4427126.000000 Penalty: 3692.683350
	Iteration 9F: 3 clusters Score -4427126 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4429059.500000 Penalty: 3692.683350
	Iteration 10Q: 3 clusters Score -4429060 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4429740.500000 Penalty: 3692.683350
	Iteration 11Q: 3 clusters Score -4429740 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4429956.000000 Penalty: 3692.683350
	Iteration 12Q: 3 clusters Score -4429956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4430045.000000 Penalty: 3692.683350
	Iteration 13Q: 3 clusters Score -4430045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4430094.000000 Penalty: 3692.683350
	Iteration 14Q: 3 clusters Score -4430094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4430122.500000 Penalty: 3692.683350
	Iteration 15Q: 3 clusters Score -4430122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4430148.000000 Penalty: 3692.683350
	Iteration 16Q: 3 clusters Score -4430148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85801 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4430158.000000 Penalty: 3692.683350
	Iteration 17Q: 3 clusters Score -4430158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85808 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4430168.000000 Penalty: 3692.683350
	Iteration 18Q: 3 clusters Score -4430168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4430190.500000 Penalty: 3692.683350
	Iteration 19Q: 3 clusters Score -4430190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4430192.500000 Penalty: 3692.683350
	Iteration 20F: 3 clusters Score -4430192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4430199.000000 Penalty: 3692.683350
	Iteration 21Q: 3 clusters Score -4430199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4430200.500000 Penalty: 3692.683350
	Iteration 22Q: 3 clusters Score -4430200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4430200.500000 Penalty: 3692.683350
	Iteration 23F: 3 clusters Score -4430200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Entering Unmasked Estep 
Score: -3309319.000000 Penalty: 1796.328491
	Iteration 0F: 2 clusters Score -3309319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -3267085.000000 Penalty: 3592.656982
	Iteration 0F: 3 clusters Score -3267085 nChanged 29755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -3284083.250000 Penalty: 3592.656982
	Iteration 1F: 3 clusters Score -3284083 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -3284720.750000 Penalty: 3592.656982
	Iteration 2Q: 3 clusters Score -3284721 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -3285598.500000 Penalty: 3592.656982
	Iteration 3Q: 3 clusters Score -3285598 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -3286944.750000 Penalty: 3592.656982
	Iteration 4Q: 3 clusters Score -3286945 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -3289270.000000 Penalty: 3592.656982
	Iteration 5F: 3 clusters Score -3289270 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -3292908.000000 Penalty: 3592.656982
	Iteration 6F: 3 clusters Score -3292908 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -3297636.000000 Penalty: 3592.656982
	Iteration 7F: 3 clusters Score -3297636 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -3302292.250000 Penalty: 3592.656982
	Iteration 8F: 3 clusters Score -3302292 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -3305526.500000 Penalty: 3592.656982
	Iteration 9F: 3 clusters Score -3305526 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -3307012.250000 Penalty: 3592.656982
	Iteration 10Q: 3 clusters Score -3307012 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -3307513.750000 Penalty: 3592.656982
	Iteration 11Q: 3 clusters Score -3307514 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -3307742.250000 Penalty: 3592.656982
	Iteration 12Q: 3 clusters Score -3307742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -3307831.500000 Penalty: 3592.656982
	Iteration 13Q: 3 clusters Score -3307832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -3307863.000000 Penalty: 3592.656982
	Iteration 14Q: 3 clusters Score -3307863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -3307879.000000 Penalty: 3592.656982
	Iteration 15Q: 3 clusters Score -3307879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -3307896.750000 Penalty: 3592.656982
	Iteration 16Q: 3 clusters Score -3307897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -3307902.000000 Penalty: 3592.656982
	Iteration 17Q: 3 clusters Score -3307902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -3307912.250000 Penalty: 3592.656982
	Iteration 18Q: 3 clusters Score -3307912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -3307917.000000 Penalty: 3592.656982
	Iteration 19Q: 3 clusters Score -3307917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -3307920.750000 Penalty: 3592.656982
	Iteration 20F: 3 clusters Score -3307921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -3307918.250000 Penalty: 3592.656982
	Iteration 21Q: 3 clusters Score -3307918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -3307920.250000 Penalty: 3592.656982
	Iteration 22Q: 3 clusters Score -3307920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -3307921.750000 Penalty: 3592.656982
	Iteration 23Q: 3 clusters Score -3307922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -3307923.750000 Penalty: 3592.656982
	Iteration 24Q: 3 clusters Score -3307924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -3307926.250000 Penalty: 3592.656982
	Iteration 25Q: 3 clusters Score -3307926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -3307927.000000 Penalty: 3592.656982
	Iteration 26Q: 3 clusters Score -3307927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -3307930.000000 Penalty: 3592.656982
	Iteration 27Q: 3 clusters Score -3307930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -3307937.500000 Penalty: 3592.656982
	Iteration 28Q: 3 clusters Score -3307938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -3307940.500000 Penalty: 3592.656982
	Iteration 29Q: 3 clusters Score -3307940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -3307947.750000 Penalty: 3592.656982
	Iteration 30Q: 3 clusters Score -3307948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -3307944.250000 Penalty: 3592.656982
	Iteration 31Q: 3 clusters Score -3307944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -3307947.250000 Penalty: 3592.656982
	Iteration 32Q: 3 clusters Score -3307947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -3307945.000000 Penalty: 3592.656982
	Iteration 33Q: 3 clusters Score -3307945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -3307945.000000 Penalty: 3592.656982
	Iteration 34F: 3 clusters Score -3307945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Entering Unmasked Estep 
Score: -433710.125000 Penalty: 1464.193970
	Iteration 0F: 2 clusters Score -433710.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -427731.000000 Penalty: 2928.387939
	Iteration 0F: 3 clusters Score -427731 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -429659.343750 Penalty: 2928.387939
	Iteration 1F: 3 clusters Score -429659.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -429895.656250 Penalty: 2928.387939
	Iteration 2F: 3 clusters Score -429895.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -430133.531250 Penalty: 2928.387939
	Iteration 3F: 3 clusters Score -430133.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -430345.062500 Penalty: 2928.387939
	Iteration 4Q: 3 clusters Score -430345.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -430582.281250 Penalty: 2928.387939
	Iteration 5Q: 3 clusters Score -430582.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -430850.843750 Penalty: 2928.387939
	Iteration 6F: 3 clusters Score -430850.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -431141.125000 Penalty: 2928.387939
	Iteration 7F: 3 clusters Score -431141.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -431449.093750 Penalty: 2928.387939
	Iteration 8F: 3 clusters Score -431449.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -431739.656250 Penalty: 2928.387939
	Iteration 9Q: 3 clusters Score -431739.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -431990.437500 Penalty: 2928.387939
	Iteration 10Q: 3 clusters Score -431990.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -432164.093750 Penalty: 2928.387939
	Iteration 11Q: 3 clusters Score -432164.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -432263.343750 Penalty: 2928.387939
	Iteration 12Q: 3 clusters Score -432263.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -432337.812500 Penalty: 2928.387939
	Iteration 13Q: 3 clusters Score -432337.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -432379.406250 Penalty: 2928.387939
	Iteration 14Q: 3 clusters Score -432379.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -432414.000000 Penalty: 2928.387939
	Iteration 15Q: 3 clusters Score -432414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -432440.968750 Penalty: 2928.387939
	Iteration 16Q: 3 clusters Score -432441 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -432463.375000 Penalty: 2928.387939
	Iteration 17Q: 3 clusters Score -432463.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -432483.718750 Penalty: 2928.387939
	Iteration 18Q: 3 clusters Score -432483.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -432497.406250 Penalty: 2928.387939
	Iteration 19Q: 3 clusters Score -432497.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -432507.562500 Penalty: 2928.387939
	Iteration 20F: 3 clusters Score -432507.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -432513.875000 Penalty: 2928.387939
	Iteration 21Q: 3 clusters Score -432513.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -432521.937500 Penalty: 2928.387939
	Iteration 22Q: 3 clusters Score -432521.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -432529.343750 Penalty: 2928.387939
	Iteration 23Q: 3 clusters Score -432529.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -432537.406250 Penalty: 2928.387939
	Iteration 24Q: 3 clusters Score -432537.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -432545.218750 Penalty: 2928.387939
	Iteration 25Q: 3 clusters Score -432545.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -432550.812500 Penalty: 2928.387939
	Iteration 26Q: 3 clusters Score -432550.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -432559.375000 Penalty: 2928.387939
	Iteration 27Q: 3 clusters Score -432559.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -432565.406250 Penalty: 2928.387939
	Iteration 28Q: 3 clusters Score -432565.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -432569.687500 Penalty: 2928.387939
	Iteration 29Q: 3 clusters Score -432569.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -432575.406250 Penalty: 2928.387939
	Iteration 30Q: 3 clusters Score -432575.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -432578.468750 Penalty: 2928.387939
	Iteration 31Q: 3 clusters Score -432578.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -432582.843750 Penalty: 2928.387939
	Iteration 32Q: 3 clusters Score -432582.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -432587.687500 Penalty: 2928.387939
	Iteration 33Q: 3 clusters Score -432587.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -432592.375000 Penalty: 2928.387939
	Iteration 34Q: 3 clusters Score -432592.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -432599.187500 Penalty: 2928.387939
	Iteration 35Q: 3 clusters Score -432599.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -432604.500000 Penalty: 2928.387939
	Iteration 36Q: 3 clusters Score -432604.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -432612.000000 Penalty: 2928.387939
	Iteration 37Q: 3 clusters Score -432612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -432618.312500 Penalty: 2928.387939
	Iteration 38Q: 3 clusters Score -432618.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -432626.031250 Penalty: 2928.387939
	Iteration 39Q: 3 clusters Score -432626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -432634.062500 Penalty: 2928.387939
	Iteration 40F: 3 clusters Score -432634.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -432641.281250 Penalty: 2928.387939
	Iteration 41Q: 3 clusters Score -432641.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -432646.218750 Penalty: 2928.387939
	Iteration 42Q: 3 clusters Score -432646.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -432651.031250 Penalty: 2928.387939
	Iteration 43Q: 3 clusters Score -432651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -432652.500000 Penalty: 2928.387939
	Iteration 44Q: 3 clusters Score -432652.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -432656.281250 Penalty: 2928.387939
	Iteration 45Q: 3 clusters Score -432656.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -432660.250000 Penalty: 2928.387939
	Iteration 46Q: 3 clusters Score -432660.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -432662.812500 Penalty: 2928.387939
	Iteration 47Q: 3 clusters Score -432662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -432663.218750 Penalty: 2928.387939
	Iteration 48Q: 3 clusters Score -432663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -432663.812500 Penalty: 2928.387939
	Iteration 49Q: 3 clusters Score -432663.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -432666.250000 Penalty: 2928.387939
	Iteration 50Q: 3 clusters Score -432666.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -432666.187500 Penalty: 2928.387939
	Iteration 51Q: 3 clusters Score -432666.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -432666.687500 Penalty: 2928.387939
	Iteration 52Q: 3 clusters Score -432666.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -432668.218750 Penalty: 2928.387939
	Iteration 53Q: 3 clusters Score -432668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -432668.781250 Penalty: 2928.387939
	Iteration 54Q: 3 clusters Score -432668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -432668.437500 Penalty: 2928.387939
	Iteration 55Q: 3 clusters Score -432668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -432669.250000 Penalty: 2928.387939
	Iteration 56Q: 3 clusters Score -432669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -432670.281250 Penalty: 2928.387939
	Iteration 57Q: 3 clusters Score -432670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -432670.468750 Penalty: 2928.387939
	Iteration 58Q: 3 clusters Score -432670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -432670.281250 Penalty: 2928.387939
	Iteration 59Q: 3 clusters Score -432670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -432670.500000 Penalty: 2928.387939
	Iteration 60F: 3 clusters Score -432670.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -432672.156250 Penalty: 2928.387939
	Iteration 61Q: 3 clusters Score -432672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -432673.187500 Penalty: 2928.387939
	Iteration 62Q: 3 clusters Score -432673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -432673.062500 Penalty: 2928.387939
	Iteration 63Q: 3 clusters Score -432673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -432673.562500 Penalty: 2928.387939
	Iteration 64Q: 3 clusters Score -432673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -432673.562500 Penalty: 2928.387939
	Iteration 65F: 3 clusters Score -432673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Entering Unmasked Estep 
Score: -2587274.750000 Penalty: 1754.735229
	Iteration 0F: 2 clusters Score -2587275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -2554645.250000 Penalty: 3509.470459
	Iteration 0F: 3 clusters Score -2554645 nChanged 22797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2567470.500000 Penalty: 3509.470459
	Iteration 1F: 3 clusters Score -2567470 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2568122.000000 Penalty: 3509.470459
	Iteration 2Q: 3 clusters Score -2568122 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2568926.750000 Penalty: 3509.470459
	Iteration 3Q: 3 clusters Score -2568927 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2570059.750000 Penalty: 3509.470459
	Iteration 4Q: 3 clusters Score -2570060 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2571886.000000 Penalty: 3509.470459
	Iteration 5F: 3 clusters Score -2571886 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2574635.500000 Penalty: 3509.470459
	Iteration 6F: 3 clusters Score -2574636 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2577901.500000 Penalty: 3509.470459
	Iteration 7F: 3 clusters Score -2577902 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2580748.000000 Penalty: 3509.470459
	Iteration 8F: 3 clusters Score -2580748 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2582835.750000 Penalty: 3509.470459
	Iteration 9Q: 3 clusters Score -2582836 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2584097.750000 Penalty: 3509.470459
	Iteration 10Q: 3 clusters Score -2584098 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2584807.750000 Penalty: 3509.470459
	Iteration 11Q: 3 clusters Score -2584808 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2585220.000000 Penalty: 3509.470459
	Iteration 12Q: 3 clusters Score -2585220 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2585450.000000 Penalty: 3509.470459
	Iteration 13Q: 3 clusters Score -2585450 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2585594.750000 Penalty: 3509.470459
	Iteration 14Q: 3 clusters Score -2585595 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2585667.750000 Penalty: 3509.470459
	Iteration 15Q: 3 clusters Score -2585668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2585717.500000 Penalty: 3509.470459
	Iteration 16Q: 3 clusters Score -2585718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2585745.750000 Penalty: 3509.470459
	Iteration 17Q: 3 clusters Score -2585746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2585762.250000 Penalty: 3509.470459
	Iteration 18Q: 3 clusters Score -2585762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2585768.500000 Penalty: 3509.470459
	Iteration 19Q: 3 clusters Score -2585768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2585776.000000 Penalty: 3509.470459
	Iteration 20F: 3 clusters Score -2585776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2585785.250000 Penalty: 3509.470459
	Iteration 21Q: 3 clusters Score -2585785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2585791.000000 Penalty: 3509.470459
	Iteration 22Q: 3 clusters Score -2585791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2585798.500000 Penalty: 3509.470459
	Iteration 23Q: 3 clusters Score -2585798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2585800.500000 Penalty: 3509.470459
	Iteration 24Q: 3 clusters Score -2585800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2585805.000000 Penalty: 3509.470459
	Iteration 25Q: 3 clusters Score -2585805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2585807.250000 Penalty: 3509.470459
	Iteration 26Q: 3 clusters Score -2585807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2585807.500000 Penalty: 3509.470459
	Iteration 27Q: 3 clusters Score -2585808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2585810.500000 Penalty: 3509.470459
	Iteration 28Q: 3 clusters Score -2585810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2585814.500000 Penalty: 3509.470459
	Iteration 29Q: 3 clusters Score -2585814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2585823.500000 Penalty: 3509.470459
	Iteration 30Q: 3 clusters Score -2585824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2585832.750000 Penalty: 3509.470459
	Iteration 31Q: 3 clusters Score -2585833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2585836.500000 Penalty: 3509.470459
	Iteration 32Q: 3 clusters Score -2585836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2585836.500000 Penalty: 3509.470459
	Iteration 33Q: 3 clusters Score -2585836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2585847.250000 Penalty: 3509.470459
	Iteration 34Q: 3 clusters Score -2585847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2585847.250000 Penalty: 3509.470459
	Iteration 35Q: 3 clusters Score -2585847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2585849.000000 Penalty: 3509.470459
	Iteration 36Q: 3 clusters Score -2585849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2585851.250000 Penalty: 3509.470459
	Iteration 37Q: 3 clusters Score -2585851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2585853.500000 Penalty: 3509.470459
	Iteration 38Q: 3 clusters Score -2585854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2585853.500000 Penalty: 3509.470459
	Iteration 39F: 3 clusters Score -2585854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Entering Unmasked Estep 
Score: -5143642.000000 Penalty: 1869.941162
	Iteration 0F: 2 clusters Score -5143642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -5077060.000000 Penalty: 3739.882324
	Iteration 0F: 3 clusters Score -5077060 nChanged 47418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -5104758.000000 Penalty: 3739.882324
	Iteration 1F: 3 clusters Score -5104758 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -5105574.000000 Penalty: 3739.882324
	Iteration 2Q: 3 clusters Score -5105574 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -5106662.500000 Penalty: 3739.882324
	Iteration 3Q: 3 clusters Score -5106662 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -5108292.500000 Penalty: 3739.882324
	Iteration 4Q: 3 clusters Score -5108292 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -5111013.000000 Penalty: 3739.882324
	Iteration 5F: 3 clusters Score -5111013 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70561 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -5115571.000000 Penalty: 3739.882324
	Iteration 6F: 3 clusters Score -5115571 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -5122482.000000 Penalty: 3739.882324
	Iteration 7F: 3 clusters Score -5122482 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -5130270.000000 Penalty: 3739.882324
	Iteration 8F: 3 clusters Score -5130270 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -5136491.500000 Penalty: 3739.882324
	Iteration 9F: 3 clusters Score -5136492 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5140006.500000 Penalty: 3739.882324
	Iteration 10Q: 3 clusters Score -5140006 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5141365.000000 Penalty: 3739.882324
	Iteration 11Q: 3 clusters Score -5141365 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5141816.500000 Penalty: 3739.882324
	Iteration 12Q: 3 clusters Score -5141816 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5142012.000000 Penalty: 3739.882324
	Iteration 13Q: 3 clusters Score -5142012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5142085.000000 Penalty: 3739.882324
	Iteration 14Q: 3 clusters Score -5142085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99172 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5142127.500000 Penalty: 3739.882324
	Iteration 15Q: 3 clusters Score -5142128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99187 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5142151.000000 Penalty: 3739.882324
	Iteration 16Q: 3 clusters Score -5142151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5142183.500000 Penalty: 3739.882324
	Iteration 17Q: 3 clusters Score -5142184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5142191.500000 Penalty: 3739.882324
	Iteration 18Q: 3 clusters Score -5142192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5142202.500000 Penalty: 3739.882324
	Iteration 19Q: 3 clusters Score -5142202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99202 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5142207.000000 Penalty: 3739.882324
	Iteration 20F: 3 clusters Score -5142207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5142207.500000 Penalty: 3739.882324
	Iteration 21Q: 3 clusters Score -5142208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5142208.000000 Penalty: 3739.882324
	Iteration 22Q: 3 clusters Score -5142208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5142216.000000 Penalty: 3739.882324
	Iteration 23Q: 3 clusters Score -5142216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5142225.500000 Penalty: 3739.882324
	Iteration 24Q: 3 clusters Score -5142226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5142229.500000 Penalty: 3739.882324
	Iteration 25Q: 3 clusters Score -5142230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5142233.500000 Penalty: 3739.882324
	Iteration 26Q: 3 clusters Score -5142234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5142238.000000 Penalty: 3739.882324
	Iteration 27Q: 3 clusters Score -5142238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5142237.500000 Penalty: 3739.882324
	Iteration 28Q: 3 clusters Score -5142238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5142237.000000 Penalty: 3739.882324
	Iteration 29Q: 3 clusters Score -5142237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99210 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5142243.000000 Penalty: 3739.882324
	Iteration 30Q: 3 clusters Score -5142243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5142251.000000 Penalty: 3739.882324
	Iteration 31Q: 3 clusters Score -5142251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5142250.500000 Penalty: 3739.882324
	Iteration 32Q: 3 clusters Score -5142250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5142250.500000 Penalty: 3739.882324
	Iteration 33F: 3 clusters Score -5142250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -118296.164062 Penalty: 1246.217041
	Iteration 0F: 2 clusters Score -118296.2 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 1078 members 
Entering Unmasked Estep 
Score: -116095.828125 Penalty: 2492.434082
	Iteration 0F: 3 clusters Score -116095.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -116533.210938 Penalty: 2492.434082
	Iteration 1F: 3 clusters Score -116533.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -116636.343750 Penalty: 2492.434082
	Iteration 2F: 3 clusters Score -116636.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -116699.539062 Penalty: 2492.434082
	Iteration 3Q: 3 clusters Score -116699.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -116748.390625 Penalty: 2492.434082
	Iteration 4Q: 3 clusters Score -116748.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -116776.218750 Penalty: 2492.434082
	Iteration 5Q: 3 clusters Score -116776.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -116801.109375 Penalty: 2492.434082
	Iteration 6Q: 3 clusters Score -116801.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -116820.781250 Penalty: 2492.434082
	Iteration 7Q: 3 clusters Score -116820.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -116832.289062 Penalty: 2492.434082
	Iteration 8Q: 3 clusters Score -116832.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -116842.054688 Penalty: 2492.434082
	Iteration 9Q: 3 clusters Score -116842.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -116853.210938 Penalty: 2492.434082
	Iteration 10Q: 3 clusters Score -116853.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -116863.265625 Penalty: 2492.434082
	Iteration 11Q: 3 clusters Score -116863.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -116871.289062 Penalty: 2492.434082
	Iteration 12Q: 3 clusters Score -116871.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -116876.148438 Penalty: 2492.434082
	Iteration 13Q: 3 clusters Score -116876.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -116881.960938 Penalty: 2492.434082
	Iteration 14Q: 3 clusters Score -116882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -116885.984375 Penalty: 2492.434082
	Iteration 15Q: 3 clusters Score -116886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -116888.773438 Penalty: 2492.434082
	Iteration 16Q: 3 clusters Score -116888.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -116894.609375 Penalty: 2492.434082
	Iteration 17Q: 3 clusters Score -116894.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -116902.375000 Penalty: 2492.434082
	Iteration 18Q: 3 clusters Score -116902.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -116908.015625 Penalty: 2492.434082
	Iteration 19Q: 3 clusters Score -116908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -116910.531250 Penalty: 2492.434082
	Iteration 20F: 3 clusters Score -116910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -116911.718750 Penalty: 2492.434082
	Iteration 21Q: 3 clusters Score -116911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -116913.187500 Penalty: 2492.434082
	Iteration 22Q: 3 clusters Score -116913.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -116914.656250 Penalty: 2492.434082
	Iteration 23Q: 3 clusters Score -116914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -116915.304688 Penalty: 2492.434082
	Iteration 24Q: 3 clusters Score -116915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -116915.304688 Penalty: 2492.434082
	Iteration 25F: 3 clusters Score -116915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Entering Unmasked Estep 
Score: -1471777.875000 Penalty: 1663.668213
	Iteration 0F: 2 clusters Score -1471778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1453072.375000 Penalty: 3327.336426
	Iteration 0F: 3 clusters Score -1453072 nChanged 12688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1460187.875000 Penalty: 3327.336426
	Iteration 1F: 3 clusters Score -1460188 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1460631.000000 Penalty: 3327.336426
	Iteration 2Q: 3 clusters Score -1460631 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1461181.000000 Penalty: 3327.336426
	Iteration 3Q: 3 clusters Score -1461181 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1461969.125000 Penalty: 3327.336426
	Iteration 4F: 3 clusters Score -1461969 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1463157.125000 Penalty: 3327.336426
	Iteration 5F: 3 clusters Score -1463157 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1464782.750000 Penalty: 3327.336426
	Iteration 6F: 3 clusters Score -1464783 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1466616.750000 Penalty: 3327.336426
	Iteration 7F: 3 clusters Score -1466617 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1468028.375000 Penalty: 3327.336426
	Iteration 8F: 3 clusters Score -1468028 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1468921.250000 Penalty: 3327.336426
	Iteration 9Q: 3 clusters Score -1468921 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1469470.125000 Penalty: 3327.336426
	Iteration 10Q: 3 clusters Score -1469470 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1469768.500000 Penalty: 3327.336426
	Iteration 11Q: 3 clusters Score -1469768 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1469933.500000 Penalty: 3327.336426
	Iteration 12Q: 3 clusters Score -1469934 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1470039.500000 Penalty: 3327.336426
	Iteration 13Q: 3 clusters Score -1470040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1470119.875000 Penalty: 3327.336426
	Iteration 14Q: 3 clusters Score -1470120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1470180.250000 Penalty: 3327.336426
	Iteration 15Q: 3 clusters Score -1470180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1470208.375000 Penalty: 3327.336426
	Iteration 16Q: 3 clusters Score -1470208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1470231.250000 Penalty: 3327.336426
	Iteration 17Q: 3 clusters Score -1470231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1470252.750000 Penalty: 3327.336426
	Iteration 18Q: 3 clusters Score -1470253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1470275.375000 Penalty: 3327.336426
	Iteration 19Q: 3 clusters Score -1470275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1470290.625000 Penalty: 3327.336426
	Iteration 20F: 3 clusters Score -1470291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1470300.000000 Penalty: 3327.336426
	Iteration 21Q: 3 clusters Score -1470300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1470305.875000 Penalty: 3327.336426
	Iteration 22Q: 3 clusters Score -1470306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1470310.625000 Penalty: 3327.336426
	Iteration 23Q: 3 clusters Score -1470311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1470313.500000 Penalty: 3327.336426
	Iteration 24Q: 3 clusters Score -1470314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1470315.250000 Penalty: 3327.336426
	Iteration 25Q: 3 clusters Score -1470315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1470317.750000 Penalty: 3327.336426
	Iteration 26Q: 3 clusters Score -1470318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1470319.125000 Penalty: 3327.336426
	Iteration 27Q: 3 clusters Score -1470319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1470319.250000 Penalty: 3327.336426
	Iteration 28Q: 3 clusters Score -1470319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1470323.250000 Penalty: 3327.336426
	Iteration 29Q: 3 clusters Score -1470323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1470323.625000 Penalty: 3327.336426
	Iteration 30Q: 3 clusters Score -1470324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1470325.750000 Penalty: 3327.336426
	Iteration 31Q: 3 clusters Score -1470326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1470325.000000 Penalty: 3327.336426
	Iteration 32Q: 3 clusters Score -1470325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1470326.000000 Penalty: 3327.336426
	Iteration 33Q: 3 clusters Score -1470326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1470326.375000 Penalty: 3327.336426
	Iteration 34Q: 3 clusters Score -1470326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1470329.750000 Penalty: 3327.336426
	Iteration 35Q: 3 clusters Score -1470330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1470329.500000 Penalty: 3327.336426
	Iteration 36Q: 3 clusters Score -1470330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1470336.125000 Penalty: 3327.336426
	Iteration 37Q: 3 clusters Score -1470336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1470336.750000 Penalty: 3327.336426
	Iteration 38Q: 3 clusters Score -1470337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1470336.625000 Penalty: 3327.336426
	Iteration 39Q: 3 clusters Score -1470337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1470337.000000 Penalty: 3327.336426
	Iteration 40F: 3 clusters Score -1470337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1470337.750000 Penalty: 3327.336426
	Iteration 41Q: 3 clusters Score -1470338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1470340.125000 Penalty: 3327.336426
	Iteration 42Q: 3 clusters Score -1470340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1470340.500000 Penalty: 3327.336426
	Iteration 43Q: 3 clusters Score -1470340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1470340.500000 Penalty: 3327.336426
	Iteration 44F: 3 clusters Score -1470340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Entering Unmasked Estep 
Score: -1360721.875000 Penalty: 1651.575562
	Iteration 0F: 2 clusters Score -1360722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1343151.750000 Penalty: 3303.151123
	Iteration 0F: 3 clusters Score -1343152 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1349627.625000 Penalty: 3303.151123
	Iteration 1F: 3 clusters Score -1349628 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1350125.250000 Penalty: 3303.151123
	Iteration 2F: 3 clusters Score -1350125 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1350724.375000 Penalty: 3303.151123
	Iteration 3F: 3 clusters Score -1350724 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1351537.500000 Penalty: 3303.151123
	Iteration 4F: 3 clusters Score -1351538 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1352744.625000 Penalty: 3303.151123
	Iteration 5F: 3 clusters Score -1352745 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -1354338.375000 Penalty: 3303.151123
	Iteration 6F: 3 clusters Score -1354338 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -1356121.625000 Penalty: 3303.151123
	Iteration 7F: 3 clusters Score -1356122 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -1357638.750000 Penalty: 3303.151123
	Iteration 8F: 3 clusters Score -1357639 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -1358569.750000 Penalty: 3303.151123
	Iteration 9Q: 3 clusters Score -1358570 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -1359133.500000 Penalty: 3303.151123
	Iteration 10Q: 3 clusters Score -1359134 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -1359451.750000 Penalty: 3303.151123
	Iteration 11Q: 3 clusters Score -1359452 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -1359617.500000 Penalty: 3303.151123
	Iteration 12Q: 3 clusters Score -1359618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -1359673.750000 Penalty: 3303.151123
	Iteration 13Q: 3 clusters Score -1359674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -1359696.000000 Penalty: 3303.151123
	Iteration 14Q: 3 clusters Score -1359696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -1359703.250000 Penalty: 3303.151123
	Iteration 15Q: 3 clusters Score -1359703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -1359709.500000 Penalty: 3303.151123
	Iteration 16Q: 3 clusters Score -1359710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -1359713.125000 Penalty: 3303.151123
	Iteration 17Q: 3 clusters Score -1359713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -1359712.750000 Penalty: 3303.151123
	Iteration 18Q: 3 clusters Score -1359713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -1359718.250000 Penalty: 3303.151123
	Iteration 19Q: 3 clusters Score -1359718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -1359724.250000 Penalty: 3303.151123
	Iteration 20F: 3 clusters Score -1359724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -1359726.625000 Penalty: 3303.151123
	Iteration 21Q: 3 clusters Score -1359727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -1359726.625000 Penalty: 3303.151123
	Iteration 22Q: 3 clusters Score -1359727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -1359728.125000 Penalty: 3303.151123
	Iteration 23Q: 3 clusters Score -1359728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -1359731.000000 Penalty: 3303.151123
	Iteration 24Q: 3 clusters Score -1359731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -1359733.875000 Penalty: 3303.151123
	Iteration 25Q: 3 clusters Score -1359734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -1359732.750000 Penalty: 3303.151123
	Iteration 26Q: 3 clusters Score -1359733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -1359735.125000 Penalty: 3303.151123
	Iteration 27Q: 3 clusters Score -1359735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -1359735.625000 Penalty: 3303.151123
	Iteration 28Q: 3 clusters Score -1359736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -1359737.625000 Penalty: 3303.151123
	Iteration 29Q: 3 clusters Score -1359738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -1359739.125000 Penalty: 3303.151123
	Iteration 30Q: 3 clusters Score -1359739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -1359736.875000 Penalty: 3303.151123
	Iteration 31Q: 3 clusters Score -1359737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -1359736.875000 Penalty: 3303.151123
	Iteration 32F: 3 clusters Score -1359737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Entering Unmasked Estep 
Score: -371100.906250 Penalty: 1440.682007
	Iteration 0F: 2 clusters Score -371100.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -365778.968750 Penalty: 2881.364014
	Iteration 0F: 3 clusters Score -365779 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -367312.875000 Penalty: 2881.364014
	Iteration 1F: 3 clusters Score -367312.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -367481.812500 Penalty: 2881.364014
	Iteration 2F: 3 clusters Score -367481.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -367603.375000 Penalty: 2881.364014
	Iteration 3Q: 3 clusters Score -367603.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -367700.937500 Penalty: 2881.364014
	Iteration 4Q: 3 clusters Score -367700.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -367772.625000 Penalty: 2881.364014
	Iteration 5Q: 3 clusters Score -367772.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -367835.093750 Penalty: 2881.364014
	Iteration 6Q: 3 clusters Score -367835.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -367893.156250 Penalty: 2881.364014
	Iteration 7Q: 3 clusters Score -367893.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -367958.250000 Penalty: 2881.364014
	Iteration 8Q: 3 clusters Score -367958.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -368025.843750 Penalty: 2881.364014
	Iteration 9Q: 3 clusters Score -368025.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -368095.500000 Penalty: 2881.364014
	Iteration 10Q: 3 clusters Score -368095.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -368167.000000 Penalty: 2881.364014
	Iteration 11Q: 3 clusters Score -368167 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -368251.968750 Penalty: 2881.364014
	Iteration 12Q: 3 clusters Score -368252 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -368354.468750 Penalty: 2881.364014
	Iteration 13Q: 3 clusters Score -368354.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -368504.062500 Penalty: 2881.364014
	Iteration 14Q: 3 clusters Score -368504.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -368741.531250 Penalty: 2881.364014
	Iteration 15Q: 3 clusters Score -368741.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -369001.406250 Penalty: 2881.364014
	Iteration 16Q: 3 clusters Score -369001.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -369216.031250 Penalty: 2881.364014
	Iteration 17Q: 3 clusters Score -369216 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -369416.500000 Penalty: 2881.364014
	Iteration 18Q: 3 clusters Score -369416.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -369561.781250 Penalty: 2881.364014
	Iteration 19Q: 3 clusters Score -369561.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -369643.656250 Penalty: 2881.364014
	Iteration 20F: 3 clusters Score -369643.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -369695.250000 Penalty: 2881.364014
	Iteration 21Q: 3 clusters Score -369695.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -369735.687500 Penalty: 2881.364014
	Iteration 22Q: 3 clusters Score -369735.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -369766.937500 Penalty: 2881.364014
	Iteration 23Q: 3 clusters Score -369766.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -369787.750000 Penalty: 2881.364014
	Iteration 24Q: 3 clusters Score -369787.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -369806.343750 Penalty: 2881.364014
	Iteration 25Q: 3 clusters Score -369806.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -369818.500000 Penalty: 2881.364014
	Iteration 26Q: 3 clusters Score -369818.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -369827.156250 Penalty: 2881.364014
	Iteration 27Q: 3 clusters Score -369827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -369827.250000 Penalty: 2881.364014
	Iteration 28Q: 3 clusters Score -369827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -369829.156250 Penalty: 2881.364014
	Iteration 29Q: 3 clusters Score -369829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -369829.000000 Penalty: 2881.364014
	Iteration 30Q: 3 clusters Score -369829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -369829.968750 Penalty: 2881.364014
	Iteration 31Q: 3 clusters Score -369830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -369830.656250 Penalty: 2881.364014
	Iteration 32Q: 3 clusters Score -369830.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -369830.656250 Penalty: 2881.364014
	Iteration 33F: 3 clusters Score -369830.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Entering Unmasked Estep 
Score: -904785.812500 Penalty: 1582.543701
	Iteration 0F: 2 clusters Score -904785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -893184.125000 Penalty: 3165.087402
	Iteration 0F: 3 clusters Score -893184.1 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -897269.000000 Penalty: 3165.087402
	Iteration 1F: 3 clusters Score -897269 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -897584.062500 Penalty: 3165.087402
	Iteration 2Q: 3 clusters Score -897584.1 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -897885.000000 Penalty: 3165.087402
	Iteration 3Q: 3 clusters Score -897885 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -898153.125000 Penalty: 3165.087402
	Iteration 4Q: 3 clusters Score -898153.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -898424.625000 Penalty: 3165.087402
	Iteration 5Q: 3 clusters Score -898424.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -898737.000000 Penalty: 3165.087402
	Iteration 6Q: 3 clusters Score -898737 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -899146.937500 Penalty: 3165.087402
	Iteration 7Q: 3 clusters Score -899146.9 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -899686.625000 Penalty: 3165.087402
	Iteration 8Q: 3 clusters Score -899686.6 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -900356.500000 Penalty: 3165.087402
	Iteration 9F: 3 clusters Score -900356.5 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -900996.687500 Penalty: 3165.087402
	Iteration 10F: 3 clusters Score -900996.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -901397.875000 Penalty: 3165.087402
	Iteration 11Q: 3 clusters Score -901397.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -901656.312500 Penalty: 3165.087402
	Iteration 12Q: 3 clusters Score -901656.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -901841.687500 Penalty: 3165.087402
	Iteration 13Q: 3 clusters Score -901841.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -901987.500000 Penalty: 3165.087402
	Iteration 14Q: 3 clusters Score -901987.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -902106.687500 Penalty: 3165.087402
	Iteration 15Q: 3 clusters Score -902106.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -902203.312500 Penalty: 3165.087402
	Iteration 16Q: 3 clusters Score -902203.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -902296.500000 Penalty: 3165.087402
	Iteration 17Q: 3 clusters Score -902296.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -902376.687500 Penalty: 3165.087402
	Iteration 18Q: 3 clusters Score -902376.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -902453.500000 Penalty: 3165.087402
	Iteration 19Q: 3 clusters Score -902453.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -902527.125000 Penalty: 3165.087402
	Iteration 20F: 3 clusters Score -902527.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -902602.562500 Penalty: 3165.087402
	Iteration 21Q: 3 clusters Score -902602.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -902683.375000 Penalty: 3165.087402
	Iteration 22Q: 3 clusters Score -902683.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -902755.625000 Penalty: 3165.087402
	Iteration 23Q: 3 clusters Score -902755.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -902821.750000 Penalty: 3165.087402
	Iteration 24Q: 3 clusters Score -902821.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -902887.687500 Penalty: 3165.087402
	Iteration 25Q: 3 clusters Score -902887.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -902954.125000 Penalty: 3165.087402
	Iteration 26Q: 3 clusters Score -902954.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -903006.125000 Penalty: 3165.087402
	Iteration 27Q: 3 clusters Score -903006.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -903053.187500 Penalty: 3165.087402
	Iteration 28Q: 3 clusters Score -903053.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -903093.875000 Penalty: 3165.087402
	Iteration 29Q: 3 clusters Score -903093.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -903123.062500 Penalty: 3165.087402
	Iteration 30Q: 3 clusters Score -903123.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -903149.687500 Penalty: 3165.087402
	Iteration 31Q: 3 clusters Score -903149.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -903184.875000 Penalty: 3165.087402
	Iteration 32Q: 3 clusters Score -903184.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -903217.312500 Penalty: 3165.087402
	Iteration 33Q: 3 clusters Score -903217.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -903248.375000 Penalty: 3165.087402
	Iteration 34Q: 3 clusters Score -903248.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -903276.250000 Penalty: 3165.087402
	Iteration 35Q: 3 clusters Score -903276.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -903298.062500 Penalty: 3165.087402
	Iteration 36Q: 3 clusters Score -903298.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -903326.500000 Penalty: 3165.087402
	Iteration 37Q: 3 clusters Score -903326.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -903351.937500 Penalty: 3165.087402
	Iteration 38Q: 3 clusters Score -903351.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -903367.375000 Penalty: 3165.087402
	Iteration 39Q: 3 clusters Score -903367.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -903382.250000 Penalty: 3165.087402
	Iteration 40F: 3 clusters Score -903382.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -903393.562500 Penalty: 3165.087402
	Iteration 41Q: 3 clusters Score -903393.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -903403.812500 Penalty: 3165.087402
	Iteration 42Q: 3 clusters Score -903403.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -903406.375000 Penalty: 3165.087402
	Iteration 43Q: 3 clusters Score -903406.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -903411.437500 Penalty: 3165.087402
	Iteration 44Q: 3 clusters Score -903411.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -903414.625000 Penalty: 3165.087402
	Iteration 45Q: 3 clusters Score -903414.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -903419.562500 Penalty: 3165.087402
	Iteration 46Q: 3 clusters Score -903419.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -903420.812500 Penalty: 3165.087402
	Iteration 47Q: 3 clusters Score -903420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -903421.125000 Penalty: 3165.087402
	Iteration 48Q: 3 clusters Score -903421.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -903423.625000 Penalty: 3165.087402
	Iteration 49Q: 3 clusters Score -903423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -903424.312500 Penalty: 3165.087402
	Iteration 50Q: 3 clusters Score -903424.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -903425.250000 Penalty: 3165.087402
	Iteration 51Q: 3 clusters Score -903425.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -903425.875000 Penalty: 3165.087402
	Iteration 52Q: 3 clusters Score -903425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -903426.937500 Penalty: 3165.087402
	Iteration 53Q: 3 clusters Score -903426.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -903428.062500 Penalty: 3165.087402
	Iteration 54Q: 3 clusters Score -903428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -903430.250000 Penalty: 3165.087402
	Iteration 55Q: 3 clusters Score -903430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -903429.937500 Penalty: 3165.087402
	Iteration 56Q: 3 clusters Score -903429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -903429.812500 Penalty: 3165.087402
	Iteration 57Q: 3 clusters Score -903429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -903431.875000 Penalty: 3165.087402
	Iteration 58Q: 3 clusters Score -903431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -903433.937500 Penalty: 3165.087402
	Iteration 59Q: 3 clusters Score -903433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -903432.312500 Penalty: 3165.087402
	Iteration 60F: 3 clusters Score -903432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -903433.312500 Penalty: 3165.087402
	Iteration 61Q: 3 clusters Score -903433.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -903433.312500 Penalty: 3165.087402
	Iteration 62F: 3 clusters Score -903433.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Entering Unmasked Estep 
Score: -541772.625000 Penalty: 1514.529419
	Iteration 0F: 2 clusters Score -541772.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -533849.250000 Penalty: 3029.058838
	Iteration 0F: 3 clusters Score -533849.2 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -536565.500000 Penalty: 3029.058838
	Iteration 1F: 3 clusters Score -536565.5 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -537012.750000 Penalty: 3029.058838
	Iteration 2F: 3 clusters Score -537012.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -537552.562500 Penalty: 3029.058838
	Iteration 3F: 3 clusters Score -537552.6 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -538347.375000 Penalty: 3029.058838
	Iteration 4F: 3 clusters Score -538347.4 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -539500.062500 Penalty: 3029.058838
	Iteration 5F: 3 clusters Score -539500.1 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -540709.687500 Penalty: 3029.058838
	Iteration 6F: 3 clusters Score -540709.7 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -541419.750000 Penalty: 3029.058838
	Iteration 7F: 3 clusters Score -541419.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -541736.687500 Penalty: 3029.058838
	Iteration 8Q: 3 clusters Score -541736.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -541852.750000 Penalty: 3029.058838
	Iteration 9Q: 3 clusters Score -541852.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -541903.687500 Penalty: 3029.058838
	Iteration 10Q: 3 clusters Score -541903.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -541938.187500 Penalty: 3029.058838
	Iteration 11Q: 3 clusters Score -541938.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -541975.125000 Penalty: 3029.058838
	Iteration 12Q: 3 clusters Score -541975.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -542022.875000 Penalty: 3029.058838
	Iteration 13Q: 3 clusters Score -542022.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -542054.437500 Penalty: 3029.058838
	Iteration 14Q: 3 clusters Score -542054.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -542070.437500 Penalty: 3029.058838
	Iteration 15Q: 3 clusters Score -542070.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -542082.937500 Penalty: 3029.058838
	Iteration 16Q: 3 clusters Score -542082.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -542091.875000 Penalty: 3029.058838
	Iteration 17Q: 3 clusters Score -542091.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -542097.312500 Penalty: 3029.058838
	Iteration 18Q: 3 clusters Score -542097.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -542103.062500 Penalty: 3029.058838
	Iteration 19Q: 3 clusters Score -542103.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -542104.750000 Penalty: 3029.058838
	Iteration 20F: 3 clusters Score -542104.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -542107.562500 Penalty: 3029.058838
	Iteration 21Q: 3 clusters Score -542107.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -542108.812500 Penalty: 3029.058838
	Iteration 22Q: 3 clusters Score -542108.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -542110.312500 Penalty: 3029.058838
	Iteration 23Q: 3 clusters Score -542110.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -542113.000000 Penalty: 3029.058838
	Iteration 24Q: 3 clusters Score -542113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -542114.000000 Penalty: 3029.058838
	Iteration 25Q: 3 clusters Score -542114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -542116.062500 Penalty: 3029.058838
	Iteration 26Q: 3 clusters Score -542116.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -542118.125000 Penalty: 3029.058838
	Iteration 27Q: 3 clusters Score -542118.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -542118.437500 Penalty: 3029.058838
	Iteration 28Q: 3 clusters Score -542118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -542118.312500 Penalty: 3029.058838
	Iteration 29Q: 3 clusters Score -542118.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -542118.250000 Penalty: 3029.058838
	Iteration 30Q: 3 clusters Score -542118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -542119.187500 Penalty: 3029.058838
	Iteration 31Q: 3 clusters Score -542119.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -542121.437500 Penalty: 3029.058838
	Iteration 32Q: 3 clusters Score -542121.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -542122.000000 Penalty: 3029.058838
	Iteration 33Q: 3 clusters Score -542122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -542123.437500 Penalty: 3029.058838
	Iteration 34Q: 3 clusters Score -542123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -542121.437500 Penalty: 3029.058838
	Iteration 35Q: 3 clusters Score -542121.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -542122.562500 Penalty: 3029.058838
	Iteration 36Q: 3 clusters Score -542122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -542122.562500 Penalty: 3029.058838
	Iteration 37F: 3 clusters Score -542122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 5 contains 86000 members 
Mstep: Class 7 contains 63217 members 
Mstep: Class 8 contains 8188 members 
Mstep: Class 9 contains 48941 members 
Mstep: Class 10 contains 99442 members 
Mstep: Class 12 contains 2141 members 
Mstep: Class 13 contains 27944 members 
Mstep: Class 14 contains 25940 members 
Mstep: Class 15 contains 7085 members 
Mstep: Class 18 contains 16962 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 2270 members 
Entering Unmasked Estep 
Score: -20828580.000000 Penalty: 29439.427734
Splitting cluster 19 changes total score from -20828758.000000 to -20828580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -119598.468750 Penalty: 1255.724487
	Iteration 0F: 2 clusters Score -119598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -117315.507812 Penalty: 2511.448975
	Iteration 0F: 3 clusters Score -117315.5 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -117788.531250 Penalty: 2511.448975
	Iteration 1F: 3 clusters Score -117788.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -117874.203125 Penalty: 2511.448975
	Iteration 2F: 3 clusters Score -117874.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -117933.296875 Penalty: 2511.448975
	Iteration 3Q: 3 clusters Score -117933.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -117988.414062 Penalty: 2511.448975
	Iteration 4Q: 3 clusters Score -117988.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -118021.414062 Penalty: 2511.448975
	Iteration 5Q: 3 clusters Score -118021.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -118057.695312 Penalty: 2511.448975
	Iteration 6Q: 3 clusters Score -118057.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -118086.085938 Penalty: 2511.448975
	Iteration 7Q: 3 clusters Score -118086.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -118114.851562 Penalty: 2511.448975
	Iteration 8Q: 3 clusters Score -118114.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -118138.210938 Penalty: 2511.448975
	Iteration 9Q: 3 clusters Score -118138.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -118160.851562 Penalty: 2511.448975
	Iteration 10Q: 3 clusters Score -118160.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -118183.585938 Penalty: 2511.448975
	Iteration 11Q: 3 clusters Score -118183.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -118201.046875 Penalty: 2511.448975
	Iteration 12Q: 3 clusters Score -118201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -118221.671875 Penalty: 2511.448975
	Iteration 13Q: 3 clusters Score -118221.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -118246.250000 Penalty: 2511.448975
	Iteration 14Q: 3 clusters Score -118246.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -118270.914062 Penalty: 2511.448975
	Iteration 15Q: 3 clusters Score -118270.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118289.273438 Penalty: 2511.448975
	Iteration 16Q: 3 clusters Score -118289.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118301.507812 Penalty: 2511.448975
	Iteration 17Q: 3 clusters Score -118301.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118309.562500 Penalty: 2511.448975
	Iteration 18Q: 3 clusters Score -118309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -118314.210938 Penalty: 2511.448975
	Iteration 19Q: 3 clusters Score -118314.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -118319.039062 Penalty: 2511.448975
	Iteration 20F: 3 clusters Score -118319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118322.054688 Penalty: 2511.448975
	Iteration 21Q: 3 clusters Score -118322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118325.148438 Penalty: 2511.448975
	Iteration 22Q: 3 clusters Score -118325.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -118329.195312 Penalty: 2511.448975
	Iteration 23Q: 3 clusters Score -118329.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -118332.632812 Penalty: 2511.448975
	Iteration 24Q: 3 clusters Score -118332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -118335.726562 Penalty: 2511.448975
	Iteration 25Q: 3 clusters Score -118335.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118336.984375 Penalty: 2511.448975
	Iteration 26Q: 3 clusters Score -118337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118338.476562 Penalty: 2511.448975
	Iteration 27Q: 3 clusters Score -118338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118340.039062 Penalty: 2511.448975
	Iteration 28Q: 3 clusters Score -118340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118342.234375 Penalty: 2511.448975
	Iteration 29Q: 3 clusters Score -118342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118343.992188 Penalty: 2511.448975
	Iteration 30Q: 3 clusters Score -118344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118344.539062 Penalty: 2511.448975
	Iteration 31Q: 3 clusters Score -118344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118345.898438 Penalty: 2511.448975
	Iteration 32Q: 3 clusters Score -118345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118347.476562 Penalty: 2511.448975
	Iteration 33Q: 3 clusters Score -118347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118348.757812 Penalty: 2511.448975
	Iteration 34Q: 3 clusters Score -118348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118350.992188 Penalty: 2511.448975
	Iteration 35Q: 3 clusters Score -118351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -118352.007812 Penalty: 2511.448975
	Iteration 36Q: 3 clusters Score -118352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118353.320312 Penalty: 2511.448975
	Iteration 37Q: 3 clusters Score -118353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118353.773438 Penalty: 2511.448975
	Iteration 38Q: 3 clusters Score -118353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118354.156250 Penalty: 2511.448975
	Iteration 39Q: 3 clusters Score -118354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118354.406250 Penalty: 2511.448975
	Iteration 40F: 3 clusters Score -118354.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118355.320312 Penalty: 2511.448975
	Iteration 41Q: 3 clusters Score -118355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118356.070312 Penalty: 2511.448975
	Iteration 42Q: 3 clusters Score -118356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -118356.156250 Penalty: 2511.448975
	Iteration 43Q: 3 clusters Score -118356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118357.023438 Penalty: 2511.448975
	Iteration 44Q: 3 clusters Score -118357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118357.023438 Penalty: 2511.448975
	Iteration 45F: 3 clusters Score -118357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 5 contains 86000 members 
Mstep: Class 7 contains 63217 members 
Mstep: Class 8 contains 8188 members 
Mstep: Class 9 contains 48941 members 
Mstep: Class 10 contains 99442 members 
Mstep: Class 12 contains 2141 members 
Mstep: Class 13 contains 27944 members 
Mstep: Class 14 contains 25940 members 
Mstep: Class 15 contains 7085 members 
Mstep: Class 18 contains 16962 members 
Mstep: Class 19 contains 11161 members 
Mstep: Class 20 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828828.000000 Penalty: 27336.611328
Iteration 79Q: 14 clusters Score -2.082883e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 5 contains 86538 members 
Mstep: Class 7 contains 63171 members 
Mstep: Class 8 contains 8175 members 
Mstep: Class 9 contains 48896 members 
Mstep: Class 10 contains 99331 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 27895 members 
Mstep: Class 14 contains 25895 members 
Mstep: Class 15 contains 6937 members 
Mstep: Class 18 contains 16992 members 
Mstep: Class 19 contains 11131 members 
Mstep: Class 20 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828916.000000 Penalty: 27336.611328
Iteration 80F: 14 clusters Score -2.082892e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 5 contains 87077 members 
Mstep: Class 7 contains 63129 members 
Mstep: Class 8 contains 8157 members 
Mstep: Class 9 contains 48841 members 
Mstep: Class 10 contains 99219 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 27841 members 
Mstep: Class 14 contains 25847 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 18 contains 17019 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828996.000000 Penalty: 27336.611328
Iteration 81Q: 14 clusters Score -2.0829e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 5 contains 87580 members 
Mstep: Class 7 contains 63103 members 
Mstep: Class 8 contains 8139 members 
Mstep: Class 9 contains 48802 members 
Mstep: Class 10 contains 99101 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 27789 members 
Mstep: Class 14 contains 25786 members 
Mstep: Class 15 contains 6673 members 
Mstep: Class 18 contains 17044 members 
Mstep: Class 19 contains 11088 members 
Mstep: Class 20 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829088.000000 Penalty: 27336.611328
Iteration 82Q: 14 clusters Score -2.082909e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 5 contains 88064 members 
Mstep: Class 7 contains 63074 members 
Mstep: Class 8 contains 8123 members 
Mstep: Class 9 contains 48764 members 
Mstep: Class 10 contains 98987 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 27742 members 
Mstep: Class 14 contains 25736 members 
Mstep: Class 15 contains 6546 members 
Mstep: Class 18 contains 17059 members 
Mstep: Class 19 contains 11068 members 
Mstep: Class 20 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829222.000000 Penalty: 27336.611328
Iteration 83Q: 14 clusters Score -2.082922e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 5 contains 88519 members 
Mstep: Class 7 contains 63047 members 
Mstep: Class 8 contains 8102 members 
Mstep: Class 9 contains 48728 members 
Mstep: Class 10 contains 98893 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 27702 members 
Mstep: Class 14 contains 25680 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 18 contains 17078 members 
Mstep: Class 19 contains 11050 members 
Mstep: Class 20 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829264.000000 Penalty: 27336.611328
Iteration 84Q: 14 clusters Score -2.082926e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 5 contains 88995 members 
Mstep: Class 7 contains 63005 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 48700 members 
Mstep: Class 10 contains 98803 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 27658 members 
Mstep: Class 14 contains 25638 members 
Mstep: Class 15 contains 6273 members 
Mstep: Class 18 contains 17097 members 
Mstep: Class 19 contains 11030 members 
Mstep: Class 20 contains 2281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829326.000000 Penalty: 27336.611328
Iteration 85Q: 14 clusters Score -2.082933e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 5 contains 89475 members 
Mstep: Class 7 contains 62969 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 48678 members 
Mstep: Class 10 contains 98698 members 
Mstep: Class 12 contains 1923 members 
Mstep: Class 13 contains 27623 members 
Mstep: Class 14 contains 25585 members 
Mstep: Class 15 contains 6129 members 
Mstep: Class 18 contains 17109 members 
Mstep: Class 19 contains 11009 members 
Mstep: Class 20 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829356.000000 Penalty: 27336.611328
Iteration 86Q: 14 clusters Score -2.082936e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 5 contains 89972 members 
Mstep: Class 7 contains 62938 members 
Mstep: Class 8 contains 8058 members 
Mstep: Class 9 contains 48666 members 
Mstep: Class 10 contains 98589 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 27579 members 
Mstep: Class 14 contains 25531 members 
Mstep: Class 15 contains 5980 members 
Mstep: Class 18 contains 17111 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829354.000000 Penalty: 27336.611328
Iteration 87Q: 14 clusters Score -2.082935e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 5 contains 90463 members 
Mstep: Class 7 contains 62907 members 
Mstep: Class 8 contains 8038 members 
Mstep: Class 9 contains 48655 members 
Mstep: Class 10 contains 98463 members 
Mstep: Class 12 contains 1876 members 
Mstep: Class 13 contains 27532 members 
Mstep: Class 14 contains 25495 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 18 contains 17127 members 
Mstep: Class 19 contains 10971 members 
Mstep: Class 20 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829476.000000 Penalty: 27336.611328
Iteration 88Q: 14 clusters Score -2.082948e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 5 contains 90943 members 
Mstep: Class 7 contains 62864 members 
Mstep: Class 8 contains 8020 members 
Mstep: Class 9 contains 48635 members 
Mstep: Class 10 contains 98352 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 27493 members 
Mstep: Class 14 contains 25455 members 
Mstep: Class 15 contains 5686 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 10954 members 
Mstep: Class 20 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829426.000000 Penalty: 27336.611328
Iteration 89Q: 14 clusters Score -2.082943e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 5 contains 91432 members 
Mstep: Class 7 contains 62822 members 
Mstep: Class 8 contains 8000 members 
Mstep: Class 9 contains 48623 members 
Mstep: Class 10 contains 98208 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 27456 members 
Mstep: Class 14 contains 25422 members 
Mstep: Class 15 contains 5551 members 
Mstep: Class 18 contains 17153 members 
Mstep: Class 19 contains 10939 members 
Mstep: Class 20 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829488.000000 Penalty: 27336.611328
Iteration 90Q: 14 clusters Score -2.082949e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 5 contains 91924 members 
Mstep: Class 7 contains 62778 members 
Mstep: Class 8 contains 7988 members 
Mstep: Class 9 contains 48604 members 
Mstep: Class 10 contains 98068 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 27410 members 
Mstep: Class 14 contains 25392 members 
Mstep: Class 15 contains 5415 members 
Mstep: Class 18 contains 17167 members 
Mstep: Class 19 contains 10918 members 
Mstep: Class 20 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829550.000000 Penalty: 27336.611328
Iteration 91Q: 14 clusters Score -2.082955e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 5 contains 92379 members 
Mstep: Class 7 contains 62734 members 
Mstep: Class 8 contains 7980 members 
Mstep: Class 9 contains 48576 members 
Mstep: Class 10 contains 97944 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 27367 members 
Mstep: Class 14 contains 25367 members 
Mstep: Class 15 contains 5294 members 
Mstep: Class 18 contains 17184 members 
Mstep: Class 19 contains 10901 members 
Mstep: Class 20 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829592.000000 Penalty: 27336.611328
Iteration 92Q: 14 clusters Score -2.082959e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 5 contains 92852 members 
Mstep: Class 7 contains 62686 members 
Mstep: Class 8 contains 7972 members 
Mstep: Class 9 contains 48543 members 
Mstep: Class 10 contains 97816 members 
Mstep: Class 12 contains 1758 members 
Mstep: Class 13 contains 27326 members 
Mstep: Class 14 contains 25332 members 
Mstep: Class 15 contains 5188 members 
Mstep: Class 18 contains 17196 members 
Mstep: Class 19 contains 10879 members 
Mstep: Class 20 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829588.000000 Penalty: 27336.611328
Iteration 93Q: 14 clusters Score -2.082959e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 5 contains 93285 members 
Mstep: Class 7 contains 62649 members 
Mstep: Class 8 contains 7962 members 
Mstep: Class 9 contains 48508 members 
Mstep: Class 10 contains 97693 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 27298 members 
Mstep: Class 14 contains 25291 members 
Mstep: Class 15 contains 5084 members 
Mstep: Class 18 contains 17200 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829700.000000 Penalty: 27336.611328
Iteration 94Q: 14 clusters Score -2.08297e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 5 contains 93733 members 
Mstep: Class 7 contains 62593 members 
Mstep: Class 8 contains 7958 members 
Mstep: Class 9 contains 48466 members 
Mstep: Class 10 contains 97585 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 27270 members 
Mstep: Class 14 contains 25262 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 18 contains 17196 members 
Mstep: Class 19 contains 10851 members 
Mstep: Class 20 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829724.000000 Penalty: 27336.611328
Iteration 95Q: 14 clusters Score -2.082972e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 5 contains 94162 members 
Mstep: Class 7 contains 62539 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 48441 members 
Mstep: Class 10 contains 97464 members 
Mstep: Class 12 contains 1710 members 
Mstep: Class 13 contains 27235 members 
Mstep: Class 14 contains 25248 members 
Mstep: Class 15 contains 4862 members 
Mstep: Class 18 contains 17196 members 
Mstep: Class 19 contains 10835 members 
Mstep: Class 20 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829812.000000 Penalty: 27336.611328
Iteration 96Q: 14 clusters Score -2.082981e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 5 contains 94610 members 
Mstep: Class 7 contains 62491 members 
Mstep: Class 8 contains 7935 members 
Mstep: Class 9 contains 48416 members 
Mstep: Class 10 contains 97330 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 27205 members 
Mstep: Class 14 contains 25225 members 
Mstep: Class 15 contains 4741 members 
Mstep: Class 18 contains 17193 members 
Mstep: Class 19 contains 10819 members 
Mstep: Class 20 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829866.000000 Penalty: 27336.611328
Iteration 97Q: 14 clusters Score -2.082987e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 5 contains 95056 members 
Mstep: Class 7 contains 62458 members 
Mstep: Class 8 contains 7922 members 
Mstep: Class 9 contains 48386 members 
Mstep: Class 10 contains 97216 members 
Mstep: Class 12 contains 1672 members 
Mstep: Class 13 contains 27167 members 
Mstep: Class 14 contains 25193 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 18 contains 17196 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829924.000000 Penalty: 27336.611328
Iteration 98Q: 14 clusters Score -2.082992e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 5 contains 95459 members 
Mstep: Class 7 contains 62428 members 
Mstep: Class 8 contains 7909 members 
Mstep: Class 9 contains 48352 members 
Mstep: Class 10 contains 97098 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 27141 members 
Mstep: Class 14 contains 25168 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 18 contains 17191 members 
Mstep: Class 19 contains 10798 members 
Mstep: Class 20 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829928.000000 Penalty: 27336.611328
Iteration 99Q: 14 clusters Score -2.082993e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 5 contains 95870 members 
Mstep: Class 7 contains 62396 members 
Mstep: Class 8 contains 7890 members 
Mstep: Class 9 contains 48312 members 
Mstep: Class 10 contains 96981 members 
Mstep: Class 12 contains 1643 members 
Mstep: Class 13 contains 27117 members 
Mstep: Class 14 contains 25149 members 
Mstep: Class 15 contains 4416 members 
Mstep: Class 18 contains 17193 members 
Mstep: Class 19 contains 10788 members 
Mstep: Class 20 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830074.000000 Penalty: 27336.611328
Iteration 100F: 14 clusters Score -2.083007e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 5 contains 96252 members 
Mstep: Class 7 contains 62369 members 
Mstep: Class 8 contains 7875 members 
Mstep: Class 9 contains 48268 members 
Mstep: Class 10 contains 96875 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 27093 members 
Mstep: Class 14 contains 25131 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 18 contains 17190 members 
Mstep: Class 19 contains 10773 members 
Mstep: Class 20 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830112.000000 Penalty: 27336.611328
Iteration 101Q: 14 clusters Score -2.083011e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 5 contains 96680 members 
Mstep: Class 7 contains 62326 members 
Mstep: Class 8 contains 7860 members 
Mstep: Class 9 contains 48221 members 
Mstep: Class 10 contains 96759 members 
Mstep: Class 12 contains 1611 members 
Mstep: Class 13 contains 27059 members 
Mstep: Class 14 contains 25113 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 18 contains 17193 members 
Mstep: Class 19 contains 10757 members 
Mstep: Class 20 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830124.000000 Penalty: 27336.611328
Iteration 102Q: 14 clusters Score -2.083012e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 5 contains 97107 members 
Mstep: Class 7 contains 62297 members 
Mstep: Class 8 contains 7840 members 
Mstep: Class 9 contains 48178 members 
Mstep: Class 10 contains 96631 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 27026 members 
Mstep: Class 14 contains 25088 members 
Mstep: Class 15 contains 4145 members 
Mstep: Class 18 contains 17189 members 
Mstep: Class 19 contains 10743 members 
Mstep: Class 20 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830182.000000 Penalty: 27336.611328
Iteration 103Q: 14 clusters Score -2.083018e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 5 contains 97541 members 
Mstep: Class 7 contains 62259 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 48142 members 
Mstep: Class 10 contains 96511 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 26995 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 4073 members 
Mstep: Class 18 contains 17181 members 
Mstep: Class 19 contains 10723 members 
Mstep: Class 20 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830214.000000 Penalty: 27336.611328
Iteration 104Q: 14 clusters Score -2.083021e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 5 contains 97976 members 
Mstep: Class 7 contains 62222 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 48113 members 
Mstep: Class 10 contains 96364 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 26972 members 
Mstep: Class 14 contains 25026 members 
Mstep: Class 15 contains 3998 members 
Mstep: Class 18 contains 17173 members 
Mstep: Class 19 contains 10707 members 
Mstep: Class 20 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830268.000000 Penalty: 27336.611328
Iteration 105Q: 14 clusters Score -2.083027e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 5 contains 98393 members 
Mstep: Class 7 contains 62191 members 
Mstep: Class 8 contains 7782 members 
Mstep: Class 9 contains 48087 members 
Mstep: Class 10 contains 96239 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 26940 members 
Mstep: Class 14 contains 25002 members 
Mstep: Class 15 contains 3918 members 
Mstep: Class 18 contains 17157 members 
Mstep: Class 19 contains 10695 members 
Mstep: Class 20 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830260.000000 Penalty: 27336.611328
Iteration 106Q: 14 clusters Score -2.083026e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 5 contains 98754 members 
Mstep: Class 7 contains 62161 members 
Mstep: Class 8 contains 7762 members 
Mstep: Class 9 contains 48063 members 
Mstep: Class 10 contains 96122 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 26920 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 18 contains 17143 members 
Mstep: Class 19 contains 10682 members 
Mstep: Class 20 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830264.000000 Penalty: 27336.611328
Iteration 107Q: 14 clusters Score -2.083026e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 5 contains 99141 members 
Mstep: Class 7 contains 62110 members 
Mstep: Class 8 contains 7733 members 
Mstep: Class 9 contains 48036 members 
Mstep: Class 10 contains 96012 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 26895 members 
Mstep: Class 14 contains 24962 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 18 contains 17133 members 
Mstep: Class 19 contains 10670 members 
Mstep: Class 20 contains 2257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830268.000000 Penalty: 27336.611328
Iteration 108Q: 14 clusters Score -2.083027e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 5 contains 99517 members 
Mstep: Class 7 contains 62060 members 
Mstep: Class 8 contains 7714 members 
Mstep: Class 9 contains 48003 members 
Mstep: Class 10 contains 95898 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 26877 members 
Mstep: Class 14 contains 24942 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 18 contains 17124 members 
Mstep: Class 19 contains 10661 members 
Mstep: Class 20 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830338.000000 Penalty: 27336.611328
Iteration 109Q: 14 clusters Score -2.083034e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 5 contains 99880 members 
Mstep: Class 7 contains 62021 members 
Mstep: Class 8 contains 7692 members 
Mstep: Class 9 contains 47984 members 
Mstep: Class 10 contains 95771 members 
Mstep: Class 12 contains 1423 members 
Mstep: Class 13 contains 26861 members 
Mstep: Class 14 contains 24931 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 18 contains 17112 members 
Mstep: Class 19 contains 10658 members 
Mstep: Class 20 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830266.000000 Penalty: 27336.611328
Iteration 110Q: 14 clusters Score -2.083027e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 5 contains 100230 members 
Mstep: Class 7 contains 61987 members 
Mstep: Class 8 contains 7672 members 
Mstep: Class 9 contains 47964 members 
Mstep: Class 10 contains 95645 members 
Mstep: Class 12 contains 1400 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 24901 members 
Mstep: Class 15 contains 3624 members 
Mstep: Class 18 contains 17101 members 
Mstep: Class 19 contains 10655 members 
Mstep: Class 20 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2089.685059 but Gain 2102.816406
Score: -20830316.000000 Penalty: 25233.794922
Iteration 111Q: 13 clusters Score -2.083032e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 5 contains 100904 members 
Mstep: Class 7 contains 62005 members 
Mstep: Class 8 contains 7656 members 
Mstep: Class 9 contains 48052 members 
Mstep: Class 10 contains 95764 members 
Mstep: Class 13 contains 26870 members 
Mstep: Class 14 contains 24925 members 
Mstep: Class 15 contains 3605 members 
Mstep: Class 18 contains 17597 members 
Mstep: Class 19 contains 10648 members 
Mstep: Class 20 contains 2248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20831952.000000 Penalty: 25233.794922
Iteration 112Q: 13 clusters Score -2.083195e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 5 contains 101210 members 
Mstep: Class 7 contains 61910 members 
Mstep: Class 8 contains 7641 members 
Mstep: Class 9 contains 48009 members 
Mstep: Class 10 contains 95580 members 
Mstep: Class 13 contains 26835 members 
Mstep: Class 14 contains 24887 members 
Mstep: Class 15 contains 3544 members 
Mstep: Class 18 contains 17825 members 
Mstep: Class 19 contains 10637 members 
Mstep: Class 20 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832066.000000 Penalty: 25233.794922
Iteration 113Q: 13 clusters Score -2.083207e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 5 contains 101489 members 
Mstep: Class 7 contains 61824 members 
Mstep: Class 8 contains 7622 members 
Mstep: Class 9 contains 47964 members 
Mstep: Class 10 contains 95384 members 
Mstep: Class 13 contains 26797 members 
Mstep: Class 14 contains 24857 members 
Mstep: Class 15 contains 3492 members 
Mstep: Class 18 contains 18058 members 
Mstep: Class 19 contains 10627 members 
Mstep: Class 20 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832052.000000 Penalty: 25233.794922
Iteration 114Q: 13 clusters Score -2.083205e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 5 contains 101738 members 
Mstep: Class 7 contains 61768 members 
Mstep: Class 8 contains 7593 members 
Mstep: Class 9 contains 47925 members 
Mstep: Class 10 contains 95211 members 
Mstep: Class 13 contains 26783 members 
Mstep: Class 14 contains 24818 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 18 contains 18236 members 
Mstep: Class 19 contains 10620 members 
Mstep: Class 20 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832136.000000 Penalty: 25233.794922
Iteration 115Q: 13 clusters Score -2.083214e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 5 contains 101980 members 
Mstep: Class 7 contains 61717 members 
Mstep: Class 8 contains 7570 members 
Mstep: Class 9 contains 47913 members 
Mstep: Class 10 contains 95074 members 
Mstep: Class 13 contains 26756 members 
Mstep: Class 14 contains 24781 members 
Mstep: Class 15 contains 3394 members 
Mstep: Class 18 contains 18371 members 
Mstep: Class 19 contains 10614 members 
Mstep: Class 20 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832158.000000 Penalty: 25233.794922
Iteration 116Q: 13 clusters Score -2.083216e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 5 contains 102211 members 
Mstep: Class 7 contains 61692 members 
Mstep: Class 8 contains 7548 members 
Mstep: Class 9 contains 47886 members 
Mstep: Class 10 contains 94962 members 
Mstep: Class 13 contains 26736 members 
Mstep: Class 14 contains 24741 members 
Mstep: Class 15 contains 3335 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 10609 members 
Mstep: Class 20 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832202.000000 Penalty: 25233.794922
Iteration 117Q: 13 clusters Score -2.08322e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 5 contains 102460 members 
Mstep: Class 7 contains 61672 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 47863 members 
Mstep: Class 10 contains 94834 members 
Mstep: Class 13 contains 26713 members 
Mstep: Class 14 contains 24704 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 18 contains 18544 members 
Mstep: Class 19 contains 10598 members 
Mstep: Class 20 contains 2243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832162.000000 Penalty: 25233.794922
Iteration 118Q: 13 clusters Score -2.083216e+07 nChanged 443
Entering ConstructFrom: 
Score: -20832162.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (16353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Entering Unmasked Estep 
Score: -863898.125000 Penalty: 1576.602051
	Iteration 0F: 2 clusters Score -863898.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -852760.187500 Penalty: 3153.204102
	Iteration 0F: 3 clusters Score -852760.2 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -857114.000000 Penalty: 3153.204102
	Iteration 1F: 3 clusters Score -857114 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -857599.812500 Penalty: 3153.204102
	Iteration 2F: 3 clusters Score -857599.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -858052.500000 Penalty: 3153.204102
	Iteration 3F: 3 clusters Score -858052.5 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -858545.812500 Penalty: 3153.204102
	Iteration 4F: 3 clusters Score -858545.8 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -859062.187500 Penalty: 3153.204102
	Iteration 5F: 3 clusters Score -859062.2 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -859653.937500 Penalty: 3153.204102
	Iteration 6F: 3 clusters Score -859653.9 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -860331.062500 Penalty: 3153.204102
	Iteration 7F: 3 clusters Score -860331.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -860931.250000 Penalty: 3153.204102
	Iteration 8Q: 3 clusters Score -860931.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -861306.562500 Penalty: 3153.204102
	Iteration 9Q: 3 clusters Score -861306.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -861513.875000 Penalty: 3153.204102
	Iteration 10Q: 3 clusters Score -861513.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -861611.750000 Penalty: 3153.204102
	Iteration 11Q: 3 clusters Score -861611.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -861687.000000 Penalty: 3153.204102
	Iteration 12Q: 3 clusters Score -861687 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -861741.312500 Penalty: 3153.204102
	Iteration 13Q: 3 clusters Score -861741.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -861803.187500 Penalty: 3153.204102
	Iteration 14Q: 3 clusters Score -861803.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -861871.625000 Penalty: 3153.204102
	Iteration 15Q: 3 clusters Score -861871.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -861934.937500 Penalty: 3153.204102
	Iteration 16Q: 3 clusters Score -861934.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -861987.125000 Penalty: 3153.204102
	Iteration 17Q: 3 clusters Score -861987.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -862036.562500 Penalty: 3153.204102
	Iteration 18Q: 3 clusters Score -862036.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -862074.000000 Penalty: 3153.204102
	Iteration 19Q: 3 clusters Score -862074 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -862111.687500 Penalty: 3153.204102
	Iteration 20F: 3 clusters Score -862111.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -862150.625000 Penalty: 3153.204102
	Iteration 21Q: 3 clusters Score -862150.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -862185.687500 Penalty: 3153.204102
	Iteration 22Q: 3 clusters Score -862185.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -862226.000000 Penalty: 3153.204102
	Iteration 23Q: 3 clusters Score -862226 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -862262.812500 Penalty: 3153.204102
	Iteration 24Q: 3 clusters Score -862262.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -862304.625000 Penalty: 3153.204102
	Iteration 25Q: 3 clusters Score -862304.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -862345.812500 Penalty: 3153.204102
	Iteration 26Q: 3 clusters Score -862345.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -862377.687500 Penalty: 3153.204102
	Iteration 27Q: 3 clusters Score -862377.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -862410.875000 Penalty: 3153.204102
	Iteration 28Q: 3 clusters Score -862410.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -862437.562500 Penalty: 3153.204102
	Iteration 29Q: 3 clusters Score -862437.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -862460.187500 Penalty: 3153.204102
	Iteration 30Q: 3 clusters Score -862460.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -862479.500000 Penalty: 3153.204102
	Iteration 31Q: 3 clusters Score -862479.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -862499.625000 Penalty: 3153.204102
	Iteration 32Q: 3 clusters Score -862499.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -862517.750000 Penalty: 3153.204102
	Iteration 33Q: 3 clusters Score -862517.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -862535.812500 Penalty: 3153.204102
	Iteration 34Q: 3 clusters Score -862535.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -862547.187500 Penalty: 3153.204102
	Iteration 35Q: 3 clusters Score -862547.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -862567.062500 Penalty: 3153.204102
	Iteration 36Q: 3 clusters Score -862567.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -862576.812500 Penalty: 3153.204102
	Iteration 37Q: 3 clusters Score -862576.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -862584.625000 Penalty: 3153.204102
	Iteration 38Q: 3 clusters Score -862584.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -862599.312500 Penalty: 3153.204102
	Iteration 39Q: 3 clusters Score -862599.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -862612.250000 Penalty: 3153.204102
	Iteration 40F: 3 clusters Score -862612.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -862620.562500 Penalty: 3153.204102
	Iteration 41Q: 3 clusters Score -862620.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -862631.875000 Penalty: 3153.204102
	Iteration 42Q: 3 clusters Score -862631.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -862641.500000 Penalty: 3153.204102
	Iteration 43Q: 3 clusters Score -862641.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -862646.812500 Penalty: 3153.204102
	Iteration 44Q: 3 clusters Score -862646.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -862653.687500 Penalty: 3153.204102
	Iteration 45Q: 3 clusters Score -862653.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -862658.562500 Penalty: 3153.204102
	Iteration 46Q: 3 clusters Score -862658.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -862663.875000 Penalty: 3153.204102
	Iteration 47Q: 3 clusters Score -862663.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -862670.937500 Penalty: 3153.204102
	Iteration 48Q: 3 clusters Score -862670.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -862675.875000 Penalty: 3153.204102
	Iteration 49Q: 3 clusters Score -862675.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -862678.687500 Penalty: 3153.204102
	Iteration 50Q: 3 clusters Score -862678.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -862682.500000 Penalty: 3153.204102
	Iteration 51Q: 3 clusters Score -862682.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -862685.500000 Penalty: 3153.204102
	Iteration 52Q: 3 clusters Score -862685.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -862691.500000 Penalty: 3153.204102
	Iteration 53Q: 3 clusters Score -862691.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -862698.250000 Penalty: 3153.204102
	Iteration 54Q: 3 clusters Score -862698.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -862698.250000 Penalty: 3153.204102
	Iteration 55Q: 3 clusters Score -862698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -862705.625000 Penalty: 3153.204102
	Iteration 56Q: 3 clusters Score -862705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -862708.875000 Penalty: 3153.204102
	Iteration 57Q: 3 clusters Score -862708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -862705.312500 Penalty: 3153.204102
	Iteration 58Q: 3 clusters Score -862705.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -862707.687500 Penalty: 3153.204102
	Iteration 59Q: 3 clusters Score -862707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -862710.375000 Penalty: 3153.204102
	Iteration 60F: 3 clusters Score -862710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -862712.812500 Penalty: 3153.204102
	Iteration 61Q: 3 clusters Score -862712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -862713.187500 Penalty: 3153.204102
	Iteration 62Q: 3 clusters Score -862713.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -862713.625000 Penalty: 3153.204102
	Iteration 63Q: 3 clusters Score -862713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -862714.312500 Penalty: 3153.204102
	Iteration 64Q: 3 clusters Score -862714.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -862715.250000 Penalty: 3153.204102
	Iteration 65Q: 3 clusters Score -862715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -862715.250000 Penalty: 3153.204102
	Iteration 66F: 3 clusters Score -862715.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Entering Unmasked Estep 
Score: -5280205.000000 Penalty: 1875.225464
	Iteration 0F: 2 clusters Score -5280205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -5211563.000000 Penalty: 3750.450928
	Iteration 0F: 3 clusters Score -5211563 nChanged 48906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -5240060.500000 Penalty: 3750.450928
	Iteration 1F: 3 clusters Score -5240060 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -5240855.000000 Penalty: 3750.450928
	Iteration 2Q: 3 clusters Score -5240855 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -5241909.500000 Penalty: 3750.450928
	Iteration 3Q: 3 clusters Score -5241910 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -5243467.500000 Penalty: 3750.450928
	Iteration 4Q: 3 clusters Score -5243468 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -5245906.500000 Penalty: 3750.450928
	Iteration 5Q: 3 clusters Score -5245906 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -5249734.000000 Penalty: 3750.450928
	Iteration 6F: 3 clusters Score -5249734 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -5254875.000000 Penalty: 3750.450928
	Iteration 7F: 3 clusters Score -5254875 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -5259743.000000 Penalty: 3750.450928
	Iteration 8F: 3 clusters Score -5259743 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -5262359.500000 Penalty: 3750.450928
	Iteration 9F: 3 clusters Score -5262360 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -5263317.500000 Penalty: 3750.450928
	Iteration 10Q: 3 clusters Score -5263318 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5263768.500000 Penalty: 3750.450928
	Iteration 11Q: 3 clusters Score -5263768 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -5264047.500000 Penalty: 3750.450928
	Iteration 12Q: 3 clusters Score -5264048 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70346 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -5264331.500000 Penalty: 3750.450928
	Iteration 13Q: 3 clusters Score -5264332 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -5264587.500000 Penalty: 3750.450928
	Iteration 14Q: 3 clusters Score -5264588 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -5264894.500000 Penalty: 3750.450928
	Iteration 15Q: 3 clusters Score -5264894 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -5265301.500000 Penalty: 3750.450928
	Iteration 16Q: 3 clusters Score -5265302 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -5265697.000000 Penalty: 3750.450928
	Iteration 17Q: 3 clusters Score -5265697 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -5266179.500000 Penalty: 3750.450928
	Iteration 18Q: 3 clusters Score -5266180 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -5266690.500000 Penalty: 3750.450928
	Iteration 19Q: 3 clusters Score -5266690 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -5267222.000000 Penalty: 3750.450928
	Iteration 20F: 3 clusters Score -5267222 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -5267953.500000 Penalty: 3750.450928
	Iteration 21Q: 3 clusters Score -5267954 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -5268778.000000 Penalty: 3750.450928
	Iteration 22Q: 3 clusters Score -5268778 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5269582.000000 Penalty: 3750.450928
	Iteration 23Q: 3 clusters Score -5269582 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -5270489.000000 Penalty: 3750.450928
	Iteration 24Q: 3 clusters Score -5270489 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -5271538.000000 Penalty: 3750.450928
	Iteration 25Q: 3 clusters Score -5271538 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -5272481.500000 Penalty: 3750.450928
	Iteration 26Q: 3 clusters Score -5272482 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -5273507.500000 Penalty: 3750.450928
	Iteration 27Q: 3 clusters Score -5273508 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -5274374.000000 Penalty: 3750.450928
	Iteration 28Q: 3 clusters Score -5274374 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -5275176.500000 Penalty: 3750.450928
	Iteration 29Q: 3 clusters Score -5275176 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97986 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5275911.500000 Penalty: 3750.450928
	Iteration 30Q: 3 clusters Score -5275912 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99014 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -5276561.000000 Penalty: 3750.450928
	Iteration 31Q: 3 clusters Score -5276561 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5277083.500000 Penalty: 3750.450928
	Iteration 32Q: 3 clusters Score -5277084 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5277432.500000 Penalty: 3750.450928
	Iteration 33Q: 3 clusters Score -5277432 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100988 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5277733.000000 Penalty: 3750.450928
	Iteration 34Q: 3 clusters Score -5277733 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5277947.000000 Penalty: 3750.450928
	Iteration 35Q: 3 clusters Score -5277947 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101572 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5278091.500000 Penalty: 3750.450928
	Iteration 36Q: 3 clusters Score -5278092 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5278223.500000 Penalty: 3750.450928
	Iteration 37Q: 3 clusters Score -5278224 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5278301.000000 Penalty: 3750.450928
	Iteration 38Q: 3 clusters Score -5278301 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5278369.000000 Penalty: 3750.450928
	Iteration 39Q: 3 clusters Score -5278369 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102027 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5278413.500000 Penalty: 3750.450928
	Iteration 40F: 3 clusters Score -5278414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102081 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5278456.500000 Penalty: 3750.450928
	Iteration 41Q: 3 clusters Score -5278456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102130 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5278498.500000 Penalty: 3750.450928
	Iteration 42Q: 3 clusters Score -5278498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5278537.000000 Penalty: 3750.450928
	Iteration 43Q: 3 clusters Score -5278537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5278562.000000 Penalty: 3750.450928
	Iteration 44Q: 3 clusters Score -5278562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102212 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5278579.500000 Penalty: 3750.450928
	Iteration 45Q: 3 clusters Score -5278580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102225 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5278579.500000 Penalty: 3750.450928
	Iteration 46Q: 3 clusters Score -5278580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102233 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5278587.500000 Penalty: 3750.450928
	Iteration 47Q: 3 clusters Score -5278588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5278596.000000 Penalty: 3750.450928
	Iteration 48Q: 3 clusters Score -5278596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102245 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5278598.000000 Penalty: 3750.450928
	Iteration 49Q: 3 clusters Score -5278598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102246 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5278598.500000 Penalty: 3750.450928
	Iteration 50Q: 3 clusters Score -5278598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5278601.000000 Penalty: 3750.450928
	Iteration 51Q: 3 clusters Score -5278601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5278601.000000 Penalty: 3750.450928
	Iteration 52F: 3 clusters Score -5278601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Entering Unmasked Estep 
Score: -3228273.250000 Penalty: 1792.218018
	Iteration 0F: 2 clusters Score -3228273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -3187062.750000 Penalty: 3584.436035
	Iteration 0F: 3 clusters Score -3187063 nChanged 28992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3203529.000000 Penalty: 3584.436035
	Iteration 1F: 3 clusters Score -3203529 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3203917.250000 Penalty: 3584.436035
	Iteration 2Q: 3 clusters Score -3203917 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -3204355.000000 Penalty: 3584.436035
	Iteration 3Q: 3 clusters Score -3204355 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -3204762.250000 Penalty: 3584.436035
	Iteration 4Q: 3 clusters Score -3204762 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -3205265.000000 Penalty: 3584.436035
	Iteration 5Q: 3 clusters Score -3205265 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -3205916.750000 Penalty: 3584.436035
	Iteration 6Q: 3 clusters Score -3205917 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -3206977.750000 Penalty: 3584.436035
	Iteration 7Q: 3 clusters Score -3206978 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -3208625.500000 Penalty: 3584.436035
	Iteration 8Q: 3 clusters Score -3208626 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -3211000.500000 Penalty: 3584.436035
	Iteration 9F: 3 clusters Score -3211000 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -3213467.250000 Penalty: 3584.436035
	Iteration 10F: 3 clusters Score -3213467 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -3214902.250000 Penalty: 3584.436035
	Iteration 11F: 3 clusters Score -3214902 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -3215298.000000 Penalty: 3584.436035
	Iteration 12Q: 3 clusters Score -3215298 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -3215433.750000 Penalty: 3584.436035
	Iteration 13Q: 3 clusters Score -3215434 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -3215482.250000 Penalty: 3584.436035
	Iteration 14Q: 3 clusters Score -3215482 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -3215523.250000 Penalty: 3584.436035
	Iteration 15Q: 3 clusters Score -3215523 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -3215550.000000 Penalty: 3584.436035
	Iteration 16Q: 3 clusters Score -3215550 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -3215611.500000 Penalty: 3584.436035
	Iteration 17Q: 3 clusters Score -3215612 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -3215645.000000 Penalty: 3584.436035
	Iteration 18Q: 3 clusters Score -3215645 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -3215701.250000 Penalty: 3584.436035
	Iteration 19Q: 3 clusters Score -3215701 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -3215763.500000 Penalty: 3584.436035
	Iteration 20F: 3 clusters Score -3215764 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -3215813.750000 Penalty: 3584.436035
	Iteration 21Q: 3 clusters Score -3215814 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -3215895.250000 Penalty: 3584.436035
	Iteration 22Q: 3 clusters Score -3215895 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -3216012.000000 Penalty: 3584.436035
	Iteration 23Q: 3 clusters Score -3216012 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -3216122.750000 Penalty: 3584.436035
	Iteration 24Q: 3 clusters Score -3216123 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -3216286.000000 Penalty: 3584.436035
	Iteration 25Q: 3 clusters Score -3216286 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -3216427.750000 Penalty: 3584.436035
	Iteration 26Q: 3 clusters Score -3216428 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -3216576.750000 Penalty: 3584.436035
	Iteration 27Q: 3 clusters Score -3216577 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -3216757.750000 Penalty: 3584.436035
	Iteration 28Q: 3 clusters Score -3216758 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -3217024.500000 Penalty: 3584.436035
	Iteration 29Q: 3 clusters Score -3217024 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -3217277.250000 Penalty: 3584.436035
	Iteration 30Q: 3 clusters Score -3217277 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -3217594.750000 Penalty: 3584.436035
	Iteration 31Q: 3 clusters Score -3217595 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -3217960.500000 Penalty: 3584.436035
	Iteration 32Q: 3 clusters Score -3217960 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -3218442.500000 Penalty: 3584.436035
	Iteration 33Q: 3 clusters Score -3218442 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -3218930.250000 Penalty: 3584.436035
	Iteration 34Q: 3 clusters Score -3218930 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -3219480.750000 Penalty: 3584.436035
	Iteration 35Q: 3 clusters Score -3219481 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -3220123.000000 Penalty: 3584.436035
	Iteration 36Q: 3 clusters Score -3220123 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -3220868.750000 Penalty: 3584.436035
	Iteration 37Q: 3 clusters Score -3220869 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -3221636.000000 Penalty: 3584.436035
	Iteration 38Q: 3 clusters Score -3221636 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -3222416.750000 Penalty: 3584.436035
	Iteration 39Q: 3 clusters Score -3222417 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -3223117.500000 Penalty: 3584.436035
	Iteration 40F: 3 clusters Score -3223118 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -3223803.250000 Penalty: 3584.436035
	Iteration 41Q: 3 clusters Score -3223803 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -3224449.500000 Penalty: 3584.436035
	Iteration 42Q: 3 clusters Score -3224450 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -3225001.000000 Penalty: 3584.436035
	Iteration 43Q: 3 clusters Score -3225001 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -3225487.250000 Penalty: 3584.436035
	Iteration 44Q: 3 clusters Score -3225487 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -3225857.750000 Penalty: 3584.436035
	Iteration 45Q: 3 clusters Score -3225858 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -3226135.750000 Penalty: 3584.436035
	Iteration 46Q: 3 clusters Score -3226136 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -3226338.000000 Penalty: 3584.436035
	Iteration 47Q: 3 clusters Score -3226338 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -3226468.500000 Penalty: 3584.436035
	Iteration 48Q: 3 clusters Score -3226468 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -3226545.750000 Penalty: 3584.436035
	Iteration 49Q: 3 clusters Score -3226546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -3226601.250000 Penalty: 3584.436035
	Iteration 50Q: 3 clusters Score -3226601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -3226643.250000 Penalty: 3584.436035
	Iteration 51Q: 3 clusters Score -3226643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -3226664.750000 Penalty: 3584.436035
	Iteration 52Q: 3 clusters Score -3226665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -3226686.000000 Penalty: 3584.436035
	Iteration 53Q: 3 clusters Score -3226686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -3226697.250000 Penalty: 3584.436035
	Iteration 54Q: 3 clusters Score -3226697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -3226702.750000 Penalty: 3584.436035
	Iteration 55Q: 3 clusters Score -3226703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -3226704.750000 Penalty: 3584.436035
	Iteration 56Q: 3 clusters Score -3226705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -3226707.750000 Penalty: 3584.436035
	Iteration 57Q: 3 clusters Score -3226708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -3226707.750000 Penalty: 3584.436035
	Iteration 58Q: 3 clusters Score -3226708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -3226709.500000 Penalty: 3584.436035
	Iteration 59Q: 3 clusters Score -3226710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -3226709.500000 Penalty: 3584.436035
	Iteration 60F: 3 clusters Score -3226710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -3226708.250000 Penalty: 3584.436035
	Iteration 61Q: 3 clusters Score -3226708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -3226712.750000 Penalty: 3584.436035
	Iteration 62Q: 3 clusters Score -3226713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -3226710.000000 Penalty: 3584.436035
	Iteration 63Q: 3 clusters Score -3226710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -3226708.250000 Penalty: 3584.436035
	Iteration 64Q: 3 clusters Score -3226708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -3226712.000000 Penalty: 3584.436035
	Iteration 65Q: 3 clusters Score -3226712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -3226712.000000 Penalty: 3584.436035
	Iteration 66Q: 3 clusters Score -3226712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -3226714.000000 Penalty: 3584.436035
	Iteration 67Q: 3 clusters Score -3226714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -3226712.500000 Penalty: 3584.436035
	Iteration 68Q: 3 clusters Score -3226712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -3226712.500000 Penalty: 3584.436035
	Iteration 69F: 3 clusters Score -3226712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Entering Unmasked Estep 
Score: -398471.906250 Penalty: 1450.321533
	Iteration 0F: 2 clusters Score -398471.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -392865.250000 Penalty: 2900.643066
	Iteration 0F: 3 clusters Score -392865.2 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -394540.312500 Penalty: 2900.643066
	Iteration 1F: 3 clusters Score -394540.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -394730.125000 Penalty: 2900.643066
	Iteration 2F: 3 clusters Score -394730.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -394883.531250 Penalty: 2900.643066
	Iteration 3Q: 3 clusters Score -394883.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -395027.968750 Penalty: 2900.643066
	Iteration 4Q: 3 clusters Score -395028 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -395154.625000 Penalty: 2900.643066
	Iteration 5Q: 3 clusters Score -395154.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -395284.593750 Penalty: 2900.643066
	Iteration 6Q: 3 clusters Score -395284.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -395441.843750 Penalty: 2900.643066
	Iteration 7Q: 3 clusters Score -395441.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -395621.968750 Penalty: 2900.643066
	Iteration 8Q: 3 clusters Score -395622 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -395864.781250 Penalty: 2900.643066
	Iteration 9Q: 3 clusters Score -395864.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -396141.437500 Penalty: 2900.643066
	Iteration 10Q: 3 clusters Score -396141.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -396394.875000 Penalty: 2900.643066
	Iteration 11Q: 3 clusters Score -396394.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -396611.062500 Penalty: 2900.643066
	Iteration 12Q: 3 clusters Score -396611.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -396794.125000 Penalty: 2900.643066
	Iteration 13Q: 3 clusters Score -396794.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -396938.812500 Penalty: 2900.643066
	Iteration 14Q: 3 clusters Score -396938.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -397032.468750 Penalty: 2900.643066
	Iteration 15Q: 3 clusters Score -397032.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -397111.312500 Penalty: 2900.643066
	Iteration 16Q: 3 clusters Score -397111.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -397160.593750 Penalty: 2900.643066
	Iteration 17Q: 3 clusters Score -397160.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -397186.250000 Penalty: 2900.643066
	Iteration 18Q: 3 clusters Score -397186.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -397211.656250 Penalty: 2900.643066
	Iteration 19Q: 3 clusters Score -397211.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -397233.312500 Penalty: 2900.643066
	Iteration 20F: 3 clusters Score -397233.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -397244.906250 Penalty: 2900.643066
	Iteration 21Q: 3 clusters Score -397244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -397252.812500 Penalty: 2900.643066
	Iteration 22Q: 3 clusters Score -397252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -397257.000000 Penalty: 2900.643066
	Iteration 23Q: 3 clusters Score -397257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -397263.968750 Penalty: 2900.643066
	Iteration 24Q: 3 clusters Score -397264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -397268.687500 Penalty: 2900.643066
	Iteration 25Q: 3 clusters Score -397268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -397268.656250 Penalty: 2900.643066
	Iteration 26Q: 3 clusters Score -397268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -397270.781250 Penalty: 2900.643066
	Iteration 27Q: 3 clusters Score -397270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -397275.468750 Penalty: 2900.643066
	Iteration 28Q: 3 clusters Score -397275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -397282.375000 Penalty: 2900.643066
	Iteration 29Q: 3 clusters Score -397282.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -397285.718750 Penalty: 2900.643066
	Iteration 30Q: 3 clusters Score -397285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -397288.406250 Penalty: 2900.643066
	Iteration 31Q: 3 clusters Score -397288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -397292.125000 Penalty: 2900.643066
	Iteration 32Q: 3 clusters Score -397292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -397293.812500 Penalty: 2900.643066
	Iteration 33Q: 3 clusters Score -397293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -397296.031250 Penalty: 2900.643066
	Iteration 34Q: 3 clusters Score -397296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -397296.093750 Penalty: 2900.643066
	Iteration 35Q: 3 clusters Score -397296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -397298.625000 Penalty: 2900.643066
	Iteration 36Q: 3 clusters Score -397298.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -397299.187500 Penalty: 2900.643066
	Iteration 37Q: 3 clusters Score -397299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -397299.812500 Penalty: 2900.643066
	Iteration 38Q: 3 clusters Score -397299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -397299.812500 Penalty: 2900.643066
	Iteration 39F: 3 clusters Score -397299.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Entering Unmasked Estep 
Score: -2529820.500000 Penalty: 1751.034424
	Iteration 0F: 2 clusters Score -2529820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2497792.250000 Penalty: 3502.068848
	Iteration 0F: 3 clusters Score -2497792 nChanged 22429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -2510204.500000 Penalty: 3502.068848
	Iteration 1F: 3 clusters Score -2510204 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -2510611.750000 Penalty: 3502.068848
	Iteration 2Q: 3 clusters Score -2510612 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -2511122.500000 Penalty: 3502.068848
	Iteration 3Q: 3 clusters Score -2511122 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -2511797.500000 Penalty: 3502.068848
	Iteration 4Q: 3 clusters Score -2511798 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -2512872.500000 Penalty: 3502.068848
	Iteration 5Q: 3 clusters Score -2512872 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -2514699.750000 Penalty: 3502.068848
	Iteration 6F: 3 clusters Score -2514700 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -2517477.500000 Penalty: 3502.068848
	Iteration 7F: 3 clusters Score -2517478 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -2521371.500000 Penalty: 3502.068848
	Iteration 8F: 3 clusters Score -2521372 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -2524993.500000 Penalty: 3502.068848
	Iteration 9F: 3 clusters Score -2524994 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -2527109.250000 Penalty: 3502.068848
	Iteration 10Q: 3 clusters Score -2527109 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -2527912.500000 Penalty: 3502.068848
	Iteration 11Q: 3 clusters Score -2527912 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -2528167.000000 Penalty: 3502.068848
	Iteration 12Q: 3 clusters Score -2528167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -2528237.250000 Penalty: 3502.068848
	Iteration 13Q: 3 clusters Score -2528237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -2528290.000000 Penalty: 3502.068848
	Iteration 14Q: 3 clusters Score -2528290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -2528319.750000 Penalty: 3502.068848
	Iteration 15Q: 3 clusters Score -2528320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -2528328.750000 Penalty: 3502.068848
	Iteration 16Q: 3 clusters Score -2528329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -2528332.750000 Penalty: 3502.068848
	Iteration 17Q: 3 clusters Score -2528333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -2528332.750000 Penalty: 3502.068848
	Iteration 18F: 3 clusters Score -2528333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94707 members 
Entering Unmasked Estep 
Score: -4900259.500000 Penalty: 1862.013184
	Iteration 0F: 2 clusters Score -4900260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -4836877.500000 Penalty: 3724.026367
	Iteration 0F: 3 clusters Score -4836878 nChanged 44995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -4862678.000000 Penalty: 3724.026367
	Iteration 1F: 3 clusters Score -4862678 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -4863350.500000 Penalty: 3724.026367
	Iteration 2Q: 3 clusters Score -4863350 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -4864076.000000 Penalty: 3724.026367
	Iteration 3Q: 3 clusters Score -4864076 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -4864960.000000 Penalty: 3724.026367
	Iteration 4Q: 3 clusters Score -4864960 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -4866441.000000 Penalty: 3724.026367
	Iteration 5Q: 3 clusters Score -4866441 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -4868854.000000 Penalty: 3724.026367
	Iteration 6Q: 3 clusters Score -4868854 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -4872813.000000 Penalty: 3724.026367
	Iteration 7F: 3 clusters Score -4872813 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -4878332.000000 Penalty: 3724.026367
	Iteration 8F: 3 clusters Score -4878332 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -4884068.500000 Penalty: 3724.026367
	Iteration 9F: 3 clusters Score -4884068 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -4888472.500000 Penalty: 3724.026367
	Iteration 10F: 3 clusters Score -4888472 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -4891356.500000 Penalty: 3724.026367
	Iteration 11Q: 3 clusters Score -4891356 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -4893206.000000 Penalty: 3724.026367
	Iteration 12Q: 3 clusters Score -4893206 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -4894543.500000 Penalty: 3724.026367
	Iteration 13Q: 3 clusters Score -4894544 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -4895591.500000 Penalty: 3724.026367
	Iteration 14Q: 3 clusters Score -4895592 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -4896468.000000 Penalty: 3724.026367
	Iteration 15Q: 3 clusters Score -4896468 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -4897027.500000 Penalty: 3724.026367
	Iteration 16Q: 3 clusters Score -4897028 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -4897426.500000 Penalty: 3724.026367
	Iteration 17Q: 3 clusters Score -4897426 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -4897734.500000 Penalty: 3724.026367
	Iteration 18Q: 3 clusters Score -4897734 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 92050 members 
Entering Unmasked Estep 
Score: -4897919.500000 Penalty: 3724.026367
	Iteration 19Q: 3 clusters Score -4897920 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -4898034.000000 Penalty: 3724.026367
	Iteration 20F: 3 clusters Score -4898034 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -4898144.000000 Penalty: 3724.026367
	Iteration 21Q: 3 clusters Score -4898144 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -4898230.000000 Penalty: 3724.026367
	Iteration 22Q: 3 clusters Score -4898230 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 92940 members 
Entering Unmasked Estep 
Score: -4898307.500000 Penalty: 3724.026367
	Iteration 23Q: 3 clusters Score -4898308 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -4898351.000000 Penalty: 3724.026367
	Iteration 24Q: 3 clusters Score -4898351 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -4898387.500000 Penalty: 3724.026367
	Iteration 25Q: 3 clusters Score -4898388 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
Score: -4898437.500000 Penalty: 3724.026367
	Iteration 26Q: 3 clusters Score -4898438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 93422 members 
Entering Unmasked Estep 
Score: -4898484.500000 Penalty: 3724.026367
	Iteration 27Q: 3 clusters Score -4898484 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -4898529.000000 Penalty: 3724.026367
	Iteration 28Q: 3 clusters Score -4898529 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
Score: -4898567.500000 Penalty: 3724.026367
	Iteration 29Q: 3 clusters Score -4898568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 93643 members 
Entering Unmasked Estep 
Score: -4898599.000000 Penalty: 3724.026367
	Iteration 30Q: 3 clusters Score -4898599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -4898614.500000 Penalty: 3724.026367
	Iteration 31Q: 3 clusters Score -4898614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -4898623.500000 Penalty: 3724.026367
	Iteration 32Q: 3 clusters Score -4898624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -4898638.500000 Penalty: 3724.026367
	Iteration 33Q: 3 clusters Score -4898638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 93780 members 
Entering Unmasked Estep 
Score: -4898645.000000 Penalty: 3724.026367
	Iteration 34Q: 3 clusters Score -4898645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -4898666.500000 Penalty: 3724.026367
	Iteration 35Q: 3 clusters Score -4898666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -4898674.500000 Penalty: 3724.026367
	Iteration 36Q: 3 clusters Score -4898674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 93874 members 
Entering Unmasked Estep 
Score: -4898686.000000 Penalty: 3724.026367
	Iteration 37Q: 3 clusters Score -4898686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 93895 members 
Entering Unmasked Estep 
Score: -4898691.500000 Penalty: 3724.026367
	Iteration 38Q: 3 clusters Score -4898692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 93908 members 
Entering Unmasked Estep 
Score: -4898695.000000 Penalty: 3724.026367
	Iteration 39Q: 3 clusters Score -4898695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -4898699.000000 Penalty: 3724.026367
	Iteration 40F: 3 clusters Score -4898699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -4898704.500000 Penalty: 3724.026367
	Iteration 41Q: 3 clusters Score -4898704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -4898707.000000 Penalty: 3724.026367
	Iteration 42Q: 3 clusters Score -4898707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -4898710.000000 Penalty: 3724.026367
	Iteration 43Q: 3 clusters Score -4898710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 93947 members 
Entering Unmasked Estep 
Score: -4898716.500000 Penalty: 3724.026367
	Iteration 44Q: 3 clusters Score -4898716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -4898715.500000 Penalty: 3724.026367
	Iteration 45Q: 3 clusters Score -4898716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -4898716.500000 Penalty: 3724.026367
	Iteration 46Q: 3 clusters Score -4898716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -4898720.500000 Penalty: 3724.026367
	Iteration 47Q: 3 clusters Score -4898720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -4898720.500000 Penalty: 3724.026367
	Iteration 48F: 3 clusters Score -4898720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Entering Unmasked Estep 
Score: -1406584.250000 Penalty: 1656.243774
	Iteration 0F: 2 clusters Score -1406584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1388697.125000 Penalty: 3312.487549
	Iteration 0F: 3 clusters Score -1388697 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1395663.875000 Penalty: 3312.487549
	Iteration 1F: 3 clusters Score -1395664 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1396217.375000 Penalty: 3312.487549
	Iteration 2F: 3 clusters Score -1396217 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1396825.625000 Penalty: 3312.487549
	Iteration 3F: 3 clusters Score -1396826 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1397592.125000 Penalty: 3312.487549
	Iteration 4F: 3 clusters Score -1397592 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1398577.750000 Penalty: 3312.487549
	Iteration 5F: 3 clusters Score -1398578 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1399915.125000 Penalty: 3312.487549
	Iteration 6F: 3 clusters Score -1399915 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1401271.875000 Penalty: 3312.487549
	Iteration 7F: 3 clusters Score -1401272 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1402185.000000 Penalty: 3312.487549
	Iteration 8Q: 3 clusters Score -1402185 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -1402616.625000 Penalty: 3312.487549
	Iteration 9Q: 3 clusters Score -1402617 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -1402832.875000 Penalty: 3312.487549
	Iteration 10Q: 3 clusters Score -1402833 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -1402997.375000 Penalty: 3312.487549
	Iteration 11Q: 3 clusters Score -1402997 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1403161.750000 Penalty: 3312.487549
	Iteration 12Q: 3 clusters Score -1403162 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -1403297.375000 Penalty: 3312.487549
	Iteration 13Q: 3 clusters Score -1403297 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -1403410.500000 Penalty: 3312.487549
	Iteration 14Q: 3 clusters Score -1403410 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -1403521.750000 Penalty: 3312.487549
	Iteration 15Q: 3 clusters Score -1403522 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -1403617.750000 Penalty: 3312.487549
	Iteration 16Q: 3 clusters Score -1403618 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -1403694.375000 Penalty: 3312.487549
	Iteration 17Q: 3 clusters Score -1403694 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -1403772.625000 Penalty: 3312.487549
	Iteration 18Q: 3 clusters Score -1403773 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -1403850.250000 Penalty: 3312.487549
	Iteration 19Q: 3 clusters Score -1403850 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -1403916.250000 Penalty: 3312.487549
	Iteration 20F: 3 clusters Score -1403916 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -1403967.500000 Penalty: 3312.487549
	Iteration 21Q: 3 clusters Score -1403968 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -1404038.000000 Penalty: 3312.487549
	Iteration 22Q: 3 clusters Score -1404038 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -1404104.000000 Penalty: 3312.487549
	Iteration 23Q: 3 clusters Score -1404104 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -1404172.125000 Penalty: 3312.487549
	Iteration 24Q: 3 clusters Score -1404172 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -1404235.875000 Penalty: 3312.487549
	Iteration 25Q: 3 clusters Score -1404236 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -1404311.875000 Penalty: 3312.487549
	Iteration 26Q: 3 clusters Score -1404312 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -1404375.750000 Penalty: 3312.487549
	Iteration 27Q: 3 clusters Score -1404376 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -1404430.250000 Penalty: 3312.487549
	Iteration 28Q: 3 clusters Score -1404430 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -1404486.125000 Penalty: 3312.487549
	Iteration 29Q: 3 clusters Score -1404486 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -1404544.500000 Penalty: 3312.487549
	Iteration 30Q: 3 clusters Score -1404544 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -1404595.875000 Penalty: 3312.487549
	Iteration 31Q: 3 clusters Score -1404596 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -1404653.250000 Penalty: 3312.487549
	Iteration 32Q: 3 clusters Score -1404653 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -1404706.000000 Penalty: 3312.487549
	Iteration 33Q: 3 clusters Score -1404706 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -1404749.000000 Penalty: 3312.487549
	Iteration 34Q: 3 clusters Score -1404749 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -1404784.750000 Penalty: 3312.487549
	Iteration 35Q: 3 clusters Score -1404785 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -1404815.875000 Penalty: 3312.487549
	Iteration 36Q: 3 clusters Score -1404816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -1404854.375000 Penalty: 3312.487549
	Iteration 37Q: 3 clusters Score -1404854 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -1404884.250000 Penalty: 3312.487549
	Iteration 38Q: 3 clusters Score -1404884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -1404901.625000 Penalty: 3312.487549
	Iteration 39Q: 3 clusters Score -1404902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -1404927.375000 Penalty: 3312.487549
	Iteration 40F: 3 clusters Score -1404927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -1404945.250000 Penalty: 3312.487549
	Iteration 41Q: 3 clusters Score -1404945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -1404960.375000 Penalty: 3312.487549
	Iteration 42Q: 3 clusters Score -1404960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -1404980.125000 Penalty: 3312.487549
	Iteration 43Q: 3 clusters Score -1404980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -1404985.250000 Penalty: 3312.487549
	Iteration 44Q: 3 clusters Score -1404985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -1404996.375000 Penalty: 3312.487549
	Iteration 45Q: 3 clusters Score -1404996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -1405007.000000 Penalty: 3312.487549
	Iteration 46Q: 3 clusters Score -1405007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -1405018.875000 Penalty: 3312.487549
	Iteration 47Q: 3 clusters Score -1405019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -1405031.625000 Penalty: 3312.487549
	Iteration 48Q: 3 clusters Score -1405032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -1405039.000000 Penalty: 3312.487549
	Iteration 49Q: 3 clusters Score -1405039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -1405042.250000 Penalty: 3312.487549
	Iteration 50Q: 3 clusters Score -1405042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -1405045.375000 Penalty: 3312.487549
	Iteration 51Q: 3 clusters Score -1405045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -1405054.375000 Penalty: 3312.487549
	Iteration 52Q: 3 clusters Score -1405054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -1405059.125000 Penalty: 3312.487549
	Iteration 53Q: 3 clusters Score -1405059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -1405063.125000 Penalty: 3312.487549
	Iteration 54Q: 3 clusters Score -1405063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -1405066.250000 Penalty: 3312.487549
	Iteration 55Q: 3 clusters Score -1405066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -1405068.625000 Penalty: 3312.487549
	Iteration 56Q: 3 clusters Score -1405069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -1405071.875000 Penalty: 3312.487549
	Iteration 57Q: 3 clusters Score -1405072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -1405071.875000 Penalty: 3312.487549
	Iteration 58Q: 3 clusters Score -1405072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -1405072.750000 Penalty: 3312.487549
	Iteration 59Q: 3 clusters Score -1405073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -1405076.500000 Penalty: 3312.487549
	Iteration 60F: 3 clusters Score -1405076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -1405080.250000 Penalty: 3312.487549
	Iteration 61Q: 3 clusters Score -1405080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -1405081.375000 Penalty: 3312.487549
	Iteration 62Q: 3 clusters Score -1405081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -1405084.250000 Penalty: 3312.487549
	Iteration 63Q: 3 clusters Score -1405084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -1405085.875000 Penalty: 3312.487549
	Iteration 64Q: 3 clusters Score -1405086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -1405085.500000 Penalty: 3312.487549
	Iteration 65Q: 3 clusters Score -1405086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -1405088.875000 Penalty: 3312.487549
	Iteration 66Q: 3 clusters Score -1405089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -1405086.625000 Penalty: 3312.487549
	Iteration 67Q: 3 clusters Score -1405087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -1405088.375000 Penalty: 3312.487549
	Iteration 68Q: 3 clusters Score -1405088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -1405088.375000 Penalty: 3312.487549
	Iteration 69F: 3 clusters Score -1405088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Entering Unmasked Estep 
Score: -1294023.000000 Penalty: 1643.437988
	Iteration 0F: 2 clusters Score -1294023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1277357.500000 Penalty: 3286.875977
	Iteration 0F: 3 clusters Score -1277358 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1283577.750000 Penalty: 3286.875977
	Iteration 1F: 3 clusters Score -1283578 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1284012.375000 Penalty: 3286.875977
	Iteration 2Q: 3 clusters Score -1284012 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1284458.500000 Penalty: 3286.875977
	Iteration 3Q: 3 clusters Score -1284458 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1284898.500000 Penalty: 3286.875977
	Iteration 4Q: 3 clusters Score -1284898 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1285360.000000 Penalty: 3286.875977
	Iteration 5Q: 3 clusters Score -1285360 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1285833.875000 Penalty: 3286.875977
	Iteration 6Q: 3 clusters Score -1285834 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1286454.875000 Penalty: 3286.875977
	Iteration 7Q: 3 clusters Score -1286455 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1287207.750000 Penalty: 3286.875977
	Iteration 8F: 3 clusters Score -1287208 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -1288165.625000 Penalty: 3286.875977
	Iteration 9F: 3 clusters Score -1288166 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1289304.000000 Penalty: 3286.875977
	Iteration 10F: 3 clusters Score -1289304 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -1290399.500000 Penalty: 3286.875977
	Iteration 11F: 3 clusters Score -1290400 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -1291317.875000 Penalty: 3286.875977
	Iteration 12Q: 3 clusters Score -1291318 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -1291886.000000 Penalty: 3286.875977
	Iteration 13Q: 3 clusters Score -1291886 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -1292207.375000 Penalty: 3286.875977
	Iteration 14Q: 3 clusters Score -1292207 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -1292385.750000 Penalty: 3286.875977
	Iteration 15Q: 3 clusters Score -1292386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -1292484.375000 Penalty: 3286.875977
	Iteration 16Q: 3 clusters Score -1292484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -1292542.000000 Penalty: 3286.875977
	Iteration 17Q: 3 clusters Score -1292542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -1292575.375000 Penalty: 3286.875977
	Iteration 18Q: 3 clusters Score -1292575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -1292594.125000 Penalty: 3286.875977
	Iteration 19Q: 3 clusters Score -1292594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -1292605.000000 Penalty: 3286.875977
	Iteration 20F: 3 clusters Score -1292605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -1292615.125000 Penalty: 3286.875977
	Iteration 21Q: 3 clusters Score -1292615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -1292628.500000 Penalty: 3286.875977
	Iteration 22Q: 3 clusters Score -1292628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -1292636.000000 Penalty: 3286.875977
	Iteration 23Q: 3 clusters Score -1292636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -1292646.000000 Penalty: 3286.875977
	Iteration 24Q: 3 clusters Score -1292646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -1292652.625000 Penalty: 3286.875977
	Iteration 25Q: 3 clusters Score -1292653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -1292656.625000 Penalty: 3286.875977
	Iteration 26Q: 3 clusters Score -1292657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -1292656.375000 Penalty: 3286.875977
	Iteration 27Q: 3 clusters Score -1292656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -1292656.375000 Penalty: 3286.875977
	Iteration 28F: 3 clusters Score -1292656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Entering Unmasked Estep 
Score: -170123.437500 Penalty: 1313.641113
	Iteration 0F: 2 clusters Score -170123.4 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 1632 members 
Entering Unmasked Estep 
Score: -167277.750000 Penalty: 2627.282227
	Iteration 0F: 3 clusters Score -167277.8 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -167965.312500 Penalty: 2627.282227
	Iteration 1F: 3 clusters Score -167965.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -168089.421875 Penalty: 2627.282227
	Iteration 2F: 3 clusters Score -168089.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -168178.640625 Penalty: 2627.282227
	Iteration 3Q: 3 clusters Score -168178.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -168241.312500 Penalty: 2627.282227
	Iteration 4Q: 3 clusters Score -168241.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -168284.546875 Penalty: 2627.282227
	Iteration 5Q: 3 clusters Score -168284.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -168318.468750 Penalty: 2627.282227
	Iteration 6Q: 3 clusters Score -168318.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -168346.203125 Penalty: 2627.282227
	Iteration 7Q: 3 clusters Score -168346.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -168371.421875 Penalty: 2627.282227
	Iteration 8Q: 3 clusters Score -168371.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -168387.656250 Penalty: 2627.282227
	Iteration 9Q: 3 clusters Score -168387.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -168404.953125 Penalty: 2627.282227
	Iteration 10Q: 3 clusters Score -168405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -168420.234375 Penalty: 2627.282227
	Iteration 11Q: 3 clusters Score -168420.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -168431.015625 Penalty: 2627.282227
	Iteration 12Q: 3 clusters Score -168431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -168442.671875 Penalty: 2627.282227
	Iteration 13Q: 3 clusters Score -168442.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -168452.265625 Penalty: 2627.282227
	Iteration 14Q: 3 clusters Score -168452.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -168460.718750 Penalty: 2627.282227
	Iteration 15Q: 3 clusters Score -168460.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -168471.156250 Penalty: 2627.282227
	Iteration 16Q: 3 clusters Score -168471.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -168482.078125 Penalty: 2627.282227
	Iteration 17Q: 3 clusters Score -168482.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -168490.765625 Penalty: 2627.282227
	Iteration 18Q: 3 clusters Score -168490.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -168499.250000 Penalty: 2627.282227
	Iteration 19Q: 3 clusters Score -168499.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -168509.921875 Penalty: 2627.282227
	Iteration 20F: 3 clusters Score -168509.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -168519.562500 Penalty: 2627.282227
	Iteration 21Q: 3 clusters Score -168519.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -168527.968750 Penalty: 2627.282227
	Iteration 22Q: 3 clusters Score -168528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -168536.796875 Penalty: 2627.282227
	Iteration 23Q: 3 clusters Score -168536.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -168545.562500 Penalty: 2627.282227
	Iteration 24Q: 3 clusters Score -168545.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -168553.281250 Penalty: 2627.282227
	Iteration 25Q: 3 clusters Score -168553.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -168560.343750 Penalty: 2627.282227
	Iteration 26Q: 3 clusters Score -168560.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -168567.296875 Penalty: 2627.282227
	Iteration 27Q: 3 clusters Score -168567.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -168577.578125 Penalty: 2627.282227
	Iteration 28Q: 3 clusters Score -168577.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -168586.171875 Penalty: 2627.282227
	Iteration 29Q: 3 clusters Score -168586.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -168601.140625 Penalty: 2627.282227
	Iteration 30Q: 3 clusters Score -168601.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -168618.203125 Penalty: 2627.282227
	Iteration 31Q: 3 clusters Score -168618.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -168631.765625 Penalty: 2627.282227
	Iteration 32Q: 3 clusters Score -168631.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -168643.390625 Penalty: 2627.282227
	Iteration 33Q: 3 clusters Score -168643.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -168655.531250 Penalty: 2627.282227
	Iteration 34Q: 3 clusters Score -168655.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -168669.515625 Penalty: 2627.282227
	Iteration 35Q: 3 clusters Score -168669.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -168678.531250 Penalty: 2627.282227
	Iteration 36Q: 3 clusters Score -168678.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -168693.937500 Penalty: 2627.282227
	Iteration 37Q: 3 clusters Score -168693.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -168710.625000 Penalty: 2627.282227
	Iteration 38Q: 3 clusters Score -168710.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -168729.140625 Penalty: 2627.282227
	Iteration 39Q: 3 clusters Score -168729.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -168746.812500 Penalty: 2627.282227
	Iteration 40F: 3 clusters Score -168746.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -168768.781250 Penalty: 2627.282227
	Iteration 41Q: 3 clusters Score -168768.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -168786.390625 Penalty: 2627.282227
	Iteration 42Q: 3 clusters Score -168786.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -168795.359375 Penalty: 2627.282227
	Iteration 43Q: 3 clusters Score -168795.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -168804.296875 Penalty: 2627.282227
	Iteration 44Q: 3 clusters Score -168804.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -168811.953125 Penalty: 2627.282227
	Iteration 45Q: 3 clusters Score -168812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -168821.093750 Penalty: 2627.282227
	Iteration 46Q: 3 clusters Score -168821.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -168831.140625 Penalty: 2627.282227
	Iteration 47Q: 3 clusters Score -168831.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -168845.078125 Penalty: 2627.282227
	Iteration 48Q: 3 clusters Score -168845.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -168858.609375 Penalty: 2627.282227
	Iteration 49Q: 3 clusters Score -168858.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -168868.406250 Penalty: 2627.282227
	Iteration 50Q: 3 clusters Score -168868.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -168876.500000 Penalty: 2627.282227
	Iteration 51Q: 3 clusters Score -168876.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -168885.234375 Penalty: 2627.282227
	Iteration 52Q: 3 clusters Score -168885.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -168890.687500 Penalty: 2627.282227
	Iteration 53Q: 3 clusters Score -168890.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -168893.703125 Penalty: 2627.282227
	Iteration 54Q: 3 clusters Score -168893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -168897.000000 Penalty: 2627.282227
	Iteration 55Q: 3 clusters Score -168897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -168900.968750 Penalty: 2627.282227
	Iteration 56Q: 3 clusters Score -168901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -168905.578125 Penalty: 2627.282227
	Iteration 57Q: 3 clusters Score -168905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -168909.906250 Penalty: 2627.282227
	Iteration 58Q: 3 clusters Score -168909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -168914.015625 Penalty: 2627.282227
	Iteration 59Q: 3 clusters Score -168914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -168917.687500 Penalty: 2627.282227
	Iteration 60F: 3 clusters Score -168917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -168920.671875 Penalty: 2627.282227
	Iteration 61Q: 3 clusters Score -168920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -168920.671875 Penalty: 2627.282227
	Iteration 62F: 3 clusters Score -168920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Entering Unmasked Estep 
Score: -990472.687500 Penalty: 1597.489014
	Iteration 0F: 2 clusters Score -990472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -977731.500000 Penalty: 3194.978027
	Iteration 0F: 3 clusters Score -977731.5 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -982444.375000 Penalty: 3194.978027
	Iteration 1F: 3 clusters Score -982444.4 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -982778.000000 Penalty: 3194.978027
	Iteration 2Q: 3 clusters Score -982778 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -983058.812500 Penalty: 3194.978027
	Iteration 3Q: 3 clusters Score -983058.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -983325.562500 Penalty: 3194.978027
	Iteration 4Q: 3 clusters Score -983325.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -983664.187500 Penalty: 3194.978027
	Iteration 5Q: 3 clusters Score -983664.2 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -984158.187500 Penalty: 3194.978027
	Iteration 6Q: 3 clusters Score -984158.2 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -984808.812500 Penalty: 3194.978027
	Iteration 7F: 3 clusters Score -984808.8 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -985577.750000 Penalty: 3194.978027
	Iteration 8F: 3 clusters Score -985577.8 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -986437.625000 Penalty: 3194.978027
	Iteration 9F: 3 clusters Score -986437.6 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -987125.875000 Penalty: 3194.978027
	Iteration 10Q: 3 clusters Score -987125.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -987648.875000 Penalty: 3194.978027
	Iteration 11Q: 3 clusters Score -987648.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -987983.812500 Penalty: 3194.978027
	Iteration 12Q: 3 clusters Score -987983.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -988196.562500 Penalty: 3194.978027
	Iteration 13Q: 3 clusters Score -988196.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -988334.125000 Penalty: 3194.978027
	Iteration 14Q: 3 clusters Score -988334.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -988442.000000 Penalty: 3194.978027
	Iteration 15Q: 3 clusters Score -988442 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -988524.750000 Penalty: 3194.978027
	Iteration 16Q: 3 clusters Score -988524.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -988590.500000 Penalty: 3194.978027
	Iteration 17Q: 3 clusters Score -988590.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -988650.937500 Penalty: 3194.978027
	Iteration 18Q: 3 clusters Score -988650.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -988702.812500 Penalty: 3194.978027
	Iteration 19Q: 3 clusters Score -988702.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -988765.500000 Penalty: 3194.978027
	Iteration 20F: 3 clusters Score -988765.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -988818.437500 Penalty: 3194.978027
	Iteration 21Q: 3 clusters Score -988818.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -988862.375000 Penalty: 3194.978027
	Iteration 22Q: 3 clusters Score -988862.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -988909.562500 Penalty: 3194.978027
	Iteration 23Q: 3 clusters Score -988909.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -988958.000000 Penalty: 3194.978027
	Iteration 24Q: 3 clusters Score -988958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -989001.687500 Penalty: 3194.978027
	Iteration 25Q: 3 clusters Score -989001.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -989030.250000 Penalty: 3194.978027
	Iteration 26Q: 3 clusters Score -989030.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -989051.500000 Penalty: 3194.978027
	Iteration 27Q: 3 clusters Score -989051.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -989072.750000 Penalty: 3194.978027
	Iteration 28Q: 3 clusters Score -989072.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -989085.375000 Penalty: 3194.978027
	Iteration 29Q: 3 clusters Score -989085.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -989099.375000 Penalty: 3194.978027
	Iteration 30Q: 3 clusters Score -989099.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -989111.312500 Penalty: 3194.978027
	Iteration 31Q: 3 clusters Score -989111.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -989118.812500 Penalty: 3194.978027
	Iteration 32Q: 3 clusters Score -989118.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -989127.375000 Penalty: 3194.978027
	Iteration 33Q: 3 clusters Score -989127.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -989135.312500 Penalty: 3194.978027
	Iteration 34Q: 3 clusters Score -989135.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -989140.687500 Penalty: 3194.978027
	Iteration 35Q: 3 clusters Score -989140.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -989144.937500 Penalty: 3194.978027
	Iteration 36Q: 3 clusters Score -989144.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -989149.625000 Penalty: 3194.978027
	Iteration 37Q: 3 clusters Score -989149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -989150.250000 Penalty: 3194.978027
	Iteration 38Q: 3 clusters Score -989150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -989151.250000 Penalty: 3194.978027
	Iteration 39Q: 3 clusters Score -989151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -989152.875000 Penalty: 3194.978027
	Iteration 40F: 3 clusters Score -989152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -989152.500000 Penalty: 3194.978027
	Iteration 41Q: 3 clusters Score -989152.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -989157.250000 Penalty: 3194.978027
	Iteration 42Q: 3 clusters Score -989157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -989161.000000 Penalty: 3194.978027
	Iteration 43Q: 3 clusters Score -989161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -989164.937500 Penalty: 3194.978027
	Iteration 44Q: 3 clusters Score -989164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -989166.500000 Penalty: 3194.978027
	Iteration 45Q: 3 clusters Score -989166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -989167.687500 Penalty: 3194.978027
	Iteration 46Q: 3 clusters Score -989167.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -989167.625000 Penalty: 3194.978027
	Iteration 47Q: 3 clusters Score -989167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -989166.937500 Penalty: 3194.978027
	Iteration 48Q: 3 clusters Score -989166.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -989168.937500 Penalty: 3194.978027
	Iteration 49Q: 3 clusters Score -989168.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -989171.437500 Penalty: 3194.978027
	Iteration 50Q: 3 clusters Score -989171.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -989170.687500 Penalty: 3194.978027
	Iteration 51Q: 3 clusters Score -989170.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -989171.875000 Penalty: 3194.978027
	Iteration 52Q: 3 clusters Score -989171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -989171.875000 Penalty: 3194.978027
	Iteration 53F: 3 clusters Score -989171.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -513955.125000 Penalty: 1505.949463
	Iteration 0F: 2 clusters Score -513955.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -506318.031250 Penalty: 3011.898926
	Iteration 0F: 3 clusters Score -506318 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -508925.375000 Penalty: 3011.898926
	Iteration 1F: 3 clusters Score -508925.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -509351.343750 Penalty: 3011.898926
	Iteration 2F: 3 clusters Score -509351.3 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -510217.562500 Penalty: 3011.898926
	Iteration 3F: 3 clusters Score -510217.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -511543.218750 Penalty: 3011.898926
	Iteration 4F: 3 clusters Score -511543.2 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -512959.375000 Penalty: 3011.898926
	Iteration 5F: 3 clusters Score -512959.4 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -513940.718750 Penalty: 3011.898926
	Iteration 6F: 3 clusters Score -513940.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -514360.687500 Penalty: 3011.898926
	Iteration 7F: 3 clusters Score -514360.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -514492.968750 Penalty: 3011.898926
	Iteration 8Q: 3 clusters Score -514493 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -514535.656250 Penalty: 3011.898926
	Iteration 9Q: 3 clusters Score -514535.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -514552.625000 Penalty: 3011.898926
	Iteration 10Q: 3 clusters Score -514552.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -514559.906250 Penalty: 3011.898926
	Iteration 11Q: 3 clusters Score -514559.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -514563.593750 Penalty: 3011.898926
	Iteration 12Q: 3 clusters Score -514563.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -514566.718750 Penalty: 3011.898926
	Iteration 13Q: 3 clusters Score -514566.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -514569.937500 Penalty: 3011.898926
	Iteration 14Q: 3 clusters Score -514569.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -514569.500000 Penalty: 3011.898926
	Iteration 15Q: 3 clusters Score -514569.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -514569.312500 Penalty: 3011.898926
	Iteration 16Q: 3 clusters Score -514569.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -514570.562500 Penalty: 3011.898926
	Iteration 17Q: 3 clusters Score -514570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -514570.625000 Penalty: 3011.898926
	Iteration 18Q: 3 clusters Score -514570.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -514571.562500 Penalty: 3011.898926
	Iteration 19Q: 3 clusters Score -514571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -514571.406250 Penalty: 3011.898926
	Iteration 20F: 3 clusters Score -514571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -514572.312500 Penalty: 3011.898926
	Iteration 21Q: 3 clusters Score -514572.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -514572.531250 Penalty: 3011.898926
	Iteration 22Q: 3 clusters Score -514572.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -514573.062500 Penalty: 3011.898926
	Iteration 23Q: 3 clusters Score -514573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -514573.875000 Penalty: 3011.898926
	Iteration 24Q: 3 clusters Score -514573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -514573.781250 Penalty: 3011.898926
	Iteration 25Q: 3 clusters Score -514573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -514574.281250 Penalty: 3011.898926
	Iteration 26Q: 3 clusters Score -514574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -514574.656250 Penalty: 3011.898926
	Iteration 27Q: 3 clusters Score -514574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -514574.656250 Penalty: 3011.898926
	Iteration 28F: 3 clusters Score -514574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 5 contains 102729 members 
Mstep: Class 7 contains 61638 members 
Mstep: Class 8 contains 7518 members 
Mstep: Class 9 contains 47839 members 
Mstep: Class 10 contains 94707 members 
Mstep: Class 13 contains 26696 members 
Mstep: Class 14 contains 24673 members 
Mstep: Class 15 contains 3242 members 
Mstep: Class 18 contains 18596 members 
Mstep: Class 19 contains 8397 members 
Mstep: Class 20 contains 2241 members 
Entering Unmasked Estep 
Score: -20832118.000000 Penalty: 27336.611328
Splitting cluster 19 changes total score from -20832162.000000 to -20832118.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -117883.546875 Penalty: 1253.635010
	Iteration 0F: 2 clusters Score -117883.5 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 1082 members 
Entering Unmasked Estep 
Score: -115625.804688 Penalty: 2507.270020
	Iteration 0F: 3 clusters Score -115625.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -116139.929688 Penalty: 2507.270020
	Iteration 1F: 3 clusters Score -116139.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -116277.562500 Penalty: 2507.270020
	Iteration 2F: 3 clusters Score -116277.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -116362.312500 Penalty: 2507.270020
	Iteration 3F: 3 clusters Score -116362.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -116406.835938 Penalty: 2507.270020
	Iteration 4Q: 3 clusters Score -116406.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -116433.156250 Penalty: 2507.270020
	Iteration 5Q: 3 clusters Score -116433.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -116459.578125 Penalty: 2507.270020
	Iteration 6Q: 3 clusters Score -116459.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -116476.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -116495.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -116507.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -116515.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -116519.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -116525.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -116530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -116534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -116538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -116543.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -116546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -116548.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -116551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -116554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -116558.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -116561.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -116563.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -116564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -116566.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -116571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -116574.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -116577.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -116578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -116579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -116579.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
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	Iteration 32F: 3 clusters Score -116579.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 5 contains 102729 members 
Mstep: Class 7 contains 61638 members 
Mstep: Class 8 contains 7518 members 
Mstep: Class 9 contains 47839 members 
Mstep: Class 10 contains 94707 members 
Mstep: Class 13 contains 26696 members 
Mstep: Class 14 contains 24673 members 
Mstep: Class 15 contains 3242 members 
Mstep: Class 18 contains 18596 members 
Mstep: Class 19 contains 10587 members 
Mstep: Class 20 contains 2241 members 
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Iteration 119Q: 13 clusters Score -2.083214e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 5 contains 102967 members 
Mstep: Class 7 contains 61595 members 
Mstep: Class 8 contains 7502 members 
Mstep: Class 9 contains 47812 members 
Mstep: Class 10 contains 94605 members 
Mstep: Class 13 contains 26683 members 
Mstep: Class 14 contains 24638 members 
Mstep: Class 15 contains 3202 members 
Mstep: Class 18 contains 18644 members 
Mstep: Class 19 contains 10575 members 
Mstep: Class 20 contains 2245 members 
Entering Unmasked Estep 
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Iteration 120F: 13 clusters Score -2.083213e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 5 contains 103229 members 
Mstep: Class 7 contains 61566 members 
Mstep: Class 8 contains 7480 members 
Mstep: Class 9 contains 47778 members 
Mstep: Class 10 contains 94521 members 
Mstep: Class 13 contains 26672 members 
Mstep: Class 14 contains 24593 members 
Mstep: Class 15 contains 3156 members 
Mstep: Class 18 contains 18671 members 
Mstep: Class 19 contains 10563 members 
Mstep: Class 20 contains 2246 members 
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Iteration 121Q: 13 clusters Score -2.083218e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 5 contains 103497 members 
Mstep: Class 7 contains 61528 members 
Mstep: Class 8 contains 7465 members 
Mstep: Class 9 contains 47753 members 
Mstep: Class 10 contains 94428 members 
Mstep: Class 13 contains 26656 members 
Mstep: Class 14 contains 24552 members 
Mstep: Class 15 contains 3106 members 
Mstep: Class 18 contains 18699 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 2250 members 
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Iteration 122Q: 13 clusters Score -2.083219e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 5 contains 103780 members 
Mstep: Class 7 contains 61487 members 
Mstep: Class 8 contains 7454 members 
Mstep: Class 9 contains 47723 members 
Mstep: Class 10 contains 94345 members 
Mstep: Class 13 contains 26652 members 
Mstep: Class 14 contains 24508 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 18 contains 18707 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 2249 members 
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Iteration 123Q: 13 clusters Score -2.083224e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 5 contains 104040 members 
Mstep: Class 7 contains 61455 members 
Mstep: Class 8 contains 7443 members 
Mstep: Class 9 contains 47695 members 
Mstep: Class 10 contains 94264 members 
Mstep: Class 13 contains 26649 members 
Mstep: Class 14 contains 24467 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 18 contains 18713 members 
Mstep: Class 19 contains 10531 members 
Mstep: Class 20 contains 2249 members 
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Iteration 124Q: 13 clusters Score -2.083224e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 5 contains 104272 members 
Mstep: Class 7 contains 61420 members 
Mstep: Class 8 contains 7434 members 
Mstep: Class 9 contains 47680 members 
Mstep: Class 10 contains 94186 members 
Mstep: Class 13 contains 26648 members 
Mstep: Class 14 contains 24425 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 18 contains 18718 members 
Mstep: Class 19 contains 10519 members 
Mstep: Class 20 contains 2255 members 
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Iteration 125Q: 13 clusters Score -2.083228e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 5 contains 104461 members 
Mstep: Class 7 contains 61389 members 
Mstep: Class 8 contains 7428 members 
Mstep: Class 9 contains 47664 members 
Mstep: Class 10 contains 94125 members 
Mstep: Class 13 contains 26643 members 
Mstep: Class 14 contains 24393 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 18 contains 18722 members 
Mstep: Class 19 contains 10510 members 
Mstep: Class 20 contains 2256 members 
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Iteration 126Q: 13 clusters Score -2.083232e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 5 contains 104641 members 
Mstep: Class 7 contains 61364 members 
Mstep: Class 8 contains 7419 members 
Mstep: Class 9 contains 47656 members 
Mstep: Class 10 contains 94060 members 
Mstep: Class 13 contains 26639 members 
Mstep: Class 14 contains 24366 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 18 contains 18720 members 
Mstep: Class 19 contains 10501 members 
Mstep: Class 20 contains 2257 members 
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Iteration 127Q: 13 clusters Score -2.083232e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 5 contains 104811 members 
Mstep: Class 7 contains 61337 members 
Mstep: Class 8 contains 7410 members 
Mstep: Class 9 contains 47655 members 
Mstep: Class 10 contains 93994 members 
Mstep: Class 13 contains 26631 members 
Mstep: Class 14 contains 24350 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 18 contains 18716 members 
Mstep: Class 19 contains 10494 members 
Mstep: Class 20 contains 2258 members 
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Iteration 128Q: 13 clusters Score -2.083227e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 5 contains 104992 members 
Mstep: Class 7 contains 61305 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 47646 members 
Mstep: Class 10 contains 93931 members 
Mstep: Class 13 contains 26622 members 
Mstep: Class 14 contains 24324 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 18 contains 18713 members 
Mstep: Class 19 contains 10489 members 
Mstep: Class 20 contains 2262 members 
Entering Unmasked Estep 
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Iteration 129Q: 13 clusters Score -2.083231e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 5 contains 105174 members 
Mstep: Class 7 contains 61280 members 
Mstep: Class 8 contains 7393 members 
Mstep: Class 9 contains 47637 members 
Mstep: Class 10 contains 93883 members 
Mstep: Class 13 contains 26606 members 
Mstep: Class 14 contains 24295 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 18 contains 18705 members 
Mstep: Class 19 contains 10484 members 
Mstep: Class 20 contains 2269 members 
Entering Unmasked Estep 
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Iteration 130Q: 13 clusters Score -2.083232e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 5 contains 105345 members 
Mstep: Class 7 contains 61255 members 
Mstep: Class 8 contains 7386 members 
Mstep: Class 9 contains 47627 members 
Mstep: Class 10 contains 93828 members 
Mstep: Class 13 contains 26598 members 
Mstep: Class 14 contains 24267 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 18 contains 18701 members 
Mstep: Class 19 contains 10479 members 
Mstep: Class 20 contains 2269 members 
Entering Unmasked Estep 
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Iteration 131Q: 13 clusters Score -2.083238e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 5 contains 105527 members 
Mstep: Class 7 contains 61232 members 
Mstep: Class 8 contains 7379 members 
Mstep: Class 9 contains 47611 members 
Mstep: Class 10 contains 93781 members 
Mstep: Class 13 contains 26585 members 
Mstep: Class 14 contains 24236 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 18 contains 18699 members 
Mstep: Class 19 contains 10476 members 
Mstep: Class 20 contains 2272 members 
Entering Unmasked Estep 
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Iteration 132Q: 13 clusters Score -2.083247e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 5 contains 105706 members 
Mstep: Class 7 contains 61213 members 
Mstep: Class 8 contains 7372 members 
Mstep: Class 9 contains 47595 members 
Mstep: Class 10 contains 93729 members 
Mstep: Class 13 contains 26575 members 
Mstep: Class 14 contains 24195 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 18 contains 18697 members 
Mstep: Class 19 contains 10469 members 
Mstep: Class 20 contains 2281 members 
Entering Unmasked Estep 
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Iteration 133Q: 13 clusters Score -2.083246e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 5 contains 105895 members 
Mstep: Class 7 contains 61194 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 47584 members 
Mstep: Class 10 contains 93669 members 
Mstep: Class 13 contains 26556 members 
Mstep: Class 14 contains 24160 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 18 contains 18696 members 
Mstep: Class 19 contains 10459 members 
Mstep: Class 20 contains 2285 members 
Entering Unmasked Estep 
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Iteration 134Q: 13 clusters Score -2.083257e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 5 contains 106089 members 
Mstep: Class 7 contains 61174 members 
Mstep: Class 8 contains 7357 members 
Mstep: Class 9 contains 47571 members 
Mstep: Class 10 contains 93606 members 
Mstep: Class 13 contains 26537 members 
Mstep: Class 14 contains 24133 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 18 contains 18693 members 
Mstep: Class 19 contains 10447 members 
Mstep: Class 20 contains 2289 members 
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Iteration 135Q: 13 clusters Score -2.083251e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 5 contains 106270 members 
Mstep: Class 7 contains 61161 members 
Mstep: Class 8 contains 7347 members 
Mstep: Class 9 contains 47558 members 
Mstep: Class 10 contains 93551 members 
Mstep: Class 13 contains 26521 members 
Mstep: Class 14 contains 24101 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 18 contains 18689 members 
Mstep: Class 19 contains 10440 members 
Mstep: Class 20 contains 2293 members 
Entering Unmasked Estep 
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Iteration 136Q: 13 clusters Score -2.083259e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 5 contains 106458 members 
Mstep: Class 7 contains 61148 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 47548 members 
Mstep: Class 10 contains 93500 members 
Mstep: Class 13 contains 26505 members 
Mstep: Class 14 contains 24073 members 
Mstep: Class 15 contains 2608 members 
Mstep: Class 18 contains 18689 members 
Mstep: Class 19 contains 10434 members 
Mstep: Class 20 contains 2296 members 
Entering Unmasked Estep 
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Iteration 137Q: 13 clusters Score -2.083262e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 5 contains 106631 members 
Mstep: Class 7 contains 61132 members 
Mstep: Class 8 contains 7326 members 
Mstep: Class 9 contains 47536 members 
Mstep: Class 10 contains 93451 members 
Mstep: Class 13 contains 26501 members 
Mstep: Class 14 contains 24051 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 18 contains 18689 members 
Mstep: Class 19 contains 10424 members 
Mstep: Class 20 contains 2297 members 
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Iteration 138Q: 13 clusters Score -2.08326e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 5 contains 106802 members 
Mstep: Class 7 contains 61121 members 
Mstep: Class 8 contains 7313 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 10 contains 93398 members 
Mstep: Class 13 contains 26491 members 
Mstep: Class 14 contains 24026 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 18 contains 18689 members 
Mstep: Class 19 contains 10408 members 
Mstep: Class 20 contains 2297 members 
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Iteration 139Q: 13 clusters Score -2.083259e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 5 contains 106982 members 
Mstep: Class 7 contains 61119 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 47518 members 
Mstep: Class 10 contains 93342 members 
Mstep: Class 13 contains 26478 members 
Mstep: Class 14 contains 24000 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 18 contains 18685 members 
Mstep: Class 19 contains 10390 members 
Mstep: Class 20 contains 2299 members 
Entering Unmasked Estep 
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Iteration 140F: 13 clusters Score -2.083264e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 5 contains 107159 members 
Mstep: Class 7 contains 61111 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 47512 members 
Mstep: Class 10 contains 93286 members 
Mstep: Class 13 contains 26454 members 
Mstep: Class 14 contains 23969 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 18 contains 18681 members 
Mstep: Class 19 contains 10378 members 
Mstep: Class 20 contains 2299 members 
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Iteration 141Q: 13 clusters Score -2.083267e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 5 contains 107327 members 
Mstep: Class 7 contains 61104 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 47498 members 
Mstep: Class 10 contains 93231 members 
Mstep: Class 13 contains 26434 members 
Mstep: Class 14 contains 23946 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 18 contains 18681 members 
Mstep: Class 19 contains 10370 members 
Mstep: Class 20 contains 2299 members 
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Iteration 142Q: 13 clusters Score -2.083269e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 5 contains 107507 members 
Mstep: Class 7 contains 61090 members 
Mstep: Class 8 contains 7289 members 
Mstep: Class 9 contains 47483 members 
Mstep: Class 10 contains 93176 members 
Mstep: Class 13 contains 26410 members 
Mstep: Class 14 contains 23918 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 18 contains 18679 members 
Mstep: Class 19 contains 10360 members 
Mstep: Class 20 contains 2299 members 
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Iteration 143Q: 13 clusters Score -2.083269e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 5 contains 107675 members 
Mstep: Class 7 contains 61068 members 
Mstep: Class 8 contains 7286 members 
Mstep: Class 9 contains 47473 members 
Mstep: Class 10 contains 93122 members 
Mstep: Class 13 contains 26392 members 
Mstep: Class 14 contains 23893 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 18 contains 18678 members 
Mstep: Class 19 contains 10359 members 
Mstep: Class 20 contains 2298 members 
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Iteration 144Q: 13 clusters Score -2.083269e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 5 contains 107845 members 
Mstep: Class 7 contains 61048 members 
Mstep: Class 8 contains 7280 members 
Mstep: Class 9 contains 47465 members 
Mstep: Class 10 contains 93073 members 
Mstep: Class 13 contains 26377 members 
Mstep: Class 14 contains 23865 members 
Mstep: Class 15 contains 2394 members 
Mstep: Class 18 contains 18672 members 
Mstep: Class 19 contains 10354 members 
Mstep: Class 20 contains 2298 members 
Entering Unmasked Estep 
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Iteration 145Q: 13 clusters Score -2.08327e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 5 contains 108011 members 
Mstep: Class 7 contains 61040 members 
Mstep: Class 8 contains 7272 members 
Mstep: Class 9 contains 47451 members 
Mstep: Class 10 contains 93020 members 
Mstep: Class 13 contains 26356 members 
Mstep: Class 14 contains 23832 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 18 contains 18670 members 
Mstep: Class 19 contains 10348 members 
Mstep: Class 20 contains 2299 members 
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Iteration 146Q: 13 clusters Score -2.083272e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 5 contains 108178 members 
Mstep: Class 7 contains 61022 members 
Mstep: Class 8 contains 7269 members 
Mstep: Class 9 contains 47438 members 
Mstep: Class 10 contains 92959 members 
Mstep: Class 13 contains 26344 members 
Mstep: Class 14 contains 23804 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 18 contains 18669 members 
Mstep: Class 19 contains 10339 members 
Mstep: Class 20 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832788.000000 Penalty: 25233.794922
Iteration 147Q: 13 clusters Score -2.083279e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 5 contains 108342 members 
Mstep: Class 7 contains 61006 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 47426 members 
Mstep: Class 10 contains 92906 members 
Mstep: Class 13 contains 26325 members 
Mstep: Class 14 contains 23769 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 18 contains 18666 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832758.000000 Penalty: 25233.794922
Iteration 148Q: 13 clusters Score -2.083276e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 5 contains 108496 members 
Mstep: Class 7 contains 60986 members 
Mstep: Class 8 contains 7263 members 
Mstep: Class 9 contains 47411 members 
Mstep: Class 10 contains 92858 members 
Mstep: Class 13 contains 26311 members 
Mstep: Class 14 contains 23739 members 
Mstep: Class 15 contains 2326 members 
Mstep: Class 18 contains 18663 members 
Mstep: Class 19 contains 10331 members 
Mstep: Class 20 contains 2307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832764.000000 Penalty: 25233.794922
Iteration 149Q: 13 clusters Score -2.083276e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 5 contains 108648 members 
Mstep: Class 7 contains 60972 members 
Mstep: Class 8 contains 7262 members 
Mstep: Class 9 contains 47396 members 
Mstep: Class 10 contains 92805 members 
Mstep: Class 13 contains 26301 members 
Mstep: Class 14 contains 23712 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 18 contains 18655 members 
Mstep: Class 19 contains 10326 members 
Mstep: Class 20 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832764.000000 Penalty: 25233.794922
Iteration 150Q: 13 clusters Score -2.083276e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 5 contains 108788 members 
Mstep: Class 7 contains 60958 members 
Mstep: Class 8 contains 7260 members 
Mstep: Class 9 contains 47384 members 
Mstep: Class 10 contains 92768 members 
Mstep: Class 13 contains 26293 members 
Mstep: Class 14 contains 23684 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 18 contains 18651 members 
Mstep: Class 19 contains 10319 members 
Mstep: Class 20 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832768.000000 Penalty: 25233.794922
Iteration 151Q: 13 clusters Score -2.083277e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 5 contains 108919 members 
Mstep: Class 7 contains 60947 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 47376 members 
Mstep: Class 10 contains 92741 members 
Mstep: Class 13 contains 26281 members 
Mstep: Class 14 contains 23665 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 18 contains 18647 members 
Mstep: Class 19 contains 10315 members 
Mstep: Class 20 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832732.000000 Penalty: 25233.794922
Iteration 152Q: 13 clusters Score -2.083273e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 5 contains 109039 members 
Mstep: Class 7 contains 60927 members 
Mstep: Class 8 contains 7248 members 
Mstep: Class 9 contains 47363 members 
Mstep: Class 10 contains 92710 members 
Mstep: Class 13 contains 26275 members 
Mstep: Class 14 contains 23650 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 18 contains 18645 members 
Mstep: Class 19 contains 10311 members 
Mstep: Class 20 contains 2316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832762.000000 Penalty: 25233.794922
Iteration 153Q: 13 clusters Score -2.083276e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 5 contains 109145 members 
Mstep: Class 7 contains 60910 members 
Mstep: Class 8 contains 7245 members 
Mstep: Class 9 contains 47352 members 
Mstep: Class 10 contains 92686 members 
Mstep: Class 13 contains 26272 members 
Mstep: Class 14 contains 23635 members 
Mstep: Class 15 contains 2245 members 
Mstep: Class 18 contains 18640 members 
Mstep: Class 19 contains 10305 members 
Mstep: Class 20 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832762.000000 Penalty: 25233.794922
Iteration 154Q: 13 clusters Score -2.083276e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 5 contains 109250 members 
Mstep: Class 7 contains 60895 members 
Mstep: Class 8 contains 7239 members 
Mstep: Class 9 contains 47346 members 
Mstep: Class 10 contains 92661 members 
Mstep: Class 13 contains 26271 members 
Mstep: Class 14 contains 23620 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 18 contains 18635 members 
Mstep: Class 19 contains 10300 members 
Mstep: Class 20 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832764.000000 Penalty: 25233.794922
Iteration 155Q: 13 clusters Score -2.083276e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 5 contains 109361 members 
Mstep: Class 7 contains 60880 members 
Mstep: Class 8 contains 7234 members 
Mstep: Class 9 contains 47342 members 
Mstep: Class 10 contains 92632 members 
Mstep: Class 13 contains 26263 members 
Mstep: Class 14 contains 23603 members 
Mstep: Class 15 contains 2214 members 
Mstep: Class 18 contains 18629 members 
Mstep: Class 19 contains 10297 members 
Mstep: Class 20 contains 2318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832774.000000 Penalty: 25233.794922
Iteration 156Q: 13 clusters Score -2.083277e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 5 contains 109471 members 
Mstep: Class 7 contains 60864 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 47336 members 
Mstep: Class 10 contains 92610 members 
Mstep: Class 13 contains 26254 members 
Mstep: Class 14 contains 23586 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 18 contains 18622 members 
Mstep: Class 19 contains 10297 members 
Mstep: Class 20 contains 2316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832804.000000 Penalty: 25233.794922
Iteration 157Q: 13 clusters Score -2.08328e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 5 contains 109575 members 
Mstep: Class 7 contains 60853 members 
Mstep: Class 8 contains 7229 members 
Mstep: Class 9 contains 47333 members 
Mstep: Class 10 contains 92585 members 
Mstep: Class 13 contains 26242 members 
Mstep: Class 14 contains 23572 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 18 contains 18613 members 
Mstep: Class 19 contains 10300 members 
Mstep: Class 20 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832846.000000 Penalty: 25233.794922
Iteration 158Q: 13 clusters Score -2.083285e+07 nChanged 135
Entering ConstructFrom: 
Score: -20832846.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (15997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Entering Unmasked Estep 
Score: -845288.937500 Penalty: 1573.025513
	Iteration 0F: 2 clusters Score -845288.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -834231.062500 Penalty: 3146.051025
	Iteration 0F: 3 clusters Score -834231.1 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -838043.062500 Penalty: 3146.051025
	Iteration 1F: 3 clusters Score -838043.1 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -838369.375000 Penalty: 3146.051025
	Iteration 2F: 3 clusters Score -838369.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -838692.937500 Penalty: 3146.051025
	Iteration 3Q: 3 clusters Score -838692.9 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -839056.937500 Penalty: 3146.051025
	Iteration 4Q: 3 clusters Score -839056.9 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -839499.000000 Penalty: 3146.051025
	Iteration 5F: 3 clusters Score -839499 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -840031.500000 Penalty: 3146.051025
	Iteration 6F: 3 clusters Score -840031.5 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -840714.437500 Penalty: 3146.051025
	Iteration 7F: 3 clusters Score -840714.4 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -841435.500000 Penalty: 3146.051025
	Iteration 8F: 3 clusters Score -841435.5 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -842159.125000 Penalty: 3146.051025
	Iteration 9F: 3 clusters Score -842159.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -842691.375000 Penalty: 3146.051025
	Iteration 10Q: 3 clusters Score -842691.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -843058.250000 Penalty: 3146.051025
	Iteration 11Q: 3 clusters Score -843058.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -843293.375000 Penalty: 3146.051025
	Iteration 12Q: 3 clusters Score -843293.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -843445.187500 Penalty: 3146.051025
	Iteration 13Q: 3 clusters Score -843445.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -843561.875000 Penalty: 3146.051025
	Iteration 14Q: 3 clusters Score -843561.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -843654.312500 Penalty: 3146.051025
	Iteration 15Q: 3 clusters Score -843654.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -843741.562500 Penalty: 3146.051025
	Iteration 16Q: 3 clusters Score -843741.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -843804.687500 Penalty: 3146.051025
	Iteration 17Q: 3 clusters Score -843804.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -843860.500000 Penalty: 3146.051025
	Iteration 18Q: 3 clusters Score -843860.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -843910.000000 Penalty: 3146.051025
	Iteration 19Q: 3 clusters Score -843910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -843943.937500 Penalty: 3146.051025
	Iteration 20F: 3 clusters Score -843943.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -843964.937500 Penalty: 3146.051025
	Iteration 21Q: 3 clusters Score -843964.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -843986.250000 Penalty: 3146.051025
	Iteration 22Q: 3 clusters Score -843986.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -844001.125000 Penalty: 3146.051025
	Iteration 23Q: 3 clusters Score -844001.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -844010.312500 Penalty: 3146.051025
	Iteration 24Q: 3 clusters Score -844010.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -844017.437500 Penalty: 3146.051025
	Iteration 25Q: 3 clusters Score -844017.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -844021.125000 Penalty: 3146.051025
	Iteration 26Q: 3 clusters Score -844021.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -844030.125000 Penalty: 3146.051025
	Iteration 27Q: 3 clusters Score -844030.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -844036.562500 Penalty: 3146.051025
	Iteration 28Q: 3 clusters Score -844036.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -844043.625000 Penalty: 3146.051025
	Iteration 29Q: 3 clusters Score -844043.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -844052.125000 Penalty: 3146.051025
	Iteration 30Q: 3 clusters Score -844052.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -844059.437500 Penalty: 3146.051025
	Iteration 31Q: 3 clusters Score -844059.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -844063.187500 Penalty: 3146.051025
	Iteration 32Q: 3 clusters Score -844063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -844064.500000 Penalty: 3146.051025
	Iteration 33Q: 3 clusters Score -844064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -844067.312500 Penalty: 3146.051025
	Iteration 34Q: 3 clusters Score -844067.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -844069.875000 Penalty: 3146.051025
	Iteration 35Q: 3 clusters Score -844069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -844069.250000 Penalty: 3146.051025
	Iteration 36Q: 3 clusters Score -844069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -844069.625000 Penalty: 3146.051025
	Iteration 37Q: 3 clusters Score -844069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -844068.812500 Penalty: 3146.051025
	Iteration 38Q: 3 clusters Score -844068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -844070.625000 Penalty: 3146.051025
	Iteration 39Q: 3 clusters Score -844070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -844072.000000 Penalty: 3146.051025
	Iteration 40F: 3 clusters Score -844072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -844070.875000 Penalty: 3146.051025
	Iteration 41Q: 3 clusters Score -844070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -844071.000000 Penalty: 3146.051025
	Iteration 42Q: 3 clusters Score -844071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -844071.000000 Penalty: 3146.051025
	Iteration 43F: 3 clusters Score -844071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109669 members 
Entering Unmasked Estep 
Score: -5629320.000000 Penalty: 1885.848511
	Iteration 0F: 2 clusters Score -5629320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -5556323.500000 Penalty: 3771.697021
	Iteration 0F: 3 clusters Score -5556324 nChanged 52246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -5587084.000000 Penalty: 3771.697021
	Iteration 1F: 3 clusters Score -5587084 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -5587936.500000 Penalty: 3771.697021
	Iteration 2Q: 3 clusters Score -5587936 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -5589120.500000 Penalty: 3771.697021
	Iteration 3Q: 3 clusters Score -5589120 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -5590608.500000 Penalty: 3771.697021
	Iteration 4Q: 3 clusters Score -5590608 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -5592588.000000 Penalty: 3771.697021
	Iteration 5Q: 3 clusters Score -5592588 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -5595109.500000 Penalty: 3771.697021
	Iteration 6Q: 3 clusters Score -5595110 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -5598460.000000 Penalty: 3771.697021
	Iteration 7F: 3 clusters Score -5598460 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -5602319.500000 Penalty: 3771.697021
	Iteration 8F: 3 clusters Score -5602320 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -5605948.500000 Penalty: 3771.697021
	Iteration 9F: 3 clusters Score -5605948 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -5608729.000000 Penalty: 3771.697021
	Iteration 10Q: 3 clusters Score -5608729 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -5610427.000000 Penalty: 3771.697021
	Iteration 11Q: 3 clusters Score -5610427 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -5611305.500000 Penalty: 3771.697021
	Iteration 12Q: 3 clusters Score -5611306 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -5611918.000000 Penalty: 3771.697021
	Iteration 13Q: 3 clusters Score -5611918 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -5612532.000000 Penalty: 3771.697021
	Iteration 14Q: 3 clusters Score -5612532 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -5613223.000000 Penalty: 3771.697021
	Iteration 15Q: 3 clusters Score -5613223 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 73008 members 
Entering Unmasked Estep 
Score: -5613914.000000 Penalty: 3771.697021
	Iteration 16Q: 3 clusters Score -5613914 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -5614713.000000 Penalty: 3771.697021
	Iteration 17Q: 3 clusters Score -5614713 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -5615665.000000 Penalty: 3771.697021
	Iteration 18Q: 3 clusters Score -5615665 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -5616704.000000 Penalty: 3771.697021
	Iteration 19Q: 3 clusters Score -5616704 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -5617771.000000 Penalty: 3771.697021
	Iteration 20F: 3 clusters Score -5617771 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -5618969.000000 Penalty: 3771.697021
	Iteration 21Q: 3 clusters Score -5618969 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -5620253.000000 Penalty: 3771.697021
	Iteration 22Q: 3 clusters Score -5620253 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -5621455.500000 Penalty: 3771.697021
	Iteration 23Q: 3 clusters Score -5621456 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -5622592.000000 Penalty: 3771.697021
	Iteration 24Q: 3 clusters Score -5622592 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -5623518.500000 Penalty: 3771.697021
	Iteration 25Q: 3 clusters Score -5623518 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -5624362.000000 Penalty: 3771.697021
	Iteration 26Q: 3 clusters Score -5624362 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -5624977.000000 Penalty: 3771.697021
	Iteration 27Q: 3 clusters Score -5624977 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 97029 members 
Entering Unmasked Estep 
Score: -5625540.000000 Penalty: 3771.697021
	Iteration 28Q: 3 clusters Score -5625540 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -5625972.500000 Penalty: 3771.697021
	Iteration 29Q: 3 clusters Score -5625972 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 98992 members 
Entering Unmasked Estep 
Score: -5626302.000000 Penalty: 3771.697021
	Iteration 30Q: 3 clusters Score -5626302 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -5626555.500000 Penalty: 3771.697021
	Iteration 31Q: 3 clusters Score -5626556 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -5626753.000000 Penalty: 3771.697021
	Iteration 32Q: 3 clusters Score -5626753 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -5626935.500000 Penalty: 3771.697021
	Iteration 33Q: 3 clusters Score -5626936 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -5627086.500000 Penalty: 3771.697021
	Iteration 34Q: 3 clusters Score -5627086 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 101916 members 
Entering Unmasked Estep 
Score: -5627198.500000 Penalty: 3771.697021
	Iteration 35Q: 3 clusters Score -5627198 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -5627330.000000 Penalty: 3771.697021
	Iteration 36Q: 3 clusters Score -5627330 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 102652 members 
Entering Unmasked Estep 
Score: -5627381.000000 Penalty: 3771.697021
	Iteration 37Q: 3 clusters Score -5627381 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -5627444.500000 Penalty: 3771.697021
	Iteration 38Q: 3 clusters Score -5627444 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 103223 members 
Entering Unmasked Estep 
Score: -5627481.000000 Penalty: 3771.697021
	Iteration 39Q: 3 clusters Score -5627481 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -5627506.500000 Penalty: 3771.697021
	Iteration 40F: 3 clusters Score -5627506 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -5627589.000000 Penalty: 3771.697021
	Iteration 41Q: 3 clusters Score -5627589 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -5627620.500000 Penalty: 3771.697021
	Iteration 42Q: 3 clusters Score -5627620 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 104060 members 
Entering Unmasked Estep 
Score: -5627638.500000 Penalty: 3771.697021
	Iteration 43Q: 3 clusters Score -5627638 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 104213 members 
Entering Unmasked Estep 
Score: -5627666.000000 Penalty: 3771.697021
	Iteration 44Q: 3 clusters Score -5627666 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 104361 members 
Entering Unmasked Estep 
Score: -5627699.000000 Penalty: 3771.697021
	Iteration 45Q: 3 clusters Score -5627699 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -5627736.000000 Penalty: 3771.697021
	Iteration 46Q: 3 clusters Score -5627736 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 104622 members 
Entering Unmasked Estep 
Score: -5627761.500000 Penalty: 3771.697021
	Iteration 47Q: 3 clusters Score -5627762 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -5627761.000000 Penalty: 3771.697021
	Iteration 48Q: 3 clusters Score -5627761 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 104827 members 
Entering Unmasked Estep 
Score: -5627773.500000 Penalty: 3771.697021
	Iteration 49Q: 3 clusters Score -5627774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 104902 members 
Entering Unmasked Estep 
Score: -5627781.000000 Penalty: 3771.697021
	Iteration 50Q: 3 clusters Score -5627781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -5627791.000000 Penalty: 3771.697021
	Iteration 51Q: 3 clusters Score -5627791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 105023 members 
Entering Unmasked Estep 
Score: -5627816.000000 Penalty: 3771.697021
	Iteration 52Q: 3 clusters Score -5627816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 105069 members 
Entering Unmasked Estep 
Score: -5627811.500000 Penalty: 3771.697021
	Iteration 53Q: 3 clusters Score -5627812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -5627825.500000 Penalty: 3771.697021
	Iteration 54Q: 3 clusters Score -5627826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 105179 members 
Entering Unmasked Estep 
Score: -5627835.000000 Penalty: 3771.697021
	Iteration 55Q: 3 clusters Score -5627835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 105236 members 
Entering Unmasked Estep 
Score: -5627844.000000 Penalty: 3771.697021
	Iteration 56Q: 3 clusters Score -5627844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 105305 members 
Entering Unmasked Estep 
Score: -5627850.000000 Penalty: 3771.697021
	Iteration 57Q: 3 clusters Score -5627850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 105387 members 
Entering Unmasked Estep 
Score: -5627869.500000 Penalty: 3771.697021
	Iteration 58Q: 3 clusters Score -5627870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 105451 members 
Entering Unmasked Estep 
Score: -5627881.500000 Penalty: 3771.697021
	Iteration 59Q: 3 clusters Score -5627882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -5627896.500000 Penalty: 3771.697021
	Iteration 60F: 3 clusters Score -5627896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -5627911.000000 Penalty: 3771.697021
	Iteration 61Q: 3 clusters Score -5627911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 105580 members 
Entering Unmasked Estep 
Score: -5627899.500000 Penalty: 3771.697021
	Iteration 62Q: 3 clusters Score -5627900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -5627932.000000 Penalty: 3771.697021
	Iteration 63Q: 3 clusters Score -5627932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 105669 members 
Entering Unmasked Estep 
Score: -5627941.500000 Penalty: 3771.697021
	Iteration 64Q: 3 clusters Score -5627942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 105706 members 
Entering Unmasked Estep 
Score: -5627949.500000 Penalty: 3771.697021
	Iteration 65Q: 3 clusters Score -5627950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 105742 members 
Entering Unmasked Estep 
Score: -5627947.000000 Penalty: 3771.697021
	Iteration 66Q: 3 clusters Score -5627947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 105777 members 
Entering Unmasked Estep 
Score: -5627943.000000 Penalty: 3771.697021
	Iteration 67Q: 3 clusters Score -5627943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -5627937.000000 Penalty: 3771.697021
	Iteration 68Q: 3 clusters Score -5627937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 105831 members 
Entering Unmasked Estep 
Score: -5627944.500000 Penalty: 3771.697021
	Iteration 69Q: 3 clusters Score -5627944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 105857 members 
Entering Unmasked Estep 
Score: -5627956.000000 Penalty: 3771.697021
	Iteration 70Q: 3 clusters Score -5627956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -5627966.000000 Penalty: 3771.697021
	Iteration 71Q: 3 clusters Score -5627966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 105899 members 
Entering Unmasked Estep 
Score: -5627966.000000 Penalty: 3771.697021
	Iteration 72Q: 3 clusters Score -5627966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -5627952.000000 Penalty: 3771.697021
	Iteration 73Q: 3 clusters Score -5627952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 105937 members 
Entering Unmasked Estep 
Score: -5627959.500000 Penalty: 3771.697021
	Iteration 74Q: 3 clusters Score -5627960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -5627964.500000 Penalty: 3771.697021
	Iteration 75Q: 3 clusters Score -5627964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 105955 members 
Entering Unmasked Estep 
Score: -5627962.000000 Penalty: 3771.697021
	Iteration 76Q: 3 clusters Score -5627962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -5627960.500000 Penalty: 3771.697021
	Iteration 77Q: 3 clusters Score -5627960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -5627962.500000 Penalty: 3771.697021
	Iteration 78Q: 3 clusters Score -5627962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 105979 members 
Entering Unmasked Estep 
Score: -5627962.500000 Penalty: 3771.697021
	Iteration 79Q: 3 clusters Score -5627962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -5627962.000000 Penalty: 3771.697021
	Iteration 80F: 3 clusters Score -5627962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 105999 members 
Entering Unmasked Estep 
Score: -5627958.000000 Penalty: 3771.697021
	Iteration 81Q: 3 clusters Score -5627958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -5627963.500000 Penalty: 3771.697021
	Iteration 82Q: 3 clusters Score -5627964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -5627966.500000 Penalty: 3771.697021
	Iteration 83Q: 3 clusters Score -5627966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 106049 members 
Entering Unmasked Estep 
Score: -5627968.000000 Penalty: 3771.697021
	Iteration 84Q: 3 clusters Score -5627968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 106064 members 
Entering Unmasked Estep 
Score: -5627964.000000 Penalty: 3771.697021
	Iteration 85Q: 3 clusters Score -5627964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -5627964.000000 Penalty: 3771.697021
	Iteration 86Q: 3 clusters Score -5627964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 106087 members 
Entering Unmasked Estep 
Score: -5627961.000000 Penalty: 3771.697021
	Iteration 87Q: 3 clusters Score -5627961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 106096 members 
Entering Unmasked Estep 
Score: -5627963.000000 Penalty: 3771.697021
	Iteration 88Q: 3 clusters Score -5627963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 106105 members 
Entering Unmasked Estep 
Score: -5627966.000000 Penalty: 3771.697021
	Iteration 89Q: 3 clusters Score -5627966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -5627960.500000 Penalty: 3771.697021
	Iteration 90Q: 3 clusters Score -5627960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 106128 members 
Entering Unmasked Estep 
Score: -5627964.500000 Penalty: 3771.697021
	Iteration 91Q: 3 clusters Score -5627964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -5627970.000000 Penalty: 3771.697021
	Iteration 92Q: 3 clusters Score -5627970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 106139 members 
Entering Unmasked Estep 
Score: -5627974.500000 Penalty: 3771.697021
	Iteration 93Q: 3 clusters Score -5627974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -5627969.000000 Penalty: 3771.697021
	Iteration 94Q: 3 clusters Score -5627969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 106152 members 
Entering Unmasked Estep 
Score: -5627975.000000 Penalty: 3771.697021
	Iteration 95Q: 3 clusters Score -5627975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -5627984.500000 Penalty: 3771.697021
	Iteration 96Q: 3 clusters Score -5627984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 106163 members 
Entering Unmasked Estep 
Score: -5627978.500000 Penalty: 3771.697021
	Iteration 97Q: 3 clusters Score -5627978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 106165 members 
Entering Unmasked Estep 
Score: -5627980.000000 Penalty: 3771.697021
	Iteration 98Q: 3 clusters Score -5627980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 106167 members 
Entering Unmasked Estep 
Score: -5627976.500000 Penalty: 3771.697021
	Iteration 99Q: 3 clusters Score -5627976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 106170 members 
Entering Unmasked Estep 
Score: -5627977.000000 Penalty: 3771.697021
	Iteration 100F: 3 clusters Score -5627977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -5627973.500000 Penalty: 3771.697021
	Iteration 101Q: 3 clusters Score -5627974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 106176 members 
Entering Unmasked Estep 
Score: -5627969.500000 Penalty: 3771.697021
	Iteration 102Q: 3 clusters Score -5627970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
Score: -5627968.500000 Penalty: 3771.697021
	Iteration 103Q: 3 clusters Score -5627968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 106182 members 
Entering Unmasked Estep 
Score: -5627969.000000 Penalty: 3771.697021
	Iteration 104Q: 3 clusters Score -5627969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 106187 members 
Entering Unmasked Estep 
Score: -5627972.000000 Penalty: 3771.697021
	Iteration 105Q: 3 clusters Score -5627972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 106194 members 
Entering Unmasked Estep 
Score: -5627967.000000 Penalty: 3771.697021
	Iteration 106Q: 3 clusters Score -5627967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 106203 members 
Entering Unmasked Estep 
Score: -5627972.000000 Penalty: 3771.697021
	Iteration 107Q: 3 clusters Score -5627972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 106210 members 
Entering Unmasked Estep 
Score: -5627964.000000 Penalty: 3771.697021
	Iteration 108Q: 3 clusters Score -5627964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 106218 members 
Entering Unmasked Estep 
Score: -5627968.000000 Penalty: 3771.697021
	Iteration 109Q: 3 clusters Score -5627968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 106224 members 
Entering Unmasked Estep 
Score: -5627961.500000 Penalty: 3771.697021
	Iteration 110Q: 3 clusters Score -5627962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -5627963.000000 Penalty: 3771.697021
	Iteration 111Q: 3 clusters Score -5627963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 106238 members 
Entering Unmasked Estep 
Score: -5627970.500000 Penalty: 3771.697021
	Iteration 112Q: 3 clusters Score -5627970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 106245 members 
Entering Unmasked Estep 
Score: -5627971.500000 Penalty: 3771.697021
	Iteration 113Q: 3 clusters Score -5627972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 106253 members 
Entering Unmasked Estep 
Score: -5627972.000000 Penalty: 3771.697021
	Iteration 114Q: 3 clusters Score -5627972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 106263 members 
Entering Unmasked Estep 
Score: -5627972.500000 Penalty: 3771.697021
	Iteration 115Q: 3 clusters Score -5627972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -5627966.000000 Penalty: 3771.697021
	Iteration 116Q: 3 clusters Score -5627966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -5627961.500000 Penalty: 3771.697021
	Iteration 117Q: 3 clusters Score -5627962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 106284 members 
Entering Unmasked Estep 
Score: -5627970.000000 Penalty: 3771.697021
	Iteration 118Q: 3 clusters Score -5627970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 106292 members 
Entering Unmasked Estep 
Score: -5627979.500000 Penalty: 3771.697021
	Iteration 119Q: 3 clusters Score -5627980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -5627978.000000 Penalty: 3771.697021
	Iteration 120F: 3 clusters Score -5627978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 106299 members 
Entering Unmasked Estep 
Score: -5627977.000000 Penalty: 3771.697021
	Iteration 121Q: 3 clusters Score -5627977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -5627972.500000 Penalty: 3771.697021
	Iteration 122Q: 3 clusters Score -5627972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 106303 members 
Entering Unmasked Estep 
Score: -5627974.500000 Penalty: 3771.697021
	Iteration 123Q: 3 clusters Score -5627974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 106305 members 
Entering Unmasked Estep 
Score: -5627977.000000 Penalty: 3771.697021
	Iteration 124Q: 3 clusters Score -5627977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 106307 members 
Entering Unmasked Estep 
Score: -5627975.500000 Penalty: 3771.697021
	Iteration 125Q: 3 clusters Score -5627976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 106307 members 
Entering Unmasked Estep 
Score: -5627975.500000 Penalty: 3771.697021
	Iteration 126F: 3 clusters Score -5627976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Entering Unmasked Estep 
Score: -3187208.750000 Penalty: 1790.092407
	Iteration 0F: 2 clusters Score -3187209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -3146560.000000 Penalty: 3580.184814
	Iteration 0F: 3 clusters Score -3146560 nChanged 28857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -3163226.750000 Penalty: 3580.184814
	Iteration 1F: 3 clusters Score -3163227 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -3164053.000000 Penalty: 3580.184814
	Iteration 2Q: 3 clusters Score -3164053 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -3165259.750000 Penalty: 3580.184814
	Iteration 3Q: 3 clusters Score -3165260 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -3167204.750000 Penalty: 3580.184814
	Iteration 4F: 3 clusters Score -3167205 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -3170372.250000 Penalty: 3580.184814
	Iteration 5F: 3 clusters Score -3170372 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -3174712.250000 Penalty: 3580.184814
	Iteration 6F: 3 clusters Score -3174712 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -3179361.250000 Penalty: 3580.184814
	Iteration 7F: 3 clusters Score -3179361 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -3182868.500000 Penalty: 3580.184814
	Iteration 8F: 3 clusters Score -3182868 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -3184683.000000 Penalty: 3580.184814
	Iteration 9Q: 3 clusters Score -3184683 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -3185333.500000 Penalty: 3580.184814
	Iteration 10Q: 3 clusters Score -3185334 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -3185583.500000 Penalty: 3580.184814
	Iteration 11Q: 3 clusters Score -3185584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -3185688.750000 Penalty: 3580.184814
	Iteration 12Q: 3 clusters Score -3185689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -3185717.500000 Penalty: 3580.184814
	Iteration 13Q: 3 clusters Score -3185718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -3185735.500000 Penalty: 3580.184814
	Iteration 14Q: 3 clusters Score -3185736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -3185746.500000 Penalty: 3580.184814
	Iteration 15Q: 3 clusters Score -3185746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -3185753.000000 Penalty: 3580.184814
	Iteration 16Q: 3 clusters Score -3185753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -3185756.750000 Penalty: 3580.184814
	Iteration 17Q: 3 clusters Score -3185757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -3185770.250000 Penalty: 3580.184814
	Iteration 18Q: 3 clusters Score -3185770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -3185774.500000 Penalty: 3580.184814
	Iteration 19Q: 3 clusters Score -3185774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -3185777.000000 Penalty: 3580.184814
	Iteration 20F: 3 clusters Score -3185777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -3185774.250000 Penalty: 3580.184814
	Iteration 21Q: 3 clusters Score -3185774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -3185774.250000 Penalty: 3580.184814
	Iteration 22F: 3 clusters Score -3185774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -383024.531250 Penalty: 1443.816772
	Iteration 0F: 2 clusters Score -383024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -377617.187500 Penalty: 2887.633545
	Iteration 0F: 3 clusters Score -377617.2 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -379326.406250 Penalty: 2887.633545
	Iteration 1F: 3 clusters Score -379326.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -379676.468750 Penalty: 2887.633545
	Iteration 2F: 3 clusters Score -379676.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -380006.125000 Penalty: 2887.633545
	Iteration 3F: 3 clusters Score -380006.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -380355.593750 Penalty: 2887.633545
	Iteration 4F: 3 clusters Score -380355.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -380788.125000 Penalty: 2887.633545
	Iteration 5F: 3 clusters Score -380788.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -381212.000000 Penalty: 2887.633545
	Iteration 6F: 3 clusters Score -381212 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -381564.468750 Penalty: 2887.633545
	Iteration 7Q: 3 clusters Score -381564.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -381777.500000 Penalty: 2887.633545
	Iteration 8Q: 3 clusters Score -381777.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -381887.281250 Penalty: 2887.633545
	Iteration 9Q: 3 clusters Score -381887.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -381961.656250 Penalty: 2887.633545
	Iteration 10Q: 3 clusters Score -381961.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -382001.718750 Penalty: 2887.633545
	Iteration 11Q: 3 clusters Score -382001.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -382020.437500 Penalty: 2887.633545
	Iteration 12Q: 3 clusters Score -382020.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -382030.000000 Penalty: 2887.633545
	Iteration 13Q: 3 clusters Score -382030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -382036.343750 Penalty: 2887.633545
	Iteration 14Q: 3 clusters Score -382036.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -382041.625000 Penalty: 2887.633545
	Iteration 15Q: 3 clusters Score -382041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -382045.750000 Penalty: 2887.633545
	Iteration 16Q: 3 clusters Score -382045.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -382050.187500 Penalty: 2887.633545
	Iteration 17Q: 3 clusters Score -382050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -382052.156250 Penalty: 2887.633545
	Iteration 18Q: 3 clusters Score -382052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -382052.468750 Penalty: 2887.633545
	Iteration 19Q: 3 clusters Score -382052.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -382052.593750 Penalty: 2887.633545
	Iteration 20F: 3 clusters Score -382052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -382052.468750 Penalty: 2887.633545
	Iteration 21Q: 3 clusters Score -382052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -382052.468750 Penalty: 2887.633545
	Iteration 22F: 3 clusters Score -382052.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Entering Unmasked Estep 
Score: -2503267.750000 Penalty: 1749.275513
	Iteration 0F: 2 clusters Score -2503268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2471838.750000 Penalty: 3498.551025
	Iteration 0F: 3 clusters Score -2471839 nChanged 22002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2483969.250000 Penalty: 3498.551025
	Iteration 1F: 3 clusters Score -2483969 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2484442.000000 Penalty: 3498.551025
	Iteration 2Q: 3 clusters Score -2484442 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -2484919.500000 Penalty: 3498.551025
	Iteration 3Q: 3 clusters Score -2484920 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -2485574.000000 Penalty: 3498.551025
	Iteration 4Q: 3 clusters Score -2485574 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -2486577.000000 Penalty: 3498.551025
	Iteration 5Q: 3 clusters Score -2486577 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -2488280.500000 Penalty: 3498.551025
	Iteration 6F: 3 clusters Score -2488280 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -2490954.750000 Penalty: 3498.551025
	Iteration 7F: 3 clusters Score -2490955 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -2494390.500000 Penalty: 3498.551025
	Iteration 8F: 3 clusters Score -2494390 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -2497640.500000 Penalty: 3498.551025
	Iteration 9F: 3 clusters Score -2497640 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -2499788.000000 Penalty: 3498.551025
	Iteration 10Q: 3 clusters Score -2499788 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -2500845.500000 Penalty: 3498.551025
	Iteration 11Q: 3 clusters Score -2500846 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -2501344.500000 Penalty: 3498.551025
	Iteration 12Q: 3 clusters Score -2501344 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -2501597.000000 Penalty: 3498.551025
	Iteration 13Q: 3 clusters Score -2501597 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -2501711.500000 Penalty: 3498.551025
	Iteration 14Q: 3 clusters Score -2501712 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -2501779.000000 Penalty: 3498.551025
	Iteration 15Q: 3 clusters Score -2501779 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -2501812.500000 Penalty: 3498.551025
	Iteration 16Q: 3 clusters Score -2501812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -2501821.750000 Penalty: 3498.551025
	Iteration 17Q: 3 clusters Score -2501822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -2501838.000000 Penalty: 3498.551025
	Iteration 18Q: 3 clusters Score -2501838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -2501852.250000 Penalty: 3498.551025
	Iteration 19Q: 3 clusters Score -2501852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -2501857.250000 Penalty: 3498.551025
	Iteration 20F: 3 clusters Score -2501857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -2501863.500000 Penalty: 3498.551025
	Iteration 21Q: 3 clusters Score -2501864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -2501863.500000 Penalty: 3498.551025
	Iteration 22Q: 3 clusters Score -2501864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -2501865.000000 Penalty: 3498.551025
	Iteration 23Q: 3 clusters Score -2501865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -2501869.500000 Penalty: 3498.551025
	Iteration 24Q: 3 clusters Score -2501870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -2501871.000000 Penalty: 3498.551025
	Iteration 25Q: 3 clusters Score -2501871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -2501873.750000 Penalty: 3498.551025
	Iteration 26Q: 3 clusters Score -2501874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -2501873.500000 Penalty: 3498.551025
	Iteration 27Q: 3 clusters Score -2501874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -2501875.500000 Penalty: 3498.551025
	Iteration 28Q: 3 clusters Score -2501876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -2501883.750000 Penalty: 3498.551025
	Iteration 29Q: 3 clusters Score -2501884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -2501888.250000 Penalty: 3498.551025
	Iteration 30Q: 3 clusters Score -2501888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -2501893.250000 Penalty: 3498.551025
	Iteration 31Q: 3 clusters Score -2501893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -2501893.750000 Penalty: 3498.551025
	Iteration 32Q: 3 clusters Score -2501894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -2501893.500000 Penalty: 3498.551025
	Iteration 33Q: 3 clusters Score -2501894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -2501897.500000 Penalty: 3498.551025
	Iteration 34Q: 3 clusters Score -2501898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -2501896.250000 Penalty: 3498.551025
	Iteration 35Q: 3 clusters Score -2501896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -2501896.500000 Penalty: 3498.551025
	Iteration 36Q: 3 clusters Score -2501896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -2501896.500000 Penalty: 3498.551025
	Iteration 37F: 3 clusters Score -2501896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (92562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92562 members 
Entering Unmasked Estep 
Score: -4791397.000000 Penalty: 1858.290527
	Iteration 0F: 2 clusters Score -4791397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -4729290.000000 Penalty: 3716.581055
	Iteration 0F: 3 clusters Score -4729290 nChanged 44151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -4754931.000000 Penalty: 3716.581055
	Iteration 1F: 3 clusters Score -4754931 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -4755450.500000 Penalty: 3716.581055
	Iteration 2Q: 3 clusters Score -4755450 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -4755984.500000 Penalty: 3716.581055
	Iteration 3Q: 3 clusters Score -4755984 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -4756601.000000 Penalty: 3716.581055
	Iteration 4Q: 3 clusters Score -4756601 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -4757311.500000 Penalty: 3716.581055
	Iteration 5Q: 3 clusters Score -4757312 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -4758085.500000 Penalty: 3716.581055
	Iteration 6Q: 3 clusters Score -4758086 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -4759115.500000 Penalty: 3716.581055
	Iteration 7Q: 3 clusters Score -4759116 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -4760473.000000 Penalty: 3716.581055
	Iteration 8Q: 3 clusters Score -4760473 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -4762475.500000 Penalty: 3716.581055
	Iteration 9Q: 3 clusters Score -4762476 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -4765400.500000 Penalty: 3716.581055
	Iteration 10F: 3 clusters Score -4765400 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -4769220.000000 Penalty: 3716.581055
	Iteration 11F: 3 clusters Score -4769220 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -4772681.000000 Penalty: 3716.581055
	Iteration 12F: 3 clusters Score -4772681 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -4774543.000000 Penalty: 3716.581055
	Iteration 13Q: 3 clusters Score -4774543 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -4775277.000000 Penalty: 3716.581055
	Iteration 14Q: 3 clusters Score -4775277 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -4775717.000000 Penalty: 3716.581055
	Iteration 15Q: 3 clusters Score -4775717 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -4776080.000000 Penalty: 3716.581055
	Iteration 16Q: 3 clusters Score -4776080 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -4776468.500000 Penalty: 3716.581055
	Iteration 17Q: 3 clusters Score -4776468 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -4776850.000000 Penalty: 3716.581055
	Iteration 18Q: 3 clusters Score -4776850 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -4777306.000000 Penalty: 3716.581055
	Iteration 19Q: 3 clusters Score -4777306 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -4777810.500000 Penalty: 3716.581055
	Iteration 20F: 3 clusters Score -4777810 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -4778404.500000 Penalty: 3716.581055
	Iteration 21Q: 3 clusters Score -4778404 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -4778967.500000 Penalty: 3716.581055
	Iteration 22Q: 3 clusters Score -4778968 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -4779596.000000 Penalty: 3716.581055
	Iteration 23Q: 3 clusters Score -4779596 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -4780293.000000 Penalty: 3716.581055
	Iteration 24Q: 3 clusters Score -4780293 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -4781014.000000 Penalty: 3716.581055
	Iteration 25Q: 3 clusters Score -4781014 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -4781754.000000 Penalty: 3716.581055
	Iteration 26Q: 3 clusters Score -4781754 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -4782576.500000 Penalty: 3716.581055
	Iteration 27Q: 3 clusters Score -4782576 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -4783397.500000 Penalty: 3716.581055
	Iteration 28Q: 3 clusters Score -4783398 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
Score: -4784277.500000 Penalty: 3716.581055
	Iteration 29Q: 3 clusters Score -4784278 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -4785199.000000 Penalty: 3716.581055
	Iteration 30Q: 3 clusters Score -4785199 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -4786119.500000 Penalty: 3716.581055
	Iteration 31Q: 3 clusters Score -4786120 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -4786906.500000 Penalty: 3716.581055
	Iteration 32Q: 3 clusters Score -4786906 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -4787585.500000 Penalty: 3716.581055
	Iteration 33Q: 3 clusters Score -4787586 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -4788155.500000 Penalty: 3716.581055
	Iteration 34Q: 3 clusters Score -4788156 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -4788527.000000 Penalty: 3716.581055
	Iteration 35Q: 3 clusters Score -4788527 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 89125 members 
Entering Unmasked Estep 
Score: -4788815.500000 Penalty: 3716.581055
	Iteration 36Q: 3 clusters Score -4788816 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -4788999.000000 Penalty: 3716.581055
	Iteration 37Q: 3 clusters Score -4788999 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -4789150.500000 Penalty: 3716.581055
	Iteration 38Q: 3 clusters Score -4789150 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 90166 members 
Entering Unmasked Estep 
Score: -4789259.500000 Penalty: 3716.581055
	Iteration 39Q: 3 clusters Score -4789260 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 90377 members 
Entering Unmasked Estep 
Score: -4789338.500000 Penalty: 3716.581055
	Iteration 40F: 3 clusters Score -4789338 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 90558 members 
Entering Unmasked Estep 
Score: -4789409.000000 Penalty: 3716.581055
	Iteration 41Q: 3 clusters Score -4789409 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -4789460.500000 Penalty: 3716.581055
	Iteration 42Q: 3 clusters Score -4789460 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -4789515.500000 Penalty: 3716.581055
	Iteration 43Q: 3 clusters Score -4789516 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 90980 members 
Entering Unmasked Estep 
Score: -4789555.000000 Penalty: 3716.581055
	Iteration 44Q: 3 clusters Score -4789555 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 91094 members 
Entering Unmasked Estep 
Score: -4789594.500000 Penalty: 3716.581055
	Iteration 45Q: 3 clusters Score -4789594 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -4789637.000000 Penalty: 3716.581055
	Iteration 46Q: 3 clusters Score -4789637 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -4789666.500000 Penalty: 3716.581055
	Iteration 47Q: 3 clusters Score -4789666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -4789712.000000 Penalty: 3716.581055
	Iteration 48Q: 3 clusters Score -4789712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -4789748.000000 Penalty: 3716.581055
	Iteration 49Q: 3 clusters Score -4789748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -4789781.500000 Penalty: 3716.581055
	Iteration 50Q: 3 clusters Score -4789782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -4789810.000000 Penalty: 3716.581055
	Iteration 51Q: 3 clusters Score -4789810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 91606 members 
Entering Unmasked Estep 
Score: -4789833.000000 Penalty: 3716.581055
	Iteration 52Q: 3 clusters Score -4789833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 91642 members 
Entering Unmasked Estep 
Score: -4789834.500000 Penalty: 3716.581055
	Iteration 53Q: 3 clusters Score -4789834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -4789839.000000 Penalty: 3716.581055
	Iteration 54Q: 3 clusters Score -4789839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -4789846.000000 Penalty: 3716.581055
	Iteration 55Q: 3 clusters Score -4789846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
Score: -4789852.500000 Penalty: 3716.581055
	Iteration 56Q: 3 clusters Score -4789852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -4789852.500000 Penalty: 3716.581055
	Iteration 57Q: 3 clusters Score -4789852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -4789860.500000 Penalty: 3716.581055
	Iteration 58Q: 3 clusters Score -4789860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -4789871.000000 Penalty: 3716.581055
	Iteration 59Q: 3 clusters Score -4789871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -4789870.500000 Penalty: 3716.581055
	Iteration 60F: 3 clusters Score -4789870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -4789878.000000 Penalty: 3716.581055
	Iteration 61Q: 3 clusters Score -4789878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -4789889.500000 Penalty: 3716.581055
	Iteration 62Q: 3 clusters Score -4789890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -4789900.000000 Penalty: 3716.581055
	Iteration 63Q: 3 clusters Score -4789900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -4789909.000000 Penalty: 3716.581055
	Iteration 64Q: 3 clusters Score -4789909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 91799 members 
Entering Unmasked Estep 
Score: -4789908.500000 Penalty: 3716.581055
	Iteration 65Q: 3 clusters Score -4789908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 91806 members 
Entering Unmasked Estep 
Score: -4789910.000000 Penalty: 3716.581055
	Iteration 66Q: 3 clusters Score -4789910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -4789905.500000 Penalty: 3716.581055
	Iteration 67Q: 3 clusters Score -4789906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -4789910.000000 Penalty: 3716.581055
	Iteration 68Q: 3 clusters Score -4789910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 91819 members 
Entering Unmasked Estep 
Score: -4789913.500000 Penalty: 3716.581055
	Iteration 69Q: 3 clusters Score -4789914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -4789922.000000 Penalty: 3716.581055
	Iteration 70Q: 3 clusters Score -4789922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 91823 members 
Entering Unmasked Estep 
Score: -4789916.500000 Penalty: 3716.581055
	Iteration 71Q: 3 clusters Score -4789916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -4789922.000000 Penalty: 3716.581055
	Iteration 72Q: 3 clusters Score -4789922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -4789923.500000 Penalty: 3716.581055
	Iteration 73Q: 3 clusters Score -4789924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -4789923.500000 Penalty: 3716.581055
	Iteration 74F: 3 clusters Score -4789924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Entering Unmasked Estep 
Score: -1382555.500000 Penalty: 1653.394409
	Iteration 0F: 2 clusters Score -1382556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1364738.125000 Penalty: 3306.788818
	Iteration 0F: 3 clusters Score -1364738 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1371292.375000 Penalty: 3306.788818
	Iteration 1F: 3 clusters Score -1371292 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1371631.250000 Penalty: 3306.788818
	Iteration 2Q: 3 clusters Score -1371631 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1371911.500000 Penalty: 3306.788818
	Iteration 3Q: 3 clusters Score -1371912 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1372163.125000 Penalty: 3306.788818
	Iteration 4Q: 3 clusters Score -1372163 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1372425.625000 Penalty: 3306.788818
	Iteration 5Q: 3 clusters Score -1372426 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1372749.750000 Penalty: 3306.788818
	Iteration 6Q: 3 clusters Score -1372750 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1373228.375000 Penalty: 3306.788818
	Iteration 7Q: 3 clusters Score -1373228 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1373918.625000 Penalty: 3306.788818
	Iteration 8Q: 3 clusters Score -1373919 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -1374916.375000 Penalty: 3306.788818
	Iteration 9F: 3 clusters Score -1374916 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1376151.875000 Penalty: 3306.788818
	Iteration 10F: 3 clusters Score -1376152 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -1377464.250000 Penalty: 3306.788818
	Iteration 11F: 3 clusters Score -1377464 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -1378699.375000 Penalty: 3306.788818
	Iteration 12F: 3 clusters Score -1378699 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -1379692.250000 Penalty: 3306.788818
	Iteration 13Q: 3 clusters Score -1379692 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -1380329.500000 Penalty: 3306.788818
	Iteration 14Q: 3 clusters Score -1380330 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -1380703.750000 Penalty: 3306.788818
	Iteration 15Q: 3 clusters Score -1380704 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -1380908.125000 Penalty: 3306.788818
	Iteration 16Q: 3 clusters Score -1380908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -1381009.625000 Penalty: 3306.788818
	Iteration 17Q: 3 clusters Score -1381010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -1381052.500000 Penalty: 3306.788818
	Iteration 18Q: 3 clusters Score -1381052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -1381074.125000 Penalty: 3306.788818
	Iteration 19Q: 3 clusters Score -1381074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -1381090.000000 Penalty: 3306.788818
	Iteration 20F: 3 clusters Score -1381090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -1381105.875000 Penalty: 3306.788818
	Iteration 21Q: 3 clusters Score -1381106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -1381113.875000 Penalty: 3306.788818
	Iteration 22Q: 3 clusters Score -1381114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -1381115.125000 Penalty: 3306.788818
	Iteration 23Q: 3 clusters Score -1381115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -1381116.125000 Penalty: 3306.788818
	Iteration 24Q: 3 clusters Score -1381116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -1381116.500000 Penalty: 3306.788818
	Iteration 25Q: 3 clusters Score -1381116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -1381118.875000 Penalty: 3306.788818
	Iteration 26Q: 3 clusters Score -1381119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -1381123.250000 Penalty: 3306.788818
	Iteration 27Q: 3 clusters Score -1381123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -1381124.875000 Penalty: 3306.788818
	Iteration 28Q: 3 clusters Score -1381125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -1381128.250000 Penalty: 3306.788818
	Iteration 29Q: 3 clusters Score -1381128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -1381127.000000 Penalty: 3306.788818
	Iteration 30Q: 3 clusters Score -1381127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -1381128.125000 Penalty: 3306.788818
	Iteration 31Q: 3 clusters Score -1381128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -1381130.875000 Penalty: 3306.788818
	Iteration 32Q: 3 clusters Score -1381131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -1381131.500000 Penalty: 3306.788818
	Iteration 33Q: 3 clusters Score -1381132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -1381134.250000 Penalty: 3306.788818
	Iteration 34Q: 3 clusters Score -1381134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -1381138.375000 Penalty: 3306.788818
	Iteration 35Q: 3 clusters Score -1381138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -1381143.500000 Penalty: 3306.788818
	Iteration 36Q: 3 clusters Score -1381144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -1381149.250000 Penalty: 3306.788818
	Iteration 37Q: 3 clusters Score -1381149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -1381154.000000 Penalty: 3306.788818
	Iteration 38Q: 3 clusters Score -1381154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -1381154.000000 Penalty: 3306.788818
	Iteration 39Q: 3 clusters Score -1381154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -1381156.500000 Penalty: 3306.788818
	Iteration 40F: 3 clusters Score -1381156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Entering Unmasked Estep 
Score: -1236220.875000 Penalty: 1635.964722
	Iteration 0F: 2 clusters Score -1236221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1220168.875000 Penalty: 3271.929443
	Iteration 0F: 3 clusters Score -1220169 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1226042.625000 Penalty: 3271.929443
	Iteration 1F: 3 clusters Score -1226043 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1226415.625000 Penalty: 3271.929443
	Iteration 2Q: 3 clusters Score -1226416 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1226782.625000 Penalty: 3271.929443
	Iteration 3Q: 3 clusters Score -1226783 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1227212.750000 Penalty: 3271.929443
	Iteration 4Q: 3 clusters Score -1227213 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1227738.125000 Penalty: 3271.929443
	Iteration 5Q: 3 clusters Score -1227738 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1228399.875000 Penalty: 3271.929443
	Iteration 6Q: 3 clusters Score -1228400 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1229206.750000 Penalty: 3271.929443
	Iteration 7F: 3 clusters Score -1229207 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1230129.625000 Penalty: 3271.929443
	Iteration 8F: 3 clusters Score -1230130 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1231015.000000 Penalty: 3271.929443
	Iteration 9F: 3 clusters Score -1231015 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1231672.750000 Penalty: 3271.929443
	Iteration 10Q: 3 clusters Score -1231673 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1232107.125000 Penalty: 3271.929443
	Iteration 11Q: 3 clusters Score -1232107 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1232437.125000 Penalty: 3271.929443
	Iteration 12Q: 3 clusters Score -1232437 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1232703.125000 Penalty: 3271.929443
	Iteration 13Q: 3 clusters Score -1232703 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1232933.750000 Penalty: 3271.929443
	Iteration 14Q: 3 clusters Score -1232934 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1233165.625000 Penalty: 3271.929443
	Iteration 15Q: 3 clusters Score -1233166 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1233435.875000 Penalty: 3271.929443
	Iteration 16Q: 3 clusters Score -1233436 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1233706.000000 Penalty: 3271.929443
	Iteration 17Q: 3 clusters Score -1233706 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1233941.625000 Penalty: 3271.929443
	Iteration 18Q: 3 clusters Score -1233942 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1234144.000000 Penalty: 3271.929443
	Iteration 19Q: 3 clusters Score -1234144 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1234313.125000 Penalty: 3271.929443
	Iteration 20F: 3 clusters Score -1234313 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1234446.500000 Penalty: 3271.929443
	Iteration 21Q: 3 clusters Score -1234446 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1234574.250000 Penalty: 3271.929443
	Iteration 22Q: 3 clusters Score -1234574 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1234695.875000 Penalty: 3271.929443
	Iteration 23Q: 3 clusters Score -1234696 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1234796.125000 Penalty: 3271.929443
	Iteration 24Q: 3 clusters Score -1234796 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1234871.750000 Penalty: 3271.929443
	Iteration 25Q: 3 clusters Score -1234872 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1234927.750000 Penalty: 3271.929443
	Iteration 26Q: 3 clusters Score -1234928 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1234974.750000 Penalty: 3271.929443
	Iteration 27Q: 3 clusters Score -1234975 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1235006.375000 Penalty: 3271.929443
	Iteration 28Q: 3 clusters Score -1235006 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1235041.875000 Penalty: 3271.929443
	Iteration 29Q: 3 clusters Score -1235042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1235072.375000 Penalty: 3271.929443
	Iteration 30Q: 3 clusters Score -1235072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1235099.250000 Penalty: 3271.929443
	Iteration 31Q: 3 clusters Score -1235099 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1235118.375000 Penalty: 3271.929443
	Iteration 32Q: 3 clusters Score -1235118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1235132.500000 Penalty: 3271.929443
	Iteration 33Q: 3 clusters Score -1235132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1235145.000000 Penalty: 3271.929443
	Iteration 34Q: 3 clusters Score -1235145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1235157.500000 Penalty: 3271.929443
	Iteration 35Q: 3 clusters Score -1235158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1235166.875000 Penalty: 3271.929443
	Iteration 36Q: 3 clusters Score -1235167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1235174.000000 Penalty: 3271.929443
	Iteration 37Q: 3 clusters Score -1235174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1235181.750000 Penalty: 3271.929443
	Iteration 38Q: 3 clusters Score -1235182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1235185.875000 Penalty: 3271.929443
	Iteration 39Q: 3 clusters Score -1235186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1235198.500000 Penalty: 3271.929443
	Iteration 40F: 3 clusters Score -1235198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1235209.125000 Penalty: 3271.929443
	Iteration 41Q: 3 clusters Score -1235209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1235219.000000 Penalty: 3271.929443
	Iteration 42Q: 3 clusters Score -1235219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1235226.375000 Penalty: 3271.929443
	Iteration 43Q: 3 clusters Score -1235226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1235239.625000 Penalty: 3271.929443
	Iteration 44Q: 3 clusters Score -1235240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1235249.750000 Penalty: 3271.929443
	Iteration 45Q: 3 clusters Score -1235250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1235261.125000 Penalty: 3271.929443
	Iteration 46Q: 3 clusters Score -1235261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1235271.875000 Penalty: 3271.929443
	Iteration 47Q: 3 clusters Score -1235272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1235278.875000 Penalty: 3271.929443
	Iteration 48Q: 3 clusters Score -1235279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1235277.625000 Penalty: 3271.929443
	Iteration 49Q: 3 clusters Score -1235278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1235281.500000 Penalty: 3271.929443
	Iteration 50Q: 3 clusters Score -1235282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1235279.625000 Penalty: 3271.929443
	Iteration 51Q: 3 clusters Score -1235280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1235281.875000 Penalty: 3271.929443
	Iteration 52Q: 3 clusters Score -1235282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1235287.000000 Penalty: 3271.929443
	Iteration 53Q: 3 clusters Score -1235287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1235290.125000 Penalty: 3271.929443
	Iteration 54Q: 3 clusters Score -1235290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1235293.250000 Penalty: 3271.929443
	Iteration 55Q: 3 clusters Score -1235293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1235300.500000 Penalty: 3271.929443
	Iteration 56Q: 3 clusters Score -1235300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1235301.875000 Penalty: 3271.929443
	Iteration 57Q: 3 clusters Score -1235302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1235303.750000 Penalty: 3271.929443
	Iteration 58Q: 3 clusters Score -1235304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1235304.375000 Penalty: 3271.929443
	Iteration 59Q: 3 clusters Score -1235304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1235305.625000 Penalty: 3271.929443
	Iteration 60F: 3 clusters Score -1235306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Entering Unmasked Estep 
Score: -114007.945312 Penalty: 1248.777344
	Iteration 0F: 2 clusters Score -114007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -111815.312500 Penalty: 2497.554688
	Iteration 0F: 3 clusters Score -111815.3 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -112299.148438 Penalty: 2497.554688
	Iteration 1F: 3 clusters Score -112299.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -112399.765625 Penalty: 2497.554688
	Iteration 2F: 3 clusters Score -112399.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -112456.117188 Penalty: 2497.554688
	Iteration 3Q: 3 clusters Score -112456.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -112499.242188 Penalty: 2497.554688
	Iteration 4Q: 3 clusters Score -112499.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -112523.734375 Penalty: 2497.554688
	Iteration 5Q: 3 clusters Score -112523.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -112545.062500 Penalty: 2497.554688
	Iteration 6Q: 3 clusters Score -112545.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -112567.562500 Penalty: 2497.554688
	Iteration 7Q: 3 clusters Score -112567.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -112585.921875 Penalty: 2497.554688
	Iteration 8Q: 3 clusters Score -112585.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -112597.734375 Penalty: 2497.554688
	Iteration 9Q: 3 clusters Score -112597.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -112605.375000 Penalty: 2497.554688
	Iteration 10Q: 3 clusters Score -112605.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -112613.195312 Penalty: 2497.554688
	Iteration 11Q: 3 clusters Score -112613.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -112623.734375 Penalty: 2497.554688
	Iteration 12Q: 3 clusters Score -112623.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -112635.796875 Penalty: 2497.554688
	Iteration 13Q: 3 clusters Score -112635.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -112642.265625 Penalty: 2497.554688
	Iteration 14Q: 3 clusters Score -112642.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -112653.898438 Penalty: 2497.554688
	Iteration 15Q: 3 clusters Score -112653.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -112665.992188 Penalty: 2497.554688
	Iteration 16Q: 3 clusters Score -112666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -112673.898438 Penalty: 2497.554688
	Iteration 17Q: 3 clusters Score -112673.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -112680.523438 Penalty: 2497.554688
	Iteration 18Q: 3 clusters Score -112680.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -112687.250000 Penalty: 2497.554688
	Iteration 19Q: 3 clusters Score -112687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -112691.578125 Penalty: 2497.554688
	Iteration 20F: 3 clusters Score -112691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -112696.695312 Penalty: 2497.554688
	Iteration 21Q: 3 clusters Score -112696.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -112703.554688 Penalty: 2497.554688
	Iteration 22Q: 3 clusters Score -112703.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -112710.601562 Penalty: 2497.554688
	Iteration 23Q: 3 clusters Score -112710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -112715.046875 Penalty: 2497.554688
	Iteration 24Q: 3 clusters Score -112715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -112717.906250 Penalty: 2497.554688
	Iteration 25Q: 3 clusters Score -112717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -112722.304688 Penalty: 2497.554688
	Iteration 26Q: 3 clusters Score -112722.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -112726.750000 Penalty: 2497.554688
	Iteration 27Q: 3 clusters Score -112726.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -112735.343750 Penalty: 2497.554688
	Iteration 28Q: 3 clusters Score -112735.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -112740.562500 Penalty: 2497.554688
	Iteration 29Q: 3 clusters Score -112740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -112742.484375 Penalty: 2497.554688
	Iteration 30Q: 3 clusters Score -112742.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -112747.726562 Penalty: 2497.554688
	Iteration 31Q: 3 clusters Score -112747.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -112753.945312 Penalty: 2497.554688
	Iteration 32Q: 3 clusters Score -112753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -112757.125000 Penalty: 2497.554688
	Iteration 33Q: 3 clusters Score -112757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -112757.867188 Penalty: 2497.554688
	Iteration 34Q: 3 clusters Score -112757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -112758.515625 Penalty: 2497.554688
	Iteration 35Q: 3 clusters Score -112758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -112759.953125 Penalty: 2497.554688
	Iteration 36Q: 3 clusters Score -112760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -112761.132812 Penalty: 2497.554688
	Iteration 37Q: 3 clusters Score -112761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -112762.234375 Penalty: 2497.554688
	Iteration 38Q: 3 clusters Score -112762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -112762.234375 Penalty: 2497.554688
	Iteration 39F: 3 clusters Score -112762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Entering Unmasked Estep 
Score: -990788.875000 Penalty: 1597.602661
	Iteration 0F: 2 clusters Score -990788.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -977928.625000 Penalty: 3195.205322
	Iteration 0F: 3 clusters Score -977928.6 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -982612.750000 Penalty: 3195.205322
	Iteration 1F: 3 clusters Score -982612.8 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -982918.312500 Penalty: 3195.205322
	Iteration 2Q: 3 clusters Score -982918.3 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -983196.875000 Penalty: 3195.205322
	Iteration 3Q: 3 clusters Score -983196.9 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -983472.625000 Penalty: 3195.205322
	Iteration 4Q: 3 clusters Score -983472.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -983744.125000 Penalty: 3195.205322
	Iteration 5Q: 3 clusters Score -983744.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -984065.125000 Penalty: 3195.205322
	Iteration 6Q: 3 clusters Score -984065.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -984440.625000 Penalty: 3195.205322
	Iteration 7Q: 3 clusters Score -984440.6 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -984916.562500 Penalty: 3195.205322
	Iteration 8Q: 3 clusters Score -984916.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -985466.437500 Penalty: 3195.205322
	Iteration 9Q: 3 clusters Score -985466.4 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -986048.125000 Penalty: 3195.205322
	Iteration 10Q: 3 clusters Score -986048.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -986565.375000 Penalty: 3195.205322
	Iteration 11Q: 3 clusters Score -986565.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -986939.250000 Penalty: 3195.205322
	Iteration 12Q: 3 clusters Score -986939.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -987145.812500 Penalty: 3195.205322
	Iteration 13Q: 3 clusters Score -987145.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -987262.937500 Penalty: 3195.205322
	Iteration 14Q: 3 clusters Score -987262.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -987357.562500 Penalty: 3195.205322
	Iteration 15Q: 3 clusters Score -987357.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -987435.500000 Penalty: 3195.205322
	Iteration 16Q: 3 clusters Score -987435.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -987489.375000 Penalty: 3195.205322
	Iteration 17Q: 3 clusters Score -987489.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -987524.250000 Penalty: 3195.205322
	Iteration 18Q: 3 clusters Score -987524.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -987554.375000 Penalty: 3195.205322
	Iteration 19Q: 3 clusters Score -987554.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -987594.250000 Penalty: 3195.205322
	Iteration 20F: 3 clusters Score -987594.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -987639.000000 Penalty: 3195.205322
	Iteration 21Q: 3 clusters Score -987639 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -987672.687500 Penalty: 3195.205322
	Iteration 22Q: 3 clusters Score -987672.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -987708.000000 Penalty: 3195.205322
	Iteration 23Q: 3 clusters Score -987708 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -987748.125000 Penalty: 3195.205322
	Iteration 24Q: 3 clusters Score -987748.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -987799.062500 Penalty: 3195.205322
	Iteration 25Q: 3 clusters Score -987799.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -987841.437500 Penalty: 3195.205322
	Iteration 26Q: 3 clusters Score -987841.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -987874.875000 Penalty: 3195.205322
	Iteration 27Q: 3 clusters Score -987874.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -987900.375000 Penalty: 3195.205322
	Iteration 28Q: 3 clusters Score -987900.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -987918.750000 Penalty: 3195.205322
	Iteration 29Q: 3 clusters Score -987918.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -987938.812500 Penalty: 3195.205322
	Iteration 30Q: 3 clusters Score -987938.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -987955.875000 Penalty: 3195.205322
	Iteration 31Q: 3 clusters Score -987955.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -987967.937500 Penalty: 3195.205322
	Iteration 32Q: 3 clusters Score -987967.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -987980.375000 Penalty: 3195.205322
	Iteration 33Q: 3 clusters Score -987980.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -987988.562500 Penalty: 3195.205322
	Iteration 34Q: 3 clusters Score -987988.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -987999.187500 Penalty: 3195.205322
	Iteration 35Q: 3 clusters Score -987999.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -988014.250000 Penalty: 3195.205322
	Iteration 36Q: 3 clusters Score -988014.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -988026.812500 Penalty: 3195.205322
	Iteration 37Q: 3 clusters Score -988026.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -988053.250000 Penalty: 3195.205322
	Iteration 38Q: 3 clusters Score -988053.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -988075.562500 Penalty: 3195.205322
	Iteration 39Q: 3 clusters Score -988075.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -988097.000000 Penalty: 3195.205322
	Iteration 40F: 3 clusters Score -988097 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -988121.437500 Penalty: 3195.205322
	Iteration 41Q: 3 clusters Score -988121.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -988146.000000 Penalty: 3195.205322
	Iteration 42Q: 3 clusters Score -988146 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -988170.625000 Penalty: 3195.205322
	Iteration 43Q: 3 clusters Score -988170.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -988192.437500 Penalty: 3195.205322
	Iteration 44Q: 3 clusters Score -988192.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -988218.437500 Penalty: 3195.205322
	Iteration 45Q: 3 clusters Score -988218.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -988238.562500 Penalty: 3195.205322
	Iteration 46Q: 3 clusters Score -988238.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -988262.375000 Penalty: 3195.205322
	Iteration 47Q: 3 clusters Score -988262.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -988287.000000 Penalty: 3195.205322
	Iteration 48Q: 3 clusters Score -988287 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -988312.062500 Penalty: 3195.205322
	Iteration 49Q: 3 clusters Score -988312.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -988337.375000 Penalty: 3195.205322
	Iteration 50Q: 3 clusters Score -988337.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -988359.375000 Penalty: 3195.205322
	Iteration 51Q: 3 clusters Score -988359.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -988389.375000 Penalty: 3195.205322
	Iteration 52Q: 3 clusters Score -988389.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -988414.812500 Penalty: 3195.205322
	Iteration 53Q: 3 clusters Score -988414.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -988447.000000 Penalty: 3195.205322
	Iteration 54Q: 3 clusters Score -988447 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -988482.750000 Penalty: 3195.205322
	Iteration 55Q: 3 clusters Score -988482.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -988517.500000 Penalty: 3195.205322
	Iteration 56Q: 3 clusters Score -988517.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -988557.625000 Penalty: 3195.205322
	Iteration 57Q: 3 clusters Score -988557.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -988592.875000 Penalty: 3195.205322
	Iteration 58Q: 3 clusters Score -988592.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -988632.437500 Penalty: 3195.205322
	Iteration 59Q: 3 clusters Score -988632.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -988669.750000 Penalty: 3195.205322
	Iteration 60F: 3 clusters Score -988669.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -988711.437500 Penalty: 3195.205322
	Iteration 61Q: 3 clusters Score -988711.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -988745.687500 Penalty: 3195.205322
	Iteration 62Q: 3 clusters Score -988745.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -988785.562500 Penalty: 3195.205322
	Iteration 63Q: 3 clusters Score -988785.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -988830.500000 Penalty: 3195.205322
	Iteration 64Q: 3 clusters Score -988830.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -988870.312500 Penalty: 3195.205322
	Iteration 65Q: 3 clusters Score -988870.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -988913.750000 Penalty: 3195.205322
	Iteration 66Q: 3 clusters Score -988913.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -988952.875000 Penalty: 3195.205322
	Iteration 67Q: 3 clusters Score -988952.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -988989.812500 Penalty: 3195.205322
	Iteration 68Q: 3 clusters Score -988989.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -989025.062500 Penalty: 3195.205322
	Iteration 69Q: 3 clusters Score -989025.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -989066.000000 Penalty: 3195.205322
	Iteration 70Q: 3 clusters Score -989066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -989109.187500 Penalty: 3195.205322
	Iteration 71Q: 3 clusters Score -989109.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -989150.812500 Penalty: 3195.205322
	Iteration 72Q: 3 clusters Score -989150.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -989178.125000 Penalty: 3195.205322
	Iteration 73Q: 3 clusters Score -989178.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -989208.562500 Penalty: 3195.205322
	Iteration 74Q: 3 clusters Score -989208.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -989227.500000 Penalty: 3195.205322
	Iteration 75Q: 3 clusters Score -989227.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -989252.062500 Penalty: 3195.205322
	Iteration 76Q: 3 clusters Score -989252.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -989266.812500 Penalty: 3195.205322
	Iteration 77Q: 3 clusters Score -989266.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -989281.375000 Penalty: 3195.205322
	Iteration 78Q: 3 clusters Score -989281.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -989288.312500 Penalty: 3195.205322
	Iteration 79Q: 3 clusters Score -989288.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -989303.062500 Penalty: 3195.205322
	Iteration 80F: 3 clusters Score -989303.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -989318.562500 Penalty: 3195.205322
	Iteration 81Q: 3 clusters Score -989318.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -989334.500000 Penalty: 3195.205322
	Iteration 82Q: 3 clusters Score -989334.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -989349.187500 Penalty: 3195.205322
	Iteration 83Q: 3 clusters Score -989349.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -989359.375000 Penalty: 3195.205322
	Iteration 84Q: 3 clusters Score -989359.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -989371.000000 Penalty: 3195.205322
	Iteration 85Q: 3 clusters Score -989371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -989379.187500 Penalty: 3195.205322
	Iteration 86Q: 3 clusters Score -989379.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -989385.250000 Penalty: 3195.205322
	Iteration 87Q: 3 clusters Score -989385.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -989389.375000 Penalty: 3195.205322
	Iteration 88Q: 3 clusters Score -989389.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -989391.125000 Penalty: 3195.205322
	Iteration 89Q: 3 clusters Score -989391.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -989394.875000 Penalty: 3195.205322
	Iteration 90Q: 3 clusters Score -989394.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -989401.875000 Penalty: 3195.205322
	Iteration 91Q: 3 clusters Score -989401.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -989412.250000 Penalty: 3195.205322
	Iteration 92Q: 3 clusters Score -989412.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -989425.062500 Penalty: 3195.205322
	Iteration 93Q: 3 clusters Score -989425.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -989429.812500 Penalty: 3195.205322
	Iteration 94Q: 3 clusters Score -989429.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -989436.000000 Penalty: 3195.205322
	Iteration 95Q: 3 clusters Score -989436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -989437.187500 Penalty: 3195.205322
	Iteration 96Q: 3 clusters Score -989437.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -989441.000000 Penalty: 3195.205322
	Iteration 97Q: 3 clusters Score -989441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -989444.187500 Penalty: 3195.205322
	Iteration 98Q: 3 clusters Score -989444.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -989449.437500 Penalty: 3195.205322
	Iteration 99Q: 3 clusters Score -989449.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -989451.500000 Penalty: 3195.205322
	Iteration 100F: 3 clusters Score -989451.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -989452.125000 Penalty: 3195.205322
	Iteration 101Q: 3 clusters Score -989452.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -989453.937500 Penalty: 3195.205322
	Iteration 102Q: 3 clusters Score -989453.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -989458.250000 Penalty: 3195.205322
	Iteration 103Q: 3 clusters Score -989458.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -989461.875000 Penalty: 3195.205322
	Iteration 104Q: 3 clusters Score -989461.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -989468.437500 Penalty: 3195.205322
	Iteration 105Q: 3 clusters Score -989468.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -989470.125000 Penalty: 3195.205322
	Iteration 106Q: 3 clusters Score -989470.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -989471.812500 Penalty: 3195.205322
	Iteration 107Q: 3 clusters Score -989471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -989474.625000 Penalty: 3195.205322
	Iteration 108Q: 3 clusters Score -989474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -989476.375000 Penalty: 3195.205322
	Iteration 109Q: 3 clusters Score -989476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -989476.000000 Penalty: 3195.205322
	Iteration 110Q: 3 clusters Score -989476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -989477.687500 Penalty: 3195.205322
	Iteration 111Q: 3 clusters Score -989477.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -989478.062500 Penalty: 3195.205322
	Iteration 112Q: 3 clusters Score -989478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -989479.437500 Penalty: 3195.205322
	Iteration 113Q: 3 clusters Score -989479.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -989479.437500 Penalty: 3195.205322
	Iteration 114F: 3 clusters Score -989479.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Entering Unmasked Estep 
Score: -499970.625000 Penalty: 1501.483643
	Iteration 0F: 2 clusters Score -499970.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -492561.812500 Penalty: 3002.967285
	Iteration 0F: 3 clusters Score -492561.8 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -495523.750000 Penalty: 3002.967285
	Iteration 1F: 3 clusters Score -495523.8 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -496808.281250 Penalty: 3002.967285
	Iteration 2F: 3 clusters Score -496808.3 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -498356.093750 Penalty: 3002.967285
	Iteration 3F: 3 clusters Score -498356.1 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -499659.062500 Penalty: 3002.967285
	Iteration 4F: 3 clusters Score -499659.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -500285.906250 Penalty: 3002.967285
	Iteration 5F: 3 clusters Score -500285.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -500491.250000 Penalty: 3002.967285
	Iteration 6Q: 3 clusters Score -500491.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -500543.750000 Penalty: 3002.967285
	Iteration 7Q: 3 clusters Score -500543.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -500560.593750 Penalty: 3002.967285
	Iteration 8Q: 3 clusters Score -500560.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -500567.718750 Penalty: 3002.967285
	Iteration 9Q: 3 clusters Score -500567.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -500573.312500 Penalty: 3002.967285
	Iteration 10Q: 3 clusters Score -500573.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -500574.781250 Penalty: 3002.967285
	Iteration 11Q: 3 clusters Score -500574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -500575.093750 Penalty: 3002.967285
	Iteration 12Q: 3 clusters Score -500575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -500576.843750 Penalty: 3002.967285
	Iteration 13Q: 3 clusters Score -500576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -500577.250000 Penalty: 3002.967285
	Iteration 14Q: 3 clusters Score -500577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -500577.343750 Penalty: 3002.967285
	Iteration 15Q: 3 clusters Score -500577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -500577.343750 Penalty: 3002.967285
	Iteration 16F: 3 clusters Score -500577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1856 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 7 contains 60837 members 
Mstep: Class 8 contains 7223 members 
Mstep: Class 9 contains 47324 members 
Mstep: Class 10 contains 92562 members 
Mstep: Class 13 contains 26232 members 
Mstep: Class 14 contains 23564 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 18 contains 18609 members 
Mstep: Class 19 contains 8444 members 
Mstep: Class 20 contains 2327 members 
Entering Unmasked Estep 
Score: -20832810.000000 Penalty: 27336.611328
Splitting cluster 19 changes total score from -20832846.000000 to -20832810.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -122270.312500 Penalty: 1259.754395
	Iteration 0F: 2 clusters Score -122270.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -119951.820312 Penalty: 2519.508789
	Iteration 0F: 3 clusters Score -119951.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -120447.757812 Penalty: 2519.508789
	Iteration 1F: 3 clusters Score -120447.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -120529.414062 Penalty: 2519.508789
	Iteration 2F: 3 clusters Score -120529.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -120583.921875 Penalty: 2519.508789
	Iteration 3Q: 3 clusters Score -120583.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -120611.210938 Penalty: 2519.508789
	Iteration 4Q: 3 clusters Score -120611.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -120642.906250 Penalty: 2519.508789
	Iteration 5Q: 3 clusters Score -120642.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -120671.617188 Penalty: 2519.508789
	Iteration 6Q: 3 clusters Score -120671.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -120695.679688 Penalty: 2519.508789
	Iteration 7Q: 3 clusters Score -120695.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -120721.125000 Penalty: 2519.508789
	Iteration 8Q: 3 clusters Score -120721.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -120744.914062 Penalty: 2519.508789
	Iteration 9Q: 3 clusters Score -120744.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -120763.625000 Penalty: 2519.508789
	Iteration 10Q: 3 clusters Score -120763.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -120779.289062 Penalty: 2519.508789
	Iteration 11Q: 3 clusters Score -120779.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -120792.367188 Penalty: 2519.508789
	Iteration 12Q: 3 clusters Score -120792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -120804.843750 Penalty: 2519.508789
	Iteration 13Q: 3 clusters Score -120804.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -120812.406250 Penalty: 2519.508789
	Iteration 14Q: 3 clusters Score -120812.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -120818.375000 Penalty: 2519.508789
	Iteration 15Q: 3 clusters Score -120818.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -120823.023438 Penalty: 2519.508789
	Iteration 16Q: 3 clusters Score -120823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -120826.078125 Penalty: 2519.508789
	Iteration 17Q: 3 clusters Score -120826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -120831.085938 Penalty: 2519.508789
	Iteration 18Q: 3 clusters Score -120831.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -120835.101562 Penalty: 2519.508789
	Iteration 19Q: 3 clusters Score -120835.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -120842.507812 Penalty: 2519.508789
	Iteration 20F: 3 clusters Score -120842.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -120851.695312 Penalty: 2519.508789
	Iteration 21Q: 3 clusters Score -120851.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -120858.203125 Penalty: 2519.508789
	Iteration 22Q: 3 clusters Score -120858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -120865.070312 Penalty: 2519.508789
	Iteration 23Q: 3 clusters Score -120865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -120869.218750 Penalty: 2519.508789
	Iteration 24Q: 3 clusters Score -120869.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -120872.812500 Penalty: 2519.508789
	Iteration 25Q: 3 clusters Score -120872.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -120875.687500 Penalty: 2519.508789
	Iteration 26Q: 3 clusters Score -120875.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -120878.976562 Penalty: 2519.508789
	Iteration 27Q: 3 clusters Score -120879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -120883.195312 Penalty: 2519.508789
	Iteration 28Q: 3 clusters Score -120883.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -120888.218750 Penalty: 2519.508789
	Iteration 29Q: 3 clusters Score -120888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -120892.796875 Penalty: 2519.508789
	Iteration 30Q: 3 clusters Score -120892.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -120897.843750 Penalty: 2519.508789
	Iteration 31Q: 3 clusters Score -120897.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -120901.765625 Penalty: 2519.508789
	Iteration 32Q: 3 clusters Score -120901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -120904.546875 Penalty: 2519.508789
	Iteration 33Q: 3 clusters Score -120904.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -120908.468750 Penalty: 2519.508789
	Iteration 34Q: 3 clusters Score -120908.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -120915.070312 Penalty: 2519.508789
	Iteration 35Q: 3 clusters Score -120915.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -120919.156250 Penalty: 2519.508789
	Iteration 36Q: 3 clusters Score -120919.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -120922.367188 Penalty: 2519.508789
	Iteration 37Q: 3 clusters Score -120922.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -120927.820312 Penalty: 2519.508789
	Iteration 38Q: 3 clusters Score -120927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -120930.695312 Penalty: 2519.508789
	Iteration 39Q: 3 clusters Score -120930.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -120933.632812 Penalty: 2519.508789
	Iteration 40F: 3 clusters Score -120933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -120936.218750 Penalty: 2519.508789
	Iteration 41Q: 3 clusters Score -120936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -120938.648438 Penalty: 2519.508789
	Iteration 42Q: 3 clusters Score -120938.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -120940.570312 Penalty: 2519.508789
	Iteration 43Q: 3 clusters Score -120940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -120942.320312 Penalty: 2519.508789
	Iteration 44Q: 3 clusters Score -120942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -120943.000000 Penalty: 2519.508789
	Iteration 45Q: 3 clusters Score -120943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -120943.828125 Penalty: 2519.508789
	Iteration 46Q: 3 clusters Score -120943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -120944.578125 Penalty: 2519.508789
	Iteration 47Q: 3 clusters Score -120944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -120945.476562 Penalty: 2519.508789
	Iteration 48Q: 3 clusters Score -120945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -120946.250000 Penalty: 2519.508789
	Iteration 49Q: 3 clusters Score -120946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -120947.921875 Penalty: 2519.508789
	Iteration 50Q: 3 clusters Score -120947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -120949.937500 Penalty: 2519.508789
	Iteration 51Q: 3 clusters Score -120949.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -120951.812500 Penalty: 2519.508789
	Iteration 52Q: 3 clusters Score -120951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -120952.531250 Penalty: 2519.508789
	Iteration 53Q: 3 clusters Score -120952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -120953.312500 Penalty: 2519.508789
	Iteration 54Q: 3 clusters Score -120953.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -120954.703125 Penalty: 2519.508789
	Iteration 55Q: 3 clusters Score -120954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -120956.976562 Penalty: 2519.508789
	Iteration 56Q: 3 clusters Score -120957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -120959.757812 Penalty: 2519.508789
	Iteration 57Q: 3 clusters Score -120959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -120963.765625 Penalty: 2519.508789
	Iteration 58Q: 3 clusters Score -120963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -120968.296875 Penalty: 2519.508789
	Iteration 59Q: 3 clusters Score -120968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120971.070312 Penalty: 2519.508789
	Iteration 60F: 3 clusters Score -120971.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -120974.015625 Penalty: 2519.508789
	Iteration 61Q: 3 clusters Score -120974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -120977.890625 Penalty: 2519.508789
	Iteration 62Q: 3 clusters Score -120977.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -120981.367188 Penalty: 2519.508789
	Iteration 63Q: 3 clusters Score -120981.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120984.312500 Penalty: 2519.508789
	Iteration 64Q: 3 clusters Score -120984.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120989.507812 Penalty: 2519.508789
	Iteration 65Q: 3 clusters Score -120989.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -120993.328125 Penalty: 2519.508789
	Iteration 66Q: 3 clusters Score -120993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -120996.101562 Penalty: 2519.508789
	Iteration 67Q: 3 clusters Score -120996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -120998.328125 Penalty: 2519.508789
	Iteration 68Q: 3 clusters Score -120998.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -120999.859375 Penalty: 2519.508789
	Iteration 69Q: 3 clusters Score -120999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -121004.429688 Penalty: 2519.508789
	Iteration 70Q: 3 clusters Score -121004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -121008.101562 Penalty: 2519.508789
	Iteration 71Q: 3 clusters Score -121008.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -121011.796875 Penalty: 2519.508789
	Iteration 72Q: 3 clusters Score -121011.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -121016.296875 Penalty: 2519.508789
	Iteration 73Q: 3 clusters Score -121016.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -121021.031250 Penalty: 2519.508789
	Iteration 74Q: 3 clusters Score -121021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -121024.578125 Penalty: 2519.508789
	Iteration 75Q: 3 clusters Score -121024.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -121031.156250 Penalty: 2519.508789
	Iteration 76Q: 3 clusters Score -121031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -121033.781250 Penalty: 2519.508789
	Iteration 77Q: 3 clusters Score -121033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -121034.601562 Penalty: 2519.508789
	Iteration 78Q: 3 clusters Score -121034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121036.945312 Penalty: 2519.508789
	Iteration 79Q: 3 clusters Score -121036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -121040.242188 Penalty: 2519.508789
	Iteration 80F: 3 clusters Score -121040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -121042.125000 Penalty: 2519.508789
	Iteration 81Q: 3 clusters Score -121042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -121043.867188 Penalty: 2519.508789
	Iteration 82Q: 3 clusters Score -121043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -121045.406250 Penalty: 2519.508789
	Iteration 83Q: 3 clusters Score -121045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121046.648438 Penalty: 2519.508789
	Iteration 84Q: 3 clusters Score -121046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -121047.734375 Penalty: 2519.508789
	Iteration 85Q: 3 clusters Score -121047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121048.156250 Penalty: 2519.508789
	Iteration 86Q: 3 clusters Score -121048.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
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	Iteration 87F: 3 clusters Score -121048.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 5 contains 109669 members 
Mstep: Class 7 contains 60837 members 
Mstep: Class 8 contains 7223 members 
Mstep: Class 9 contains 47324 members 
Mstep: Class 10 contains 92562 members 
Mstep: Class 13 contains 26232 members 
Mstep: Class 14 contains 23564 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 18 contains 18609 members 
Mstep: Class 19 contains 10300 members 
Mstep: Class 20 contains 2327 members 
Entering Unmasked Estep 
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Iteration 159Q: 13 clusters Score -2.083283e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 5 contains 109764 members 
Mstep: Class 7 contains 60822 members 
Mstep: Class 8 contains 7219 members 
Mstep: Class 9 contains 47312 members 
Mstep: Class 10 contains 92533 members 
Mstep: Class 13 contains 26219 members 
Mstep: Class 14 contains 23559 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 18 contains 18608 members 
Mstep: Class 19 contains 10301 members 
Mstep: Class 20 contains 2329 members 
Entering Unmasked Estep 
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Iteration 160F: 13 clusters Score -2.083283e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 5 contains 109877 members 
Mstep: Class 7 contains 60805 members 
Mstep: Class 8 contains 7215 members 
Mstep: Class 9 contains 47295 members 
Mstep: Class 10 contains 92494 members 
Mstep: Class 13 contains 26209 members 
Mstep: Class 14 contains 23548 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 18 contains 18608 members 
Mstep: Class 19 contains 10298 members 
Mstep: Class 20 contains 2330 members 
Entering Unmasked Estep 
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Iteration 161Q: 13 clusters Score -2.083285e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 5 contains 109977 members 
Mstep: Class 7 contains 60790 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 47286 members 
Mstep: Class 10 contains 92459 members 
Mstep: Class 13 contains 26197 members 
Mstep: Class 14 contains 23543 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 18 contains 18601 members 
Mstep: Class 19 contains 10298 members 
Mstep: Class 20 contains 2331 members 
Entering Unmasked Estep 
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Iteration 162Q: 13 clusters Score -2.083282e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 5 contains 110064 members 
Mstep: Class 7 contains 60777 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 47285 members 
Mstep: Class 10 contains 92424 members 
Mstep: Class 13 contains 26190 members 
Mstep: Class 14 contains 23537 members 
Mstep: Class 15 contains 2154 members 
Mstep: Class 18 contains 18597 members 
Mstep: Class 19 contains 10296 members 
Mstep: Class 20 contains 2333 members 
Entering Unmasked Estep 
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Iteration 163Q: 13 clusters Score -2.083282e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 5 contains 110162 members 
Mstep: Class 7 contains 60756 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 47279 members 
Mstep: Class 10 contains 92394 members 
Mstep: Class 13 contains 26183 members 
Mstep: Class 14 contains 23526 members 
Mstep: Class 15 contains 2154 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 10292 members 
Mstep: Class 20 contains 2338 members 
Entering Unmasked Estep 
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Iteration 164Q: 13 clusters Score -2.083281e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 5 contains 110278 members 
Mstep: Class 7 contains 60743 members 
Mstep: Class 8 contains 7209 members 
Mstep: Class 9 contains 47270 members 
Mstep: Class 10 contains 92349 members 
Mstep: Class 13 contains 26173 members 
Mstep: Class 14 contains 23516 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 10294 members 
Mstep: Class 20 contains 2343 members 
Entering Unmasked Estep 
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Iteration 165Q: 13 clusters Score -2.083283e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 5 contains 110367 members 
Mstep: Class 7 contains 60729 members 
Mstep: Class 8 contains 7206 members 
Mstep: Class 9 contains 47262 members 
Mstep: Class 10 contains 92320 members 
Mstep: Class 13 contains 26163 members 
Mstep: Class 14 contains 23506 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 18 contains 18574 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 2348 members 
Entering Unmasked Estep 
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Iteration 166Q: 13 clusters Score -2.083285e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 5 contains 110453 members 
Mstep: Class 7 contains 60719 members 
Mstep: Class 8 contains 7203 members 
Mstep: Class 9 contains 47253 members 
Mstep: Class 10 contains 92291 members 
Mstep: Class 13 contains 26153 members 
Mstep: Class 14 contains 23497 members 
Mstep: Class 15 contains 2128 members 
Mstep: Class 18 contains 18574 members 
Mstep: Class 19 contains 10296 members 
Mstep: Class 20 contains 2353 members 
Entering Unmasked Estep 
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Iteration 167Q: 13 clusters Score -2.083288e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 5 contains 110546 members 
Mstep: Class 7 contains 60712 members 
Mstep: Class 8 contains 7199 members 
Mstep: Class 9 contains 47241 members 
Mstep: Class 10 contains 92265 members 
Mstep: Class 13 contains 26138 members 
Mstep: Class 14 contains 23488 members 
Mstep: Class 15 contains 2121 members 
Mstep: Class 18 contains 18571 members 
Mstep: Class 19 contains 10299 members 
Mstep: Class 20 contains 2356 members 
Entering Unmasked Estep 
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Iteration 168Q: 13 clusters Score -2.083288e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 5 contains 110644 members 
Mstep: Class 7 contains 60700 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 47227 members 
Mstep: Class 10 contains 92237 members 
Mstep: Class 13 contains 26127 members 
Mstep: Class 14 contains 23476 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 18 contains 18570 members 
Mstep: Class 19 contains 10301 members 
Mstep: Class 20 contains 2357 members 
Entering Unmasked Estep 
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Iteration 169Q: 13 clusters Score -2.083288e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 5 contains 110732 members 
Mstep: Class 7 contains 60693 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 47223 members 
Mstep: Class 10 contains 92207 members 
Mstep: Class 13 contains 26121 members 
Mstep: Class 14 contains 23465 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 10301 members 
Mstep: Class 20 contains 2357 members 
Entering Unmasked Estep 
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Iteration 170Q: 13 clusters Score -2.083289e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 5 contains 110824 members 
Mstep: Class 7 contains 60684 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 47211 members 
Mstep: Class 10 contains 92178 members 
Mstep: Class 13 contains 26115 members 
Mstep: Class 14 contains 23454 members 
Mstep: Class 15 contains 2099 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 10299 members 
Mstep: Class 20 contains 2355 members 
Entering Unmasked Estep 
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Iteration 171Q: 13 clusters Score -2.083288e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 5 contains 110920 members 
Mstep: Class 7 contains 60670 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 47200 members 
Mstep: Class 10 contains 92140 members 
Mstep: Class 13 contains 26105 members 
Mstep: Class 14 contains 23447 members 
Mstep: Class 15 contains 2098 members 
Mstep: Class 18 contains 18555 members 
Mstep: Class 19 contains 10299 members 
Mstep: Class 20 contains 2354 members 
Entering Unmasked Estep 
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Iteration 172Q: 13 clusters Score -2.08329e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 5 contains 111016 members 
Mstep: Class 7 contains 60659 members 
Mstep: Class 8 contains 7187 members 
Mstep: Class 9 contains 47188 members 
Mstep: Class 10 contains 92109 members 
Mstep: Class 13 contains 26093 members 
Mstep: Class 14 contains 23435 members 
Mstep: Class 15 contains 2095 members 
Mstep: Class 18 contains 18552 members 
Mstep: Class 19 contains 10299 members 
Mstep: Class 20 contains 2354 members 
Entering Unmasked Estep 
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Iteration 173Q: 13 clusters Score -2.083287e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 5 contains 111116 members 
Mstep: Class 7 contains 60637 members 
Mstep: Class 8 contains 7186 members 
Mstep: Class 9 contains 47178 members 
Mstep: Class 10 contains 92081 members 
Mstep: Class 13 contains 26078 members 
Mstep: Class 14 contains 23428 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 18 contains 18550 members 
Mstep: Class 19 contains 10301 members 
Mstep: Class 20 contains 2354 members 
Entering Unmasked Estep 
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Iteration 174Q: 13 clusters Score -2.083289e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 5 contains 111218 members 
Mstep: Class 7 contains 60619 members 
Mstep: Class 8 contains 7182 members 
Mstep: Class 9 contains 47167 members 
Mstep: Class 10 contains 92052 members 
Mstep: Class 13 contains 26065 members 
Mstep: Class 14 contains 23420 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 18 contains 18547 members 
Mstep: Class 19 contains 10300 members 
Mstep: Class 20 contains 2355 members 
Entering Unmasked Estep 
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Iteration 175Q: 13 clusters Score -2.083291e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 5 contains 111323 members 
Mstep: Class 7 contains 60596 members 
Mstep: Class 8 contains 7177 members 
Mstep: Class 9 contains 47158 members 
Mstep: Class 10 contains 92024 members 
Mstep: Class 13 contains 26055 members 
Mstep: Class 14 contains 23411 members 
Mstep: Class 15 contains 2076 members 
Mstep: Class 18 contains 18546 members 
Mstep: Class 19 contains 10300 members 
Mstep: Class 20 contains 2356 members 
Entering Unmasked Estep 
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Iteration 176Q: 13 clusters Score -2.083293e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 5 contains 111464 members 
Mstep: Class 7 contains 60575 members 
Mstep: Class 8 contains 7171 members 
Mstep: Class 9 contains 47146 members 
Mstep: Class 10 contains 91988 members 
Mstep: Class 13 contains 26034 members 
Mstep: Class 14 contains 23395 members 
Mstep: Class 15 contains 2065 members 
Mstep: Class 18 contains 18541 members 
Mstep: Class 19 contains 10300 members 
Mstep: Class 20 contains 2357 members 
Entering Unmasked Estep 
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Iteration 177Q: 13 clusters Score -2.083292e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 5 contains 111601 members 
Mstep: Class 7 contains 60563 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 47134 members 
Mstep: Class 10 contains 91945 members 
Mstep: Class 13 contains 26011 members 
Mstep: Class 14 contains 23382 members 
Mstep: Class 15 contains 2060 members 
Mstep: Class 18 contains 18536 members 
Mstep: Class 19 contains 10299 members 
Mstep: Class 20 contains 2357 members 
Entering Unmasked Estep 
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Iteration 178Q: 13 clusters Score -2.083292e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 5 contains 111737 members 
Mstep: Class 7 contains 60548 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 47124 members 
Mstep: Class 10 contains 91906 members 
Mstep: Class 13 contains 25989 members 
Mstep: Class 14 contains 23373 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 18 contains 18530 members 
Mstep: Class 19 contains 10297 members 
Mstep: Class 20 contains 2357 members 
Entering Unmasked Estep 
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Iteration 179Q: 13 clusters Score -2.083288e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 5 contains 111862 members 
Mstep: Class 7 contains 60534 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 47117 members 
Mstep: Class 10 contains 91871 members 
Mstep: Class 13 contains 25960 members 
Mstep: Class 14 contains 23360 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 18 contains 18525 members 
Mstep: Class 19 contains 10296 members 
Mstep: Class 20 contains 2358 members 
Entering Unmasked Estep 
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Iteration 180F: 13 clusters Score -2.083289e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 5 contains 111964 members 
Mstep: Class 7 contains 60525 members 
Mstep: Class 8 contains 7145 members 
Mstep: Class 9 contains 47104 members 
Mstep: Class 10 contains 91842 members 
Mstep: Class 13 contains 25939 members 
Mstep: Class 14 contains 23347 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 18 contains 18517 members 
Mstep: Class 19 contains 10297 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 181Q: 13 clusters Score -2.083294e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 5 contains 112068 members 
Mstep: Class 7 contains 60512 members 
Mstep: Class 8 contains 7142 members 
Mstep: Class 9 contains 47093 members 
Mstep: Class 10 contains 91815 members 
Mstep: Class 13 contains 25919 members 
Mstep: Class 14 contains 23334 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 18 contains 18508 members 
Mstep: Class 19 contains 10297 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 182Q: 13 clusters Score -2.083292e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 5 contains 112158 members 
Mstep: Class 7 contains 60507 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 47083 members 
Mstep: Class 10 contains 91789 members 
Mstep: Class 13 contains 25908 members 
Mstep: Class 14 contains 23321 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 18 contains 18503 members 
Mstep: Class 19 contains 10297 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 183Q: 13 clusters Score -2.083296e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 5 contains 112247 members 
Mstep: Class 7 contains 60501 members 
Mstep: Class 8 contains 7132 members 
Mstep: Class 9 contains 47070 members 
Mstep: Class 10 contains 91760 members 
Mstep: Class 13 contains 25899 members 
Mstep: Class 14 contains 23312 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 18 contains 18499 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 184Q: 13 clusters Score -2.083296e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 5 contains 112340 members 
Mstep: Class 7 contains 60495 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 47061 members 
Mstep: Class 10 contains 91729 members 
Mstep: Class 13 contains 25888 members 
Mstep: Class 14 contains 23299 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 18 contains 18495 members 
Mstep: Class 19 contains 10293 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 185Q: 13 clusters Score -2.083296e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 5 contains 112436 members 
Mstep: Class 7 contains 60488 members 
Mstep: Class 8 contains 7120 members 
Mstep: Class 9 contains 47050 members 
Mstep: Class 10 contains 91698 members 
Mstep: Class 13 contains 25882 members 
Mstep: Class 14 contains 23295 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 18 contains 18490 members 
Mstep: Class 19 contains 10291 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 186Q: 13 clusters Score -2.083298e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 5 contains 112518 members 
Mstep: Class 7 contains 60486 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 47045 members 
Mstep: Class 10 contains 91666 members 
Mstep: Class 13 contains 25873 members 
Mstep: Class 14 contains 23288 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 18 contains 18483 members 
Mstep: Class 19 contains 10292 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 187Q: 13 clusters Score -2.083295e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 5 contains 112605 members 
Mstep: Class 7 contains 60483 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 47035 members 
Mstep: Class 10 contains 91631 members 
Mstep: Class 13 contains 25863 members 
Mstep: Class 14 contains 23285 members 
Mstep: Class 15 contains 2010 members 
Mstep: Class 18 contains 18481 members 
Mstep: Class 19 contains 10292 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 188Q: 13 clusters Score -2.083296e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 5 contains 112690 members 
Mstep: Class 7 contains 60467 members 
Mstep: Class 8 contains 7108 members 
Mstep: Class 9 contains 47029 members 
Mstep: Class 10 contains 91607 members 
Mstep: Class 13 contains 25860 members 
Mstep: Class 14 contains 23276 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 18 contains 18477 members 
Mstep: Class 19 contains 10292 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 189Q: 13 clusters Score -2.083296e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 5 contains 112786 members 
Mstep: Class 7 contains 60458 members 
Mstep: Class 8 contains 7098 members 
Mstep: Class 9 contains 47020 members 
Mstep: Class 10 contains 91586 members 
Mstep: Class 13 contains 25855 members 
Mstep: Class 14 contains 23263 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 18 contains 18477 members 
Mstep: Class 19 contains 10290 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 190Q: 13 clusters Score -2.083298e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 5 contains 112863 members 
Mstep: Class 7 contains 60455 members 
Mstep: Class 8 contains 7088 members 
Mstep: Class 9 contains 47018 members 
Mstep: Class 10 contains 91565 members 
Mstep: Class 13 contains 25849 members 
Mstep: Class 14 contains 23252 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 18 contains 18471 members 
Mstep: Class 19 contains 10290 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 191Q: 13 clusters Score -2.083299e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 5 contains 112942 members 
Mstep: Class 7 contains 60455 members 
Mstep: Class 8 contains 7082 members 
Mstep: Class 9 contains 47013 members 
Mstep: Class 10 contains 91539 members 
Mstep: Class 13 contains 25838 members 
Mstep: Class 14 contains 23242 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 18 contains 18464 members 
Mstep: Class 19 contains 10289 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 192Q: 13 clusters Score -2.0833e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 5 contains 113004 members 
Mstep: Class 7 contains 60450 members 
Mstep: Class 8 contains 7077 members 
Mstep: Class 9 contains 47011 members 
Mstep: Class 10 contains 91525 members 
Mstep: Class 13 contains 25823 members 
Mstep: Class 14 contains 23236 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 18 contains 18460 members 
Mstep: Class 19 contains 10289 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 193Q: 13 clusters Score -2.083302e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 5 contains 113073 members 
Mstep: Class 7 contains 60441 members 
Mstep: Class 8 contains 7076 members 
Mstep: Class 9 contains 47003 members 
Mstep: Class 10 contains 91511 members 
Mstep: Class 13 contains 25812 members 
Mstep: Class 14 contains 23228 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 18 contains 18453 members 
Mstep: Class 19 contains 10289 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 194Q: 13 clusters Score -2.083297e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 5 contains 113140 members 
Mstep: Class 7 contains 60432 members 
Mstep: Class 8 contains 7074 members 
Mstep: Class 9 contains 46996 members 
Mstep: Class 10 contains 91494 members 
Mstep: Class 13 contains 25800 members 
Mstep: Class 14 contains 23225 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 18 contains 18446 members 
Mstep: Class 19 contains 10289 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 195Q: 13 clusters Score -2.083297e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 5 contains 113217 members 
Mstep: Class 7 contains 60418 members 
Mstep: Class 8 contains 7073 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 91475 members 
Mstep: Class 13 contains 25784 members 
Mstep: Class 14 contains 23219 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 18 contains 18440 members 
Mstep: Class 19 contains 10291 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Iteration 196Q: 13 clusters Score -2.083296e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 5 contains 113288 members 
Mstep: Class 7 contains 60405 members 
Mstep: Class 8 contains 7073 members 
Mstep: Class 9 contains 46986 members 
Mstep: Class 10 contains 91462 members 
Mstep: Class 13 contains 25769 members 
Mstep: Class 14 contains 23208 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 18 contains 18436 members 
Mstep: Class 19 contains 10293 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
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Score: -20832938.000000 Penalty: 25233.794922
Iteration 197Q: 13 clusters Score -2.083294e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 5 contains 113368 members 
Mstep: Class 7 contains 60386 members 
Mstep: Class 8 contains 7073 members 
Mstep: Class 9 contains 46978 members 
Mstep: Class 10 contains 91440 members 
Mstep: Class 13 contains 25755 members 
Mstep: Class 14 contains 23200 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832984.000000 Penalty: 25233.794922
Iteration 198Q: 13 clusters Score -2.083298e+07 nChanged 104
Entering ConstructFrom: 
Score: -20832984.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (15550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Entering Unmasked Estep 
Score: -821998.500000 Penalty: 1568.420166
	Iteration 0F: 2 clusters Score -821998.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -811284.687500 Penalty: 3136.840332
	Iteration 0F: 3 clusters Score -811284.7 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -814982.062500 Penalty: 3136.840332
	Iteration 1F: 3 clusters Score -814982.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -815278.687500 Penalty: 3136.840332
	Iteration 2F: 3 clusters Score -815278.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -815536.562500 Penalty: 3136.840332
	Iteration 3Q: 3 clusters Score -815536.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -815776.500000 Penalty: 3136.840332
	Iteration 4Q: 3 clusters Score -815776.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -815998.812500 Penalty: 3136.840332
	Iteration 5Q: 3 clusters Score -815998.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -816205.687500 Penalty: 3136.840332
	Iteration 6Q: 3 clusters Score -816205.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -816415.562500 Penalty: 3136.840332
	Iteration 7Q: 3 clusters Score -816415.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -816718.000000 Penalty: 3136.840332
	Iteration 8Q: 3 clusters Score -816718 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -817092.625000 Penalty: 3136.840332
	Iteration 9Q: 3 clusters Score -817092.6 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -817552.812500 Penalty: 3136.840332
	Iteration 10F: 3 clusters Score -817552.8 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -818162.000000 Penalty: 3136.840332
	Iteration 11F: 3 clusters Score -818162 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -818855.750000 Penalty: 3136.840332
	Iteration 12F: 3 clusters Score -818855.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -819517.000000 Penalty: 3136.840332
	Iteration 13Q: 3 clusters Score -819517 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -820048.062500 Penalty: 3136.840332
	Iteration 14Q: 3 clusters Score -820048.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -820344.187500 Penalty: 3136.840332
	Iteration 15Q: 3 clusters Score -820344.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -820513.250000 Penalty: 3136.840332
	Iteration 16Q: 3 clusters Score -820513.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -820593.500000 Penalty: 3136.840332
	Iteration 17Q: 3 clusters Score -820593.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -820647.562500 Penalty: 3136.840332
	Iteration 18Q: 3 clusters Score -820647.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -820684.000000 Penalty: 3136.840332
	Iteration 19Q: 3 clusters Score -820684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -820728.625000 Penalty: 3136.840332
	Iteration 20F: 3 clusters Score -820728.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -820760.750000 Penalty: 3136.840332
	Iteration 21Q: 3 clusters Score -820760.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -820782.500000 Penalty: 3136.840332
	Iteration 22Q: 3 clusters Score -820782.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -820804.437500 Penalty: 3136.840332
	Iteration 23Q: 3 clusters Score -820804.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -820815.500000 Penalty: 3136.840332
	Iteration 24Q: 3 clusters Score -820815.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -820822.062500 Penalty: 3136.840332
	Iteration 25Q: 3 clusters Score -820822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -820825.062500 Penalty: 3136.840332
	Iteration 26Q: 3 clusters Score -820825.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -820831.937500 Penalty: 3136.840332
	Iteration 27Q: 3 clusters Score -820831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -820834.000000 Penalty: 3136.840332
	Iteration 28Q: 3 clusters Score -820834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -820834.000000 Penalty: 3136.840332
	Iteration 29F: 3 clusters Score -820834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (113449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113449 members 
Entering Unmasked Estep 
Score: -5820270.500000 Penalty: 1891.355103
	Iteration 0F: 2 clusters Score -5820270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -5744331.000000 Penalty: 3782.710205
	Iteration 0F: 3 clusters Score -5744331 nChanged 54424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -5775413.500000 Penalty: 3782.710205
	Iteration 1F: 3 clusters Score -5775414 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -5776240.000000 Penalty: 3782.710205
	Iteration 2Q: 3 clusters Score -5776240 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -5777576.500000 Penalty: 3782.710205
	Iteration 3Q: 3 clusters Score -5777576 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -5780009.500000 Penalty: 3782.710205
	Iteration 4Q: 3 clusters Score -5780010 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -5784757.000000 Penalty: 3782.710205
	Iteration 5F: 3 clusters Score -5784757 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -5793258.500000 Penalty: 3782.710205
	Iteration 6F: 3 clusters Score -5793258 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -5804432.000000 Penalty: 3782.710205
	Iteration 7F: 3 clusters Score -5804432 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108093 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -5813140.000000 Penalty: 3782.710205
	Iteration 8F: 3 clusters Score -5813140 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111989 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5817100.500000 Penalty: 3782.710205
	Iteration 9Q: 3 clusters Score -5817100 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113096 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5818200.500000 Penalty: 3782.710205
	Iteration 10Q: 3 clusters Score -5818200 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113280 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5818400.000000 Penalty: 3782.710205
	Iteration 11Q: 3 clusters Score -5818400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113326 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5818482.000000 Penalty: 3782.710205
	Iteration 12Q: 3 clusters Score -5818482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113337 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5818517.000000 Penalty: 3782.710205
	Iteration 13Q: 3 clusters Score -5818517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113341 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5818526.500000 Penalty: 3782.710205
	Iteration 14Q: 3 clusters Score -5818526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113341 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5818537.500000 Penalty: 3782.710205
	Iteration 15Q: 3 clusters Score -5818538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113341 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5818535.000000 Penalty: 3782.710205
	Iteration 16Q: 3 clusters Score -5818535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113340 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5818535.000000 Penalty: 3782.710205
	Iteration 17Q: 3 clusters Score -5818535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113340 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5818535.000000 Penalty: 3782.710205
	Iteration 18F: 3 clusters Score -5818535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Entering Unmasked Estep 
Score: -3163339.500000 Penalty: 1788.832153
	Iteration 0F: 2 clusters Score -3163340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3122742.000000 Penalty: 3577.664307
	Iteration 0F: 3 clusters Score -3122742 nChanged 28616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3139144.750000 Penalty: 3577.664307
	Iteration 1F: 3 clusters Score -3139145 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3139636.250000 Penalty: 3577.664307
	Iteration 2Q: 3 clusters Score -3139636 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3140197.000000 Penalty: 3577.664307
	Iteration 3Q: 3 clusters Score -3140197 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3140853.250000 Penalty: 3577.664307
	Iteration 4Q: 3 clusters Score -3140853 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3141724.750000 Penalty: 3577.664307
	Iteration 5Q: 3 clusters Score -3141725 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3143045.750000 Penalty: 3577.664307
	Iteration 6Q: 3 clusters Score -3143046 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3144991.750000 Penalty: 3577.664307
	Iteration 7F: 3 clusters Score -3144992 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3148018.000000 Penalty: 3577.664307
	Iteration 8F: 3 clusters Score -3148018 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3151906.000000 Penalty: 3577.664307
	Iteration 9F: 3 clusters Score -3151906 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3155906.750000 Penalty: 3577.664307
	Iteration 10F: 3 clusters Score -3155907 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3158918.250000 Penalty: 3577.664307
	Iteration 11F: 3 clusters Score -3158918 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3160505.500000 Penalty: 3577.664307
	Iteration 12Q: 3 clusters Score -3160506 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3161265.000000 Penalty: 3577.664307
	Iteration 13Q: 3 clusters Score -3161265 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3161589.750000 Penalty: 3577.664307
	Iteration 14Q: 3 clusters Score -3161590 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3161728.250000 Penalty: 3577.664307
	Iteration 15Q: 3 clusters Score -3161728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3161776.000000 Penalty: 3577.664307
	Iteration 16Q: 3 clusters Score -3161776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3161807.750000 Penalty: 3577.664307
	Iteration 17Q: 3 clusters Score -3161808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3161829.750000 Penalty: 3577.664307
	Iteration 18Q: 3 clusters Score -3161830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3161832.250000 Penalty: 3577.664307
	Iteration 19Q: 3 clusters Score -3161832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3161835.500000 Penalty: 3577.664307
	Iteration 20F: 3 clusters Score -3161836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3161839.750000 Penalty: 3577.664307
	Iteration 21Q: 3 clusters Score -3161840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3161840.750000 Penalty: 3577.664307
	Iteration 22Q: 3 clusters Score -3161841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3161843.500000 Penalty: 3577.664307
	Iteration 23Q: 3 clusters Score -3161844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3161848.500000 Penalty: 3577.664307
	Iteration 24Q: 3 clusters Score -3161848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3161855.500000 Penalty: 3577.664307
	Iteration 25Q: 3 clusters Score -3161856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3161862.500000 Penalty: 3577.664307
	Iteration 26Q: 3 clusters Score -3161862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3161867.500000 Penalty: 3577.664307
	Iteration 27Q: 3 clusters Score -3161868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3161869.000000 Penalty: 3577.664307
	Iteration 28Q: 3 clusters Score -3161869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3161875.000000 Penalty: 3577.664307
	Iteration 29Q: 3 clusters Score -3161875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3161870.250000 Penalty: 3577.664307
	Iteration 30Q: 3 clusters Score -3161870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3161870.250000 Penalty: 3577.664307
	Iteration 31F: 3 clusters Score -3161870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Entering Unmasked Estep 
Score: -375152.843750 Penalty: 1440.383423
	Iteration 0F: 2 clusters Score -375152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -369947.281250 Penalty: 2880.766846
	Iteration 0F: 3 clusters Score -369947.3 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -371491.000000 Penalty: 2880.766846
	Iteration 1F: 3 clusters Score -371491 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -371695.250000 Penalty: 2880.766846
	Iteration 2F: 3 clusters Score -371695.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -371896.218750 Penalty: 2880.766846
	Iteration 3F: 3 clusters Score -371896.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -372105.875000 Penalty: 2880.766846
	Iteration 4F: 3 clusters Score -372105.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -372334.250000 Penalty: 2880.766846
	Iteration 5F: 3 clusters Score -372334.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -372566.750000 Penalty: 2880.766846
	Iteration 6Q: 3 clusters Score -372566.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -372846.250000 Penalty: 2880.766846
	Iteration 7F: 3 clusters Score -372846.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -373128.312500 Penalty: 2880.766846
	Iteration 8Q: 3 clusters Score -373128.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -373385.500000 Penalty: 2880.766846
	Iteration 9Q: 3 clusters Score -373385.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -373573.250000 Penalty: 2880.766846
	Iteration 10Q: 3 clusters Score -373573.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -373711.781250 Penalty: 2880.766846
	Iteration 11Q: 3 clusters Score -373711.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -373829.937500 Penalty: 2880.766846
	Iteration 12Q: 3 clusters Score -373829.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -373914.562500 Penalty: 2880.766846
	Iteration 13Q: 3 clusters Score -373914.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -373959.843750 Penalty: 2880.766846
	Iteration 14Q: 3 clusters Score -373959.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -373988.468750 Penalty: 2880.766846
	Iteration 15Q: 3 clusters Score -373988.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -374007.781250 Penalty: 2880.766846
	Iteration 16Q: 3 clusters Score -374007.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -374022.000000 Penalty: 2880.766846
	Iteration 17Q: 3 clusters Score -374022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -374026.843750 Penalty: 2880.766846
	Iteration 18Q: 3 clusters Score -374026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -374031.125000 Penalty: 2880.766846
	Iteration 19Q: 3 clusters Score -374031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -374031.437500 Penalty: 2880.766846
	Iteration 20F: 3 clusters Score -374031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -374031.906250 Penalty: 2880.766846
	Iteration 21Q: 3 clusters Score -374031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -374032.406250 Penalty: 2880.766846
	Iteration 22Q: 3 clusters Score -374032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -374034.218750 Penalty: 2880.766846
	Iteration 23Q: 3 clusters Score -374034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -374034.843750 Penalty: 2880.766846
	Iteration 24Q: 3 clusters Score -374034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -374037.062500 Penalty: 2880.766846
	Iteration 25Q: 3 clusters Score -374037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -374039.406250 Penalty: 2880.766846
	Iteration 26Q: 3 clusters Score -374039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -374039.843750 Penalty: 2880.766846
	Iteration 27Q: 3 clusters Score -374039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -374039.843750 Penalty: 2880.766846
	Iteration 28F: 3 clusters Score -374039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Entering Unmasked Estep 
Score: -2485248.750000 Penalty: 1748.065796
	Iteration 0F: 2 clusters Score -2485249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2453742.500000 Penalty: 3496.131592
	Iteration 0F: 3 clusters Score -2453742 nChanged 21936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2466218.250000 Penalty: 3496.131592
	Iteration 1F: 3 clusters Score -2466218 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2466553.000000 Penalty: 3496.131592
	Iteration 2Q: 3 clusters Score -2466553 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2466959.750000 Penalty: 3496.131592
	Iteration 3Q: 3 clusters Score -2466960 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2467383.000000 Penalty: 3496.131592
	Iteration 4Q: 3 clusters Score -2467383 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2467928.000000 Penalty: 3496.131592
	Iteration 5Q: 3 clusters Score -2467928 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2468649.500000 Penalty: 3496.131592
	Iteration 6Q: 3 clusters Score -2468650 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2469587.750000 Penalty: 3496.131592
	Iteration 7Q: 3 clusters Score -2469588 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2470780.500000 Penalty: 3496.131592
	Iteration 8Q: 3 clusters Score -2470780 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2472173.500000 Penalty: 3496.131592
	Iteration 9F: 3 clusters Score -2472174 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2473769.000000 Penalty: 3496.131592
	Iteration 10F: 3 clusters Score -2473769 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2475368.250000 Penalty: 3496.131592
	Iteration 11F: 3 clusters Score -2475368 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2476710.250000 Penalty: 3496.131592
	Iteration 12Q: 3 clusters Score -2476710 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2477620.750000 Penalty: 3496.131592
	Iteration 13Q: 3 clusters Score -2477621 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2478204.000000 Penalty: 3496.131592
	Iteration 14Q: 3 clusters Score -2478204 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2478621.250000 Penalty: 3496.131592
	Iteration 15Q: 3 clusters Score -2478621 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2478970.250000 Penalty: 3496.131592
	Iteration 16Q: 3 clusters Score -2478970 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2479330.000000 Penalty: 3496.131592
	Iteration 17Q: 3 clusters Score -2479330 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2479684.500000 Penalty: 3496.131592
	Iteration 18Q: 3 clusters Score -2479684 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2479992.500000 Penalty: 3496.131592
	Iteration 19Q: 3 clusters Score -2479992 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2480284.250000 Penalty: 3496.131592
	Iteration 20F: 3 clusters Score -2480284 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2480529.000000 Penalty: 3496.131592
	Iteration 21Q: 3 clusters Score -2480529 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2480755.250000 Penalty: 3496.131592
	Iteration 22Q: 3 clusters Score -2480755 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2480985.250000 Penalty: 3496.131592
	Iteration 23Q: 3 clusters Score -2480985 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2481220.250000 Penalty: 3496.131592
	Iteration 24Q: 3 clusters Score -2481220 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2481455.750000 Penalty: 3496.131592
	Iteration 25Q: 3 clusters Score -2481456 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2481685.750000 Penalty: 3496.131592
	Iteration 26Q: 3 clusters Score -2481686 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2481904.000000 Penalty: 3496.131592
	Iteration 27Q: 3 clusters Score -2481904 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2482118.250000 Penalty: 3496.131592
	Iteration 28Q: 3 clusters Score -2482118 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2482354.000000 Penalty: 3496.131592
	Iteration 29Q: 3 clusters Score -2482354 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2482583.500000 Penalty: 3496.131592
	Iteration 30Q: 3 clusters Score -2482584 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2482806.500000 Penalty: 3496.131592
	Iteration 31Q: 3 clusters Score -2482806 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2482977.000000 Penalty: 3496.131592
	Iteration 32Q: 3 clusters Score -2482977 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2483100.000000 Penalty: 3496.131592
	Iteration 33Q: 3 clusters Score -2483100 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2483227.750000 Penalty: 3496.131592
	Iteration 34Q: 3 clusters Score -2483228 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2483340.500000 Penalty: 3496.131592
	Iteration 35Q: 3 clusters Score -2483340 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2483440.250000 Penalty: 3496.131592
	Iteration 36Q: 3 clusters Score -2483440 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2483522.500000 Penalty: 3496.131592
	Iteration 37Q: 3 clusters Score -2483522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2483559.000000 Penalty: 3496.131592
	Iteration 38Q: 3 clusters Score -2483559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2483584.250000 Penalty: 3496.131592
	Iteration 39Q: 3 clusters Score -2483584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2483611.500000 Penalty: 3496.131592
	Iteration 40F: 3 clusters Score -2483612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2483629.500000 Penalty: 3496.131592
	Iteration 41Q: 3 clusters Score -2483630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2483640.750000 Penalty: 3496.131592
	Iteration 42Q: 3 clusters Score -2483641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2483647.250000 Penalty: 3496.131592
	Iteration 43Q: 3 clusters Score -2483647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2483653.250000 Penalty: 3496.131592
	Iteration 44Q: 3 clusters Score -2483653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2483661.500000 Penalty: 3496.131592
	Iteration 45Q: 3 clusters Score -2483662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2483667.750000 Penalty: 3496.131592
	Iteration 46Q: 3 clusters Score -2483668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2483672.250000 Penalty: 3496.131592
	Iteration 47Q: 3 clusters Score -2483672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2483677.750000 Penalty: 3496.131592
	Iteration 48Q: 3 clusters Score -2483678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2483683.500000 Penalty: 3496.131592
	Iteration 49Q: 3 clusters Score -2483684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2483693.000000 Penalty: 3496.131592
	Iteration 50Q: 3 clusters Score -2483693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2483703.750000 Penalty: 3496.131592
	Iteration 51Q: 3 clusters Score -2483704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2483714.750000 Penalty: 3496.131592
	Iteration 52Q: 3 clusters Score -2483715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2483719.000000 Penalty: 3496.131592
	Iteration 53Q: 3 clusters Score -2483719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2483727.250000 Penalty: 3496.131592
	Iteration 54Q: 3 clusters Score -2483727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2483736.500000 Penalty: 3496.131592
	Iteration 55Q: 3 clusters Score -2483736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2483736.500000 Penalty: 3496.131592
	Iteration 56Q: 3 clusters Score -2483736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2483738.750000 Penalty: 3496.131592
	Iteration 57Q: 3 clusters Score -2483739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2483738.500000 Penalty: 3496.131592
	Iteration 58Q: 3 clusters Score -2483738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2483743.750000 Penalty: 3496.131592
	Iteration 59Q: 3 clusters Score -2483744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2483743.000000 Penalty: 3496.131592
	Iteration 60F: 3 clusters Score -2483743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2483742.250000 Penalty: 3496.131592
	Iteration 61Q: 3 clusters Score -2483742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2483742.250000 Penalty: 3496.131592
	Iteration 62F: 3 clusters Score -2483742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Entering Unmasked Estep 
Score: -4733369.000000 Penalty: 1856.276733
	Iteration 0F: 2 clusters Score -4733369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -4672109.500000 Penalty: 3712.553467
	Iteration 0F: 3 clusters Score -4672110 nChanged 43825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -4697246.500000 Penalty: 3712.553467
	Iteration 1F: 3 clusters Score -4697246 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -4698078.000000 Penalty: 3712.553467
	Iteration 2Q: 3 clusters Score -4698078 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -4699266.000000 Penalty: 3712.553467
	Iteration 3Q: 3 clusters Score -4699266 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -4701076.000000 Penalty: 3712.553467
	Iteration 4Q: 3 clusters Score -4701076 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -4703671.000000 Penalty: 3712.553467
	Iteration 5F: 3 clusters Score -4703671 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -4707412.500000 Penalty: 3712.553467
	Iteration 6F: 3 clusters Score -4707412 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -4712530.000000 Penalty: 3712.553467
	Iteration 7F: 3 clusters Score -4712530 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -4718537.500000 Penalty: 3712.553467
	Iteration 8F: 3 clusters Score -4718538 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -4724254.000000 Penalty: 3712.553467
	Iteration 9F: 3 clusters Score -4724254 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -4728521.500000 Penalty: 3712.553467
	Iteration 10Q: 3 clusters Score -4728522 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -4730629.500000 Penalty: 3712.553467
	Iteration 11Q: 3 clusters Score -4730630 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 90611 members 
Entering Unmasked Estep 
Score: -4731412.500000 Penalty: 3712.553467
	Iteration 12Q: 3 clusters Score -4731412 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -4731692.500000 Penalty: 3712.553467
	Iteration 13Q: 3 clusters Score -4731692 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 90998 members 
Entering Unmasked Estep 
Score: -4731835.500000 Penalty: 3712.553467
	Iteration 14Q: 3 clusters Score -4731836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -4731888.500000 Penalty: 3712.553467
	Iteration 15Q: 3 clusters Score -4731888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -4731935.000000 Penalty: 3712.553467
	Iteration 16Q: 3 clusters Score -4731935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -4731950.500000 Penalty: 3712.553467
	Iteration 17Q: 3 clusters Score -4731950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -4731978.500000 Penalty: 3712.553467
	Iteration 18Q: 3 clusters Score -4731978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -4731982.500000 Penalty: 3712.553467
	Iteration 19Q: 3 clusters Score -4731982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -4732003.500000 Penalty: 3712.553467
	Iteration 20F: 3 clusters Score -4732004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -4732011.000000 Penalty: 3712.553467
	Iteration 21Q: 3 clusters Score -4732011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -4732020.500000 Penalty: 3712.553467
	Iteration 22Q: 3 clusters Score -4732020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -4732026.000000 Penalty: 3712.553467
	Iteration 23Q: 3 clusters Score -4732026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -4732024.000000 Penalty: 3712.553467
	Iteration 24Q: 3 clusters Score -4732024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -4732026.500000 Penalty: 3712.553467
	Iteration 25Q: 3 clusters Score -4732026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -4732029.500000 Penalty: 3712.553467
	Iteration 26Q: 3 clusters Score -4732030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -4732023.000000 Penalty: 3712.553467
	Iteration 27Q: 3 clusters Score -4732023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -4732023.000000 Penalty: 3712.553467
	Iteration 28F: 3 clusters Score -4732023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Entering Unmasked Estep 
Score: -1357132.625000 Penalty: 1650.336670
	Iteration 0F: 2 clusters Score -1357133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1339891.625000 Penalty: 3300.673340
	Iteration 0F: 3 clusters Score -1339892 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1346178.625000 Penalty: 3300.673340
	Iteration 1F: 3 clusters Score -1346179 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1346631.875000 Penalty: 3300.673340
	Iteration 2Q: 3 clusters Score -1346632 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1347155.750000 Penalty: 3300.673340
	Iteration 3Q: 3 clusters Score -1347156 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1347821.750000 Penalty: 3300.673340
	Iteration 4F: 3 clusters Score -1347822 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1348708.250000 Penalty: 3300.673340
	Iteration 5F: 3 clusters Score -1348708 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -1349875.125000 Penalty: 3300.673340
	Iteration 6F: 3 clusters Score -1349875 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -1351384.250000 Penalty: 3300.673340
	Iteration 7F: 3 clusters Score -1351384 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -1352938.250000 Penalty: 3300.673340
	Iteration 8F: 3 clusters Score -1352938 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -1354202.500000 Penalty: 3300.673340
	Iteration 9F: 3 clusters Score -1354202 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -1354949.125000 Penalty: 3300.673340
	Iteration 10Q: 3 clusters Score -1354949 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -1355320.750000 Penalty: 3300.673340
	Iteration 11Q: 3 clusters Score -1355321 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -1355494.000000 Penalty: 3300.673340
	Iteration 12Q: 3 clusters Score -1355494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -1355567.375000 Penalty: 3300.673340
	Iteration 13Q: 3 clusters Score -1355567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -1355598.750000 Penalty: 3300.673340
	Iteration 14Q: 3 clusters Score -1355599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -1355621.750000 Penalty: 3300.673340
	Iteration 15Q: 3 clusters Score -1355622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -1355640.625000 Penalty: 3300.673340
	Iteration 16Q: 3 clusters Score -1355641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -1355651.875000 Penalty: 3300.673340
	Iteration 17Q: 3 clusters Score -1355652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -1355670.250000 Penalty: 3300.673340
	Iteration 18Q: 3 clusters Score -1355670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -1355679.875000 Penalty: 3300.673340
	Iteration 19Q: 3 clusters Score -1355680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -1355686.750000 Penalty: 3300.673340
	Iteration 20F: 3 clusters Score -1355687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -1355688.000000 Penalty: 3300.673340
	Iteration 21Q: 3 clusters Score -1355688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -1355688.000000 Penalty: 3300.673340
	Iteration 22F: 3 clusters Score -1355688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Entering Unmasked Estep 
Score: -1216757.750000 Penalty: 1633.364868
	Iteration 0F: 2 clusters Score -1216758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1201084.375000 Penalty: 3266.729736
	Iteration 0F: 3 clusters Score -1201084 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1206736.000000 Penalty: 3266.729736
	Iteration 1F: 3 clusters Score -1206736 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1207049.125000 Penalty: 3266.729736
	Iteration 2Q: 3 clusters Score -1207049 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1207333.750000 Penalty: 3266.729736
	Iteration 3Q: 3 clusters Score -1207334 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1207621.875000 Penalty: 3266.729736
	Iteration 4Q: 3 clusters Score -1207622 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1207988.000000 Penalty: 3266.729736
	Iteration 5Q: 3 clusters Score -1207988 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1208520.000000 Penalty: 3266.729736
	Iteration 6Q: 3 clusters Score -1208520 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1209289.000000 Penalty: 3266.729736
	Iteration 7F: 3 clusters Score -1209289 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1210280.375000 Penalty: 3266.729736
	Iteration 8F: 3 clusters Score -1210280 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1211324.250000 Penalty: 3266.729736
	Iteration 9F: 3 clusters Score -1211324 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -1212319.625000 Penalty: 3266.729736
	Iteration 10F: 3 clusters Score -1212320 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -1213251.750000 Penalty: 3266.729736
	Iteration 11Q: 3 clusters Score -1213252 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -1213978.125000 Penalty: 3266.729736
	Iteration 12Q: 3 clusters Score -1213978 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -1214493.125000 Penalty: 3266.729736
	Iteration 13Q: 3 clusters Score -1214493 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -1214861.250000 Penalty: 3266.729736
	Iteration 14Q: 3 clusters Score -1214861 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -1215067.875000 Penalty: 3266.729736
	Iteration 15Q: 3 clusters Score -1215068 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -1215207.125000 Penalty: 3266.729736
	Iteration 16Q: 3 clusters Score -1215207 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -1215288.125000 Penalty: 3266.729736
	Iteration 17Q: 3 clusters Score -1215288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -1215376.625000 Penalty: 3266.729736
	Iteration 18Q: 3 clusters Score -1215377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -1215427.500000 Penalty: 3266.729736
	Iteration 19Q: 3 clusters Score -1215428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -1215480.875000 Penalty: 3266.729736
	Iteration 20F: 3 clusters Score -1215481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -1215541.750000 Penalty: 3266.729736
	Iteration 21Q: 3 clusters Score -1215542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -1215600.000000 Penalty: 3266.729736
	Iteration 22Q: 3 clusters Score -1215600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -1215673.875000 Penalty: 3266.729736
	Iteration 23Q: 3 clusters Score -1215674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -1215730.750000 Penalty: 3266.729736
	Iteration 24Q: 3 clusters Score -1215731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -1215752.875000 Penalty: 3266.729736
	Iteration 25Q: 3 clusters Score -1215753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -1215774.250000 Penalty: 3266.729736
	Iteration 26Q: 3 clusters Score -1215774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1215786.125000 Penalty: 3266.729736
	Iteration 27Q: 3 clusters Score -1215786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1215793.750000 Penalty: 3266.729736
	Iteration 28Q: 3 clusters Score -1215794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -1215795.750000 Penalty: 3266.729736
	Iteration 29Q: 3 clusters Score -1215796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -1215798.750000 Penalty: 3266.729736
	Iteration 30Q: 3 clusters Score -1215799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -1215800.625000 Penalty: 3266.729736
	Iteration 31Q: 3 clusters Score -1215801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -1215800.875000 Penalty: 3266.729736
	Iteration 32Q: 3 clusters Score -1215801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -1215801.750000 Penalty: 3266.729736
	Iteration 33Q: 3 clusters Score -1215802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -1215802.625000 Penalty: 3266.729736
	Iteration 34Q: 3 clusters Score -1215803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -1215802.625000 Penalty: 3266.729736
	Iteration 35F: 3 clusters Score -1215803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -103341.617188 Penalty: 1233.267090
	Iteration 0F: 2 clusters Score -103341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -101279.359375 Penalty: 2466.534180
	Iteration 0F: 3 clusters Score -101279.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -101683.234375 Penalty: 2466.534180
	Iteration 1F: 3 clusters Score -101683.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -101773.687500 Penalty: 2466.534180
	Iteration 2F: 3 clusters Score -101773.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -101837.906250 Penalty: 2466.534180
	Iteration 3Q: 3 clusters Score -101837.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -101876.125000 Penalty: 2466.534180
	Iteration 4Q: 3 clusters Score -101876.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -101909.218750 Penalty: 2466.534180
	Iteration 5Q: 3 clusters Score -101909.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -101929.796875 Penalty: 2466.534180
	Iteration 6Q: 3 clusters Score -101929.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -101944.250000 Penalty: 2466.534180
	Iteration 7Q: 3 clusters Score -101944.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -101951.632812 Penalty: 2466.534180
	Iteration 8Q: 3 clusters Score -101951.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -101958.820312 Penalty: 2466.534180
	Iteration 9Q: 3 clusters Score -101958.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -101966.437500 Penalty: 2466.534180
	Iteration 10Q: 3 clusters Score -101966.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -101973.046875 Penalty: 2466.534180
	Iteration 11Q: 3 clusters Score -101973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -101976.734375 Penalty: 2466.534180
	Iteration 12Q: 3 clusters Score -101976.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -101982.359375 Penalty: 2466.534180
	Iteration 13Q: 3 clusters Score -101982.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -101985.023438 Penalty: 2466.534180
	Iteration 14Q: 3 clusters Score -101985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -101987.195312 Penalty: 2466.534180
	Iteration 15Q: 3 clusters Score -101987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -101989.546875 Penalty: 2466.534180
	Iteration 16Q: 3 clusters Score -101989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -101990.960938 Penalty: 2466.534180
	Iteration 17Q: 3 clusters Score -101991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -101993.250000 Penalty: 2466.534180
	Iteration 18Q: 3 clusters Score -101993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -101995.812500 Penalty: 2466.534180
	Iteration 19Q: 3 clusters Score -101995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -101998.312500 Penalty: 2466.534180
	Iteration 20F: 3 clusters Score -101998.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -102000.679688 Penalty: 2466.534180
	Iteration 21Q: 3 clusters Score -102000.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -102004.140625 Penalty: 2466.534180
	Iteration 22Q: 3 clusters Score -102004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -102005.367188 Penalty: 2466.534180
	Iteration 23Q: 3 clusters Score -102005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -102005.796875 Penalty: 2466.534180
	Iteration 24Q: 3 clusters Score -102005.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -102005.796875 Penalty: 2466.534180
	Iteration 25F: 3 clusters Score -102005.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Entering Unmasked Estep 
Score: -980967.062500 Penalty: 1595.996704
	Iteration 0F: 2 clusters Score -980967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -968311.062500 Penalty: 3191.993408
	Iteration 0F: 3 clusters Score -968311.1 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -972774.312500 Penalty: 3191.993408
	Iteration 1F: 3 clusters Score -972774.3 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -973082.625000 Penalty: 3191.993408
	Iteration 2Q: 3 clusters Score -973082.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -973370.500000 Penalty: 3191.993408
	Iteration 3Q: 3 clusters Score -973370.5 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -973675.000000 Penalty: 3191.993408
	Iteration 4Q: 3 clusters Score -973675 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -973997.375000 Penalty: 3191.993408
	Iteration 5Q: 3 clusters Score -973997.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -974372.312500 Penalty: 3191.993408
	Iteration 6Q: 3 clusters Score -974372.3 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -974829.062500 Penalty: 3191.993408
	Iteration 7Q: 3 clusters Score -974829.1 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -975458.750000 Penalty: 3191.993408
	Iteration 8F: 3 clusters Score -975458.8 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -976220.875000 Penalty: 3191.993408
	Iteration 9F: 3 clusters Score -976220.9 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -976892.812500 Penalty: 3191.993408
	Iteration 10F: 3 clusters Score -976892.8 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -977277.312500 Penalty: 3191.993408
	Iteration 11Q: 3 clusters Score -977277.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -977454.062500 Penalty: 3191.993408
	Iteration 12Q: 3 clusters Score -977454.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -977572.500000 Penalty: 3191.993408
	Iteration 13Q: 3 clusters Score -977572.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -977666.937500 Penalty: 3191.993408
	Iteration 14Q: 3 clusters Score -977666.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -977759.875000 Penalty: 3191.993408
	Iteration 15Q: 3 clusters Score -977759.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -977842.500000 Penalty: 3191.993408
	Iteration 16Q: 3 clusters Score -977842.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -977905.875000 Penalty: 3191.993408
	Iteration 17Q: 3 clusters Score -977905.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -977951.500000 Penalty: 3191.993408
	Iteration 18Q: 3 clusters Score -977951.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -977993.000000 Penalty: 3191.993408
	Iteration 19Q: 3 clusters Score -977993 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -978038.437500 Penalty: 3191.993408
	Iteration 20F: 3 clusters Score -978038.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -978080.625000 Penalty: 3191.993408
	Iteration 21Q: 3 clusters Score -978080.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -978128.000000 Penalty: 3191.993408
	Iteration 22Q: 3 clusters Score -978128 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -978174.250000 Penalty: 3191.993408
	Iteration 23Q: 3 clusters Score -978174.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -978224.000000 Penalty: 3191.993408
	Iteration 24Q: 3 clusters Score -978224 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -978277.000000 Penalty: 3191.993408
	Iteration 25Q: 3 clusters Score -978277 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -978327.312500 Penalty: 3191.993408
	Iteration 26Q: 3 clusters Score -978327.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -978371.000000 Penalty: 3191.993408
	Iteration 27Q: 3 clusters Score -978371 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -978411.312500 Penalty: 3191.993408
	Iteration 28Q: 3 clusters Score -978411.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -978452.937500 Penalty: 3191.993408
	Iteration 29Q: 3 clusters Score -978452.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -978494.000000 Penalty: 3191.993408
	Iteration 30Q: 3 clusters Score -978494 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -978525.437500 Penalty: 3191.993408
	Iteration 31Q: 3 clusters Score -978525.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -978563.437500 Penalty: 3191.993408
	Iteration 32Q: 3 clusters Score -978563.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -978591.000000 Penalty: 3191.993408
	Iteration 33Q: 3 clusters Score -978591 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -978611.937500 Penalty: 3191.993408
	Iteration 34Q: 3 clusters Score -978611.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -978636.937500 Penalty: 3191.993408
	Iteration 35Q: 3 clusters Score -978636.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -978660.625000 Penalty: 3191.993408
	Iteration 36Q: 3 clusters Score -978660.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -978687.750000 Penalty: 3191.993408
	Iteration 37Q: 3 clusters Score -978687.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -978710.500000 Penalty: 3191.993408
	Iteration 38Q: 3 clusters Score -978710.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -978742.312500 Penalty: 3191.993408
	Iteration 39Q: 3 clusters Score -978742.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -978776.625000 Penalty: 3191.993408
	Iteration 40F: 3 clusters Score -978776.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -978808.187500 Penalty: 3191.993408
	Iteration 41Q: 3 clusters Score -978808.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -978843.375000 Penalty: 3191.993408
	Iteration 42Q: 3 clusters Score -978843.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -978880.875000 Penalty: 3191.993408
	Iteration 43Q: 3 clusters Score -978880.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -978919.125000 Penalty: 3191.993408
	Iteration 44Q: 3 clusters Score -978919.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -978952.250000 Penalty: 3191.993408
	Iteration 45Q: 3 clusters Score -978952.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -978980.000000 Penalty: 3191.993408
	Iteration 46Q: 3 clusters Score -978980 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -979004.562500 Penalty: 3191.993408
	Iteration 47Q: 3 clusters Score -979004.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -979028.062500 Penalty: 3191.993408
	Iteration 48Q: 3 clusters Score -979028.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -979060.312500 Penalty: 3191.993408
	Iteration 49Q: 3 clusters Score -979060.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -979093.687500 Penalty: 3191.993408
	Iteration 50Q: 3 clusters Score -979093.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -979127.250000 Penalty: 3191.993408
	Iteration 51Q: 3 clusters Score -979127.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -979160.312500 Penalty: 3191.993408
	Iteration 52Q: 3 clusters Score -979160.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -979199.437500 Penalty: 3191.993408
	Iteration 53Q: 3 clusters Score -979199.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -979236.062500 Penalty: 3191.993408
	Iteration 54Q: 3 clusters Score -979236.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -979269.500000 Penalty: 3191.993408
	Iteration 55Q: 3 clusters Score -979269.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -979305.875000 Penalty: 3191.993408
	Iteration 56Q: 3 clusters Score -979305.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -979343.125000 Penalty: 3191.993408
	Iteration 57Q: 3 clusters Score -979343.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -979376.625000 Penalty: 3191.993408
	Iteration 58Q: 3 clusters Score -979376.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -979410.000000 Penalty: 3191.993408
	Iteration 59Q: 3 clusters Score -979410 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -979433.562500 Penalty: 3191.993408
	Iteration 60F: 3 clusters Score -979433.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -979448.250000 Penalty: 3191.993408
	Iteration 61Q: 3 clusters Score -979448.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -979463.500000 Penalty: 3191.993408
	Iteration 62Q: 3 clusters Score -979463.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -979476.875000 Penalty: 3191.993408
	Iteration 63Q: 3 clusters Score -979476.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -979487.875000 Penalty: 3191.993408
	Iteration 64Q: 3 clusters Score -979487.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -979501.375000 Penalty: 3191.993408
	Iteration 65Q: 3 clusters Score -979501.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -979515.375000 Penalty: 3191.993408
	Iteration 66Q: 3 clusters Score -979515.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -979527.000000 Penalty: 3191.993408
	Iteration 67Q: 3 clusters Score -979527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -979543.187500 Penalty: 3191.993408
	Iteration 68Q: 3 clusters Score -979543.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -979554.375000 Penalty: 3191.993408
	Iteration 69Q: 3 clusters Score -979554.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -979566.062500 Penalty: 3191.993408
	Iteration 70Q: 3 clusters Score -979566.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -979569.812500 Penalty: 3191.993408
	Iteration 71Q: 3 clusters Score -979569.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -979572.375000 Penalty: 3191.993408
	Iteration 72Q: 3 clusters Score -979572.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -979575.187500 Penalty: 3191.993408
	Iteration 73Q: 3 clusters Score -979575.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -979578.687500 Penalty: 3191.993408
	Iteration 74Q: 3 clusters Score -979578.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -979583.062500 Penalty: 3191.993408
	Iteration 75Q: 3 clusters Score -979583.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -979588.812500 Penalty: 3191.993408
	Iteration 76Q: 3 clusters Score -979588.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -979594.125000 Penalty: 3191.993408
	Iteration 77Q: 3 clusters Score -979594.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -979598.312500 Penalty: 3191.993408
	Iteration 78Q: 3 clusters Score -979598.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -979604.375000 Penalty: 3191.993408
	Iteration 79Q: 3 clusters Score -979604.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -979613.500000 Penalty: 3191.993408
	Iteration 80F: 3 clusters Score -979613.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -979619.625000 Penalty: 3191.993408
	Iteration 81Q: 3 clusters Score -979619.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -979626.562500 Penalty: 3191.993408
	Iteration 82Q: 3 clusters Score -979626.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -979632.687500 Penalty: 3191.993408
	Iteration 83Q: 3 clusters Score -979632.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -979635.187500 Penalty: 3191.993408
	Iteration 84Q: 3 clusters Score -979635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -979638.875000 Penalty: 3191.993408
	Iteration 85Q: 3 clusters Score -979638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -979642.687500 Penalty: 3191.993408
	Iteration 86Q: 3 clusters Score -979642.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -979645.625000 Penalty: 3191.993408
	Iteration 87Q: 3 clusters Score -979645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -979645.000000 Penalty: 3191.993408
	Iteration 88Q: 3 clusters Score -979645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -979645.937500 Penalty: 3191.993408
	Iteration 89Q: 3 clusters Score -979645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -979646.750000 Penalty: 3191.993408
	Iteration 90Q: 3 clusters Score -979646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -979646.875000 Penalty: 3191.993408
	Iteration 91Q: 3 clusters Score -979646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -979648.312500 Penalty: 3191.993408
	Iteration 92Q: 3 clusters Score -979648.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -979646.187500 Penalty: 3191.993408
	Iteration 93Q: 3 clusters Score -979646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -979648.437500 Penalty: 3191.993408
	Iteration 94Q: 3 clusters Score -979648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -979650.312500 Penalty: 3191.993408
	Iteration 95Q: 3 clusters Score -979650.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -979654.937500 Penalty: 3191.993408
	Iteration 96Q: 3 clusters Score -979654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -979658.625000 Penalty: 3191.993408
	Iteration 97Q: 3 clusters Score -979658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -979661.000000 Penalty: 3191.993408
	Iteration 98Q: 3 clusters Score -979661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -979664.187500 Penalty: 3191.993408
	Iteration 99Q: 3 clusters Score -979664.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -979665.875000 Penalty: 3191.993408
	Iteration 100F: 3 clusters Score -979665.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -979669.062500 Penalty: 3191.993408
	Iteration 101Q: 3 clusters Score -979669.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -979673.687500 Penalty: 3191.993408
	Iteration 102Q: 3 clusters Score -979673.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -979674.187500 Penalty: 3191.993408
	Iteration 103Q: 3 clusters Score -979674.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -979676.375000 Penalty: 3191.993408
	Iteration 104Q: 3 clusters Score -979676.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -979678.187500 Penalty: 3191.993408
	Iteration 105Q: 3 clusters Score -979678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -979680.250000 Penalty: 3191.993408
	Iteration 106Q: 3 clusters Score -979680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -979681.875000 Penalty: 3191.993408
	Iteration 107Q: 3 clusters Score -979681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -979683.250000 Penalty: 3191.993408
	Iteration 108Q: 3 clusters Score -979683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -979685.937500 Penalty: 3191.993408
	Iteration 109Q: 3 clusters Score -979685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -979685.500000 Penalty: 3191.993408
	Iteration 110Q: 3 clusters Score -979685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -979686.562500 Penalty: 3191.993408
	Iteration 111Q: 3 clusters Score -979686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -979686.250000 Penalty: 3191.993408
	Iteration 112Q: 3 clusters Score -979686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -979686.062500 Penalty: 3191.993408
	Iteration 113Q: 3 clusters Score -979686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -979685.750000 Penalty: 3191.993408
	Iteration 114Q: 3 clusters Score -979685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -979685.750000 Penalty: 3191.993408
	Iteration 115F: 3 clusters Score -979685.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Entering Unmasked Estep 
Score: -499786.687500 Penalty: 1501.404663
	Iteration 0F: 2 clusters Score -499786.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -492390.062500 Penalty: 3002.809326
	Iteration 0F: 3 clusters Score -492390.1 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -494982.687500 Penalty: 3002.809326
	Iteration 1F: 3 clusters Score -494982.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -495888.562500 Penalty: 3002.809326
	Iteration 2F: 3 clusters Score -495888.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -497185.843750 Penalty: 3002.809326
	Iteration 3F: 3 clusters Score -497185.8 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -498546.656250 Penalty: 3002.809326
	Iteration 4F: 3 clusters Score -498546.7 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -499604.218750 Penalty: 3002.809326
	Iteration 5F: 3 clusters Score -499604.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -500076.406250 Penalty: 3002.809326
	Iteration 6F: 3 clusters Score -500076.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -500251.281250 Penalty: 3002.809326
	Iteration 7Q: 3 clusters Score -500251.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -500310.750000 Penalty: 3002.809326
	Iteration 8Q: 3 clusters Score -500310.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -500334.968750 Penalty: 3002.809326
	Iteration 9Q: 3 clusters Score -500335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -500348.031250 Penalty: 3002.809326
	Iteration 10Q: 3 clusters Score -500348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -500353.156250 Penalty: 3002.809326
	Iteration 11Q: 3 clusters Score -500353.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -500356.750000 Penalty: 3002.809326
	Iteration 12Q: 3 clusters Score -500356.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -500359.031250 Penalty: 3002.809326
	Iteration 13Q: 3 clusters Score -500359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -500358.968750 Penalty: 3002.809326
	Iteration 14Q: 3 clusters Score -500359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -500359.875000 Penalty: 3002.809326
	Iteration 15Q: 3 clusters Score -500359.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -500362.250000 Penalty: 3002.809326
	Iteration 16Q: 3 clusters Score -500362.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -500361.875000 Penalty: 3002.809326
	Iteration 17Q: 3 clusters Score -500361.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -500360.718750 Penalty: 3002.809326
	Iteration 18Q: 3 clusters Score -500360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -500360.968750 Penalty: 3002.809326
	Iteration 19Q: 3 clusters Score -500361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -500363.218750 Penalty: 3002.809326
	Iteration 20F: 3 clusters Score -500363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -500363.750000 Penalty: 3002.809326
	Iteration 21Q: 3 clusters Score -500363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -500364.218750 Penalty: 3002.809326
	Iteration 22Q: 3 clusters Score -500364.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -500364.625000 Penalty: 3002.809326
	Iteration 23Q: 3 clusters Score -500364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -500365.843750 Penalty: 3002.809326
	Iteration 24Q: 3 clusters Score -500365.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -500365.906250 Penalty: 3002.809326
	Iteration 25Q: 3 clusters Score -500365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -500366.281250 Penalty: 3002.809326
	Iteration 26Q: 3 clusters Score -500366.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -500368.156250 Penalty: 3002.809326
	Iteration 27Q: 3 clusters Score -500368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -500367.875000 Penalty: 3002.809326
	Iteration 28Q: 3 clusters Score -500367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -500369.312500 Penalty: 3002.809326
	Iteration 29Q: 3 clusters Score -500369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -500368.781250 Penalty: 3002.809326
	Iteration 30Q: 3 clusters Score -500368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -500369.750000 Penalty: 3002.809326
	Iteration 31Q: 3 clusters Score -500369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -500369.750000 Penalty: 3002.809326
	Iteration 32F: 3 clusters Score -500369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 8195 members 
Mstep: Class 5 contains 113449 members 
Mstep: Class 7 contains 60367 members 
Mstep: Class 8 contains 7072 members 
Mstep: Class 9 contains 46973 members 
Mstep: Class 10 contains 91422 members 
Mstep: Class 13 contains 25743 members 
Mstep: Class 14 contains 23190 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 2100 members 
Mstep: Class 20 contains 2355 members 
Entering Unmasked Estep 
Score: -20832932.000000 Penalty: 27336.611328
Splitting cluster 19 changes total score from -20832984.000000 to -20832932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -123770.906250 Penalty: 1261.698120
	Iteration 0F: 2 clusters Score -123770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -121444.296875 Penalty: 2523.396240
	Iteration 0F: 3 clusters Score -121444.3 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -121916.117188 Penalty: 2523.396240
	Iteration 1F: 3 clusters Score -121916.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -122026.265625 Penalty: 2523.396240
	Iteration 2F: 3 clusters Score -122026.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -122110.750000 Penalty: 2523.396240
	Iteration 3Q: 3 clusters Score -122110.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -122176.109375 Penalty: 2523.396240
	Iteration 4Q: 3 clusters Score -122176.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -122226.664062 Penalty: 2523.396240
	Iteration 5Q: 3 clusters Score -122226.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -122270.523438 Penalty: 2523.396240
	Iteration 6Q: 3 clusters Score -122270.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -122313.328125 Penalty: 2523.396240
	Iteration 7Q: 3 clusters Score -122313.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -122356.468750 Penalty: 2523.396240
	Iteration 8Q: 3 clusters Score -122356.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -122382.320312 Penalty: 2523.396240
	Iteration 9Q: 3 clusters Score -122382.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -122399.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -122411.757812 Penalty: 2523.396240
	Iteration 11Q: 3 clusters Score -122411.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -122421.828125 Penalty: 2523.396240
	Iteration 12Q: 3 clusters Score -122421.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -122432.664062 Penalty: 2523.396240
	Iteration 13Q: 3 clusters Score -122432.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -122442.835938 Penalty: 2523.396240
	Iteration 14Q: 3 clusters Score -122442.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -122454.257812 Penalty: 2523.396240
	Iteration 15Q: 3 clusters Score -122454.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -122463.546875 Penalty: 2523.396240
	Iteration 16Q: 3 clusters Score -122463.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -122475.257812 Penalty: 2523.396240
	Iteration 17Q: 3 clusters Score -122475.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -122482.320312 Penalty: 2523.396240
	Iteration 18Q: 3 clusters Score -122482.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -122486.492188 Penalty: 2523.396240
	Iteration 19Q: 3 clusters Score -122486.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -122493.796875 Penalty: 2523.396240
	Iteration 20F: 3 clusters Score -122493.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -122502.031250 Penalty: 2523.396240
	Iteration 21Q: 3 clusters Score -122502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -122506.851562 Penalty: 2523.396240
	Iteration 22Q: 3 clusters Score -122506.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -122512.781250 Penalty: 2523.396240
	Iteration 23Q: 3 clusters Score -122512.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -122521.937500 Penalty: 2523.396240
	Iteration 24Q: 3 clusters Score -122521.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -122530.273438 Penalty: 2523.396240
	Iteration 25Q: 3 clusters Score -122530.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -122539.421875 Penalty: 2523.396240
	Iteration 26Q: 3 clusters Score -122539.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -122545.750000 Penalty: 2523.396240
	Iteration 27Q: 3 clusters Score -122545.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -122552.328125 Penalty: 2523.396240
	Iteration 28Q: 3 clusters Score -122552.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -122557.609375 Penalty: 2523.396240
	Iteration 29Q: 3 clusters Score -122557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -122559.976562 Penalty: 2523.396240
	Iteration 30Q: 3 clusters Score -122560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -122561.671875 Penalty: 2523.396240
	Iteration 31Q: 3 clusters Score -122561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -122562.554688 Penalty: 2523.396240
	Iteration 32Q: 3 clusters Score -122562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -122562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -122562.812500 Penalty: 2523.396240
	Iteration 34F: 3 clusters Score -122562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 5 contains 113449 members 
Mstep: Class 7 contains 60367 members 
Mstep: Class 8 contains 7072 members 
Mstep: Class 9 contains 46973 members 
Mstep: Class 10 contains 91422 members 
Mstep: Class 13 contains 25743 members 
Mstep: Class 14 contains 23190 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 2355 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 199Q: 13 clusters Score -2.083296e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 5 contains 113525 members 
Mstep: Class 7 contains 60351 members 
Mstep: Class 8 contains 7072 members 
Mstep: Class 9 contains 46965 members 
Mstep: Class 10 contains 91402 members 
Mstep: Class 13 contains 25724 members 
Mstep: Class 14 contains 23183 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 18 contains 18421 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 2354 members 
Entering Unmasked Estep 
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Iteration 200F: 13 clusters Score -2.083296e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 5 contains 113591 members 
Mstep: Class 7 contains 60336 members 
Mstep: Class 8 contains 7071 members 
Mstep: Class 9 contains 46959 members 
Mstep: Class 10 contains 91384 members 
Mstep: Class 13 contains 25714 members 
Mstep: Class 14 contains 23179 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 18 contains 18413 members 
Mstep: Class 19 contains 10300 members 
Mstep: Class 20 contains 2353 members 
Entering Unmasked Estep 
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Iteration 201Q: 13 clusters Score -2.0833e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 5 contains 113675 members 
Mstep: Class 7 contains 60319 members 
Mstep: Class 8 contains 7071 members 
Mstep: Class 9 contains 46947 members 
Mstep: Class 10 contains 91364 members 
Mstep: Class 13 contains 25693 members 
Mstep: Class 14 contains 23173 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 18 contains 18408 members 
Mstep: Class 19 contains 10301 members 
Mstep: Class 20 contains 2354 members 
Entering Unmasked Estep 
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Iteration 202Q: 13 clusters Score -2.083295e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 5 contains 113762 members 
Mstep: Class 7 contains 60304 members 
Mstep: Class 8 contains 7071 members 
Mstep: Class 9 contains 46932 members 
Mstep: Class 10 contains 91344 members 
Mstep: Class 13 contains 25671 members 
Mstep: Class 14 contains 23165 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 18 contains 18406 members 
Mstep: Class 19 contains 10303 members 
Mstep: Class 20 contains 2353 members 
Entering Unmasked Estep 
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Iteration 203Q: 13 clusters Score -2.0833e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 5 contains 113848 members 
Mstep: Class 7 contains 60293 members 
Mstep: Class 8 contains 7071 members 
Mstep: Class 9 contains 46918 members 
Mstep: Class 10 contains 91323 members 
Mstep: Class 13 contains 25654 members 
Mstep: Class 14 contains 23158 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 18 contains 18402 members 
Mstep: Class 19 contains 10304 members 
Mstep: Class 20 contains 2352 members 
Entering Unmasked Estep 
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Iteration 204Q: 13 clusters Score -2.0833e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 5 contains 113939 members 
Mstep: Class 7 contains 60288 members 
Mstep: Class 8 contains 7071 members 
Mstep: Class 9 contains 46899 members 
Mstep: Class 10 contains 91304 members 
Mstep: Class 13 contains 25635 members 
Mstep: Class 14 contains 23150 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 18 contains 18397 members 
Mstep: Class 19 contains 10306 members 
Mstep: Class 20 contains 2352 members 
Entering Unmasked Estep 
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Iteration 205Q: 13 clusters Score -2.083293e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 5 contains 114025 members 
Mstep: Class 7 contains 60278 members 
Mstep: Class 8 contains 7070 members 
Mstep: Class 9 contains 46884 members 
Mstep: Class 10 contains 91289 members 
Mstep: Class 13 contains 25613 members 
Mstep: Class 14 contains 23145 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 18 contains 18389 members 
Mstep: Class 19 contains 10306 members 
Mstep: Class 20 contains 2352 members 
Entering Unmasked Estep 
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Iteration 206Q: 13 clusters Score -2.083293e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 5 contains 114112 members 
Mstep: Class 7 contains 60266 members 
Mstep: Class 8 contains 7069 members 
Mstep: Class 9 contains 46869 members 
Mstep: Class 10 contains 91276 members 
Mstep: Class 13 contains 25595 members 
Mstep: Class 14 contains 23138 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 18 contains 18382 members 
Mstep: Class 19 contains 10306 members 
Mstep: Class 20 contains 2351 members 
Entering Unmasked Estep 
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Iteration 207Q: 13 clusters Score -2.083288e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 5 contains 114184 members 
Mstep: Class 7 contains 60255 members 
Mstep: Class 8 contains 7068 members 
Mstep: Class 9 contains 46856 members 
Mstep: Class 10 contains 91265 members 
Mstep: Class 13 contains 25583 members 
Mstep: Class 14 contains 23133 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 18 contains 18373 members 
Mstep: Class 19 contains 10306 members 
Mstep: Class 20 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 208Q: 13 clusters Score -2.083292e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 5 contains 114263 members 
Mstep: Class 7 contains 60242 members 
Mstep: Class 8 contains 7068 members 
Mstep: Class 9 contains 46843 members 
Mstep: Class 10 contains 91253 members 
Mstep: Class 13 contains 25571 members 
Mstep: Class 14 contains 23128 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 18 contains 18359 members 
Mstep: Class 19 contains 10306 members 
Mstep: Class 20 contains 2351 members 
Entering Unmasked Estep 
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Iteration 209Q: 13 clusters Score -2.083289e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 5 contains 114351 members 
Mstep: Class 7 contains 60232 members 
Mstep: Class 8 contains 7068 members 
Mstep: Class 9 contains 46831 members 
Mstep: Class 10 contains 91229 members 
Mstep: Class 13 contains 25561 members 
Mstep: Class 14 contains 23117 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 18 contains 18346 members 
Mstep: Class 19 contains 10307 members 
Mstep: Class 20 contains 2351 members 
Entering Unmasked Estep 
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Iteration 210Q: 13 clusters Score -2.083286e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 5 contains 114447 members 
Mstep: Class 7 contains 60219 members 
Mstep: Class 8 contains 7068 members 
Mstep: Class 9 contains 46818 members 
Mstep: Class 10 contains 91206 members 
Mstep: Class 13 contains 25546 members 
Mstep: Class 14 contains 23111 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 18 contains 18335 members 
Mstep: Class 19 contains 10309 members 
Mstep: Class 20 contains 2349 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 211Q: 13 clusters Score -2.08329e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 5 contains 114549 members 
Mstep: Class 7 contains 60202 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 46810 members 
Mstep: Class 10 contains 91179 members 
Mstep: Class 13 contains 25535 members 
Mstep: Class 14 contains 23106 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 18 contains 18317 members 
Mstep: Class 19 contains 10309 members 
Mstep: Class 20 contains 2346 members 
Entering Unmasked Estep 
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Iteration 212Q: 13 clusters Score -2.083289e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 5 contains 114651 members 
Mstep: Class 7 contains 60181 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 46808 members 
Mstep: Class 10 contains 91153 members 
Mstep: Class 13 contains 25523 members 
Mstep: Class 14 contains 23094 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 18 contains 18301 members 
Mstep: Class 19 contains 10308 members 
Mstep: Class 20 contains 2346 members 
Entering Unmasked Estep 
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Iteration 213Q: 13 clusters Score -2.083293e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 5 contains 114745 members 
Mstep: Class 7 contains 60171 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 46798 members 
Mstep: Class 10 contains 91130 members 
Mstep: Class 13 contains 25508 members 
Mstep: Class 14 contains 23083 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 18 contains 18280 members 
Mstep: Class 19 contains 10309 members 
Mstep: Class 20 contains 2346 members 
Entering Unmasked Estep 
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Iteration 214Q: 13 clusters Score -2.083296e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 5 contains 114845 members 
Mstep: Class 7 contains 60153 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 46791 members 
Mstep: Class 10 contains 91104 members 
Mstep: Class 13 contains 25499 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 18 contains 18263 members 
Mstep: Class 19 contains 10308 members 
Mstep: Class 20 contains 2346 members 
Entering Unmasked Estep 
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Iteration 215Q: 13 clusters Score -2.083296e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 5 contains 114951 members 
Mstep: Class 7 contains 60141 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 46785 members 
Mstep: Class 10 contains 91076 members 
Mstep: Class 13 contains 25486 members 
Mstep: Class 14 contains 23057 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 18 contains 18241 members 
Mstep: Class 19 contains 10309 members 
Mstep: Class 20 contains 2345 members 
Entering Unmasked Estep 
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Iteration 216Q: 13 clusters Score -2.083298e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 5 contains 115069 members 
Mstep: Class 7 contains 60128 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 46779 members 
Mstep: Class 10 contains 91043 members 
Mstep: Class 13 contains 25475 members 
Mstep: Class 14 contains 23030 members 
Mstep: Class 15 contains 2008 members 
Mstep: Class 18 contains 18223 members 
Mstep: Class 19 contains 10310 members 
Mstep: Class 20 contains 2345 members 
Entering Unmasked Estep 
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Iteration 217Q: 13 clusters Score -2.083297e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 5 contains 115183 members 
Mstep: Class 7 contains 60117 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 46772 members 
Mstep: Class 10 contains 91006 members 
Mstep: Class 13 contains 25468 members 
Mstep: Class 14 contains 23013 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 18 contains 18203 members 
Mstep: Class 19 contains 10313 members 
Mstep: Class 20 contains 2344 members 
Entering Unmasked Estep 
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Iteration 218Q: 13 clusters Score -2.083304e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 5 contains 115304 members 
Mstep: Class 7 contains 60098 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 46764 members 
Mstep: Class 10 contains 90958 members 
Mstep: Class 13 contains 25457 members 
Mstep: Class 14 contains 22999 members 
Mstep: Class 15 contains 2007 members 
Mstep: Class 18 contains 18193 members 
Mstep: Class 19 contains 10313 members 
Mstep: Class 20 contains 2343 members 
Entering Unmasked Estep 
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Iteration 219Q: 13 clusters Score -2.083306e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 5 contains 115412 members 
Mstep: Class 7 contains 60090 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 46752 members 
Mstep: Class 10 contains 90920 members 
Mstep: Class 13 contains 25444 members 
Mstep: Class 14 contains 22978 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 18 contains 18189 members 
Mstep: Class 19 contains 10313 members 
Mstep: Class 20 contains 2344 members 
Entering Unmasked Estep 
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Iteration 220F: 13 clusters Score -2.083309e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 5 contains 115516 members 
Mstep: Class 7 contains 60083 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 46744 members 
Mstep: Class 10 contains 90881 members 
Mstep: Class 13 contains 25439 members 
Mstep: Class 14 contains 22960 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 18 contains 18178 members 
Mstep: Class 19 contains 10315 members 
Mstep: Class 20 contains 2342 members 
Entering Unmasked Estep 
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Iteration 221Q: 13 clusters Score -2.083305e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 5 contains 115617 members 
Mstep: Class 7 contains 60077 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 46737 members 
Mstep: Class 10 contains 90844 members 
Mstep: Class 13 contains 25431 members 
Mstep: Class 14 contains 22938 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 18 contains 18169 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 2343 members 
Entering Unmasked Estep 
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Iteration 222Q: 13 clusters Score -2.083307e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 5 contains 115712 members 
Mstep: Class 7 contains 60066 members 
Mstep: Class 8 contains 7066 members 
Mstep: Class 9 contains 46723 members 
Mstep: Class 10 contains 90820 members 
Mstep: Class 13 contains 25424 members 
Mstep: Class 14 contains 22924 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 18 contains 18155 members 
Mstep: Class 19 contains 10318 members 
Mstep: Class 20 contains 2342 members 
Entering Unmasked Estep 
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Iteration 223Q: 13 clusters Score -2.083308e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 5 contains 115811 members 
Mstep: Class 7 contains 60055 members 
Mstep: Class 8 contains 7066 members 
Mstep: Class 9 contains 46714 members 
Mstep: Class 10 contains 90790 members 
Mstep: Class 13 contains 25418 members 
Mstep: Class 14 contains 22907 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 18 contains 18143 members 
Mstep: Class 19 contains 10318 members 
Mstep: Class 20 contains 2338 members 
Entering Unmasked Estep 
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Iteration 224Q: 13 clusters Score -2.083308e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 5 contains 115918 members 
Mstep: Class 7 contains 60036 members 
Mstep: Class 8 contains 7064 members 
Mstep: Class 9 contains 46708 members 
Mstep: Class 10 contains 90756 members 
Mstep: Class 13 contains 25414 members 
Mstep: Class 14 contains 22891 members 
Mstep: Class 15 contains 2011 members 
Mstep: Class 18 contains 18127 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833108.000000 Penalty: 25233.794922
Iteration 225Q: 13 clusters Score -2.083311e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 5 contains 116018 members 
Mstep: Class 7 contains 60020 members 
Mstep: Class 8 contains 7061 members 
Mstep: Class 9 contains 46702 members 
Mstep: Class 10 contains 90731 members 
Mstep: Class 13 contains 25412 members 
Mstep: Class 14 contains 22872 members 
Mstep: Class 15 contains 2012 members 
Mstep: Class 18 contains 18116 members 
Mstep: Class 19 contains 10315 members 
Mstep: Class 20 contains 2335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833118.000000 Penalty: 25233.794922
Iteration 226Q: 13 clusters Score -2.083312e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 5 contains 116124 members 
Mstep: Class 7 contains 60003 members 
Mstep: Class 8 contains 7058 members 
Mstep: Class 9 contains 46694 members 
Mstep: Class 10 contains 90710 members 
Mstep: Class 13 contains 25408 members 
Mstep: Class 14 contains 22851 members 
Mstep: Class 15 contains 2005 members 
Mstep: Class 18 contains 18106 members 
Mstep: Class 19 contains 10314 members 
Mstep: Class 20 contains 2336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833150.000000 Penalty: 25233.794922
Iteration 227Q: 13 clusters Score -2.083315e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 5 contains 116239 members 
Mstep: Class 7 contains 59991 members 
Mstep: Class 8 contains 7054 members 
Mstep: Class 9 contains 46690 members 
Mstep: Class 10 contains 90677 members 
Mstep: Class 13 contains 25399 members 
Mstep: Class 14 contains 22824 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 18 contains 18096 members 
Mstep: Class 19 contains 10310 members 
Mstep: Class 20 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833118.000000 Penalty: 25233.794922
Iteration 228Q: 13 clusters Score -2.083312e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 5 contains 116355 members 
Mstep: Class 7 contains 59983 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 46686 members 
Mstep: Class 10 contains 90652 members 
Mstep: Class 13 contains 25383 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 2007 members 
Mstep: Class 18 contains 18071 members 
Mstep: Class 19 contains 10309 members 
Mstep: Class 20 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833134.000000 Penalty: 25233.794922
Iteration 229Q: 13 clusters Score -2.083313e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 5 contains 116485 members 
Mstep: Class 7 contains 59975 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 46683 members 
Mstep: Class 10 contains 90616 members 
Mstep: Class 13 contains 25372 members 
Mstep: Class 14 contains 22773 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 18 contains 18046 members 
Mstep: Class 19 contains 10311 members 
Mstep: Class 20 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833104.000000 Penalty: 25233.794922
Iteration 230Q: 13 clusters Score -2.08331e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 5 contains 116618 members 
Mstep: Class 7 contains 59967 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 46678 members 
Mstep: Class 10 contains 90576 members 
Mstep: Class 13 contains 25359 members 
Mstep: Class 14 contains 22747 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 18 contains 18027 members 
Mstep: Class 19 contains 10313 members 
Mstep: Class 20 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833086.000000 Penalty: 25233.794922
Iteration 231Q: 13 clusters Score -2.083309e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 5 contains 116745 members 
Mstep: Class 7 contains 59956 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 46672 members 
Mstep: Class 10 contains 90539 members 
Mstep: Class 13 contains 25345 members 
Mstep: Class 14 contains 22725 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 10312 members 
Mstep: Class 20 contains 2341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833108.000000 Penalty: 25233.794922
Iteration 232Q: 13 clusters Score -2.083311e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 5 contains 116869 members 
Mstep: Class 7 contains 59950 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 46665 members 
Mstep: Class 10 contains 90503 members 
Mstep: Class 13 contains 25330 members 
Mstep: Class 14 contains 22693 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 18 contains 17988 members 
Mstep: Class 19 contains 10314 members 
Mstep: Class 20 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833076.000000 Penalty: 25233.794922
Iteration 233Q: 13 clusters Score -2.083308e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 5 contains 117002 members 
Mstep: Class 7 contains 59935 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 46651 members 
Mstep: Class 10 contains 90476 members 
Mstep: Class 13 contains 25318 members 
Mstep: Class 14 contains 22665 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 18 contains 17969 members 
Mstep: Class 19 contains 10313 members 
Mstep: Class 20 contains 2341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833110.000000 Penalty: 25233.794922
Iteration 234Q: 13 clusters Score -2.083311e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 5 contains 117133 members 
Mstep: Class 7 contains 59924 members 
Mstep: Class 8 contains 7048 members 
Mstep: Class 9 contains 46637 members 
Mstep: Class 10 contains 90449 members 
Mstep: Class 13 contains 25310 members 
Mstep: Class 14 contains 22628 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 18 contains 17950 members 
Mstep: Class 19 contains 10313 members 
Mstep: Class 20 contains 2340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833100.000000 Penalty: 25233.794922
Iteration 235Q: 13 clusters Score -2.08331e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 5 contains 117247 members 
Mstep: Class 7 contains 59915 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 46622 members 
Mstep: Class 10 contains 90419 members 
Mstep: Class 13 contains 25306 members 
Mstep: Class 14 contains 22603 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 18 contains 17939 members 
Mstep: Class 19 contains 10314 members 
Mstep: Class 20 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833112.000000 Penalty: 25233.794922
Iteration 236Q: 13 clusters Score -2.083311e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 5 contains 117360 members 
Mstep: Class 7 contains 59909 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 46608 members 
Mstep: Class 10 contains 90386 members 
Mstep: Class 13 contains 25301 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 18 contains 17930 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833154.000000 Penalty: 25233.794922
Iteration 237Q: 13 clusters Score -2.083315e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 5 contains 117490 members 
Mstep: Class 7 contains 59906 members 
Mstep: Class 8 contains 7040 members 
Mstep: Class 9 contains 46608 members 
Mstep: Class 10 contains 90338 members 
Mstep: Class 13 contains 25296 members 
Mstep: Class 14 contains 22531 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 18 contains 17921 members 
Mstep: Class 19 contains 10321 members 
Mstep: Class 20 contains 2340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833138.000000 Penalty: 25233.794922
Iteration 238Q: 13 clusters Score -2.083314e+07 nChanged 193
Entering ConstructFrom: 
Score: -20833138.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (15044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Entering Unmasked Estep 
Score: -795371.562500 Penalty: 1563.044312
	Iteration 0F: 2 clusters Score -795371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -785031.812500 Penalty: 3126.088623
	Iteration 0F: 3 clusters Score -785031.8 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -788574.187500 Penalty: 3126.088623
	Iteration 1F: 3 clusters Score -788574.2 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -788858.250000 Penalty: 3126.088623
	Iteration 2Q: 3 clusters Score -788858.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -789142.187500 Penalty: 3126.088623
	Iteration 3Q: 3 clusters Score -789142.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -789487.875000 Penalty: 3126.088623
	Iteration 4Q: 3 clusters Score -789487.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -789981.187500 Penalty: 3126.088623
	Iteration 5F: 3 clusters Score -789981.2 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -790638.312500 Penalty: 3126.088623
	Iteration 6F: 3 clusters Score -790638.3 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -791466.312500 Penalty: 3126.088623
	Iteration 7F: 3 clusters Score -791466.3 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -792316.062500 Penalty: 3126.088623
	Iteration 8F: 3 clusters Score -792316.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -793044.625000 Penalty: 3126.088623
	Iteration 9F: 3 clusters Score -793044.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -793583.125000 Penalty: 3126.088623
	Iteration 10Q: 3 clusters Score -793583.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -793842.000000 Penalty: 3126.088623
	Iteration 11Q: 3 clusters Score -793842 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -793951.687500 Penalty: 3126.088623
	Iteration 12Q: 3 clusters Score -793951.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -794010.812500 Penalty: 3126.088623
	Iteration 13Q: 3 clusters Score -794010.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -794041.750000 Penalty: 3126.088623
	Iteration 14Q: 3 clusters Score -794041.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -794068.125000 Penalty: 3126.088623
	Iteration 15Q: 3 clusters Score -794068.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -794092.062500 Penalty: 3126.088623
	Iteration 16Q: 3 clusters Score -794092.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -794112.125000 Penalty: 3126.088623
	Iteration 17Q: 3 clusters Score -794112.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -794126.937500 Penalty: 3126.088623
	Iteration 18Q: 3 clusters Score -794126.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -794138.562500 Penalty: 3126.088623
	Iteration 19Q: 3 clusters Score -794138.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -794141.812500 Penalty: 3126.088623
	Iteration 20F: 3 clusters Score -794141.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -794146.562500 Penalty: 3126.088623
	Iteration 21Q: 3 clusters Score -794146.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -794150.812500 Penalty: 3126.088623
	Iteration 22Q: 3 clusters Score -794150.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -794150.687500 Penalty: 3126.088623
	Iteration 23Q: 3 clusters Score -794150.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -794152.625000 Penalty: 3126.088623
	Iteration 24Q: 3 clusters Score -794152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -794153.312500 Penalty: 3126.088623
	Iteration 25Q: 3 clusters Score -794153.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -794154.187500 Penalty: 3126.088623
	Iteration 26Q: 3 clusters Score -794154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -794156.312500 Penalty: 3126.088623
	Iteration 27Q: 3 clusters Score -794156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -794157.000000 Penalty: 3126.088623
	Iteration 28Q: 3 clusters Score -794157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -794155.250000 Penalty: 3126.088623
	Iteration 29Q: 3 clusters Score -794155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -794155.250000 Penalty: 3126.088623
	Iteration 30F: 3 clusters Score -794155.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (117624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117624 members 
Entering Unmasked Estep 
Score: -6031037.500000 Penalty: 1897.227783
	Iteration 0F: 2 clusters Score -6031038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -5952437.500000 Penalty: 3794.455566
	Iteration 0F: 3 clusters Score -5952438 nChanged 56267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -5985741.500000 Penalty: 3794.455566
	Iteration 1F: 3 clusters Score -5985742 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -5987376.000000 Penalty: 3794.455566
	Iteration 2Q: 3 clusters Score -5987376 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -5989564.500000 Penalty: 3794.455566
	Iteration 3Q: 3 clusters Score -5989564 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -5992377.000000 Penalty: 3794.455566
	Iteration 4Q: 3 clusters Score -5992377 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -5995717.000000 Penalty: 3794.455566
	Iteration 5F: 3 clusters Score -5995717 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -5999527.500000 Penalty: 3794.455566
	Iteration 6F: 3 clusters Score -5999528 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -6003567.000000 Penalty: 3794.455566
	Iteration 7F: 3 clusters Score -6003567 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -6007399.000000 Penalty: 3794.455566
	Iteration 8F: 3 clusters Score -6007399 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -6010699.000000 Penalty: 3794.455566
	Iteration 9Q: 3 clusters Score -6010699 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -6013232.000000 Penalty: 3794.455566
	Iteration 10Q: 3 clusters Score -6013232 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -6015029.000000 Penalty: 3794.455566
	Iteration 11Q: 3 clusters Score -6015029 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -6016586.000000 Penalty: 3794.455566
	Iteration 12Q: 3 clusters Score -6016586 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -6018204.500000 Penalty: 3794.455566
	Iteration 13Q: 3 clusters Score -6018204 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -6019869.500000 Penalty: 3794.455566
	Iteration 14Q: 3 clusters Score -6019870 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106244 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -6021565.500000 Penalty: 3794.455566
	Iteration 15Q: 3 clusters Score -6021566 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -6023184.500000 Penalty: 3794.455566
	Iteration 16Q: 3 clusters Score -6023184 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111121 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -6024770.000000 Penalty: 3794.455566
	Iteration 17Q: 3 clusters Score -6024770 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113000 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -6026102.000000 Penalty: 3794.455566
	Iteration 18Q: 3 clusters Score -6026102 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -6027204.500000 Penalty: 3794.455566
	Iteration 19Q: 3 clusters Score -6027204 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115622 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6028012.000000 Penalty: 3794.455566
	Iteration 20F: 3 clusters Score -6028012 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6028553.000000 Penalty: 3794.455566
	Iteration 21Q: 3 clusters Score -6028553 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116829 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6028861.500000 Penalty: 3794.455566
	Iteration 22Q: 3 clusters Score -6028862 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117064 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6029046.000000 Penalty: 3794.455566
	Iteration 23Q: 3 clusters Score -6029046 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117198 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6029173.500000 Penalty: 3794.455566
	Iteration 24Q: 3 clusters Score -6029174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117273 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6029254.000000 Penalty: 3794.455566
	Iteration 25Q: 3 clusters Score -6029254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6029299.500000 Penalty: 3794.455566
	Iteration 26Q: 3 clusters Score -6029300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117342 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6029327.500000 Penalty: 3794.455566
	Iteration 27Q: 3 clusters Score -6029328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117354 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6029343.500000 Penalty: 3794.455566
	Iteration 28Q: 3 clusters Score -6029344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117364 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6029360.000000 Penalty: 3794.455566
	Iteration 29Q: 3 clusters Score -6029360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117375 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6029366.500000 Penalty: 3794.455566
	Iteration 30Q: 3 clusters Score -6029366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117381 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6029380.500000 Penalty: 3794.455566
	Iteration 31Q: 3 clusters Score -6029380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117384 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6029390.500000 Penalty: 3794.455566
	Iteration 32Q: 3 clusters Score -6029390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117388 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6029387.500000 Penalty: 3794.455566
	Iteration 33Q: 3 clusters Score -6029388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117390 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6029394.500000 Penalty: 3794.455566
	Iteration 34Q: 3 clusters Score -6029394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117393 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6029397.000000 Penalty: 3794.455566
	Iteration 35Q: 3 clusters Score -6029397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117392 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6029403.000000 Penalty: 3794.455566
	Iteration 36Q: 3 clusters Score -6029403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117393 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6029402.000000 Penalty: 3794.455566
	Iteration 37Q: 3 clusters Score -6029402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117394 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6029404.500000 Penalty: 3794.455566
	Iteration 38Q: 3 clusters Score -6029404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117396 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6029411.000000 Penalty: 3794.455566
	Iteration 39Q: 3 clusters Score -6029411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117400 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6029410.500000 Penalty: 3794.455566
	Iteration 40F: 3 clusters Score -6029410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117401 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6029409.500000 Penalty: 3794.455566
	Iteration 41Q: 3 clusters Score -6029410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117403 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6029415.000000 Penalty: 3794.455566
	Iteration 42Q: 3 clusters Score -6029415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6029417.500000 Penalty: 3794.455566
	Iteration 43Q: 3 clusters Score -6029418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117406 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6029418.500000 Penalty: 3794.455566
	Iteration 44Q: 3 clusters Score -6029418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6029420.000000 Penalty: 3794.455566
	Iteration 45Q: 3 clusters Score -6029420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117404 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6029418.500000 Penalty: 3794.455566
	Iteration 46Q: 3 clusters Score -6029418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6029420.000000 Penalty: 3794.455566
	Iteration 47Q: 3 clusters Score -6029420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6029420.000000 Penalty: 3794.455566
	Iteration 48F: 3 clusters Score -6029420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (59892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Entering Unmasked Estep 
Score: -3139189.000000 Penalty: 1787.548462
	Iteration 0F: 2 clusters Score -3139189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3098957.000000 Penalty: 3575.096924
	Iteration 0F: 3 clusters Score -3098957 nChanged 28255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3114987.500000 Penalty: 3575.096924
	Iteration 1F: 3 clusters Score -3114988 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3115394.750000 Penalty: 3575.096924
	Iteration 2Q: 3 clusters Score -3115395 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3115814.250000 Penalty: 3575.096924
	Iteration 3Q: 3 clusters Score -3115814 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3116265.750000 Penalty: 3575.096924
	Iteration 4Q: 3 clusters Score -3116266 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3116810.500000 Penalty: 3575.096924
	Iteration 5Q: 3 clusters Score -3116810 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -3117408.000000 Penalty: 3575.096924
	Iteration 6Q: 3 clusters Score -3117408 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -3118104.000000 Penalty: 3575.096924
	Iteration 7Q: 3 clusters Score -3118104 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3118955.000000 Penalty: 3575.096924
	Iteration 8Q: 3 clusters Score -3118955 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -3120185.000000 Penalty: 3575.096924
	Iteration 9Q: 3 clusters Score -3120185 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3121885.750000 Penalty: 3575.096924
	Iteration 10Q: 3 clusters Score -3121886 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -3124051.250000 Penalty: 3575.096924
	Iteration 11F: 3 clusters Score -3124051 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3126090.750000 Penalty: 3575.096924
	Iteration 12F: 3 clusters Score -3126091 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3127250.250000 Penalty: 3575.096924
	Iteration 13Q: 3 clusters Score -3127250 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3127701.500000 Penalty: 3575.096924
	Iteration 14Q: 3 clusters Score -3127702 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3127892.500000 Penalty: 3575.096924
	Iteration 15Q: 3 clusters Score -3127892 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3128024.500000 Penalty: 3575.096924
	Iteration 16Q: 3 clusters Score -3128024 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3128096.000000 Penalty: 3575.096924
	Iteration 17Q: 3 clusters Score -3128096 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3128212.000000 Penalty: 3575.096924
	Iteration 18Q: 3 clusters Score -3128212 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3128326.750000 Penalty: 3575.096924
	Iteration 19Q: 3 clusters Score -3128327 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3128449.250000 Penalty: 3575.096924
	Iteration 20F: 3 clusters Score -3128449 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3128585.500000 Penalty: 3575.096924
	Iteration 21Q: 3 clusters Score -3128586 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3128749.250000 Penalty: 3575.096924
	Iteration 22Q: 3 clusters Score -3128749 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3128903.250000 Penalty: 3575.096924
	Iteration 23Q: 3 clusters Score -3128903 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3129115.000000 Penalty: 3575.096924
	Iteration 24Q: 3 clusters Score -3129115 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3129302.750000 Penalty: 3575.096924
	Iteration 25Q: 3 clusters Score -3129303 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3129505.000000 Penalty: 3575.096924
	Iteration 26Q: 3 clusters Score -3129505 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -3129729.750000 Penalty: 3575.096924
	Iteration 27Q: 3 clusters Score -3129730 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3129931.000000 Penalty: 3575.096924
	Iteration 28Q: 3 clusters Score -3129931 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3130132.250000 Penalty: 3575.096924
	Iteration 29Q: 3 clusters Score -3130132 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3130351.750000 Penalty: 3575.096924
	Iteration 30Q: 3 clusters Score -3130352 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3130511.750000 Penalty: 3575.096924
	Iteration 31Q: 3 clusters Score -3130512 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3130680.250000 Penalty: 3575.096924
	Iteration 32Q: 3 clusters Score -3130680 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3130810.250000 Penalty: 3575.096924
	Iteration 33Q: 3 clusters Score -3130810 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3130915.500000 Penalty: 3575.096924
	Iteration 34Q: 3 clusters Score -3130916 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3131041.750000 Penalty: 3575.096924
	Iteration 35Q: 3 clusters Score -3131042 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3131120.500000 Penalty: 3575.096924
	Iteration 36Q: 3 clusters Score -3131120 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3131233.250000 Penalty: 3575.096924
	Iteration 37Q: 3 clusters Score -3131233 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3131381.750000 Penalty: 3575.096924
	Iteration 38Q: 3 clusters Score -3131382 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3131509.500000 Penalty: 3575.096924
	Iteration 39Q: 3 clusters Score -3131510 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3131663.250000 Penalty: 3575.096924
	Iteration 40F: 3 clusters Score -3131663 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3131792.000000 Penalty: 3575.096924
	Iteration 41Q: 3 clusters Score -3131792 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3131927.250000 Penalty: 3575.096924
	Iteration 42Q: 3 clusters Score -3131927 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3132108.750000 Penalty: 3575.096924
	Iteration 43Q: 3 clusters Score -3132109 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3132261.500000 Penalty: 3575.096924
	Iteration 44Q: 3 clusters Score -3132262 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3132440.500000 Penalty: 3575.096924
	Iteration 45Q: 3 clusters Score -3132440 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3132629.750000 Penalty: 3575.096924
	Iteration 46Q: 3 clusters Score -3132630 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -3132858.500000 Penalty: 3575.096924
	Iteration 47Q: 3 clusters Score -3132858 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3133140.500000 Penalty: 3575.096924
	Iteration 48Q: 3 clusters Score -3133140 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3133424.750000 Penalty: 3575.096924
	Iteration 49Q: 3 clusters Score -3133425 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3133700.250000 Penalty: 3575.096924
	Iteration 50Q: 3 clusters Score -3133700 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3133998.500000 Penalty: 3575.096924
	Iteration 51Q: 3 clusters Score -3133998 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3134317.750000 Penalty: 3575.096924
	Iteration 52Q: 3 clusters Score -3134318 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3134656.500000 Penalty: 3575.096924
	Iteration 53Q: 3 clusters Score -3134656 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3134981.000000 Penalty: 3575.096924
	Iteration 54Q: 3 clusters Score -3134981 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3135305.750000 Penalty: 3575.096924
	Iteration 55Q: 3 clusters Score -3135306 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3135631.250000 Penalty: 3575.096924
	Iteration 56Q: 3 clusters Score -3135631 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3135973.000000 Penalty: 3575.096924
	Iteration 57Q: 3 clusters Score -3135973 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3136240.000000 Penalty: 3575.096924
	Iteration 58Q: 3 clusters Score -3136240 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3136481.000000 Penalty: 3575.096924
	Iteration 59Q: 3 clusters Score -3136481 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3136682.250000 Penalty: 3575.096924
	Iteration 60F: 3 clusters Score -3136682 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3136861.500000 Penalty: 3575.096924
	Iteration 61Q: 3 clusters Score -3136862 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3137013.750000 Penalty: 3575.096924
	Iteration 62Q: 3 clusters Score -3137014 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3137141.000000 Penalty: 3575.096924
	Iteration 63Q: 3 clusters Score -3137141 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3137240.250000 Penalty: 3575.096924
	Iteration 64Q: 3 clusters Score -3137240 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3137314.000000 Penalty: 3575.096924
	Iteration 65Q: 3 clusters Score -3137314 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3137380.750000 Penalty: 3575.096924
	Iteration 66Q: 3 clusters Score -3137381 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3137445.750000 Penalty: 3575.096924
	Iteration 67Q: 3 clusters Score -3137446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3137513.500000 Penalty: 3575.096924
	Iteration 68Q: 3 clusters Score -3137514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3137560.250000 Penalty: 3575.096924
	Iteration 69Q: 3 clusters Score -3137560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3137584.500000 Penalty: 3575.096924
	Iteration 70Q: 3 clusters Score -3137584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3137606.500000 Penalty: 3575.096924
	Iteration 71Q: 3 clusters Score -3137606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3137626.250000 Penalty: 3575.096924
	Iteration 72Q: 3 clusters Score -3137626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3137639.750000 Penalty: 3575.096924
	Iteration 73Q: 3 clusters Score -3137640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3137645.250000 Penalty: 3575.096924
	Iteration 74Q: 3 clusters Score -3137645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3137663.250000 Penalty: 3575.096924
	Iteration 75Q: 3 clusters Score -3137663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3137674.500000 Penalty: 3575.096924
	Iteration 76Q: 3 clusters Score -3137674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3137681.750000 Penalty: 3575.096924
	Iteration 77Q: 3 clusters Score -3137682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3137680.750000 Penalty: 3575.096924
	Iteration 78Q: 3 clusters Score -3137681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3137691.000000 Penalty: 3575.096924
	Iteration 79Q: 3 clusters Score -3137691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3137699.250000 Penalty: 3575.096924
	Iteration 80F: 3 clusters Score -3137699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3137707.500000 Penalty: 3575.096924
	Iteration 81Q: 3 clusters Score -3137708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3137710.750000 Penalty: 3575.096924
	Iteration 82Q: 3 clusters Score -3137711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3137717.250000 Penalty: 3575.096924
	Iteration 83Q: 3 clusters Score -3137717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3137721.500000 Penalty: 3575.096924
	Iteration 84Q: 3 clusters Score -3137722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3137720.250000 Penalty: 3575.096924
	Iteration 85Q: 3 clusters Score -3137720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3137726.500000 Penalty: 3575.096924
	Iteration 86Q: 3 clusters Score -3137726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3137737.500000 Penalty: 3575.096924
	Iteration 87Q: 3 clusters Score -3137738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3137747.250000 Penalty: 3575.096924
	Iteration 88Q: 3 clusters Score -3137747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3137751.500000 Penalty: 3575.096924
	Iteration 89Q: 3 clusters Score -3137752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3137753.500000 Penalty: 3575.096924
	Iteration 90Q: 3 clusters Score -3137754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3137748.750000 Penalty: 3575.096924
	Iteration 91Q: 3 clusters Score -3137749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3137751.000000 Penalty: 3575.096924
	Iteration 92Q: 3 clusters Score -3137751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3137760.500000 Penalty: 3575.096924
	Iteration 93Q: 3 clusters Score -3137760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3137759.250000 Penalty: 3575.096924
	Iteration 94Q: 3 clusters Score -3137759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3137762.750000 Penalty: 3575.096924
	Iteration 95Q: 3 clusters Score -3137763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3137764.750000 Penalty: 3575.096924
	Iteration 96Q: 3 clusters Score -3137765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3137767.500000 Penalty: 3575.096924
	Iteration 97Q: 3 clusters Score -3137768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3137768.250000 Penalty: 3575.096924
	Iteration 98Q: 3 clusters Score -3137768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3137772.000000 Penalty: 3575.096924
	Iteration 99Q: 3 clusters Score -3137772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3137772.000000 Penalty: 3575.096924
	Iteration 100F: 3 clusters Score -3137772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3137772.750000 Penalty: 3575.096924
	Iteration 101Q: 3 clusters Score -3137773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3137772.750000 Penalty: 3575.096924
	Iteration 102F: 3 clusters Score -3137773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Entering Unmasked Estep 
Score: -373382.937500 Penalty: 1439.623535
	Iteration 0F: 2 clusters Score -373382.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -368110.375000 Penalty: 2879.247070
	Iteration 0F: 3 clusters Score -368110.4 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -369646.218750 Penalty: 2879.247070
	Iteration 1F: 3 clusters Score -369646.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -369822.125000 Penalty: 2879.247070
	Iteration 2F: 3 clusters Score -369822.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -369951.468750 Penalty: 2879.247070
	Iteration 3Q: 3 clusters Score -369951.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -370071.531250 Penalty: 2879.247070
	Iteration 4Q: 3 clusters Score -370071.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -370185.593750 Penalty: 2879.247070
	Iteration 5Q: 3 clusters Score -370185.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -370317.125000 Penalty: 2879.247070
	Iteration 6Q: 3 clusters Score -370317.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -370445.718750 Penalty: 2879.247070
	Iteration 7Q: 3 clusters Score -370445.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -370585.281250 Penalty: 2879.247070
	Iteration 8Q: 3 clusters Score -370585.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -370731.875000 Penalty: 2879.247070
	Iteration 9Q: 3 clusters Score -370731.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -370867.187500 Penalty: 2879.247070
	Iteration 10Q: 3 clusters Score -370867.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -371022.375000 Penalty: 2879.247070
	Iteration 11Q: 3 clusters Score -371022.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -371181.531250 Penalty: 2879.247070
	Iteration 12Q: 3 clusters Score -371181.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -371337.531250 Penalty: 2879.247070
	Iteration 13Q: 3 clusters Score -371337.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -371468.500000 Penalty: 2879.247070
	Iteration 14Q: 3 clusters Score -371468.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -371598.031250 Penalty: 2879.247070
	Iteration 15Q: 3 clusters Score -371598 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -371710.625000 Penalty: 2879.247070
	Iteration 16Q: 3 clusters Score -371710.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -371821.593750 Penalty: 2879.247070
	Iteration 17Q: 3 clusters Score -371821.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -371889.625000 Penalty: 2879.247070
	Iteration 18Q: 3 clusters Score -371889.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -371944.875000 Penalty: 2879.247070
	Iteration 19Q: 3 clusters Score -371944.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -371989.875000 Penalty: 2879.247070
	Iteration 20F: 3 clusters Score -371989.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -372023.718750 Penalty: 2879.247070
	Iteration 21Q: 3 clusters Score -372023.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -372061.281250 Penalty: 2879.247070
	Iteration 22Q: 3 clusters Score -372061.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -372084.250000 Penalty: 2879.247070
	Iteration 23Q: 3 clusters Score -372084.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -372107.000000 Penalty: 2879.247070
	Iteration 24Q: 3 clusters Score -372107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -372120.500000 Penalty: 2879.247070
	Iteration 25Q: 3 clusters Score -372120.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -372137.437500 Penalty: 2879.247070
	Iteration 26Q: 3 clusters Score -372137.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -372155.687500 Penalty: 2879.247070
	Iteration 27Q: 3 clusters Score -372155.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -372166.468750 Penalty: 2879.247070
	Iteration 28Q: 3 clusters Score -372166.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -372173.750000 Penalty: 2879.247070
	Iteration 29Q: 3 clusters Score -372173.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -372179.781250 Penalty: 2879.247070
	Iteration 30Q: 3 clusters Score -372179.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -372184.937500 Penalty: 2879.247070
	Iteration 31Q: 3 clusters Score -372184.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -372191.125000 Penalty: 2879.247070
	Iteration 32Q: 3 clusters Score -372191.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -372196.843750 Penalty: 2879.247070
	Iteration 33Q: 3 clusters Score -372196.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -372202.187500 Penalty: 2879.247070
	Iteration 34Q: 3 clusters Score -372202.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -372206.281250 Penalty: 2879.247070
	Iteration 35Q: 3 clusters Score -372206.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -372211.187500 Penalty: 2879.247070
	Iteration 36Q: 3 clusters Score -372211.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -372216.343750 Penalty: 2879.247070
	Iteration 37Q: 3 clusters Score -372216.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -372219.875000 Penalty: 2879.247070
	Iteration 38Q: 3 clusters Score -372219.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -372225.000000 Penalty: 2879.247070
	Iteration 39Q: 3 clusters Score -372225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -372229.937500 Penalty: 2879.247070
	Iteration 40F: 3 clusters Score -372229.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -372235.406250 Penalty: 2879.247070
	Iteration 41Q: 3 clusters Score -372235.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -372238.406250 Penalty: 2879.247070
	Iteration 42Q: 3 clusters Score -372238.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -372242.375000 Penalty: 2879.247070
	Iteration 43Q: 3 clusters Score -372242.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -372247.843750 Penalty: 2879.247070
	Iteration 44Q: 3 clusters Score -372247.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -372252.843750 Penalty: 2879.247070
	Iteration 45Q: 3 clusters Score -372252.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -372255.937500 Penalty: 2879.247070
	Iteration 46Q: 3 clusters Score -372255.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -372256.968750 Penalty: 2879.247070
	Iteration 47Q: 3 clusters Score -372257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -372258.718750 Penalty: 2879.247070
	Iteration 48Q: 3 clusters Score -372258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -372261.218750 Penalty: 2879.247070
	Iteration 49Q: 3 clusters Score -372261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -372261.343750 Penalty: 2879.247070
	Iteration 50Q: 3 clusters Score -372261.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -372262.406250 Penalty: 2879.247070
	Iteration 51Q: 3 clusters Score -372262.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -372263.562500 Penalty: 2879.247070
	Iteration 52Q: 3 clusters Score -372263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -372263.375000 Penalty: 2879.247070
	Iteration 53Q: 3 clusters Score -372263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -372265.062500 Penalty: 2879.247070
	Iteration 54Q: 3 clusters Score -372265.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -372265.468750 Penalty: 2879.247070
	Iteration 55Q: 3 clusters Score -372265.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -372266.718750 Penalty: 2879.247070
	Iteration 56Q: 3 clusters Score -372266.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -372269.000000 Penalty: 2879.247070
	Iteration 57Q: 3 clusters Score -372269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -372270.656250 Penalty: 2879.247070
	Iteration 58Q: 3 clusters Score -372270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -372273.031250 Penalty: 2879.247070
	Iteration 59Q: 3 clusters Score -372273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -372276.593750 Penalty: 2879.247070
	Iteration 60F: 3 clusters Score -372276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -372278.718750 Penalty: 2879.247070
	Iteration 61Q: 3 clusters Score -372278.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -372281.625000 Penalty: 2879.247070
	Iteration 62Q: 3 clusters Score -372281.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -372286.531250 Penalty: 2879.247070
	Iteration 63Q: 3 clusters Score -372286.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -372288.750000 Penalty: 2879.247070
	Iteration 64Q: 3 clusters Score -372288.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -372290.718750 Penalty: 2879.247070
	Iteration 65Q: 3 clusters Score -372290.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -372291.843750 Penalty: 2879.247070
	Iteration 66Q: 3 clusters Score -372291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -372293.031250 Penalty: 2879.247070
	Iteration 67Q: 3 clusters Score -372293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -372293.875000 Penalty: 2879.247070
	Iteration 68Q: 3 clusters Score -372293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -372294.250000 Penalty: 2879.247070
	Iteration 69Q: 3 clusters Score -372294.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -372294.343750 Penalty: 2879.247070
	Iteration 70Q: 3 clusters Score -372294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -372295.500000 Penalty: 2879.247070
	Iteration 71Q: 3 clusters Score -372295.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -372296.687500 Penalty: 2879.247070
	Iteration 72Q: 3 clusters Score -372296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -372297.125000 Penalty: 2879.247070
	Iteration 73Q: 3 clusters Score -372297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -372297.718750 Penalty: 2879.247070
	Iteration 74Q: 3 clusters Score -372297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -372297.437500 Penalty: 2879.247070
	Iteration 75Q: 3 clusters Score -372297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -372297.437500 Penalty: 2879.247070
	Iteration 76F: 3 clusters Score -372297.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Entering Unmasked Estep 
Score: -2465956.500000 Penalty: 1746.766846
	Iteration 0F: 2 clusters Score -2465956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2434753.250000 Penalty: 3493.533691
	Iteration 0F: 3 clusters Score -2434753 nChanged 21876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2446788.250000 Penalty: 3493.533691
	Iteration 1F: 3 clusters Score -2446788 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2447316.500000 Penalty: 3493.533691
	Iteration 2Q: 3 clusters Score -2447316 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2448090.250000 Penalty: 3493.533691
	Iteration 3Q: 3 clusters Score -2448090 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2449299.500000 Penalty: 3493.533691
	Iteration 4F: 3 clusters Score -2449300 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2451330.000000 Penalty: 3493.533691
	Iteration 5F: 3 clusters Score -2451330 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2454450.250000 Penalty: 3493.533691
	Iteration 6F: 3 clusters Score -2454450 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2458361.250000 Penalty: 3493.533691
	Iteration 7F: 3 clusters Score -2458361 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2461685.500000 Penalty: 3493.533691
	Iteration 8F: 3 clusters Score -2461686 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2463434.250000 Penalty: 3493.533691
	Iteration 9Q: 3 clusters Score -2463434 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2464108.500000 Penalty: 3493.533691
	Iteration 10Q: 3 clusters Score -2464108 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2464338.750000 Penalty: 3493.533691
	Iteration 11Q: 3 clusters Score -2464339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2464443.750000 Penalty: 3493.533691
	Iteration 12Q: 3 clusters Score -2464444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2464494.000000 Penalty: 3493.533691
	Iteration 13Q: 3 clusters Score -2464494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2464521.000000 Penalty: 3493.533691
	Iteration 14Q: 3 clusters Score -2464521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2464539.250000 Penalty: 3493.533691
	Iteration 15Q: 3 clusters Score -2464539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2464549.000000 Penalty: 3493.533691
	Iteration 16Q: 3 clusters Score -2464549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2464555.000000 Penalty: 3493.533691
	Iteration 17Q: 3 clusters Score -2464555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2464562.750000 Penalty: 3493.533691
	Iteration 18Q: 3 clusters Score -2464563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2464568.750000 Penalty: 3493.533691
	Iteration 19Q: 3 clusters Score -2464569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2464572.000000 Penalty: 3493.533691
	Iteration 20F: 3 clusters Score -2464572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2464571.500000 Penalty: 3493.533691
	Iteration 21Q: 3 clusters Score -2464572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2464571.500000 Penalty: 3493.533691
	Iteration 22F: 3 clusters Score -2464572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (90298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Entering Unmasked Estep 
Score: -4676668.500000 Penalty: 1854.266479
	Iteration 0F: 2 clusters Score -4676668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -4616038.000000 Penalty: 3708.532959
	Iteration 0F: 3 clusters Score -4616038 nChanged 43203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -4641142.000000 Penalty: 3708.532959
	Iteration 1F: 3 clusters Score -4641142 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -4641861.000000 Penalty: 3708.532959
	Iteration 2Q: 3 clusters Score -4641861 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -4642723.500000 Penalty: 3708.532959
	Iteration 3Q: 3 clusters Score -4642724 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -4643836.500000 Penalty: 3708.532959
	Iteration 4Q: 3 clusters Score -4643836 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -4645376.000000 Penalty: 3708.532959
	Iteration 5Q: 3 clusters Score -4645376 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -4647894.000000 Penalty: 3708.532959
	Iteration 6Q: 3 clusters Score -4647894 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -4652285.000000 Penalty: 3708.532959
	Iteration 7F: 3 clusters Score -4652285 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -4659394.000000 Penalty: 3708.532959
	Iteration 8F: 3 clusters Score -4659394 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -4667666.000000 Penalty: 3708.532959
	Iteration 9F: 3 clusters Score -4667666 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -4672668.000000 Penalty: 3708.532959
	Iteration 10F: 3 clusters Score -4672668 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -4675223.000000 Penalty: 3708.532959
	Iteration 11Q: 3 clusters Score -4675223 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -4676730.000000 Penalty: 3708.532959
	Iteration 12Q: 3 clusters Score -4676730 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -4677560.500000 Penalty: 3708.532959
	Iteration 13Q: 3 clusters Score -4677560 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -4677970.000000 Penalty: 3708.532959
	Iteration 14Q: 3 clusters Score -4677970 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -4678142.500000 Penalty: 3708.532959
	Iteration 15Q: 3 clusters Score -4678142 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -4678225.500000 Penalty: 3708.532959
	Iteration 16Q: 3 clusters Score -4678226 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -4678288.000000 Penalty: 3708.532959
	Iteration 17Q: 3 clusters Score -4678288 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -4678302.500000 Penalty: 3708.532959
	Iteration 18Q: 3 clusters Score -4678302 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -4678327.500000 Penalty: 3708.532959
	Iteration 19Q: 3 clusters Score -4678328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -4678318.500000 Penalty: 3708.532959
	Iteration 20F: 3 clusters Score -4678318 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -4678326.000000 Penalty: 3708.532959
	Iteration 21Q: 3 clusters Score -4678326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -4678327.000000 Penalty: 3708.532959
	Iteration 22Q: 3 clusters Score -4678327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -4678331.000000 Penalty: 3708.532959
	Iteration 23Q: 3 clusters Score -4678331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -4678331.000000 Penalty: 3708.532959
	Iteration 24Q: 3 clusters Score -4678331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -4678329.500000 Penalty: 3708.532959
	Iteration 25Q: 3 clusters Score -4678330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -4678335.500000 Penalty: 3708.532959
	Iteration 26Q: 3 clusters Score -4678336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -4678333.000000 Penalty: 3708.532959
	Iteration 27Q: 3 clusters Score -4678333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -4678338.000000 Penalty: 3708.532959
	Iteration 28Q: 3 clusters Score -4678338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -4678335.000000 Penalty: 3708.532959
	Iteration 29Q: 3 clusters Score -4678335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -4678332.500000 Penalty: 3708.532959
	Iteration 30Q: 3 clusters Score -4678332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -4678330.500000 Penalty: 3708.532959
	Iteration 31Q: 3 clusters Score -4678330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -4678332.000000 Penalty: 3708.532959
	Iteration 32Q: 3 clusters Score -4678332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -4678336.000000 Penalty: 3708.532959
	Iteration 33Q: 3 clusters Score -4678336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -4678333.000000 Penalty: 3708.532959
	Iteration 34Q: 3 clusters Score -4678333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -4678333.000000 Penalty: 3708.532959
	Iteration 35F: 3 clusters Score -4678333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 60985 members 
Mstep: Class 5 contains 117624 members 
Mstep: Class 7 contains 59892 members 
Mstep: Class 8 contains 7039 members 
Mstep: Class 9 contains 46599 members 
Mstep: Class 10 contains 29313 members 
Mstep: Class 13 contains 25284 members 
Mstep: Class 14 contains 22497 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 18 contains 17910 members 
Mstep: Class 19 contains 10324 members 
Mstep: Class 20 contains 2340 members 
Entering Unmasked Estep 
Score: -20834530.000000 Penalty: 27336.611328
Splitting cluster 10 changes total score from -20833138.000000 to -20834530.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 13 (25284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Entering Unmasked Estep 
Score: -1333350.875000 Penalty: 1647.413086
	Iteration 0F: 2 clusters Score -1333351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1316183.375000 Penalty: 3294.826172
	Iteration 0F: 3 clusters Score -1316183 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1322788.875000 Penalty: 3294.826172
	Iteration 1F: 3 clusters Score -1322789 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1323254.875000 Penalty: 3294.826172
	Iteration 2Q: 3 clusters Score -1323255 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1323721.375000 Penalty: 3294.826172
	Iteration 3Q: 3 clusters Score -1323721 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1324185.375000 Penalty: 3294.826172
	Iteration 4Q: 3 clusters Score -1324185 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1324736.375000 Penalty: 3294.826172
	Iteration 5Q: 3 clusters Score -1324736 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1325495.750000 Penalty: 3294.826172
	Iteration 6F: 3 clusters Score -1325496 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1326512.875000 Penalty: 3294.826172
	Iteration 7F: 3 clusters Score -1326513 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1327653.625000 Penalty: 3294.826172
	Iteration 8F: 3 clusters Score -1327654 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1328608.625000 Penalty: 3294.826172
	Iteration 9F: 3 clusters Score -1328609 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1329147.375000 Penalty: 3294.826172
	Iteration 10Q: 3 clusters Score -1329147 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1329423.875000 Penalty: 3294.826172
	Iteration 11Q: 3 clusters Score -1329424 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1329606.500000 Penalty: 3294.826172
	Iteration 12Q: 3 clusters Score -1329606 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1329741.000000 Penalty: 3294.826172
	Iteration 13Q: 3 clusters Score -1329741 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1329870.750000 Penalty: 3294.826172
	Iteration 14Q: 3 clusters Score -1329871 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1330000.000000 Penalty: 3294.826172
	Iteration 15Q: 3 clusters Score -1330000 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1330109.125000 Penalty: 3294.826172
	Iteration 16Q: 3 clusters Score -1330109 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1330204.250000 Penalty: 3294.826172
	Iteration 17Q: 3 clusters Score -1330204 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1330297.750000 Penalty: 3294.826172
	Iteration 18Q: 3 clusters Score -1330298 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1330379.250000 Penalty: 3294.826172
	Iteration 19Q: 3 clusters Score -1330379 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1330463.500000 Penalty: 3294.826172
	Iteration 20F: 3 clusters Score -1330464 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1330548.625000 Penalty: 3294.826172
	Iteration 21Q: 3 clusters Score -1330549 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1330634.875000 Penalty: 3294.826172
	Iteration 22Q: 3 clusters Score -1330635 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1330710.125000 Penalty: 3294.826172
	Iteration 23Q: 3 clusters Score -1330710 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1330777.875000 Penalty: 3294.826172
	Iteration 24Q: 3 clusters Score -1330778 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1330827.375000 Penalty: 3294.826172
	Iteration 25Q: 3 clusters Score -1330827 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1330888.375000 Penalty: 3294.826172
	Iteration 26Q: 3 clusters Score -1330888 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1330945.750000 Penalty: 3294.826172
	Iteration 27Q: 3 clusters Score -1330946 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1330988.125000 Penalty: 3294.826172
	Iteration 28Q: 3 clusters Score -1330988 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1331031.375000 Penalty: 3294.826172
	Iteration 29Q: 3 clusters Score -1331031 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1331086.375000 Penalty: 3294.826172
	Iteration 30Q: 3 clusters Score -1331086 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1331137.875000 Penalty: 3294.826172
	Iteration 31Q: 3 clusters Score -1331138 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1331191.250000 Penalty: 3294.826172
	Iteration 32Q: 3 clusters Score -1331191 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1331232.125000 Penalty: 3294.826172
	Iteration 33Q: 3 clusters Score -1331232 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1331276.500000 Penalty: 3294.826172
	Iteration 34Q: 3 clusters Score -1331276 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1331323.375000 Penalty: 3294.826172
	Iteration 35Q: 3 clusters Score -1331323 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1331366.875000 Penalty: 3294.826172
	Iteration 36Q: 3 clusters Score -1331367 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1331403.375000 Penalty: 3294.826172
	Iteration 37Q: 3 clusters Score -1331403 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1331458.875000 Penalty: 3294.826172
	Iteration 38Q: 3 clusters Score -1331459 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1331493.000000 Penalty: 3294.826172
	Iteration 39Q: 3 clusters Score -1331493 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1331529.500000 Penalty: 3294.826172
	Iteration 40F: 3 clusters Score -1331530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1331562.125000 Penalty: 3294.826172
	Iteration 41Q: 3 clusters Score -1331562 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1331589.125000 Penalty: 3294.826172
	Iteration 42Q: 3 clusters Score -1331589 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1331615.375000 Penalty: 3294.826172
	Iteration 43Q: 3 clusters Score -1331615 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1331640.250000 Penalty: 3294.826172
	Iteration 44Q: 3 clusters Score -1331640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1331656.500000 Penalty: 3294.826172
	Iteration 45Q: 3 clusters Score -1331656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1331673.125000 Penalty: 3294.826172
	Iteration 46Q: 3 clusters Score -1331673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1331682.375000 Penalty: 3294.826172
	Iteration 47Q: 3 clusters Score -1331682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1331696.750000 Penalty: 3294.826172
	Iteration 48Q: 3 clusters Score -1331697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1331704.375000 Penalty: 3294.826172
	Iteration 49Q: 3 clusters Score -1331704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1331723.375000 Penalty: 3294.826172
	Iteration 50Q: 3 clusters Score -1331723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1331734.625000 Penalty: 3294.826172
	Iteration 51Q: 3 clusters Score -1331735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1331748.125000 Penalty: 3294.826172
	Iteration 52Q: 3 clusters Score -1331748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1331767.000000 Penalty: 3294.826172
	Iteration 53Q: 3 clusters Score -1331767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1331779.000000 Penalty: 3294.826172
	Iteration 54Q: 3 clusters Score -1331779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1331794.375000 Penalty: 3294.826172
	Iteration 55Q: 3 clusters Score -1331794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1331806.000000 Penalty: 3294.826172
	Iteration 56Q: 3 clusters Score -1331806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1331819.250000 Penalty: 3294.826172
	Iteration 57Q: 3 clusters Score -1331819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1331830.250000 Penalty: 3294.826172
	Iteration 58Q: 3 clusters Score -1331830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1331837.625000 Penalty: 3294.826172
	Iteration 59Q: 3 clusters Score -1331838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1331846.625000 Penalty: 3294.826172
	Iteration 60F: 3 clusters Score -1331847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1331854.750000 Penalty: 3294.826172
	Iteration 61Q: 3 clusters Score -1331855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1331860.000000 Penalty: 3294.826172
	Iteration 62Q: 3 clusters Score -1331860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1331865.125000 Penalty: 3294.826172
	Iteration 63Q: 3 clusters Score -1331865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1331871.875000 Penalty: 3294.826172
	Iteration 64Q: 3 clusters Score -1331872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1331876.000000 Penalty: 3294.826172
	Iteration 65Q: 3 clusters Score -1331876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1331885.375000 Penalty: 3294.826172
	Iteration 66Q: 3 clusters Score -1331885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1331888.750000 Penalty: 3294.826172
	Iteration 67Q: 3 clusters Score -1331889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1331896.875000 Penalty: 3294.826172
	Iteration 68Q: 3 clusters Score -1331897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1331900.250000 Penalty: 3294.826172
	Iteration 69Q: 3 clusters Score -1331900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1331901.625000 Penalty: 3294.826172
	Iteration 70Q: 3 clusters Score -1331902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1331902.625000 Penalty: 3294.826172
	Iteration 71Q: 3 clusters Score -1331903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1331907.500000 Penalty: 3294.826172
	Iteration 72Q: 3 clusters Score -1331908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1331913.000000 Penalty: 3294.826172
	Iteration 73Q: 3 clusters Score -1331913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1331915.000000 Penalty: 3294.826172
	Iteration 74Q: 3 clusters Score -1331915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1331917.875000 Penalty: 3294.826172
	Iteration 75Q: 3 clusters Score -1331918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1331921.750000 Penalty: 3294.826172
	Iteration 76Q: 3 clusters Score -1331922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1331926.125000 Penalty: 3294.826172
	Iteration 77Q: 3 clusters Score -1331926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1331930.750000 Penalty: 3294.826172
	Iteration 78Q: 3 clusters Score -1331931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1331932.125000 Penalty: 3294.826172
	Iteration 79Q: 3 clusters Score -1331932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1331934.250000 Penalty: 3294.826172
	Iteration 80F: 3 clusters Score -1331934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1331935.000000 Penalty: 3294.826172
	Iteration 81Q: 3 clusters Score -1331935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1331936.250000 Penalty: 3294.826172
	Iteration 82Q: 3 clusters Score -1331936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1331937.250000 Penalty: 3294.826172
	Iteration 83Q: 3 clusters Score -1331937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1331939.250000 Penalty: 3294.826172
	Iteration 84Q: 3 clusters Score -1331939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1331938.125000 Penalty: 3294.826172
	Iteration 85Q: 3 clusters Score -1331938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1331940.500000 Penalty: 3294.826172
	Iteration 86Q: 3 clusters Score -1331940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1331942.625000 Penalty: 3294.826172
	Iteration 87Q: 3 clusters Score -1331943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1331945.000000 Penalty: 3294.826172
	Iteration 88Q: 3 clusters Score -1331945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1331946.375000 Penalty: 3294.826172
	Iteration 89Q: 3 clusters Score -1331946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1331946.750000 Penalty: 3294.826172
	Iteration 90Q: 3 clusters Score -1331947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1331947.000000 Penalty: 3294.826172
	Iteration 91Q: 3 clusters Score -1331947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1331947.000000 Penalty: 3294.826172
	Iteration 92F: 3 clusters Score -1331947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Entering Unmasked Estep 
Score: -1180612.750000 Penalty: 1628.434814
	Iteration 0F: 2 clusters Score -1180613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1165165.750000 Penalty: 3256.869629
	Iteration 0F: 3 clusters Score -1165166 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1170998.250000 Penalty: 3256.869629
	Iteration 1F: 3 clusters Score -1170998 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1171410.750000 Penalty: 3256.869629
	Iteration 2Q: 3 clusters Score -1171411 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1171809.625000 Penalty: 3256.869629
	Iteration 3Q: 3 clusters Score -1171810 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1172302.250000 Penalty: 3256.869629
	Iteration 4Q: 3 clusters Score -1172302 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1172844.125000 Penalty: 3256.869629
	Iteration 5Q: 3 clusters Score -1172844 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1173533.125000 Penalty: 3256.869629
	Iteration 6F: 3 clusters Score -1173533 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1174323.125000 Penalty: 3256.869629
	Iteration 7F: 3 clusters Score -1174323 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1175283.000000 Penalty: 3256.869629
	Iteration 8F: 3 clusters Score -1175283 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -1176305.375000 Penalty: 3256.869629
	Iteration 9F: 3 clusters Score -1176305 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1177238.750000 Penalty: 3256.869629
	Iteration 10F: 3 clusters Score -1177239 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -1177901.500000 Penalty: 3256.869629
	Iteration 11Q: 3 clusters Score -1177902 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -1178407.750000 Penalty: 3256.869629
	Iteration 12Q: 3 clusters Score -1178408 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -1178715.750000 Penalty: 3256.869629
	Iteration 13Q: 3 clusters Score -1178716 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -1178888.125000 Penalty: 3256.869629
	Iteration 14Q: 3 clusters Score -1178888 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -1178996.500000 Penalty: 3256.869629
	Iteration 15Q: 3 clusters Score -1178996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -1179065.375000 Penalty: 3256.869629
	Iteration 16Q: 3 clusters Score -1179065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -1179116.625000 Penalty: 3256.869629
	Iteration 17Q: 3 clusters Score -1179117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -1179147.125000 Penalty: 3256.869629
	Iteration 18Q: 3 clusters Score -1179147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -1179166.625000 Penalty: 3256.869629
	Iteration 19Q: 3 clusters Score -1179167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -1179178.250000 Penalty: 3256.869629
	Iteration 20F: 3 clusters Score -1179178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -1179192.000000 Penalty: 3256.869629
	Iteration 21Q: 3 clusters Score -1179192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -1179208.875000 Penalty: 3256.869629
	Iteration 22Q: 3 clusters Score -1179209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -1179216.000000 Penalty: 3256.869629
	Iteration 23Q: 3 clusters Score -1179216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -1179214.500000 Penalty: 3256.869629
	Iteration 24Q: 3 clusters Score -1179214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -1179217.375000 Penalty: 3256.869629
	Iteration 25Q: 3 clusters Score -1179217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -1179217.500000 Penalty: 3256.869629
	Iteration 26Q: 3 clusters Score -1179218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -1179217.500000 Penalty: 3256.869629
	Iteration 27F: 3 clusters Score -1179218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -102766.429688 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -102766.4 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 969 members 
Entering Unmasked Estep 
Score: -100677.242188 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -100677.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -101110.476562 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -101110.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -101196.695312 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -101196.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -101248.562500 Penalty: 2465.051270
	Iteration 3Q: 3 clusters Score -101248.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -101294.992188 Penalty: 2465.051270
	Iteration 4Q: 3 clusters Score -101295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -101323.539062 Penalty: 2465.051270
	Iteration 5Q: 3 clusters Score -101323.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -101339.476562 Penalty: 2465.051270
	Iteration 6Q: 3 clusters Score -101339.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -101349.296875 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -101349.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -101354.296875 Penalty: 2465.051270
	Iteration 8Q: 3 clusters Score -101354.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -101360.320312 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -101360.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -101369.726562 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -101369.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -101377.554688 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -101377.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -101384.476562 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -101384.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -101388.664062 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -101388.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -101390.242188 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -101390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -101391.343750 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -101391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -101392.078125 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -101392.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -101393.414062 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -101393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -101394.578125 Penalty: 2465.051270
	Iteration 18Q: 3 clusters Score -101394.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -101395.390625 Penalty: 2465.051270
	Iteration 19Q: 3 clusters Score -101395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -101396.351562 Penalty: 2465.051270
	Iteration 20F: 3 clusters Score -101396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -101397.359375 Penalty: 2465.051270
	Iteration 21Q: 3 clusters Score -101397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -101398.125000 Penalty: 2465.051270
	Iteration 22Q: 3 clusters Score -101398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -101399.539062 Penalty: 2465.051270
	Iteration 23Q: 3 clusters Score -101399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -101403.062500 Penalty: 2465.051270
	Iteration 24Q: 3 clusters Score -101403.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -101406.984375 Penalty: 2465.051270
	Iteration 25Q: 3 clusters Score -101407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -101410.796875 Penalty: 2465.051270
	Iteration 26Q: 3 clusters Score -101410.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -101414.734375 Penalty: 2465.051270
	Iteration 27Q: 3 clusters Score -101414.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -101421.234375 Penalty: 2465.051270
	Iteration 28Q: 3 clusters Score -101421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -101424.187500 Penalty: 2465.051270
	Iteration 29Q: 3 clusters Score -101424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -101426.734375 Penalty: 2465.051270
	Iteration 30Q: 3 clusters Score -101426.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -101431.148438 Penalty: 2465.051270
	Iteration 31Q: 3 clusters Score -101431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -101432.398438 Penalty: 2465.051270
	Iteration 32Q: 3 clusters Score -101432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -101432.546875 Penalty: 2465.051270
	Iteration 33Q: 3 clusters Score -101432.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -101432.546875 Penalty: 2465.051270
	Iteration 34F: 3 clusters Score -101432.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Entering Unmasked Estep 
Score: -953788.437500 Penalty: 1591.381104
	Iteration 0F: 2 clusters Score -953788.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -941404.937500 Penalty: 3182.762207
	Iteration 0F: 3 clusters Score -941404.9 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -945833.500000 Penalty: 3182.762207
	Iteration 1F: 3 clusters Score -945833.5 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -946131.625000 Penalty: 3182.762207
	Iteration 2Q: 3 clusters Score -946131.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -946401.875000 Penalty: 3182.762207
	Iteration 3Q: 3 clusters Score -946401.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -946676.875000 Penalty: 3182.762207
	Iteration 4Q: 3 clusters Score -946676.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -946970.437500 Penalty: 3182.762207
	Iteration 5Q: 3 clusters Score -946970.4 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -947295.562500 Penalty: 3182.762207
	Iteration 6Q: 3 clusters Score -947295.6 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -947742.500000 Penalty: 3182.762207
	Iteration 7Q: 3 clusters Score -947742.5 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -948280.812500 Penalty: 3182.762207
	Iteration 8Q: 3 clusters Score -948280.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -948895.500000 Penalty: 3182.762207
	Iteration 9Q: 3 clusters Score -948895.5 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -949525.937500 Penalty: 3182.762207
	Iteration 10Q: 3 clusters Score -949525.9 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -950059.562500 Penalty: 3182.762207
	Iteration 11Q: 3 clusters Score -950059.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -950384.312500 Penalty: 3182.762207
	Iteration 12Q: 3 clusters Score -950384.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -950595.000000 Penalty: 3182.762207
	Iteration 13Q: 3 clusters Score -950595 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -950754.625000 Penalty: 3182.762207
	Iteration 14Q: 3 clusters Score -950754.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -950888.312500 Penalty: 3182.762207
	Iteration 15Q: 3 clusters Score -950888.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -950990.187500 Penalty: 3182.762207
	Iteration 16Q: 3 clusters Score -950990.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -951095.312500 Penalty: 3182.762207
	Iteration 17Q: 3 clusters Score -951095.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -951179.312500 Penalty: 3182.762207
	Iteration 18Q: 3 clusters Score -951179.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -951259.562500 Penalty: 3182.762207
	Iteration 19Q: 3 clusters Score -951259.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -951331.062500 Penalty: 3182.762207
	Iteration 20F: 3 clusters Score -951331.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -951385.062500 Penalty: 3182.762207
	Iteration 21Q: 3 clusters Score -951385.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -951436.375000 Penalty: 3182.762207
	Iteration 22Q: 3 clusters Score -951436.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -951490.000000 Penalty: 3182.762207
	Iteration 23Q: 3 clusters Score -951490 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -951546.250000 Penalty: 3182.762207
	Iteration 24Q: 3 clusters Score -951546.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -951590.125000 Penalty: 3182.762207
	Iteration 25Q: 3 clusters Score -951590.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -951637.312500 Penalty: 3182.762207
	Iteration 26Q: 3 clusters Score -951637.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -951680.687500 Penalty: 3182.762207
	Iteration 27Q: 3 clusters Score -951680.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -951715.062500 Penalty: 3182.762207
	Iteration 28Q: 3 clusters Score -951715.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -951752.000000 Penalty: 3182.762207
	Iteration 29Q: 3 clusters Score -951752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -951789.750000 Penalty: 3182.762207
	Iteration 30Q: 3 clusters Score -951789.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -951837.750000 Penalty: 3182.762207
	Iteration 31Q: 3 clusters Score -951837.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -951882.062500 Penalty: 3182.762207
	Iteration 32Q: 3 clusters Score -951882.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -951916.250000 Penalty: 3182.762207
	Iteration 33Q: 3 clusters Score -951916.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -951959.062500 Penalty: 3182.762207
	Iteration 34Q: 3 clusters Score -951959.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -952003.687500 Penalty: 3182.762207
	Iteration 35Q: 3 clusters Score -952003.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -952056.437500 Penalty: 3182.762207
	Iteration 36Q: 3 clusters Score -952056.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -952098.500000 Penalty: 3182.762207
	Iteration 37Q: 3 clusters Score -952098.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -952141.750000 Penalty: 3182.762207
	Iteration 38Q: 3 clusters Score -952141.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -952175.437500 Penalty: 3182.762207
	Iteration 39Q: 3 clusters Score -952175.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -952206.437500 Penalty: 3182.762207
	Iteration 40F: 3 clusters Score -952206.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -952234.125000 Penalty: 3182.762207
	Iteration 41Q: 3 clusters Score -952234.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -952257.375000 Penalty: 3182.762207
	Iteration 42Q: 3 clusters Score -952257.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -952267.812500 Penalty: 3182.762207
	Iteration 43Q: 3 clusters Score -952267.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -952283.562500 Penalty: 3182.762207
	Iteration 44Q: 3 clusters Score -952283.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -952292.812500 Penalty: 3182.762207
	Iteration 45Q: 3 clusters Score -952292.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -952302.750000 Penalty: 3182.762207
	Iteration 46Q: 3 clusters Score -952302.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -952310.625000 Penalty: 3182.762207
	Iteration 47Q: 3 clusters Score -952310.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -952322.312500 Penalty: 3182.762207
	Iteration 48Q: 3 clusters Score -952322.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -952327.937500 Penalty: 3182.762207
	Iteration 49Q: 3 clusters Score -952327.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -952336.875000 Penalty: 3182.762207
	Iteration 50Q: 3 clusters Score -952336.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -952340.187500 Penalty: 3182.762207
	Iteration 51Q: 3 clusters Score -952340.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -952340.250000 Penalty: 3182.762207
	Iteration 52Q: 3 clusters Score -952340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -952342.000000 Penalty: 3182.762207
	Iteration 53Q: 3 clusters Score -952342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -952342.062500 Penalty: 3182.762207
	Iteration 54Q: 3 clusters Score -952342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -952344.875000 Penalty: 3182.762207
	Iteration 55Q: 3 clusters Score -952344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -952344.375000 Penalty: 3182.762207
	Iteration 56Q: 3 clusters Score -952344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -952347.000000 Penalty: 3182.762207
	Iteration 57Q: 3 clusters Score -952347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -952350.625000 Penalty: 3182.762207
	Iteration 58Q: 3 clusters Score -952350.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -952349.500000 Penalty: 3182.762207
	Iteration 59Q: 3 clusters Score -952349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -952350.250000 Penalty: 3182.762207
	Iteration 60F: 3 clusters Score -952350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -952351.062500 Penalty: 3182.762207
	Iteration 61Q: 3 clusters Score -952351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -952354.437500 Penalty: 3182.762207
	Iteration 62Q: 3 clusters Score -952354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -952353.437500 Penalty: 3182.762207
	Iteration 63Q: 3 clusters Score -952353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -952356.312500 Penalty: 3182.762207
	Iteration 64Q: 3 clusters Score -952356.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -952358.500000 Penalty: 3182.762207
	Iteration 65Q: 3 clusters Score -952358.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -952362.687500 Penalty: 3182.762207
	Iteration 66Q: 3 clusters Score -952362.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -952365.000000 Penalty: 3182.762207
	Iteration 67Q: 3 clusters Score -952365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -952370.500000 Penalty: 3182.762207
	Iteration 68Q: 3 clusters Score -952370.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -952374.250000 Penalty: 3182.762207
	Iteration 69Q: 3 clusters Score -952374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -952379.125000 Penalty: 3182.762207
	Iteration 70Q: 3 clusters Score -952379.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -952380.437500 Penalty: 3182.762207
	Iteration 71Q: 3 clusters Score -952380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -952387.875000 Penalty: 3182.762207
	Iteration 72Q: 3 clusters Score -952387.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -952391.750000 Penalty: 3182.762207
	Iteration 73Q: 3 clusters Score -952391.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -952393.062500 Penalty: 3182.762207
	Iteration 74Q: 3 clusters Score -952393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -952393.062500 Penalty: 3182.762207
	Iteration 75F: 3 clusters Score -952393.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Entering Unmasked Estep 
Score: -501306.843750 Penalty: 1501.861816
	Iteration 0F: 2 clusters Score -501306.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -494012.250000 Penalty: 3003.723633
	Iteration 0F: 3 clusters Score -494012.2 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -496352.843750 Penalty: 3003.723633
	Iteration 1F: 3 clusters Score -496352.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -496701.656250 Penalty: 3003.723633
	Iteration 2F: 3 clusters Score -496701.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -497275.000000 Penalty: 3003.723633
	Iteration 3F: 3 clusters Score -497275 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -498175.781250 Penalty: 3003.723633
	Iteration 4F: 3 clusters Score -498175.8 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -499377.000000 Penalty: 3003.723633
	Iteration 5F: 3 clusters Score -499377 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -500544.625000 Penalty: 3003.723633
	Iteration 6F: 3 clusters Score -500544.6 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -501271.656250 Penalty: 3003.723633
	Iteration 7F: 3 clusters Score -501271.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -501633.187500 Penalty: 3003.723633
	Iteration 8F: 3 clusters Score -501633.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -501772.750000 Penalty: 3003.723633
	Iteration 9Q: 3 clusters Score -501772.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -501823.750000 Penalty: 3003.723633
	Iteration 10Q: 3 clusters Score -501823.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -501845.031250 Penalty: 3003.723633
	Iteration 11Q: 3 clusters Score -501845 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -501857.781250 Penalty: 3003.723633
	Iteration 12Q: 3 clusters Score -501857.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -501864.531250 Penalty: 3003.723633
	Iteration 13Q: 3 clusters Score -501864.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -501870.906250 Penalty: 3003.723633
	Iteration 14Q: 3 clusters Score -501870.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -501872.656250 Penalty: 3003.723633
	Iteration 15Q: 3 clusters Score -501872.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -501875.375000 Penalty: 3003.723633
	Iteration 16Q: 3 clusters Score -501875.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -501877.000000 Penalty: 3003.723633
	Iteration 17Q: 3 clusters Score -501877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -501879.593750 Penalty: 3003.723633
	Iteration 18Q: 3 clusters Score -501879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -501879.843750 Penalty: 3003.723633
	Iteration 19Q: 3 clusters Score -501879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -501881.437500 Penalty: 3003.723633
	Iteration 20F: 3 clusters Score -501881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 60985 members 
Mstep: Class 3 contains 8245 members 
Mstep: Class 5 contains 117624 members 
Mstep: Class 7 contains 59892 members 
Mstep: Class 8 contains 7039 members 
Mstep: Class 9 contains 46599 members 
Mstep: Class 10 contains 29313 members 
Mstep: Class 13 contains 25284 members 
Mstep: Class 14 contains 22497 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 18 contains 17910 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 2340 members 
Entering Unmasked Estep 
Score: -20834470.000000 Penalty: 29439.427734
Splitting cluster 19 changes total score from -20833138.000000 to -20834470.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 20 (2340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Entering Unmasked Estep 
Score: -123063.445312 Penalty: 1260.659790
	Iteration 0F: 2 clusters Score -123063.4 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 1178 members 
Entering Unmasked Estep 
Score: -120753.171875 Penalty: 2521.319580
	Iteration 0F: 3 clusters Score -120753.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -121252.890625 Penalty: 2521.319580
	Iteration 1F: 3 clusters Score -121252.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -121355.921875 Penalty: 2521.319580
	Iteration 2F: 3 clusters Score -121355.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -121403.695312 Penalty: 2521.319580
	Iteration 3Q: 3 clusters Score -121403.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -121435.742188 Penalty: 2521.319580
	Iteration 4Q: 3 clusters Score -121435.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -121472.726562 Penalty: 2521.319580
	Iteration 5Q: 3 clusters Score -121472.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -121500.742188 Penalty: 2521.319580
	Iteration 6Q: 3 clusters Score -121500.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -121518.054688 Penalty: 2521.319580
	Iteration 7Q: 3 clusters Score -121518.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -121534.851562 Penalty: 2521.319580
	Iteration 8Q: 3 clusters Score -121534.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -121559.414062 Penalty: 2521.319580
	Iteration 9Q: 3 clusters Score -121559.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -121578.523438 Penalty: 2521.319580
	Iteration 10Q: 3 clusters Score -121578.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -121593.546875 Penalty: 2521.319580
	Iteration 11Q: 3 clusters Score -121593.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -121605.117188 Penalty: 2521.319580
	Iteration 12Q: 3 clusters Score -121605.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -121620.382812 Penalty: 2521.319580
	Iteration 13Q: 3 clusters Score -121620.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -121635.625000 Penalty: 2521.319580
	Iteration 14Q: 3 clusters Score -121635.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121646.351562 Penalty: 2521.319580
	Iteration 15Q: 3 clusters Score -121646.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -121656.968750 Penalty: 2521.319580
	Iteration 16Q: 3 clusters Score -121657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -121667.750000 Penalty: 2521.319580
	Iteration 17Q: 3 clusters Score -121667.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -121685.445312 Penalty: 2521.319580
	Iteration 18Q: 3 clusters Score -121685.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -121701.929688 Penalty: 2521.319580
	Iteration 19Q: 3 clusters Score -121701.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -121716.937500 Penalty: 2521.319580
	Iteration 20F: 3 clusters Score -121716.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -121728.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -121739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -121748.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -121754.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -121761.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -121764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -121765.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -121768.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -121771.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -121775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -121776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -121778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -121779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -121781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -121780.968750 Penalty: 2521.319580
	Iteration 35F: 3 clusters Score -121781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 5 contains 117624 members 
Mstep: Class 7 contains 59892 members 
Mstep: Class 8 contains 7039 members 
Mstep: Class 9 contains 46599 members 
Mstep: Class 10 contains 29313 members 
Mstep: Class 13 contains 25284 members 
Mstep: Class 14 contains 22497 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 18 contains 17910 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 2340 members 
Entering Unmasked Estep 
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Iteration 239Q: 15 clusters Score -2.08381e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 58534 members 
Mstep: Class 3 contains 8556 members 
Mstep: Class 5 contains 119266 members 
Mstep: Class 7 contains 60037 members 
Mstep: Class 8 contains 6886 members 
Mstep: Class 9 contains 47124 members 
Mstep: Class 10 contains 28326 members 
Mstep: Class 13 contains 25758 members 
Mstep: Class 14 contains 22672 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 18 contains 18114 members 
Mstep: Class 19 contains 1997 members 
Mstep: Class 20 contains 2346 members 
Entering Unmasked Estep 
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Iteration 240F: 15 clusters Score -2.08405e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 58004 members 
Mstep: Class 3 contains 8941 members 
Mstep: Class 5 contains 119976 members 
Mstep: Class 7 contains 60017 members 
Mstep: Class 8 contains 6766 members 
Mstep: Class 9 contains 47268 members 
Mstep: Class 10 contains 27495 members 
Mstep: Class 13 contains 25897 members 
Mstep: Class 14 contains 22714 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 18 contains 18168 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 2354 members 
Entering Unmasked Estep 
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Iteration 241Q: 15 clusters Score -2.084137e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 57480 members 
Mstep: Class 3 contains 9185 members 
Mstep: Class 5 contains 120861 members 
Mstep: Class 7 contains 59968 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 47344 members 
Mstep: Class 10 contains 26844 members 
Mstep: Class 13 contains 25986 members 
Mstep: Class 14 contains 22711 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 18 contains 18197 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 2357 members 
Entering Unmasked Estep 
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Iteration 242Q: 15 clusters Score -2.084196e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 57029 members 
Mstep: Class 3 contains 9377 members 
Mstep: Class 5 contains 121719 members 
Mstep: Class 7 contains 59916 members 
Mstep: Class 8 contains 6551 members 
Mstep: Class 9 contains 47403 members 
Mstep: Class 10 contains 26315 members 
Mstep: Class 13 contains 26061 members 
Mstep: Class 14 contains 22676 members 
Mstep: Class 15 contains 1842 members 
Mstep: Class 18 contains 18195 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 20 contains 2364 members 
Entering Unmasked Estep 
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Iteration 243Q: 15 clusters Score -2.08422e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 56664 members 
Mstep: Class 3 contains 9528 members 
Mstep: Class 5 contains 122595 members 
Mstep: Class 7 contains 59846 members 
Mstep: Class 8 contains 6472 members 
Mstep: Class 9 contains 47414 members 
Mstep: Class 10 contains 25835 members 
Mstep: Class 13 contains 26118 members 
Mstep: Class 14 contains 22640 members 
Mstep: Class 15 contains 1808 members 
Mstep: Class 18 contains 18162 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 2363 members 
Entering Unmasked Estep 
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Iteration 244Q: 15 clusters Score -2.084237e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 56366 members 
Mstep: Class 3 contains 9628 members 
Mstep: Class 5 contains 123460 members 
Mstep: Class 7 contains 59755 members 
Mstep: Class 8 contains 6393 members 
Mstep: Class 9 contains 47412 members 
Mstep: Class 10 contains 25432 members 
Mstep: Class 13 contains 26142 members 
Mstep: Class 14 contains 22604 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 18 contains 18111 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 20 contains 2361 members 
Entering Unmasked Estep 
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Iteration 245Q: 15 clusters Score -2.08425e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 56123 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 5 contains 124227 members 
Mstep: Class 7 contains 59669 members 
Mstep: Class 8 contains 6327 members 
Mstep: Class 9 contains 47403 members 
Mstep: Class 10 contains 25084 members 
Mstep: Class 13 contains 26160 members 
Mstep: Class 14 contains 22554 members 
Mstep: Class 15 contains 1751 members 
Mstep: Class 18 contains 18076 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 2362 members 
Entering Unmasked Estep 
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Iteration 246Q: 15 clusters Score -2.084251e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 55909 members 
Mstep: Class 3 contains 9811 members 
Mstep: Class 5 contains 124976 members 
Mstep: Class 7 contains 59580 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 47356 members 
Mstep: Class 10 contains 24825 members 
Mstep: Class 13 contains 26174 members 
Mstep: Class 14 contains 22475 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 18 contains 18035 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 2362 members 
Entering Unmasked Estep 
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Iteration 247Q: 15 clusters Score -2.08425e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 55699 members 
Mstep: Class 3 contains 9886 members 
Mstep: Class 5 contains 125738 members 
Mstep: Class 7 contains 59494 members 
Mstep: Class 8 contains 6193 members 
Mstep: Class 9 contains 47309 members 
Mstep: Class 10 contains 24610 members 
Mstep: Class 13 contains 26164 members 
Mstep: Class 14 contains 22380 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 18 contains 17981 members 
Mstep: Class 19 contains 2028 members 
Mstep: Class 20 contains 2365 members 
Entering Unmasked Estep 
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Iteration 248Q: 15 clusters Score -2.084263e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 55534 members 
Mstep: Class 3 contains 9944 members 
Mstep: Class 5 contains 126491 members 
Mstep: Class 7 contains 59416 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 47240 members 
Mstep: Class 10 contains 24434 members 
Mstep: Class 13 contains 26113 members 
Mstep: Class 14 contains 22294 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 18 contains 17924 members 
Mstep: Class 19 contains 2037 members 
Mstep: Class 20 contains 2367 members 
Entering Unmasked Estep 
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Iteration 249Q: 15 clusters Score -2.084265e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 55386 members 
Mstep: Class 3 contains 10002 members 
Mstep: Class 5 contains 127204 members 
Mstep: Class 7 contains 59334 members 
Mstep: Class 8 contains 6066 members 
Mstep: Class 9 contains 47176 members 
Mstep: Class 10 contains 24295 members 
Mstep: Class 13 contains 26062 members 
Mstep: Class 14 contains 22217 members 
Mstep: Class 15 contains 1670 members 
Mstep: Class 18 contains 17852 members 
Mstep: Class 19 contains 2043 members 
Mstep: Class 20 contains 2366 members 
Entering Unmasked Estep 
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Iteration 250Q: 15 clusters Score -2.084274e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 55250 members 
Mstep: Class 3 contains 10051 members 
Mstep: Class 5 contains 127913 members 
Mstep: Class 7 contains 59261 members 
Mstep: Class 8 contains 6000 members 
Mstep: Class 9 contains 47092 members 
Mstep: Class 10 contains 24209 members 
Mstep: Class 13 contains 25993 members 
Mstep: Class 14 contains 22132 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 18 contains 17779 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 20 contains 2365 members 
Entering Unmasked Estep 
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Iteration 251Q: 15 clusters Score -2.084284e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 55110 members 
Mstep: Class 3 contains 10102 members 
Mstep: Class 5 contains 128588 members 
Mstep: Class 7 contains 59177 members 
Mstep: Class 8 contains 5928 members 
Mstep: Class 9 contains 47013 members 
Mstep: Class 10 contains 24152 members 
Mstep: Class 13 contains 25946 members 
Mstep: Class 14 contains 22048 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 2056 members 
Mstep: Class 20 contains 2370 members 
Entering Unmasked Estep 
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Iteration 252Q: 15 clusters Score -2.084281e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 55006 members 
Mstep: Class 3 contains 10152 members 
Mstep: Class 5 contains 129232 members 
Mstep: Class 7 contains 59095 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 46949 members 
Mstep: Class 10 contains 24091 members 
Mstep: Class 13 contains 25891 members 
Mstep: Class 14 contains 21958 members 
Mstep: Class 15 contains 1608 members 
Mstep: Class 18 contains 17636 members 
Mstep: Class 19 contains 2057 members 
Mstep: Class 20 contains 2372 members 
Entering Unmasked Estep 
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Iteration 253Q: 15 clusters Score -2.084287e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 54906 members 
Mstep: Class 3 contains 10194 members 
Mstep: Class 5 contains 129812 members 
Mstep: Class 7 contains 59018 members 
Mstep: Class 8 contains 5771 members 
Mstep: Class 9 contains 46878 members 
Mstep: Class 10 contains 24060 members 
Mstep: Class 13 contains 25844 members 
Mstep: Class 14 contains 21878 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 18 contains 17568 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 2371 members 
Entering Unmasked Estep 
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Iteration 254Q: 15 clusters Score -2.084295e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 54825 members 
Mstep: Class 3 contains 10223 members 
Mstep: Class 5 contains 130362 members 
Mstep: Class 7 contains 58942 members 
Mstep: Class 8 contains 5683 members 
Mstep: Class 9 contains 46804 members 
Mstep: Class 10 contains 24049 members 
Mstep: Class 13 contains 25779 members 
Mstep: Class 14 contains 21808 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 18 contains 17513 members 
Mstep: Class 19 contains 2064 members 
Mstep: Class 20 contains 2375 members 
Entering Unmasked Estep 
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Iteration 255Q: 15 clusters Score -2.084302e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 54747 members 
Mstep: Class 3 contains 10250 members 
Mstep: Class 5 contains 130883 members 
Mstep: Class 7 contains 58871 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 46726 members 
Mstep: Class 10 contains 24060 members 
Mstep: Class 13 contains 25704 members 
Mstep: Class 14 contains 21743 members 
Mstep: Class 15 contains 1566 members 
Mstep: Class 18 contains 17463 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 2373 members 
Entering Unmasked Estep 
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Iteration 256Q: 15 clusters Score -2.084308e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 54659 members 
Mstep: Class 3 contains 10281 members 
Mstep: Class 5 contains 131406 members 
Mstep: Class 7 contains 58804 members 
Mstep: Class 8 contains 5509 members 
Mstep: Class 9 contains 46641 members 
Mstep: Class 10 contains 24080 members 
Mstep: Class 13 contains 25640 members 
Mstep: Class 14 contains 21679 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 18 contains 17413 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 2371 members 
Entering Unmasked Estep 
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Iteration 257Q: 15 clusters Score -2.08432e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 54595 members 
Mstep: Class 3 contains 10308 members 
Mstep: Class 5 contains 131915 members 
Mstep: Class 7 contains 58726 members 
Mstep: Class 8 contains 5424 members 
Mstep: Class 9 contains 46567 members 
Mstep: Class 10 contains 24096 members 
Mstep: Class 13 contains 25581 members 
Mstep: Class 14 contains 21607 members 
Mstep: Class 15 contains 1540 members 
Mstep: Class 18 contains 17351 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 2372 members 
Entering Unmasked Estep 
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Iteration 258Q: 15 clusters Score -2.084319e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 54518 members 
Mstep: Class 3 contains 10332 members 
Mstep: Class 5 contains 132447 members 
Mstep: Class 7 contains 58654 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 46497 members 
Mstep: Class 10 contains 24114 members 
Mstep: Class 13 contains 25513 members 
Mstep: Class 14 contains 21529 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 18 contains 17286 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 2375 members 
Entering Unmasked Estep 
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Iteration 259Q: 15 clusters Score -2.084328e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 54430 members 
Mstep: Class 3 contains 10350 members 
Mstep: Class 5 contains 132961 members 
Mstep: Class 7 contains 58591 members 
Mstep: Class 8 contains 5281 members 
Mstep: Class 9 contains 46418 members 
Mstep: Class 10 contains 24131 members 
Mstep: Class 13 contains 25452 members 
Mstep: Class 14 contains 21458 members 
Mstep: Class 15 contains 1513 members 
Mstep: Class 18 contains 17215 members 
Mstep: Class 19 contains 2067 members 
Mstep: Class 20 contains 2378 members 
Entering Unmasked Estep 
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Iteration 260F: 15 clusters Score -2.084337e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 54345 members 
Mstep: Class 3 contains 10364 members 
Mstep: Class 5 contains 133474 members 
Mstep: Class 7 contains 58546 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 46341 members 
Mstep: Class 10 contains 24135 members 
Mstep: Class 13 contains 25392 members 
Mstep: Class 14 contains 21394 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 18 contains 17148 members 
Mstep: Class 19 contains 2069 members 
Mstep: Class 20 contains 2379 members 
Entering Unmasked Estep 
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Iteration 261Q: 15 clusters Score -2.084335e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 54261 members 
Mstep: Class 3 contains 10373 members 
Mstep: Class 5 contains 133987 members 
Mstep: Class 7 contains 58487 members 
Mstep: Class 8 contains 5175 members 
Mstep: Class 9 contains 46279 members 
Mstep: Class 10 contains 24141 members 
Mstep: Class 13 contains 25332 members 
Mstep: Class 14 contains 21322 members 
Mstep: Class 15 contains 1494 members 
Mstep: Class 18 contains 17062 members 
Mstep: Class 19 contains 2072 members 
Mstep: Class 20 contains 2381 members 
Entering Unmasked Estep 
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Iteration 262Q: 15 clusters Score -2.084333e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 54179 members 
Mstep: Class 3 contains 10382 members 
Mstep: Class 5 contains 134494 members 
Mstep: Class 7 contains 58433 members 
Mstep: Class 8 contains 5135 members 
Mstep: Class 9 contains 46233 members 
Mstep: Class 10 contains 24132 members 
Mstep: Class 13 contains 25293 members 
Mstep: Class 14 contains 21223 members 
Mstep: Class 15 contains 1483 members 
Mstep: Class 18 contains 16980 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 2381 members 
Entering Unmasked Estep 
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Iteration 263Q: 15 clusters Score -2.084337e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 54102 members 
Mstep: Class 3 contains 10393 members 
Mstep: Class 5 contains 134985 members 
Mstep: Class 7 contains 58367 members 
Mstep: Class 8 contains 5094 members 
Mstep: Class 9 contains 46195 members 
Mstep: Class 10 contains 24123 members 
Mstep: Class 13 contains 25255 members 
Mstep: Class 14 contains 21134 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 18 contains 16901 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 2382 members 
Entering Unmasked Estep 
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Iteration 264Q: 15 clusters Score -2.084339e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 54039 members 
Mstep: Class 3 contains 10402 members 
Mstep: Class 5 contains 135454 members 
Mstep: Class 7 contains 58312 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 46152 members 
Mstep: Class 10 contains 24131 members 
Mstep: Class 13 contains 25220 members 
Mstep: Class 14 contains 21051 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 18 contains 16809 members 
Mstep: Class 19 contains 2085 members 
Mstep: Class 20 contains 2383 members 
Entering Unmasked Estep 
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Iteration 265Q: 15 clusters Score -2.084342e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 53985 members 
Mstep: Class 3 contains 10411 members 
Mstep: Class 5 contains 135923 members 
Mstep: Class 7 contains 58261 members 
Mstep: Class 8 contains 4998 members 
Mstep: Class 9 contains 46102 members 
Mstep: Class 10 contains 24136 members 
Mstep: Class 13 contains 25190 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 18 contains 16735 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 20 contains 2385 members 
Entering Unmasked Estep 
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Iteration 266Q: 15 clusters Score -2.084342e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 53931 members 
Mstep: Class 3 contains 10416 members 
Mstep: Class 5 contains 136398 members 
Mstep: Class 7 contains 58208 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 46071 members 
Mstep: Class 10 contains 24137 members 
Mstep: Class 13 contains 25153 members 
Mstep: Class 14 contains 20860 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 18 contains 16668 members 
Mstep: Class 19 contains 2089 members 
Mstep: Class 20 contains 2384 members 
Entering Unmasked Estep 
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Iteration 267Q: 15 clusters Score -2.084346e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 53873 members 
Mstep: Class 3 contains 10421 members 
Mstep: Class 5 contains 136867 members 
Mstep: Class 7 contains 58166 members 
Mstep: Class 8 contains 4861 members 
Mstep: Class 9 contains 46027 members 
Mstep: Class 10 contains 24146 members 
Mstep: Class 13 contains 25129 members 
Mstep: Class 14 contains 20760 members 
Mstep: Class 15 contains 1423 members 
Mstep: Class 18 contains 16609 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843468.000000 Penalty: 29439.427734
Iteration 268Q: 15 clusters Score -2.084347e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 53816 members 
Mstep: Class 3 contains 10432 members 
Mstep: Class 5 contains 137373 members 
Mstep: Class 7 contains 58128 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 45978 members 
Mstep: Class 10 contains 24168 members 
Mstep: Class 13 contains 25095 members 
Mstep: Class 14 contains 20651 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 18 contains 16537 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843498.000000 Penalty: 29439.427734
Iteration 269Q: 15 clusters Score -2.08435e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 53777 members 
Mstep: Class 3 contains 10441 members 
Mstep: Class 5 contains 137837 members 
Mstep: Class 7 contains 58092 members 
Mstep: Class 8 contains 4680 members 
Mstep: Class 9 contains 45931 members 
Mstep: Class 10 contains 24204 members 
Mstep: Class 13 contains 25072 members 
Mstep: Class 14 contains 20543 members 
Mstep: Class 15 contains 1385 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843498.000000 Penalty: 29439.427734
Iteration 270Q: 15 clusters Score -2.08435e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 53741 members 
Mstep: Class 3 contains 10447 members 
Mstep: Class 5 contains 138279 members 
Mstep: Class 7 contains 58060 members 
Mstep: Class 8 contains 4567 members 
Mstep: Class 9 contains 45868 members 
Mstep: Class 10 contains 24266 members 
Mstep: Class 13 contains 25051 members 
Mstep: Class 14 contains 20434 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 18 contains 16397 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843566.000000 Penalty: 29439.427734
Iteration 271Q: 15 clusters Score -2.084357e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 53694 members 
Mstep: Class 3 contains 10449 members 
Mstep: Class 5 contains 138701 members 
Mstep: Class 7 contains 58022 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 45831 members 
Mstep: Class 10 contains 24326 members 
Mstep: Class 13 contains 25037 members 
Mstep: Class 14 contains 20338 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 18 contains 16322 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843636.000000 Penalty: 29439.427734
Iteration 272Q: 15 clusters Score -2.084364e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 53665 members 
Mstep: Class 3 contains 10451 members 
Mstep: Class 5 contains 139105 members 
Mstep: Class 7 contains 57988 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 45788 members 
Mstep: Class 10 contains 24390 members 
Mstep: Class 13 contains 25013 members 
Mstep: Class 14 contains 20240 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843622.000000 Penalty: 29439.427734
Iteration 273Q: 15 clusters Score -2.084362e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 53627 members 
Mstep: Class 3 contains 10457 members 
Mstep: Class 5 contains 139473 members 
Mstep: Class 7 contains 57958 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 45747 members 
Mstep: Class 10 contains 24459 members 
Mstep: Class 13 contains 24988 members 
Mstep: Class 14 contains 20162 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 18 contains 16185 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843646.000000 Penalty: 29439.427734
Iteration 274Q: 15 clusters Score -2.084365e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 53587 members 
Mstep: Class 3 contains 10461 members 
Mstep: Class 5 contains 139819 members 
Mstep: Class 7 contains 57933 members 
Mstep: Class 8 contains 4066 members 
Mstep: Class 9 contains 45715 members 
Mstep: Class 10 contains 24570 members 
Mstep: Class 13 contains 24955 members 
Mstep: Class 14 contains 20086 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 18 contains 16115 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 20 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843696.000000 Penalty: 29439.427734
Iteration 275Q: 15 clusters Score -2.08437e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 53554 members 
Mstep: Class 3 contains 10465 members 
Mstep: Class 5 contains 140170 members 
Mstep: Class 7 contains 57907 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 45678 members 
Mstep: Class 10 contains 24690 members 
Mstep: Class 13 contains 24925 members 
Mstep: Class 14 contains 20001 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 18 contains 16042 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843682.000000 Penalty: 29439.427734
Iteration 276Q: 15 clusters Score -2.084368e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 53516 members 
Mstep: Class 3 contains 10472 members 
Mstep: Class 5 contains 140501 members 
Mstep: Class 7 contains 57880 members 
Mstep: Class 8 contains 3736 members 
Mstep: Class 9 contains 45634 members 
Mstep: Class 10 contains 24839 members 
Mstep: Class 13 contains 24900 members 
Mstep: Class 14 contains 19935 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 18 contains 15985 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 20 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843762.000000 Penalty: 29439.427734
Iteration 277Q: 15 clusters Score -2.084376e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 53483 members 
Mstep: Class 3 contains 10478 members 
Mstep: Class 5 contains 140841 members 
Mstep: Class 7 contains 57845 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 45592 members 
Mstep: Class 10 contains 25007 members 
Mstep: Class 13 contains 24885 members 
Mstep: Class 14 contains 19874 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 18 contains 15930 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843940.000000 Penalty: 29439.427734
Iteration 278Q: 15 clusters Score -2.084394e+07 nChanged 733
Entering ConstructFrom: 
Score: -20843940.000000 Penalty: 29439.427734
Entering ConstructFrom: 
Trying to split cluster 1 (13495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Entering Unmasked Estep 
Score: -714318.625000 Penalty: 1545.387085
	Iteration 0F: 2 clusters Score -714318.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -704791.125000 Penalty: 3090.774170
	Iteration 0F: 3 clusters Score -704791.1 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -708066.312500 Penalty: 3090.774170
	Iteration 1F: 3 clusters Score -708066.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -708342.687500 Penalty: 3090.774170
	Iteration 2F: 3 clusters Score -708342.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -708610.500000 Penalty: 3090.774170
	Iteration 3Q: 3 clusters Score -708610.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -708858.250000 Penalty: 3090.774170
	Iteration 4Q: 3 clusters Score -708858.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -709105.562500 Penalty: 3090.774170
	Iteration 5Q: 3 clusters Score -709105.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -709384.625000 Penalty: 3090.774170
	Iteration 6Q: 3 clusters Score -709384.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -709716.875000 Penalty: 3090.774170
	Iteration 7Q: 3 clusters Score -709716.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -710173.000000 Penalty: 3090.774170
	Iteration 8F: 3 clusters Score -710173 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -710690.562500 Penalty: 3090.774170
	Iteration 9F: 3 clusters Score -710690.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -711208.437500 Penalty: 3090.774170
	Iteration 10Q: 3 clusters Score -711208.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -711652.500000 Penalty: 3090.774170
	Iteration 11Q: 3 clusters Score -711652.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -712009.250000 Penalty: 3090.774170
	Iteration 12Q: 3 clusters Score -712009.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -712277.750000 Penalty: 3090.774170
	Iteration 13Q: 3 clusters Score -712277.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -712449.500000 Penalty: 3090.774170
	Iteration 14Q: 3 clusters Score -712449.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -712587.625000 Penalty: 3090.774170
	Iteration 15Q: 3 clusters Score -712587.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -712695.125000 Penalty: 3090.774170
	Iteration 16Q: 3 clusters Score -712695.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -712770.750000 Penalty: 3090.774170
	Iteration 17Q: 3 clusters Score -712770.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -712823.250000 Penalty: 3090.774170
	Iteration 18Q: 3 clusters Score -712823.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -712870.750000 Penalty: 3090.774170
	Iteration 19Q: 3 clusters Score -712870.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -712898.187500 Penalty: 3090.774170
	Iteration 20F: 3 clusters Score -712898.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -712913.250000 Penalty: 3090.774170
	Iteration 21Q: 3 clusters Score -712913.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -712928.500000 Penalty: 3090.774170
	Iteration 22Q: 3 clusters Score -712928.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -712945.500000 Penalty: 3090.774170
	Iteration 23Q: 3 clusters Score -712945.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -712954.125000 Penalty: 3090.774170
	Iteration 24Q: 3 clusters Score -712954.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -712962.937500 Penalty: 3090.774170
	Iteration 25Q: 3 clusters Score -712962.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -712969.437500 Penalty: 3090.774170
	Iteration 26Q: 3 clusters Score -712969.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -712974.312500 Penalty: 3090.774170
	Iteration 27Q: 3 clusters Score -712974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -712975.312500 Penalty: 3090.774170
	Iteration 28Q: 3 clusters Score -712975.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -712975.000000 Penalty: 3090.774170
	Iteration 29Q: 3 clusters Score -712975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -712975.937500 Penalty: 3090.774170
	Iteration 30Q: 3 clusters Score -712975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -712975.937500 Penalty: 3090.774170
	Iteration 31F: 3 clusters Score -712975.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (53440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Entering Unmasked Estep 
Score: -2816619.000000 Penalty: 1769.026123
	Iteration 0F: 2 clusters Score -2816619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -2780737.250000 Penalty: 3538.052246
	Iteration 0F: 3 clusters Score -2780737 nChanged 25192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -2795368.750000 Penalty: 3538.052246
	Iteration 1F: 3 clusters Score -2795369 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -2796000.250000 Penalty: 3538.052246
	Iteration 2Q: 3 clusters Score -2796000 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -2796845.750000 Penalty: 3538.052246
	Iteration 3Q: 3 clusters Score -2796846 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -2797807.000000 Penalty: 3538.052246
	Iteration 4Q: 3 clusters Score -2797807 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -2799048.250000 Penalty: 3538.052246
	Iteration 5Q: 3 clusters Score -2799048 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -2800714.500000 Penalty: 3538.052246
	Iteration 6F: 3 clusters Score -2800714 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -2802929.500000 Penalty: 3538.052246
	Iteration 7F: 3 clusters Score -2802930 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -2805342.750000 Penalty: 3538.052246
	Iteration 8F: 3 clusters Score -2805343 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -2806990.500000 Penalty: 3538.052246
	Iteration 9F: 3 clusters Score -2806990 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2807623.000000 Penalty: 3538.052246
	Iteration 10Q: 3 clusters Score -2807623 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -2807840.500000 Penalty: 3538.052246
	Iteration 11Q: 3 clusters Score -2807840 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -2807959.750000 Penalty: 3538.052246
	Iteration 12Q: 3 clusters Score -2807960 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -2808062.250000 Penalty: 3538.052246
	Iteration 13Q: 3 clusters Score -2808062 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2808137.750000 Penalty: 3538.052246
	Iteration 14Q: 3 clusters Score -2808138 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -2808224.750000 Penalty: 3538.052246
	Iteration 15Q: 3 clusters Score -2808225 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -2808315.250000 Penalty: 3538.052246
	Iteration 16Q: 3 clusters Score -2808315 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -2808382.250000 Penalty: 3538.052246
	Iteration 17Q: 3 clusters Score -2808382 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -2808461.250000 Penalty: 3538.052246
	Iteration 18Q: 3 clusters Score -2808461 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -2808511.250000 Penalty: 3538.052246
	Iteration 19Q: 3 clusters Score -2808511 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -2808563.750000 Penalty: 3538.052246
	Iteration 20F: 3 clusters Score -2808564 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -2808596.000000 Penalty: 3538.052246
	Iteration 21Q: 3 clusters Score -2808596 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -2808635.250000 Penalty: 3538.052246
	Iteration 22Q: 3 clusters Score -2808635 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -2808661.500000 Penalty: 3538.052246
	Iteration 23Q: 3 clusters Score -2808662 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -2808719.000000 Penalty: 3538.052246
	Iteration 24Q: 3 clusters Score -2808719 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -2808741.500000 Penalty: 3538.052246
	Iteration 25Q: 3 clusters Score -2808742 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -2808765.250000 Penalty: 3538.052246
	Iteration 26Q: 3 clusters Score -2808765 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -2808802.500000 Penalty: 3538.052246
	Iteration 27Q: 3 clusters Score -2808802 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -2808829.250000 Penalty: 3538.052246
	Iteration 28Q: 3 clusters Score -2808829 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -2808852.000000 Penalty: 3538.052246
	Iteration 29Q: 3 clusters Score -2808852 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -2808859.250000 Penalty: 3538.052246
	Iteration 30Q: 3 clusters Score -2808859 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -2808885.000000 Penalty: 3538.052246
	Iteration 31Q: 3 clusters Score -2808885 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -2808892.500000 Penalty: 3538.052246
	Iteration 32Q: 3 clusters Score -2808892 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -2808902.250000 Penalty: 3538.052246
	Iteration 33Q: 3 clusters Score -2808902 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -2808917.250000 Penalty: 3538.052246
	Iteration 34Q: 3 clusters Score -2808917 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -2808946.000000 Penalty: 3538.052246
	Iteration 35Q: 3 clusters Score -2808946 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -2808964.500000 Penalty: 3538.052246
	Iteration 36Q: 3 clusters Score -2808964 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -2808987.250000 Penalty: 3538.052246
	Iteration 37Q: 3 clusters Score -2808987 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -2808988.250000 Penalty: 3538.052246
	Iteration 38Q: 3 clusters Score -2808988 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -2809008.250000 Penalty: 3538.052246
	Iteration 39Q: 3 clusters Score -2809008 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -2809022.250000 Penalty: 3538.052246
	Iteration 40F: 3 clusters Score -2809022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -2809015.250000 Penalty: 3538.052246
	Iteration 41Q: 3 clusters Score -2809015 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -2809019.500000 Penalty: 3538.052246
	Iteration 42Q: 3 clusters Score -2809020 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -2809039.500000 Penalty: 3538.052246
	Iteration 43Q: 3 clusters Score -2809040 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -2809044.500000 Penalty: 3538.052246
	Iteration 44Q: 3 clusters Score -2809044 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -2809045.250000 Penalty: 3538.052246
	Iteration 45Q: 3 clusters Score -2809045 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -2809051.750000 Penalty: 3538.052246
	Iteration 46Q: 3 clusters Score -2809052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -2809059.250000 Penalty: 3538.052246
	Iteration 47Q: 3 clusters Score -2809059 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -2809066.500000 Penalty: 3538.052246
	Iteration 48Q: 3 clusters Score -2809066 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -2809082.750000 Penalty: 3538.052246
	Iteration 49Q: 3 clusters Score -2809083 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -2809095.250000 Penalty: 3538.052246
	Iteration 50Q: 3 clusters Score -2809095 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -2809101.500000 Penalty: 3538.052246
	Iteration 51Q: 3 clusters Score -2809102 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -2809100.750000 Penalty: 3538.052246
	Iteration 52Q: 3 clusters Score -2809101 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -2809110.750000 Penalty: 3538.052246
	Iteration 53Q: 3 clusters Score -2809111 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -2809125.750000 Penalty: 3538.052246
	Iteration 54Q: 3 clusters Score -2809126 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -2809136.500000 Penalty: 3538.052246
	Iteration 55Q: 3 clusters Score -2809136 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -2809146.500000 Penalty: 3538.052246
	Iteration 56Q: 3 clusters Score -2809146 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -2809170.000000 Penalty: 3538.052246
	Iteration 57Q: 3 clusters Score -2809170 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -2809184.750000 Penalty: 3538.052246
	Iteration 58Q: 3 clusters Score -2809185 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -2809210.000000 Penalty: 3538.052246
	Iteration 59Q: 3 clusters Score -2809210 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -2809242.750000 Penalty: 3538.052246
	Iteration 60F: 3 clusters Score -2809243 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -2809267.250000 Penalty: 3538.052246
	Iteration 61Q: 3 clusters Score -2809267 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -2809281.250000 Penalty: 3538.052246
	Iteration 62Q: 3 clusters Score -2809281 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -2809295.250000 Penalty: 3538.052246
	Iteration 63Q: 3 clusters Score -2809295 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -2809308.250000 Penalty: 3538.052246
	Iteration 64Q: 3 clusters Score -2809308 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -2809327.750000 Penalty: 3538.052246
	Iteration 65Q: 3 clusters Score -2809328 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -2809341.750000 Penalty: 3538.052246
	Iteration 66Q: 3 clusters Score -2809342 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -2809372.750000 Penalty: 3538.052246
	Iteration 67Q: 3 clusters Score -2809373 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -2809392.750000 Penalty: 3538.052246
	Iteration 68Q: 3 clusters Score -2809393 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -2809412.500000 Penalty: 3538.052246
	Iteration 69Q: 3 clusters Score -2809412 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -2809431.750000 Penalty: 3538.052246
	Iteration 70Q: 3 clusters Score -2809432 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -2809476.750000 Penalty: 3538.052246
	Iteration 71Q: 3 clusters Score -2809477 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -2809516.000000 Penalty: 3538.052246
	Iteration 72Q: 3 clusters Score -2809516 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -2809550.250000 Penalty: 3538.052246
	Iteration 73Q: 3 clusters Score -2809550 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -2809587.500000 Penalty: 3538.052246
	Iteration 74Q: 3 clusters Score -2809588 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -2809628.500000 Penalty: 3538.052246
	Iteration 75Q: 3 clusters Score -2809628 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -2809675.000000 Penalty: 3538.052246
	Iteration 76Q: 3 clusters Score -2809675 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -2809726.750000 Penalty: 3538.052246
	Iteration 77Q: 3 clusters Score -2809727 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -2809760.500000 Penalty: 3538.052246
	Iteration 78Q: 3 clusters Score -2809760 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -2809818.250000 Penalty: 3538.052246
	Iteration 79Q: 3 clusters Score -2809818 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -2809865.250000 Penalty: 3538.052246
	Iteration 80F: 3 clusters Score -2809865 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -2809918.750000 Penalty: 3538.052246
	Iteration 81Q: 3 clusters Score -2809919 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -2809980.500000 Penalty: 3538.052246
	Iteration 82Q: 3 clusters Score -2809980 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -2810052.250000 Penalty: 3538.052246
	Iteration 83Q: 3 clusters Score -2810052 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -2810109.000000 Penalty: 3538.052246
	Iteration 84Q: 3 clusters Score -2810109 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -2810196.000000 Penalty: 3538.052246
	Iteration 85Q: 3 clusters Score -2810196 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -2810273.500000 Penalty: 3538.052246
	Iteration 86Q: 3 clusters Score -2810274 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -2810349.500000 Penalty: 3538.052246
	Iteration 87Q: 3 clusters Score -2810350 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -2810442.750000 Penalty: 3538.052246
	Iteration 88Q: 3 clusters Score -2810443 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -2810567.750000 Penalty: 3538.052246
	Iteration 89Q: 3 clusters Score -2810568 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -2810657.750000 Penalty: 3538.052246
	Iteration 90Q: 3 clusters Score -2810658 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -2810779.250000 Penalty: 3538.052246
	Iteration 91Q: 3 clusters Score -2810779 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -2810923.750000 Penalty: 3538.052246
	Iteration 92Q: 3 clusters Score -2810924 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -2811049.500000 Penalty: 3538.052246
	Iteration 93Q: 3 clusters Score -2811050 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -2811202.750000 Penalty: 3538.052246
	Iteration 94Q: 3 clusters Score -2811203 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -2811366.250000 Penalty: 3538.052246
	Iteration 95Q: 3 clusters Score -2811366 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -2811561.000000 Penalty: 3538.052246
	Iteration 96Q: 3 clusters Score -2811561 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -2811771.000000 Penalty: 3538.052246
	Iteration 97Q: 3 clusters Score -2811771 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -2812011.250000 Penalty: 3538.052246
	Iteration 98Q: 3 clusters Score -2812011 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -2812192.000000 Penalty: 3538.052246
	Iteration 99Q: 3 clusters Score -2812192 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -2812398.000000 Penalty: 3538.052246
	Iteration 100F: 3 clusters Score -2812398 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -2812634.000000 Penalty: 3538.052246
	Iteration 101Q: 3 clusters Score -2812634 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -2812860.750000 Penalty: 3538.052246
	Iteration 102Q: 3 clusters Score -2812861 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -2813083.000000 Penalty: 3538.052246
	Iteration 103Q: 3 clusters Score -2813083 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -2813320.000000 Penalty: 3538.052246
	Iteration 104Q: 3 clusters Score -2813320 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -2813548.750000 Penalty: 3538.052246
	Iteration 105Q: 3 clusters Score -2813549 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -2813790.750000 Penalty: 3538.052246
	Iteration 106Q: 3 clusters Score -2813791 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -2813998.250000 Penalty: 3538.052246
	Iteration 107Q: 3 clusters Score -2813998 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -2814209.500000 Penalty: 3538.052246
	Iteration 108Q: 3 clusters Score -2814210 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -2814392.250000 Penalty: 3538.052246
	Iteration 109Q: 3 clusters Score -2814392 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -2814562.750000 Penalty: 3538.052246
	Iteration 110Q: 3 clusters Score -2814563 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -2814710.500000 Penalty: 3538.052246
	Iteration 111Q: 3 clusters Score -2814710 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -2814850.750000 Penalty: 3538.052246
	Iteration 112Q: 3 clusters Score -2814851 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -2814933.500000 Penalty: 3538.052246
	Iteration 113Q: 3 clusters Score -2814934 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -2815015.000000 Penalty: 3538.052246
	Iteration 114Q: 3 clusters Score -2815015 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -2815076.750000 Penalty: 3538.052246
	Iteration 115Q: 3 clusters Score -2815077 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -2815146.000000 Penalty: 3538.052246
	Iteration 116Q: 3 clusters Score -2815146 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -2815186.000000 Penalty: 3538.052246
	Iteration 117Q: 3 clusters Score -2815186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -2815223.500000 Penalty: 3538.052246
	Iteration 118Q: 3 clusters Score -2815224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -2815239.750000 Penalty: 3538.052246
	Iteration 119Q: 3 clusters Score -2815240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -2815254.500000 Penalty: 3538.052246
	Iteration 120F: 3 clusters Score -2815254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -2815266.750000 Penalty: 3538.052246
	Iteration 121Q: 3 clusters Score -2815267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -2815270.250000 Penalty: 3538.052246
	Iteration 122Q: 3 clusters Score -2815270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -2815278.000000 Penalty: 3538.052246
	Iteration 123Q: 3 clusters Score -2815278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -2815284.500000 Penalty: 3538.052246
	Iteration 124Q: 3 clusters Score -2815284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -2815283.750000 Penalty: 3538.052246
	Iteration 125Q: 3 clusters Score -2815284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -2815288.500000 Penalty: 3538.052246
	Iteration 126Q: 3 clusters Score -2815288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -2815293.500000 Penalty: 3538.052246
	Iteration 127Q: 3 clusters Score -2815294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -2815291.500000 Penalty: 3538.052246
	Iteration 128Q: 3 clusters Score -2815292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -2815293.000000 Penalty: 3538.052246
	Iteration 129Q: 3 clusters Score -2815293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -2815293.000000 Penalty: 3538.052246
	Iteration 130F: 3 clusters Score -2815293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Entering Unmasked Estep 
Score: -523681.156250 Penalty: 1504.236938
	Iteration 0F: 2 clusters Score -523681.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -516282.406250 Penalty: 3008.473877
	Iteration 0F: 3 clusters Score -516282.4 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -518614.156250 Penalty: 3008.473877
	Iteration 1F: 3 clusters Score -518614.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -518855.781250 Penalty: 3008.473877
	Iteration 2F: 3 clusters Score -518855.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -519048.593750 Penalty: 3008.473877
	Iteration 3Q: 3 clusters Score -519048.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -519223.625000 Penalty: 3008.473877
	Iteration 4Q: 3 clusters Score -519223.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -519391.281250 Penalty: 3008.473877
	Iteration 5Q: 3 clusters Score -519391.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -519565.906250 Penalty: 3008.473877
	Iteration 6Q: 3 clusters Score -519565.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -519768.687500 Penalty: 3008.473877
	Iteration 7Q: 3 clusters Score -519768.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -520033.093750 Penalty: 3008.473877
	Iteration 8Q: 3 clusters Score -520033.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -520330.843750 Penalty: 3008.473877
	Iteration 9Q: 3 clusters Score -520330.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -520707.562500 Penalty: 3008.473877
	Iteration 10F: 3 clusters Score -520707.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -521103.593750 Penalty: 3008.473877
	Iteration 11Q: 3 clusters Score -521103.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -521479.968750 Penalty: 3008.473877
	Iteration 12Q: 3 clusters Score -521480 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -521795.437500 Penalty: 3008.473877
	Iteration 13Q: 3 clusters Score -521795.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -522031.250000 Penalty: 3008.473877
	Iteration 14Q: 3 clusters Score -522031.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -522173.937500 Penalty: 3008.473877
	Iteration 15Q: 3 clusters Score -522173.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -522246.625000 Penalty: 3008.473877
	Iteration 16Q: 3 clusters Score -522246.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -522298.656250 Penalty: 3008.473877
	Iteration 17Q: 3 clusters Score -522298.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -522328.250000 Penalty: 3008.473877
	Iteration 18Q: 3 clusters Score -522328.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -522341.625000 Penalty: 3008.473877
	Iteration 19Q: 3 clusters Score -522341.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -522352.687500 Penalty: 3008.473877
	Iteration 20F: 3 clusters Score -522352.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -522359.906250 Penalty: 3008.473877
	Iteration 21Q: 3 clusters Score -522359.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -522369.156250 Penalty: 3008.473877
	Iteration 22Q: 3 clusters Score -522369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -522371.906250 Penalty: 3008.473877
	Iteration 23Q: 3 clusters Score -522371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -522375.593750 Penalty: 3008.473877
	Iteration 24Q: 3 clusters Score -522375.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -522382.031250 Penalty: 3008.473877
	Iteration 25Q: 3 clusters Score -522382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -522385.875000 Penalty: 3008.473877
	Iteration 26Q: 3 clusters Score -522385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -522389.406250 Penalty: 3008.473877
	Iteration 27Q: 3 clusters Score -522389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -522397.875000 Penalty: 3008.473877
	Iteration 28Q: 3 clusters Score -522397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -522404.750000 Penalty: 3008.473877
	Iteration 29Q: 3 clusters Score -522404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -522406.687500 Penalty: 3008.473877
	Iteration 30Q: 3 clusters Score -522406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -522408.593750 Penalty: 3008.473877
	Iteration 31Q: 3 clusters Score -522408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -522410.031250 Penalty: 3008.473877
	Iteration 32Q: 3 clusters Score -522410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -522411.250000 Penalty: 3008.473877
	Iteration 33Q: 3 clusters Score -522411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -522411.250000 Penalty: 3008.473877
	Iteration 34F: 3 clusters Score -522411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (141209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141209 members 
Entering Unmasked Estep 
Score: -7222957.000000 Penalty: 1926.924316
	Iteration 0F: 2 clusters Score -7222957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -7128288.500000 Penalty: 3853.848633
	Iteration 0F: 3 clusters Score -7128288 nChanged 68140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -7168158.500000 Penalty: 3853.848633
	Iteration 1F: 3 clusters Score -7168158 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -7168874.000000 Penalty: 3853.848633
	Iteration 2Q: 3 clusters Score -7168874 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -7169845.500000 Penalty: 3853.848633
	Iteration 3Q: 3 clusters Score -7169846 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -7171124.500000 Penalty: 3853.848633
	Iteration 4Q: 3 clusters Score -7171124 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -7173160.500000 Penalty: 3853.848633
	Iteration 5Q: 3 clusters Score -7173160 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 91222 members 
Entering Unmasked Estep 
Score: -7176748.500000 Penalty: 3853.848633
	Iteration 6Q: 3 clusters Score -7176748 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -7182969.500000 Penalty: 3853.848633
	Iteration 7F: 3 clusters Score -7182970 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 111629 members 
Entering Unmasked Estep 
Score: -7192591.000000 Penalty: 3853.848633
	Iteration 8F: 3 clusters Score -7192591 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 123291 members 
Entering Unmasked Estep 
Score: -7203854.000000 Penalty: 3853.848633
	Iteration 9F: 3 clusters Score -7203854 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 132305 members 
Entering Unmasked Estep 
Score: -7212840.000000 Penalty: 3853.848633
	Iteration 10F: 3 clusters Score -7212840 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 137540 members 
Entering Unmasked Estep 
Score: -7217947.500000 Penalty: 3853.848633
	Iteration 11Q: 3 clusters Score -7217948 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 139876 members 
Entering Unmasked Estep 
Score: -7220097.500000 Penalty: 3853.848633
	Iteration 12Q: 3 clusters Score -7220098 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 140690 members 
Entering Unmasked Estep 
Score: -7220856.000000 Penalty: 3853.848633
	Iteration 13Q: 3 clusters Score -7220856 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 140928 members 
Entering Unmasked Estep 
Score: -7221102.000000 Penalty: 3853.848633
	Iteration 14Q: 3 clusters Score -7221102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 140996 members 
Entering Unmasked Estep 
Score: -7221203.000000 Penalty: 3853.848633
	Iteration 15Q: 3 clusters Score -7221203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -7221258.000000 Penalty: 3853.848633
	Iteration 16Q: 3 clusters Score -7221258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141037 members 
Entering Unmasked Estep 
Score: -7221265.000000 Penalty: 3853.848633
	Iteration 17Q: 3 clusters Score -7221265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 141039 members 
Entering Unmasked Estep 
Score: -7221266.000000 Penalty: 3853.848633
	Iteration 18Q: 3 clusters Score -7221266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 141043 members 
Entering Unmasked Estep 
Score: -7221268.500000 Penalty: 3853.848633
	Iteration 19Q: 3 clusters Score -7221268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 141042 members 
Entering Unmasked Estep 
Score: -7221269.500000 Penalty: 3853.848633
	Iteration 20F: 3 clusters Score -7221270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Entering Unmasked Estep 
Score: -3033025.500000 Penalty: 1781.807373
	Iteration 0F: 2 clusters Score -3033026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -2994169.750000 Penalty: 3563.614746
	Iteration 0F: 3 clusters Score -2994170 nChanged 27417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3009555.500000 Penalty: 3563.614746
	Iteration 1F: 3 clusters Score -3009556 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3009855.500000 Penalty: 3563.614746
	Iteration 2Q: 3 clusters Score -3009856 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3010180.500000 Penalty: 3563.614746
	Iteration 3Q: 3 clusters Score -3010180 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -3010500.500000 Penalty: 3563.614746
	Iteration 4Q: 3 clusters Score -3010500 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -3010873.000000 Penalty: 3563.614746
	Iteration 5Q: 3 clusters Score -3010873 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3011398.250000 Penalty: 3563.614746
	Iteration 6Q: 3 clusters Score -3011398 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3012221.750000 Penalty: 3563.614746
	Iteration 7Q: 3 clusters Score -3012222 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -3013610.500000 Penalty: 3563.614746
	Iteration 8F: 3 clusters Score -3013610 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -3015990.250000 Penalty: 3563.614746
	Iteration 9F: 3 clusters Score -3015990 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -3019839.750000 Penalty: 3563.614746
	Iteration 10F: 3 clusters Score -3019840 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -3024693.000000 Penalty: 3563.614746
	Iteration 11F: 3 clusters Score -3024693 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -3028600.750000 Penalty: 3563.614746
	Iteration 12F: 3 clusters Score -3028601 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -3030559.000000 Penalty: 3563.614746
	Iteration 13Q: 3 clusters Score -3030559 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -3031250.750000 Penalty: 3563.614746
	Iteration 14Q: 3 clusters Score -3031251 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -3031468.000000 Penalty: 3563.614746
	Iteration 15Q: 3 clusters Score -3031468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -3031549.000000 Penalty: 3563.614746
	Iteration 16Q: 3 clusters Score -3031549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -3031586.250000 Penalty: 3563.614746
	Iteration 17Q: 3 clusters Score -3031586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -3031603.000000 Penalty: 3563.614746
	Iteration 18Q: 3 clusters Score -3031603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -3031616.000000 Penalty: 3563.614746
	Iteration 19Q: 3 clusters Score -3031616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -3031624.000000 Penalty: 3563.614746
	Iteration 20F: 3 clusters Score -3031624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -3031624.250000 Penalty: 3563.614746
	Iteration 21Q: 3 clusters Score -3031624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -3031628.000000 Penalty: 3563.614746
	Iteration 22Q: 3 clusters Score -3031628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -3031629.000000 Penalty: 3563.614746
	Iteration 23Q: 3 clusters Score -3031629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -3031631.750000 Penalty: 3563.614746
	Iteration 24Q: 3 clusters Score -3031632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -3031634.250000 Penalty: 3563.614746
	Iteration 25Q: 3 clusters Score -3031634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -3031641.250000 Penalty: 3563.614746
	Iteration 26Q: 3 clusters Score -3031641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -3031638.250000 Penalty: 3563.614746
	Iteration 27Q: 3 clusters Score -3031638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -3031643.750000 Penalty: 3563.614746
	Iteration 28Q: 3 clusters Score -3031644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -3031643.750000 Penalty: 3563.614746
	Iteration 29F: 3 clusters Score -3031644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -171661.906250 Penalty: 1316.226929
	Iteration 0F: 2 clusters Score -171661.9 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 1642 members 
Entering Unmasked Estep 
Score: -168742.140625 Penalty: 2632.453857
	Iteration 0F: 3 clusters Score -168742.1 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -169486.953125 Penalty: 2632.453857
	Iteration 1F: 3 clusters Score -169487 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -169649.734375 Penalty: 2632.453857
	Iteration 2F: 3 clusters Score -169649.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -169747.468750 Penalty: 2632.453857
	Iteration 3F: 3 clusters Score -169747.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -169815.750000 Penalty: 2632.453857
	Iteration 4Q: 3 clusters Score -169815.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -169867.890625 Penalty: 2632.453857
	Iteration 5Q: 3 clusters Score -169867.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -169931.125000 Penalty: 2632.453857
	Iteration 6Q: 3 clusters Score -169931.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -169986.500000 Penalty: 2632.453857
	Iteration 7Q: 3 clusters Score -169986.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -170050.546875 Penalty: 2632.453857
	Iteration 8Q: 3 clusters Score -170050.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -170093.437500 Penalty: 2632.453857
	Iteration 9Q: 3 clusters Score -170093.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -170138.546875 Penalty: 2632.453857
	Iteration 10Q: 3 clusters Score -170138.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -170183.437500 Penalty: 2632.453857
	Iteration 11Q: 3 clusters Score -170183.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -170221.156250 Penalty: 2632.453857
	Iteration 12Q: 3 clusters Score -170221.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -170257.765625 Penalty: 2632.453857
	Iteration 13Q: 3 clusters Score -170257.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -170284.593750 Penalty: 2632.453857
	Iteration 14Q: 3 clusters Score -170284.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -170302.078125 Penalty: 2632.453857
	Iteration 15Q: 3 clusters Score -170302.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -170317.234375 Penalty: 2632.453857
	Iteration 16Q: 3 clusters Score -170317.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -170332.515625 Penalty: 2632.453857
	Iteration 17Q: 3 clusters Score -170332.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -170347.937500 Penalty: 2632.453857
	Iteration 18Q: 3 clusters Score -170347.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -170362.968750 Penalty: 2632.453857
	Iteration 19Q: 3 clusters Score -170363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -170376.515625 Penalty: 2632.453857
	Iteration 20F: 3 clusters Score -170376.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -170387.703125 Penalty: 2632.453857
	Iteration 21Q: 3 clusters Score -170387.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -170397.859375 Penalty: 2632.453857
	Iteration 22Q: 3 clusters Score -170397.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -170407.062500 Penalty: 2632.453857
	Iteration 23Q: 3 clusters Score -170407.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -170416.515625 Penalty: 2632.453857
	Iteration 24Q: 3 clusters Score -170416.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -170428.046875 Penalty: 2632.453857
	Iteration 25Q: 3 clusters Score -170428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -170438.140625 Penalty: 2632.453857
	Iteration 26Q: 3 clusters Score -170438.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -170449.250000 Penalty: 2632.453857
	Iteration 27Q: 3 clusters Score -170449.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -170459.234375 Penalty: 2632.453857
	Iteration 28Q: 3 clusters Score -170459.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -170468.890625 Penalty: 2632.453857
	Iteration 29Q: 3 clusters Score -170468.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -170479.203125 Penalty: 2632.453857
	Iteration 30Q: 3 clusters Score -170479.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -170486.515625 Penalty: 2632.453857
	Iteration 31Q: 3 clusters Score -170486.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -170493.000000 Penalty: 2632.453857
	Iteration 32Q: 3 clusters Score -170493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -170498.953125 Penalty: 2632.453857
	Iteration 33Q: 3 clusters Score -170499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -170504.593750 Penalty: 2632.453857
	Iteration 34Q: 3 clusters Score -170504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -170510.281250 Penalty: 2632.453857
	Iteration 35Q: 3 clusters Score -170510.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -170515.859375 Penalty: 2632.453857
	Iteration 36Q: 3 clusters Score -170515.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -170518.406250 Penalty: 2632.453857
	Iteration 37Q: 3 clusters Score -170518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -170520.421875 Penalty: 2632.453857
	Iteration 38Q: 3 clusters Score -170520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -170520.421875 Penalty: 2632.453857
	Iteration 39F: 3 clusters Score -170520.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Entering Unmasked Estep 
Score: -2411598.250000 Penalty: 1743.063477
	Iteration 0F: 2 clusters Score -2411598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2381042.500000 Penalty: 3486.126953
	Iteration 0F: 3 clusters Score -2381042 nChanged 21297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2392933.000000 Penalty: 3486.126953
	Iteration 1F: 3 clusters Score -2392933 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2393293.000000 Penalty: 3486.126953
	Iteration 2Q: 3 clusters Score -2393293 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2393740.750000 Penalty: 3486.126953
	Iteration 3Q: 3 clusters Score -2393741 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2394298.250000 Penalty: 3486.126953
	Iteration 4Q: 3 clusters Score -2394298 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2395137.500000 Penalty: 3486.126953
	Iteration 5Q: 3 clusters Score -2395138 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2396446.500000 Penalty: 3486.126953
	Iteration 6F: 3 clusters Score -2396446 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2398583.250000 Penalty: 3486.126953
	Iteration 7F: 3 clusters Score -2398583 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2401583.750000 Penalty: 3486.126953
	Iteration 8F: 3 clusters Score -2401584 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2404845.250000 Penalty: 3486.126953
	Iteration 9F: 3 clusters Score -2404845 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2407454.000000 Penalty: 3486.126953
	Iteration 10F: 3 clusters Score -2407454 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2408914.250000 Penalty: 3486.126953
	Iteration 11Q: 3 clusters Score -2408914 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2409571.750000 Penalty: 3486.126953
	Iteration 12Q: 3 clusters Score -2409572 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2409858.500000 Penalty: 3486.126953
	Iteration 13Q: 3 clusters Score -2409858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2409958.500000 Penalty: 3486.126953
	Iteration 14Q: 3 clusters Score -2409958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2409995.000000 Penalty: 3486.126953
	Iteration 15Q: 3 clusters Score -2409995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2410015.000000 Penalty: 3486.126953
	Iteration 16Q: 3 clusters Score -2410015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2410027.000000 Penalty: 3486.126953
	Iteration 17Q: 3 clusters Score -2410027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2410032.000000 Penalty: 3486.126953
	Iteration 18Q: 3 clusters Score -2410032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2410037.750000 Penalty: 3486.126953
	Iteration 19Q: 3 clusters Score -2410038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2410038.500000 Penalty: 3486.126953
	Iteration 20F: 3 clusters Score -2410038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2410039.750000 Penalty: 3486.126953
	Iteration 21Q: 3 clusters Score -2410040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2410039.750000 Penalty: 3486.126953
	Iteration 22F: 3 clusters Score -2410040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Entering Unmasked Estep 
Score: -1329088.000000 Penalty: 1646.833740
	Iteration 0F: 2 clusters Score -1329088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1312108.750000 Penalty: 3293.667480
	Iteration 0F: 3 clusters Score -1312109 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1318338.625000 Penalty: 3293.667480
	Iteration 1F: 3 clusters Score -1318339 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1318690.000000 Penalty: 3293.667480
	Iteration 2Q: 3 clusters Score -1318690 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1319052.125000 Penalty: 3293.667480
	Iteration 3Q: 3 clusters Score -1319052 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1319561.250000 Penalty: 3293.667480
	Iteration 4Q: 3 clusters Score -1319561 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1320359.000000 Penalty: 3293.667480
	Iteration 5F: 3 clusters Score -1320359 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1321576.500000 Penalty: 3293.667480
	Iteration 6F: 3 clusters Score -1321576 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -1323339.375000 Penalty: 3293.667480
	Iteration 7F: 3 clusters Score -1323339 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -1325256.500000 Penalty: 3293.667480
	Iteration 8F: 3 clusters Score -1325256 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -1326571.250000 Penalty: 3293.667480
	Iteration 9F: 3 clusters Score -1326571 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -1327187.625000 Penalty: 3293.667480
	Iteration 10Q: 3 clusters Score -1327188 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -1327458.250000 Penalty: 3293.667480
	Iteration 11Q: 3 clusters Score -1327458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -1327551.875000 Penalty: 3293.667480
	Iteration 12Q: 3 clusters Score -1327552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -1327588.000000 Penalty: 3293.667480
	Iteration 13Q: 3 clusters Score -1327588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -1327620.625000 Penalty: 3293.667480
	Iteration 14Q: 3 clusters Score -1327621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -1327635.000000 Penalty: 3293.667480
	Iteration 15Q: 3 clusters Score -1327635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -1327645.500000 Penalty: 3293.667480
	Iteration 16Q: 3 clusters Score -1327646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -1327660.375000 Penalty: 3293.667480
	Iteration 17Q: 3 clusters Score -1327660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -1327668.125000 Penalty: 3293.667480
	Iteration 18Q: 3 clusters Score -1327668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -1327671.625000 Penalty: 3293.667480
	Iteration 19Q: 3 clusters Score -1327672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -1327674.500000 Penalty: 3293.667480
	Iteration 20F: 3 clusters Score -1327674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Entering Unmasked Estep 
Score: -1310846.250000 Penalty: 1644.665039
	Iteration 0F: 2 clusters Score -1310846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1294100.250000 Penalty: 3289.330078
	Iteration 0F: 3 clusters Score -1294100 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1300310.625000 Penalty: 3289.330078
	Iteration 1F: 3 clusters Score -1300311 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1300762.500000 Penalty: 3289.330078
	Iteration 2F: 3 clusters Score -1300762 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1301232.250000 Penalty: 3289.330078
	Iteration 3Q: 3 clusters Score -1301232 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1301822.250000 Penalty: 3289.330078
	Iteration 4F: 3 clusters Score -1301822 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1302568.375000 Penalty: 3289.330078
	Iteration 5F: 3 clusters Score -1302568 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1303563.250000 Penalty: 3289.330078
	Iteration 6F: 3 clusters Score -1303563 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1304782.875000 Penalty: 3289.330078
	Iteration 7F: 3 clusters Score -1304783 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1306046.500000 Penalty: 3289.330078
	Iteration 8F: 3 clusters Score -1306046 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -1307094.250000 Penalty: 3289.330078
	Iteration 9Q: 3 clusters Score -1307094 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -1307779.000000 Penalty: 3289.330078
	Iteration 10Q: 3 clusters Score -1307779 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -1308132.250000 Penalty: 3289.330078
	Iteration 11Q: 3 clusters Score -1308132 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -1308381.125000 Penalty: 3289.330078
	Iteration 12Q: 3 clusters Score -1308381 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -1308545.750000 Penalty: 3289.330078
	Iteration 13Q: 3 clusters Score -1308546 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -1308653.500000 Penalty: 3289.330078
	Iteration 14Q: 3 clusters Score -1308654 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -1308739.625000 Penalty: 3289.330078
	Iteration 15Q: 3 clusters Score -1308740 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -1308801.625000 Penalty: 3289.330078
	Iteration 16Q: 3 clusters Score -1308802 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -1308882.000000 Penalty: 3289.330078
	Iteration 17Q: 3 clusters Score -1308882 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -1308937.750000 Penalty: 3289.330078
	Iteration 18Q: 3 clusters Score -1308938 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -1308978.500000 Penalty: 3289.330078
	Iteration 19Q: 3 clusters Score -1308978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -1309014.750000 Penalty: 3289.330078
	Iteration 20F: 3 clusters Score -1309015 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -1309051.750000 Penalty: 3289.330078
	Iteration 21Q: 3 clusters Score -1309052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -1309086.250000 Penalty: 3289.330078
	Iteration 22Q: 3 clusters Score -1309086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -1309108.375000 Penalty: 3289.330078
	Iteration 23Q: 3 clusters Score -1309108 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -1309130.500000 Penalty: 3289.330078
	Iteration 24Q: 3 clusters Score -1309130 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -1309153.875000 Penalty: 3289.330078
	Iteration 25Q: 3 clusters Score -1309154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -1309173.625000 Penalty: 3289.330078
	Iteration 26Q: 3 clusters Score -1309174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -1309196.125000 Penalty: 3289.330078
	Iteration 27Q: 3 clusters Score -1309196 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -1309225.625000 Penalty: 3289.330078
	Iteration 28Q: 3 clusters Score -1309226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -1309251.500000 Penalty: 3289.330078
	Iteration 29Q: 3 clusters Score -1309252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -1309266.500000 Penalty: 3289.330078
	Iteration 30Q: 3 clusters Score -1309266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -1309284.375000 Penalty: 3289.330078
	Iteration 31Q: 3 clusters Score -1309284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -1309299.250000 Penalty: 3289.330078
	Iteration 32Q: 3 clusters Score -1309299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -1309309.750000 Penalty: 3289.330078
	Iteration 33Q: 3 clusters Score -1309310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -1309319.375000 Penalty: 3289.330078
	Iteration 34Q: 3 clusters Score -1309319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -1309333.500000 Penalty: 3289.330078
	Iteration 35Q: 3 clusters Score -1309334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -1309345.500000 Penalty: 3289.330078
	Iteration 36Q: 3 clusters Score -1309346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -1309356.625000 Penalty: 3289.330078
	Iteration 37Q: 3 clusters Score -1309357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -1309359.625000 Penalty: 3289.330078
	Iteration 38Q: 3 clusters Score -1309360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -1309367.875000 Penalty: 3289.330078
	Iteration 39Q: 3 clusters Score -1309368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -1309373.000000 Penalty: 3289.330078
	Iteration 40F: 3 clusters Score -1309373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -1309376.250000 Penalty: 3289.330078
	Iteration 41Q: 3 clusters Score -1309376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -1309382.750000 Penalty: 3289.330078
	Iteration 42Q: 3 clusters Score -1309383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -1309392.750000 Penalty: 3289.330078
	Iteration 43Q: 3 clusters Score -1309393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -1309399.125000 Penalty: 3289.330078
	Iteration 44Q: 3 clusters Score -1309399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -1309406.750000 Penalty: 3289.330078
	Iteration 45Q: 3 clusters Score -1309407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -1309413.750000 Penalty: 3289.330078
	Iteration 46Q: 3 clusters Score -1309414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -1309418.000000 Penalty: 3289.330078
	Iteration 47Q: 3 clusters Score -1309418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -1309424.125000 Penalty: 3289.330078
	Iteration 48Q: 3 clusters Score -1309424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -1309430.000000 Penalty: 3289.330078
	Iteration 49Q: 3 clusters Score -1309430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -1309431.375000 Penalty: 3289.330078
	Iteration 50Q: 3 clusters Score -1309431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -1309438.625000 Penalty: 3289.330078
	Iteration 51Q: 3 clusters Score -1309439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -1309440.375000 Penalty: 3289.330078
	Iteration 52Q: 3 clusters Score -1309440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -1309441.750000 Penalty: 3289.330078
	Iteration 53Q: 3 clusters Score -1309442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -1309444.375000 Penalty: 3289.330078
	Iteration 54Q: 3 clusters Score -1309444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -1309446.250000 Penalty: 3289.330078
	Iteration 55Q: 3 clusters Score -1309446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -1309447.500000 Penalty: 3289.330078
	Iteration 56Q: 3 clusters Score -1309448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -1309446.375000 Penalty: 3289.330078
	Iteration 57Q: 3 clusters Score -1309446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -1309448.250000 Penalty: 3289.330078
	Iteration 58Q: 3 clusters Score -1309448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -1309447.625000 Penalty: 3289.330078
	Iteration 59Q: 3 clusters Score -1309448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -1309449.500000 Penalty: 3289.330078
	Iteration 60F: 3 clusters Score -1309450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -1309450.125000 Penalty: 3289.330078
	Iteration 61Q: 3 clusters Score -1309450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -1309449.250000 Penalty: 3289.330078
	Iteration 62Q: 3 clusters Score -1309449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -1309449.125000 Penalty: 3289.330078
	Iteration 63Q: 3 clusters Score -1309449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -1309452.125000 Penalty: 3289.330078
	Iteration 64Q: 3 clusters Score -1309452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -1309451.625000 Penalty: 3289.330078
	Iteration 65Q: 3 clusters Score -1309452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -1309451.625000 Penalty: 3289.330078
	Iteration 66F: 3 clusters Score -1309452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Entering Unmasked Estep 
Score: -1040892.812500 Penalty: 1607.831299
	Iteration 0F: 2 clusters Score -1040893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1027307.062500 Penalty: 3215.662598
	Iteration 0F: 3 clusters Score -1027307 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1032185.312500 Penalty: 3215.662598
	Iteration 1F: 3 clusters Score -1032185 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1032555.562500 Penalty: 3215.662598
	Iteration 2F: 3 clusters Score -1032556 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1032960.062500 Penalty: 3215.662598
	Iteration 3Q: 3 clusters Score -1032960 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1033388.500000 Penalty: 3215.662598
	Iteration 4Q: 3 clusters Score -1033388 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1033855.937500 Penalty: 3215.662598
	Iteration 5Q: 3 clusters Score -1033856 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1034414.312500 Penalty: 3215.662598
	Iteration 6F: 3 clusters Score -1034414 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1035135.375000 Penalty: 3215.662598
	Iteration 7F: 3 clusters Score -1035135 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1035961.562500 Penalty: 3215.662598
	Iteration 8F: 3 clusters Score -1035962 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1036755.937500 Penalty: 3215.662598
	Iteration 9F: 3 clusters Score -1036756 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1037310.687500 Penalty: 3215.662598
	Iteration 10Q: 3 clusters Score -1037311 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1037595.375000 Penalty: 3215.662598
	Iteration 11Q: 3 clusters Score -1037595 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1037717.062500 Penalty: 3215.662598
	Iteration 12Q: 3 clusters Score -1037717 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1037785.937500 Penalty: 3215.662598
	Iteration 13Q: 3 clusters Score -1037786 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1037824.250000 Penalty: 3215.662598
	Iteration 14Q: 3 clusters Score -1037824 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1037858.125000 Penalty: 3215.662598
	Iteration 15Q: 3 clusters Score -1037858 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1037884.812500 Penalty: 3215.662598
	Iteration 16Q: 3 clusters Score -1037885 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1037918.187500 Penalty: 3215.662598
	Iteration 17Q: 3 clusters Score -1037918 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1037942.000000 Penalty: 3215.662598
	Iteration 18Q: 3 clusters Score -1037942 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1037967.125000 Penalty: 3215.662598
	Iteration 19Q: 3 clusters Score -1037967 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1037997.500000 Penalty: 3215.662598
	Iteration 20F: 3 clusters Score -1037998 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1038031.437500 Penalty: 3215.662598
	Iteration 21Q: 3 clusters Score -1038031 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1038060.625000 Penalty: 3215.662598
	Iteration 22Q: 3 clusters Score -1038061 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1038096.875000 Penalty: 3215.662598
	Iteration 23Q: 3 clusters Score -1038097 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1038133.812500 Penalty: 3215.662598
	Iteration 24Q: 3 clusters Score -1038134 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1038169.062500 Penalty: 3215.662598
	Iteration 25Q: 3 clusters Score -1038169 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1038198.312500 Penalty: 3215.662598
	Iteration 26Q: 3 clusters Score -1038198 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1038234.437500 Penalty: 3215.662598
	Iteration 27Q: 3 clusters Score -1038234 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1038266.562500 Penalty: 3215.662598
	Iteration 28Q: 3 clusters Score -1038267 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1038296.250000 Penalty: 3215.662598
	Iteration 29Q: 3 clusters Score -1038296 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1038321.187500 Penalty: 3215.662598
	Iteration 30Q: 3 clusters Score -1038321 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1038350.625000 Penalty: 3215.662598
	Iteration 31Q: 3 clusters Score -1038351 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1038377.000000 Penalty: 3215.662598
	Iteration 32Q: 3 clusters Score -1038377 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1038407.687500 Penalty: 3215.662598
	Iteration 33Q: 3 clusters Score -1038408 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1038453.125000 Penalty: 3215.662598
	Iteration 34Q: 3 clusters Score -1038453 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1038488.562500 Penalty: 3215.662598
	Iteration 35Q: 3 clusters Score -1038489 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1038525.562500 Penalty: 3215.662598
	Iteration 36Q: 3 clusters Score -1038526 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1038553.000000 Penalty: 3215.662598
	Iteration 37Q: 3 clusters Score -1038553 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1038577.625000 Penalty: 3215.662598
	Iteration 38Q: 3 clusters Score -1038578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1038612.062500 Penalty: 3215.662598
	Iteration 39Q: 3 clusters Score -1038612 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1038655.187500 Penalty: 3215.662598
	Iteration 40F: 3 clusters Score -1038655 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1038699.250000 Penalty: 3215.662598
	Iteration 41Q: 3 clusters Score -1038699 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1038744.062500 Penalty: 3215.662598
	Iteration 42Q: 3 clusters Score -1038744 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1038778.687500 Penalty: 3215.662598
	Iteration 43Q: 3 clusters Score -1038779 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1038809.750000 Penalty: 3215.662598
	Iteration 44Q: 3 clusters Score -1038810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1038849.375000 Penalty: 3215.662598
	Iteration 45Q: 3 clusters Score -1038849 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1038887.187500 Penalty: 3215.662598
	Iteration 46Q: 3 clusters Score -1038887 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1038923.000000 Penalty: 3215.662598
	Iteration 47Q: 3 clusters Score -1038923 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1038953.437500 Penalty: 3215.662598
	Iteration 48Q: 3 clusters Score -1038953 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1038998.562500 Penalty: 3215.662598
	Iteration 49Q: 3 clusters Score -1038999 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1039060.250000 Penalty: 3215.662598
	Iteration 50Q: 3 clusters Score -1039060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1039107.875000 Penalty: 3215.662598
	Iteration 51Q: 3 clusters Score -1039108 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1039166.125000 Penalty: 3215.662598
	Iteration 52Q: 3 clusters Score -1039166 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1039230.812500 Penalty: 3215.662598
	Iteration 53Q: 3 clusters Score -1039231 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1039298.750000 Penalty: 3215.662598
	Iteration 54Q: 3 clusters Score -1039299 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1039345.500000 Penalty: 3215.662598
	Iteration 55Q: 3 clusters Score -1039346 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1039400.687500 Penalty: 3215.662598
	Iteration 56Q: 3 clusters Score -1039401 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1039448.500000 Penalty: 3215.662598
	Iteration 57Q: 3 clusters Score -1039448 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -1039504.375000 Penalty: 3215.662598
	Iteration 58Q: 3 clusters Score -1039504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1039548.437500 Penalty: 3215.662598
	Iteration 59Q: 3 clusters Score -1039548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1039596.062500 Penalty: 3215.662598
	Iteration 60F: 3 clusters Score -1039596 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -1039648.375000 Penalty: 3215.662598
	Iteration 61Q: 3 clusters Score -1039648 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1039706.187500 Penalty: 3215.662598
	Iteration 62Q: 3 clusters Score -1039706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1039760.312500 Penalty: 3215.662598
	Iteration 63Q: 3 clusters Score -1039760 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -1039801.000000 Penalty: 3215.662598
	Iteration 64Q: 3 clusters Score -1039801 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1039838.937500 Penalty: 3215.662598
	Iteration 65Q: 3 clusters Score -1039839 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1039877.562500 Penalty: 3215.662598
	Iteration 66Q: 3 clusters Score -1039878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1039898.687500 Penalty: 3215.662598
	Iteration 67Q: 3 clusters Score -1039899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1039913.937500 Penalty: 3215.662598
	Iteration 68Q: 3 clusters Score -1039914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1039931.500000 Penalty: 3215.662598
	Iteration 69Q: 3 clusters Score -1039932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -1039944.875000 Penalty: 3215.662598
	Iteration 70Q: 3 clusters Score -1039945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1039954.125000 Penalty: 3215.662598
	Iteration 71Q: 3 clusters Score -1039954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1039964.000000 Penalty: 3215.662598
	Iteration 72Q: 3 clusters Score -1039964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1039972.125000 Penalty: 3215.662598
	Iteration 73Q: 3 clusters Score -1039972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1039973.562500 Penalty: 3215.662598
	Iteration 74Q: 3 clusters Score -1039974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1039975.687500 Penalty: 3215.662598
	Iteration 75Q: 3 clusters Score -1039976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -1039980.062500 Penalty: 3215.662598
	Iteration 76Q: 3 clusters Score -1039980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1039984.437500 Penalty: 3215.662598
	Iteration 77Q: 3 clusters Score -1039984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1039992.937500 Penalty: 3215.662598
	Iteration 78Q: 3 clusters Score -1039993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -1039993.812500 Penalty: 3215.662598
	Iteration 79Q: 3 clusters Score -1039994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -1039997.625000 Penalty: 3215.662598
	Iteration 80F: 3 clusters Score -1039998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1039995.437500 Penalty: 3215.662598
	Iteration 81Q: 3 clusters Score -1039995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -1039996.687500 Penalty: 3215.662598
	Iteration 82Q: 3 clusters Score -1039997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1039998.687500 Penalty: 3215.662598
	Iteration 83Q: 3 clusters Score -1039999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -1039999.062500 Penalty: 3215.662598
	Iteration 84Q: 3 clusters Score -1039999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -1039997.562500 Penalty: 3215.662598
	Iteration 85Q: 3 clusters Score -1039998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -1039997.562500 Penalty: 3215.662598
	Iteration 86F: 3 clusters Score -1039998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -68011.156250 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -68011.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -66385.875000 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -66385.88 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -66658.789062 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -66658.79 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -66743.585938 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -66743.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -66781.132812 Penalty: 2330.788330
	Iteration 3Q: 3 clusters Score -66781.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -66801.320312 Penalty: 2330.788330
	Iteration 4Q: 3 clusters Score -66801.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -66813.593750 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -66813.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -66821.960938 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -66821.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -66827.546875 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -66827.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -66834.835938 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -66834.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -66841.085938 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -66841.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -66848.585938 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -66848.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -66855.335938 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -66855.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -66860.671875 Penalty: 2330.788330
	Iteration 12Q: 3 clusters Score -66860.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -66863.507812 Penalty: 2330.788330
	Iteration 13Q: 3 clusters Score -66863.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -66867.070312 Penalty: 2330.788330
	Iteration 14Q: 3 clusters Score -66867.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -66870.937500 Penalty: 2330.788330
	Iteration 15Q: 3 clusters Score -66870.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -66877.140625 Penalty: 2330.788330
	Iteration 16Q: 3 clusters Score -66877.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -66882.992188 Penalty: 2330.788330
	Iteration 17Q: 3 clusters Score -66882.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -66887.085938 Penalty: 2330.788330
	Iteration 18Q: 3 clusters Score -66887.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -66889.453125 Penalty: 2330.788330
	Iteration 19Q: 3 clusters Score -66889.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -66892.843750 Penalty: 2330.788330
	Iteration 20F: 3 clusters Score -66892.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -66896.921875 Penalty: 2330.788330
	Iteration 21Q: 3 clusters Score -66896.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -66901.335938 Penalty: 2330.788330
	Iteration 22Q: 3 clusters Score -66901.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -66903.953125 Penalty: 2330.788330
	Iteration 23Q: 3 clusters Score -66903.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -66905.750000 Penalty: 2330.788330
	Iteration 24Q: 3 clusters Score -66905.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -66906.515625 Penalty: 2330.788330
	Iteration 25Q: 3 clusters Score -66906.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -66908.406250 Penalty: 2330.788330
	Iteration 26Q: 3 clusters Score -66908.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -66910.296875 Penalty: 2330.788330
	Iteration 27Q: 3 clusters Score -66910.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -66912.398438 Penalty: 2330.788330
	Iteration 28Q: 3 clusters Score -66912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -66916.476562 Penalty: 2330.788330
	Iteration 29Q: 3 clusters Score -66916.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -66917.945312 Penalty: 2330.788330
	Iteration 30Q: 3 clusters Score -66917.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -66920.054688 Penalty: 2330.788330
	Iteration 31Q: 3 clusters Score -66920.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -66921.796875 Penalty: 2330.788330
	Iteration 32Q: 3 clusters Score -66921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -66922.625000 Penalty: 2330.788330
	Iteration 33Q: 3 clusters Score -66922.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -66923.210938 Penalty: 2330.788330
	Iteration 34Q: 3 clusters Score -66923.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -66923.210938 Penalty: 2330.788330
	Iteration 35F: 3 clusters Score -66923.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Entering Unmasked Estep 
Score: -846650.187500 Penalty: 1571.873535
	Iteration 0F: 2 clusters Score -846650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -835746.187500 Penalty: 3143.747070
	Iteration 0F: 3 clusters Score -835746.2 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -839576.437500 Penalty: 3143.747070
	Iteration 1F: 3 clusters Score -839576.4 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -839865.312500 Penalty: 3143.747070
	Iteration 2Q: 3 clusters Score -839865.3 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -840141.312500 Penalty: 3143.747070
	Iteration 3Q: 3 clusters Score -840141.3 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -840426.062500 Penalty: 3143.747070
	Iteration 4Q: 3 clusters Score -840426.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -840742.875000 Penalty: 3143.747070
	Iteration 5Q: 3 clusters Score -840742.9 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -841209.375000 Penalty: 3143.747070
	Iteration 6F: 3 clusters Score -841209.4 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -841838.375000 Penalty: 3143.747070
	Iteration 7F: 3 clusters Score -841838.4 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -842581.000000 Penalty: 3143.747070
	Iteration 8F: 3 clusters Score -842581 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -843345.812500 Penalty: 3143.747070
	Iteration 9F: 3 clusters Score -843345.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -843963.500000 Penalty: 3143.747070
	Iteration 10Q: 3 clusters Score -843963.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -844403.000000 Penalty: 3143.747070
	Iteration 11Q: 3 clusters Score -844403 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -844663.562500 Penalty: 3143.747070
	Iteration 12Q: 3 clusters Score -844663.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -844833.062500 Penalty: 3143.747070
	Iteration 13Q: 3 clusters Score -844833.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -844934.625000 Penalty: 3143.747070
	Iteration 14Q: 3 clusters Score -844934.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -845025.875000 Penalty: 3143.747070
	Iteration 15Q: 3 clusters Score -845025.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -845088.812500 Penalty: 3143.747070
	Iteration 16Q: 3 clusters Score -845088.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -845131.875000 Penalty: 3143.747070
	Iteration 17Q: 3 clusters Score -845131.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -845168.375000 Penalty: 3143.747070
	Iteration 18Q: 3 clusters Score -845168.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -845198.187500 Penalty: 3143.747070
	Iteration 19Q: 3 clusters Score -845198.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -845222.000000 Penalty: 3143.747070
	Iteration 20F: 3 clusters Score -845222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -845247.250000 Penalty: 3143.747070
	Iteration 21Q: 3 clusters Score -845247.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -845265.562500 Penalty: 3143.747070
	Iteration 22Q: 3 clusters Score -845265.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -845278.125000 Penalty: 3143.747070
	Iteration 23Q: 3 clusters Score -845278.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -845287.937500 Penalty: 3143.747070
	Iteration 24Q: 3 clusters Score -845287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -845292.062500 Penalty: 3143.747070
	Iteration 25Q: 3 clusters Score -845292.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -845298.750000 Penalty: 3143.747070
	Iteration 26Q: 3 clusters Score -845298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -845302.750000 Penalty: 3143.747070
	Iteration 27Q: 3 clusters Score -845302.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -845306.187500 Penalty: 3143.747070
	Iteration 28Q: 3 clusters Score -845306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -845310.687500 Penalty: 3143.747070
	Iteration 29Q: 3 clusters Score -845310.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -845315.750000 Penalty: 3143.747070
	Iteration 30Q: 3 clusters Score -845315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -845319.687500 Penalty: 3143.747070
	Iteration 31Q: 3 clusters Score -845319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -845319.750000 Penalty: 3143.747070
	Iteration 32Q: 3 clusters Score -845319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -845320.250000 Penalty: 3143.747070
	Iteration 33Q: 3 clusters Score -845320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -845323.062500 Penalty: 3143.747070
	Iteration 34Q: 3 clusters Score -845323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -845326.000000 Penalty: 3143.747070
	Iteration 35Q: 3 clusters Score -845326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -845327.562500 Penalty: 3143.747070
	Iteration 36Q: 3 clusters Score -845327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -845327.875000 Penalty: 3143.747070
	Iteration 37Q: 3 clusters Score -845327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -845330.187500 Penalty: 3143.747070
	Iteration 38Q: 3 clusters Score -845330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -845332.062500 Penalty: 3143.747070
	Iteration 39Q: 3 clusters Score -845332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -845334.312500 Penalty: 3143.747070
	Iteration 40F: 3 clusters Score -845334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -845335.500000 Penalty: 3143.747070
	Iteration 41Q: 3 clusters Score -845335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -845337.062500 Penalty: 3143.747070
	Iteration 42Q: 3 clusters Score -845337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -845338.875000 Penalty: 3143.747070
	Iteration 43Q: 3 clusters Score -845338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -845340.062500 Penalty: 3143.747070
	Iteration 44Q: 3 clusters Score -845340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -845340.062500 Penalty: 3143.747070
	Iteration 45F: 3 clusters Score -845340.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -98894.031250 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -98894.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -96727.421875 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -96727.42 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -97172.976562 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -97172.98 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -97266.554688 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -97266.55 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -97319.117188 Penalty: 2485.220215
	Iteration 3Q: 3 clusters Score -97319.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -97356.210938 Penalty: 2485.220215
	Iteration 4Q: 3 clusters Score -97356.21 nChanged 51
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: -97379.054688 Penalty: 2485.220215
	Iteration 5Q: 3 clusters Score -97379.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -97397.632812 Penalty: 2485.220215
	Iteration 6Q: 3 clusters Score -97397.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -97415.945312 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -97415.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -97431.695312 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -97431.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -97446.476562 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -97446.48 nChanged 18
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: -97457.164062 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -97457.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -97468.781250 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -97468.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -97479.101562 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -97479.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -97486.882812 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -97486.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -97492.335938 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -97492.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -97501.898438 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -97501.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -97505.796875 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -97505.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -97507.695312 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -97507.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -97509.101562 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -97509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -97511.625000 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -97511.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -97515.023438 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -97515.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -97518.500000 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -97518.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -97521.382812 Penalty: 2485.220215
	Iteration 22Q: 3 clusters Score -97521.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -97522.367188 Penalty: 2485.220215
	Iteration 23Q: 3 clusters Score -97522.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -97522.367188 Penalty: 2485.220215
	Iteration 24F: 3 clusters Score -97522.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -125849.875000 Penalty: 1264.163452
	Iteration 0F: 2 clusters Score -125849.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -123492.046875 Penalty: 2528.326904
	Iteration 0F: 3 clusters Score -123492 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -123969.406250 Penalty: 2528.326904
	Iteration 1F: 3 clusters Score -123969.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -124076.320312 Penalty: 2528.326904
	Iteration 2F: 3 clusters Score -124076.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -124146.812500 Penalty: 2528.326904
	Iteration 3Q: 3 clusters Score -124146.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -124196.914062 Penalty: 2528.326904
	Iteration 4Q: 3 clusters Score -124196.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -124232.539062 Penalty: 2528.326904
	Iteration 5Q: 3 clusters Score -124232.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -124250.414062 Penalty: 2528.326904
	Iteration 6Q: 3 clusters Score -124250.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -124261.882812 Penalty: 2528.326904
	Iteration 7Q: 3 clusters Score -124261.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -124270.492188 Penalty: 2528.326904
	Iteration 8Q: 3 clusters Score -124270.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -124279.945312 Penalty: 2528.326904
	Iteration 9Q: 3 clusters Score -124279.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -124287.453125 Penalty: 2528.326904
	Iteration 10Q: 3 clusters Score -124287.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -124293.804688 Penalty: 2528.326904
	Iteration 11Q: 3 clusters Score -124293.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -124303.398438 Penalty: 2528.326904
	Iteration 12Q: 3 clusters Score -124303.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -124309.898438 Penalty: 2528.326904
	Iteration 13Q: 3 clusters Score -124309.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -124320.078125 Penalty: 2528.326904
	Iteration 14Q: 3 clusters Score -124320.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -124328.054688 Penalty: 2528.326904
	Iteration 15Q: 3 clusters Score -124328.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -124335.859375 Penalty: 2528.326904
	Iteration 16Q: 3 clusters Score -124335.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -124341.109375 Penalty: 2528.326904
	Iteration 17Q: 3 clusters Score -124341.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -124350.609375 Penalty: 2528.326904
	Iteration 18Q: 3 clusters Score -124350.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -124356.507812 Penalty: 2528.326904
	Iteration 19Q: 3 clusters Score -124356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -124360.164062 Penalty: 2528.326904
	Iteration 20F: 3 clusters Score -124360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -124363.593750 Penalty: 2528.326904
	Iteration 21Q: 3 clusters Score -124363.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -124366.312500 Penalty: 2528.326904
	Iteration 22Q: 3 clusters Score -124366.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -124368.515625 Penalty: 2528.326904
	Iteration 23Q: 3 clusters Score -124368.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -124372.820312 Penalty: 2528.326904
	Iteration 24Q: 3 clusters Score -124372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -124374.992188 Penalty: 2528.326904
	Iteration 25Q: 3 clusters Score -124375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -124378.539062 Penalty: 2528.326904
	Iteration 26Q: 3 clusters Score -124378.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -124380.109375 Penalty: 2528.326904
	Iteration 27Q: 3 clusters Score -124380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -124381.687500 Penalty: 2528.326904
	Iteration 28Q: 3 clusters Score -124381.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -124383.476562 Penalty: 2528.326904
	Iteration 29Q: 3 clusters Score -124383.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -124386.523438 Penalty: 2528.326904
	Iteration 30Q: 3 clusters Score -124386.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -124389.726562 Penalty: 2528.326904
	Iteration 31Q: 3 clusters Score -124389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -124390.484375 Penalty: 2528.326904
	Iteration 32Q: 3 clusters Score -124390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -124391.187500 Penalty: 2528.326904
	Iteration 33Q: 3 clusters Score -124391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -124391.656250 Penalty: 2528.326904
	Iteration 34Q: 3 clusters Score -124391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -124391.656250 Penalty: 2528.326904
	Iteration 35F: 3 clusters Score -124391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 53440 members 
Mstep: Class 3 contains 10476 members 
Mstep: Class 5 contains 141209 members 
Mstep: Class 7 contains 57813 members 
Mstep: Class 8 contains 3294 members 
Mstep: Class 9 contains 45549 members 
Mstep: Class 10 contains 25194 members 
Mstep: Class 13 contains 24860 members 
Mstep: Class 14 contains 19818 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 18 contains 15884 members 
Mstep: Class 19 contains 2094 members 
Mstep: Class 20 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844126.000000 Penalty: 29439.427734
Iteration 279Q: 15 clusters Score -2.084413e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 53402 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 5 contains 141591 members 
Mstep: Class 7 contains 57762 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 45505 members 
Mstep: Class 10 contains 25386 members 
Mstep: Class 13 contains 24827 members 
Mstep: Class 14 contains 19776 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 18 contains 15836 members 
Mstep: Class 19 contains 2093 members 
Mstep: Class 20 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844280.000000 Penalty: 29439.427734
Iteration 280F: 15 clusters Score -2.084428e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 53367 members 
Mstep: Class 3 contains 10471 members 
Mstep: Class 5 contains 141939 members 
Mstep: Class 7 contains 57720 members 
Mstep: Class 8 contains 2801 members 
Mstep: Class 9 contains 45470 members 
Mstep: Class 10 contains 25606 members 
Mstep: Class 13 contains 24797 members 
Mstep: Class 14 contains 19712 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 18 contains 15791 members 
Mstep: Class 19 contains 2094 members 
Mstep: Class 20 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844414.000000 Penalty: 29439.427734
Iteration 281Q: 15 clusters Score -2.084441e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 53316 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 5 contains 142302 members 
Mstep: Class 7 contains 57681 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 45433 members 
Mstep: Class 10 contains 25798 members 
Mstep: Class 13 contains 24769 members 
Mstep: Class 14 contains 19634 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 18 contains 15749 members 
Mstep: Class 19 contains 2094 members 
Mstep: Class 20 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844568.000000 Penalty: 29439.427734
Iteration 282Q: 15 clusters Score -2.084457e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 53265 members 
Mstep: Class 3 contains 10478 members 
Mstep: Class 5 contains 142662 members 
Mstep: Class 7 contains 57644 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 45395 members 
Mstep: Class 10 contains 25974 members 
Mstep: Class 13 contains 24742 members 
Mstep: Class 14 contains 19571 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 2094 members 
Mstep: Class 20 contains 2366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844808.000000 Penalty: 29439.427734
Iteration 283Q: 15 clusters Score -2.084481e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 53219 members 
Mstep: Class 3 contains 10481 members 
Mstep: Class 5 contains 143025 members 
Mstep: Class 7 contains 57609 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 45353 members 
Mstep: Class 10 contains 26140 members 
Mstep: Class 13 contains 24711 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1216 members 
Mstep: Class 18 contains 15641 members 
Mstep: Class 19 contains 2093 members 
Mstep: Class 20 contains 2363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2098.613525 but Gain 2102.816406
Score: -20844994.000000 Penalty: 27336.611328
Iteration 284Q: 14 clusters Score -2.084499e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 53269 members 
Mstep: Class 3 contains 10486 members 
Mstep: Class 5 contains 144057 members 
Mstep: Class 7 contains 57744 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 45385 members 
Mstep: Class 10 contains 26344 members 
Mstep: Class 13 contains 24722 members 
Mstep: Class 14 contains 19538 members 
Mstep: Class 18 contains 15580 members 
Mstep: Class 19 contains 2093 members 
Mstep: Class 20 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20846582.000000 Penalty: 27336.611328
Iteration 285Q: 14 clusters Score -2.084658e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 53161 members 
Mstep: Class 3 contains 10459 members 
Mstep: Class 5 contains 144766 members 
Mstep: Class 7 contains 57697 members 
Mstep: Class 8 contains 1813 members 
Mstep: Class 9 contains 45252 members 
Mstep: Class 10 contains 26445 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 19462 members 
Mstep: Class 18 contains 15469 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20846754.000000 Penalty: 27336.611328
Iteration 286Q: 14 clusters Score -2.084675e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 53056 members 
Mstep: Class 3 contains 10445 members 
Mstep: Class 5 contains 145443 members 
Mstep: Class 7 contains 57634 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 45119 members 
Mstep: Class 10 contains 26527 members 
Mstep: Class 13 contains 24599 members 
Mstep: Class 14 contains 19380 members 
Mstep: Class 18 contains 15370 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20846838.000000 Penalty: 27336.611328
Iteration 287Q: 14 clusters Score -2.084684e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 52965 members 
Mstep: Class 3 contains 10437 members 
Mstep: Class 5 contains 146123 members 
Mstep: Class 7 contains 57578 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 44983 members 
Mstep: Class 10 contains 26596 members 
Mstep: Class 13 contains 24527 members 
Mstep: Class 14 contains 19282 members 
Mstep: Class 18 contains 15284 members 
Mstep: Class 19 contains 2090 members 
Mstep: Class 20 contains 2370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20846990.000000 Penalty: 27336.611328
Iteration 288Q: 14 clusters Score -2.084699e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 52899 members 
Mstep: Class 3 contains 10434 members 
Mstep: Class 5 contains 146777 members 
Mstep: Class 7 contains 57519 members 
Mstep: Class 8 contains 1462 members 
Mstep: Class 9 contains 44868 members 
Mstep: Class 10 contains 26624 members 
Mstep: Class 13 contains 24452 members 
Mstep: Class 14 contains 19186 members 
Mstep: Class 18 contains 15184 members 
Mstep: Class 19 contains 2090 members 
Mstep: Class 20 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847052.000000 Penalty: 27336.611328
Iteration 289Q: 14 clusters Score -2.084705e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 52833 members 
Mstep: Class 3 contains 10432 members 
Mstep: Class 5 contains 147433 members 
Mstep: Class 7 contains 57456 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 44759 members 
Mstep: Class 10 contains 26628 members 
Mstep: Class 13 contains 24376 members 
Mstep: Class 14 contains 19097 members 
Mstep: Class 18 contains 15074 members 
Mstep: Class 19 contains 2090 members 
Mstep: Class 20 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847086.000000 Penalty: 27336.611328
Iteration 290Q: 14 clusters Score -2.084709e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 52765 members 
Mstep: Class 3 contains 10422 members 
Mstep: Class 5 contains 148127 members 
Mstep: Class 7 contains 57391 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 26619 members 
Mstep: Class 13 contains 24301 members 
Mstep: Class 14 contains 18993 members 
Mstep: Class 18 contains 14967 members 
Mstep: Class 19 contains 2090 members 
Mstep: Class 20 contains 2367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847214.000000 Penalty: 27336.611328
Iteration 291Q: 14 clusters Score -2.084721e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 52696 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 5 contains 148820 members 
Mstep: Class 7 contains 57317 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 44550 members 
Mstep: Class 10 contains 26576 members 
Mstep: Class 13 contains 24234 members 
Mstep: Class 14 contains 18893 members 
Mstep: Class 18 contains 14853 members 
Mstep: Class 19 contains 2090 members 
Mstep: Class 20 contains 2370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847090.000000 Penalty: 27336.611328
Iteration 292Q: 14 clusters Score -2.084709e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 52619 members 
Mstep: Class 3 contains 10388 members 
Mstep: Class 5 contains 149558 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 1265 members 
Mstep: Class 9 contains 44444 members 
Mstep: Class 10 contains 26520 members 
Mstep: Class 13 contains 24160 members 
Mstep: Class 14 contains 18764 members 
Mstep: Class 18 contains 14749 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 20 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847260.000000 Penalty: 27336.611328
Iteration 293Q: 14 clusters Score -2.084726e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 52538 members 
Mstep: Class 3 contains 10372 members 
Mstep: Class 5 contains 150298 members 
Mstep: Class 7 contains 57183 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 9 contains 44349 members 
Mstep: Class 10 contains 26456 members 
Mstep: Class 13 contains 24094 members 
Mstep: Class 14 contains 18631 members 
Mstep: Class 18 contains 14644 members 
Mstep: Class 19 contains 2089 members 
Mstep: Class 20 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847224.000000 Penalty: 27336.611328
Iteration 294Q: 14 clusters Score -2.084722e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 52463 members 
Mstep: Class 3 contains 10361 members 
Mstep: Class 5 contains 151045 members 
Mstep: Class 7 contains 57108 members 
Mstep: Class 8 contains 1238 members 
Mstep: Class 9 contains 44263 members 
Mstep: Class 10 contains 26372 members 
Mstep: Class 13 contains 24034 members 
Mstep: Class 14 contains 18491 members 
Mstep: Class 18 contains 14527 members 
Mstep: Class 19 contains 2090 members 
Mstep: Class 20 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847260.000000 Penalty: 27336.611328
Iteration 295Q: 14 clusters Score -2.084726e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 52411 members 
Mstep: Class 3 contains 10350 members 
Mstep: Class 5 contains 151763 members 
Mstep: Class 7 contains 57027 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 44149 members 
Mstep: Class 10 contains 26302 members 
Mstep: Class 13 contains 23972 members 
Mstep: Class 14 contains 18385 members 
Mstep: Class 18 contains 14400 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847296.000000 Penalty: 27336.611328
Iteration 296Q: 14 clusters Score -2.08473e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 52351 members 
Mstep: Class 3 contains 10331 members 
Mstep: Class 5 contains 152506 members 
Mstep: Class 7 contains 56956 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 9 contains 44033 members 
Mstep: Class 10 contains 26225 members 
Mstep: Class 13 contains 23911 members 
Mstep: Class 14 contains 18261 members 
Mstep: Class 18 contains 14279 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847406.000000 Penalty: 27336.611328
Iteration 297Q: 14 clusters Score -2.084741e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 52271 members 
Mstep: Class 3 contains 10325 members 
Mstep: Class 5 contains 153216 members 
Mstep: Class 7 contains 56887 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 9 contains 43945 members 
Mstep: Class 10 contains 26146 members 
Mstep: Class 13 contains 23847 members 
Mstep: Class 14 contains 18140 members 
Mstep: Class 18 contains 14161 members 
Mstep: Class 19 contains 2078 members 
Mstep: Class 20 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847450.000000 Penalty: 27336.611328
Iteration 298Q: 14 clusters Score -2.084745e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 52188 members 
Mstep: Class 3 contains 10319 members 
Mstep: Class 5 contains 153946 members 
Mstep: Class 7 contains 56804 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 43858 members 
Mstep: Class 10 contains 26068 members 
Mstep: Class 13 contains 23786 members 
Mstep: Class 14 contains 18002 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847424.000000 Penalty: 27336.611328
Iteration 299Q: 14 clusters Score -2.084742e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 52106 members 
Mstep: Class 3 contains 10314 members 
Mstep: Class 5 contains 154683 members 
Mstep: Class 7 contains 56734 members 
Mstep: Class 8 contains 1205 members 
Mstep: Class 9 contains 43783 members 
Mstep: Class 10 contains 25980 members 
Mstep: Class 13 contains 23715 members 
Mstep: Class 14 contains 17855 members 
Mstep: Class 18 contains 13953 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847420.000000 Penalty: 27336.611328
Iteration 300F: 14 clusters Score -2.084742e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 52019 members 
Mstep: Class 3 contains 10303 members 
Mstep: Class 5 contains 155358 members 
Mstep: Class 7 contains 56673 members 
Mstep: Class 8 contains 1199 members 
Mstep: Class 9 contains 43705 members 
Mstep: Class 10 contains 25905 members 
Mstep: Class 13 contains 23666 members 
Mstep: Class 14 contains 17728 members 
Mstep: Class 18 contains 13855 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847394.000000 Penalty: 27336.611328
Iteration 301Q: 14 clusters Score -2.084739e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 51925 members 
Mstep: Class 3 contains 10291 members 
Mstep: Class 5 contains 156046 members 
Mstep: Class 7 contains 56591 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 43618 members 
Mstep: Class 10 contains 25848 members 
Mstep: Class 13 contains 23607 members 
Mstep: Class 14 contains 17618 members 
Mstep: Class 18 contains 13762 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847454.000000 Penalty: 27336.611328
Iteration 302Q: 14 clusters Score -2.084745e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 51833 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 5 contains 156750 members 
Mstep: Class 7 contains 56513 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 43530 members 
Mstep: Class 10 contains 25793 members 
Mstep: Class 13 contains 23538 members 
Mstep: Class 14 contains 17495 members 
Mstep: Class 18 contains 13672 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847416.000000 Penalty: 27336.611328
Iteration 303Q: 14 clusters Score -2.084742e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 51746 members 
Mstep: Class 3 contains 10270 members 
Mstep: Class 5 contains 157431 members 
Mstep: Class 7 contains 56427 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 43441 members 
Mstep: Class 10 contains 25732 members 
Mstep: Class 13 contains 23473 members 
Mstep: Class 14 contains 17391 members 
Mstep: Class 18 contains 13581 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847430.000000 Penalty: 27336.611328
Iteration 304Q: 14 clusters Score -2.084743e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 51654 members 
Mstep: Class 3 contains 10265 members 
Mstep: Class 5 contains 158085 members 
Mstep: Class 7 contains 56335 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 43381 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 13 contains 23402 members 
Mstep: Class 14 contains 17303 members 
Mstep: Class 18 contains 13492 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 2381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847506.000000 Penalty: 27336.611328
Iteration 305Q: 14 clusters Score -2.084751e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 10264 members 
Mstep: Class 5 contains 158732 members 
Mstep: Class 7 contains 56265 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 43324 members 
Mstep: Class 10 contains 25582 members 
Mstep: Class 13 contains 23327 members 
Mstep: Class 14 contains 17206 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847606.000000 Penalty: 27336.611328
Iteration 306Q: 14 clusters Score -2.084761e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 51499 members 
Mstep: Class 3 contains 10256 members 
Mstep: Class 5 contains 159413 members 
Mstep: Class 7 contains 56199 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 43262 members 
Mstep: Class 10 contains 25506 members 
Mstep: Class 13 contains 23247 members 
Mstep: Class 14 contains 17086 members 
Mstep: Class 18 contains 13289 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 2381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847672.000000 Penalty: 27336.611328
Iteration 307Q: 14 clusters Score -2.084767e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 51413 members 
Mstep: Class 3 contains 10250 members 
Mstep: Class 5 contains 160059 members 
Mstep: Class 7 contains 56132 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 43193 members 
Mstep: Class 10 contains 25439 members 
Mstep: Class 13 contains 23184 members 
Mstep: Class 14 contains 16963 members 
Mstep: Class 18 contains 13198 members 
Mstep: Class 19 contains 2074 members 
Mstep: Class 20 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847718.000000 Penalty: 27336.611328
Iteration 308Q: 14 clusters Score -2.084772e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 51315 members 
Mstep: Class 3 contains 10241 members 
Mstep: Class 5 contains 160667 members 
Mstep: Class 7 contains 56071 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 43124 members 
Mstep: Class 10 contains 25386 members 
Mstep: Class 13 contains 23131 members 
Mstep: Class 14 contains 16850 members 
Mstep: Class 18 contains 13121 members 
Mstep: Class 19 contains 2074 members 
Mstep: Class 20 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847680.000000 Penalty: 27336.611328
Iteration 309Q: 14 clusters Score -2.084768e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 51238 members 
Mstep: Class 3 contains 10231 members 
Mstep: Class 5 contains 161227 members 
Mstep: Class 7 contains 56004 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 43055 members 
Mstep: Class 10 contains 25341 members 
Mstep: Class 13 contains 23064 members 
Mstep: Class 14 contains 16759 members 
Mstep: Class 18 contains 13053 members 
Mstep: Class 19 contains 2071 members 
Mstep: Class 20 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847708.000000 Penalty: 27336.611328
Iteration 310Q: 14 clusters Score -2.084771e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 51170 members 
Mstep: Class 3 contains 10230 members 
Mstep: Class 5 contains 161810 members 
Mstep: Class 7 contains 55936 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 43005 members 
Mstep: Class 10 contains 25277 members 
Mstep: Class 13 contains 22990 members 
Mstep: Class 14 contains 16656 members 
Mstep: Class 18 contains 12976 members 
Mstep: Class 19 contains 2067 members 
Mstep: Class 20 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847770.000000 Penalty: 27336.611328
Iteration 311Q: 14 clusters Score -2.084777e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 51116 members 
Mstep: Class 3 contains 10225 members 
Mstep: Class 5 contains 162356 members 
Mstep: Class 7 contains 55870 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 42952 members 
Mstep: Class 10 contains 25226 members 
Mstep: Class 13 contains 22924 members 
Mstep: Class 14 contains 16554 members 
Mstep: Class 18 contains 12888 members 
Mstep: Class 19 contains 2064 members 
Mstep: Class 20 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847850.000000 Penalty: 27336.611328
Iteration 312Q: 14 clusters Score -2.084785e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 51051 members 
Mstep: Class 3 contains 10217 members 
Mstep: Class 5 contains 162917 members 
Mstep: Class 7 contains 55817 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 42889 members 
Mstep: Class 10 contains 25177 members 
Mstep: Class 13 contains 22859 members 
Mstep: Class 14 contains 16445 members 
Mstep: Class 18 contains 12790 members 
Mstep: Class 19 contains 2060 members 
Mstep: Class 20 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847940.000000 Penalty: 27336.611328
Iteration 313Q: 14 clusters Score -2.084794e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 50986 members 
Mstep: Class 3 contains 10224 members 
Mstep: Class 5 contains 163451 members 
Mstep: Class 7 contains 55768 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 42818 members 
Mstep: Class 10 contains 25125 members 
Mstep: Class 13 contains 22805 members 
Mstep: Class 14 contains 16331 members 
Mstep: Class 18 contains 12711 members 
Mstep: Class 19 contains 2054 members 
Mstep: Class 20 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847968.000000 Penalty: 27336.611328
Iteration 314Q: 14 clusters Score -2.084797e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 50915 members 
Mstep: Class 3 contains 10226 members 
Mstep: Class 5 contains 163999 members 
Mstep: Class 7 contains 55703 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 42742 members 
Mstep: Class 10 contains 25068 members 
Mstep: Class 13 contains 22751 members 
Mstep: Class 14 contains 16232 members 
Mstep: Class 18 contains 12631 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 20 contains 2385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20847958.000000 Penalty: 27336.611328
Iteration 315Q: 14 clusters Score -2.084796e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 50837 members 
Mstep: Class 3 contains 10229 members 
Mstep: Class 5 contains 164571 members 
Mstep: Class 7 contains 55644 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 42678 members 
Mstep: Class 10 contains 25011 members 
Mstep: Class 13 contains 22697 members 
Mstep: Class 14 contains 16115 members 
Mstep: Class 18 contains 12538 members 
Mstep: Class 19 contains 2048 members 
Mstep: Class 20 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848020.000000 Penalty: 27336.611328
Iteration 316Q: 14 clusters Score -2.084802e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 50753 members 
Mstep: Class 3 contains 10231 members 
Mstep: Class 5 contains 165163 members 
Mstep: Class 7 contains 55598 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 42614 members 
Mstep: Class 10 contains 24946 members 
Mstep: Class 13 contains 22654 members 
Mstep: Class 14 contains 15969 members 
Mstep: Class 18 contains 12441 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848070.000000 Penalty: 27336.611328
Iteration 317Q: 14 clusters Score -2.084807e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 50668 members 
Mstep: Class 3 contains 10224 members 
Mstep: Class 5 contains 165773 members 
Mstep: Class 7 contains 55551 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 42555 members 
Mstep: Class 10 contains 24873 members 
Mstep: Class 13 contains 22602 members 
Mstep: Class 14 contains 15844 members 
Mstep: Class 18 contains 12323 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 20 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848074.000000 Penalty: 27336.611328
Iteration 318Q: 14 clusters Score -2.084807e+07 nChanged 674
Entering ConstructFrom: 
Score: -20848074.000000 Penalty: 27336.611328
Entering ConstructFrom: 
Trying to split cluster 1 (10743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Entering Unmasked Estep 
Score: -570496.250000 Penalty: 1508.326660
	Iteration 0F: 2 clusters Score -570496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -562882.625000 Penalty: 3016.653320
	Iteration 0F: 3 clusters Score -562882.6 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -565313.687500 Penalty: 3016.653320
	Iteration 1F: 3 clusters Score -565313.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -565550.812500 Penalty: 3016.653320
	Iteration 2F: 3 clusters Score -565550.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -565721.062500 Penalty: 3016.653320
	Iteration 3Q: 3 clusters Score -565721.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -565860.750000 Penalty: 3016.653320
	Iteration 4Q: 3 clusters Score -565860.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -566000.750000 Penalty: 3016.653320
	Iteration 5Q: 3 clusters Score -566000.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -566145.375000 Penalty: 3016.653320
	Iteration 6Q: 3 clusters Score -566145.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -566300.312500 Penalty: 3016.653320
	Iteration 7Q: 3 clusters Score -566300.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -566463.437500 Penalty: 3016.653320
	Iteration 8Q: 3 clusters Score -566463.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -566643.437500 Penalty: 3016.653320
	Iteration 9Q: 3 clusters Score -566643.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -566844.812500 Penalty: 3016.653320
	Iteration 10Q: 3 clusters Score -566844.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -567086.875000 Penalty: 3016.653320
	Iteration 11Q: 3 clusters Score -567086.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -567372.125000 Penalty: 3016.653320
	Iteration 12Q: 3 clusters Score -567372.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -567675.187500 Penalty: 3016.653320
	Iteration 13Q: 3 clusters Score -567675.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -567983.187500 Penalty: 3016.653320
	Iteration 14Q: 3 clusters Score -567983.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -568283.375000 Penalty: 3016.653320
	Iteration 15Q: 3 clusters Score -568283.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -568497.625000 Penalty: 3016.653320
	Iteration 16Q: 3 clusters Score -568497.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -568633.000000 Penalty: 3016.653320
	Iteration 17Q: 3 clusters Score -568633 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -568745.687500 Penalty: 3016.653320
	Iteration 18Q: 3 clusters Score -568745.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -568817.500000 Penalty: 3016.653320
	Iteration 19Q: 3 clusters Score -568817.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -568878.312500 Penalty: 3016.653320
	Iteration 20F: 3 clusters Score -568878.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -568937.000000 Penalty: 3016.653320
	Iteration 21Q: 3 clusters Score -568937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -568974.062500 Penalty: 3016.653320
	Iteration 22Q: 3 clusters Score -568974.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -568998.562500 Penalty: 3016.653320
	Iteration 23Q: 3 clusters Score -568998.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -569025.687500 Penalty: 3016.653320
	Iteration 24Q: 3 clusters Score -569025.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -569045.625000 Penalty: 3016.653320
	Iteration 25Q: 3 clusters Score -569045.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -569057.062500 Penalty: 3016.653320
	Iteration 26Q: 3 clusters Score -569057.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -569072.375000 Penalty: 3016.653320
	Iteration 27Q: 3 clusters Score -569072.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -569084.937500 Penalty: 3016.653320
	Iteration 28Q: 3 clusters Score -569084.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -569099.812500 Penalty: 3016.653320
	Iteration 29Q: 3 clusters Score -569099.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -569113.437500 Penalty: 3016.653320
	Iteration 30Q: 3 clusters Score -569113.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -569122.625000 Penalty: 3016.653320
	Iteration 31Q: 3 clusters Score -569122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -569126.437500 Penalty: 3016.653320
	Iteration 32Q: 3 clusters Score -569126.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -569131.937500 Penalty: 3016.653320
	Iteration 33Q: 3 clusters Score -569131.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -569136.750000 Penalty: 3016.653320
	Iteration 34Q: 3 clusters Score -569136.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -569142.812500 Penalty: 3016.653320
	Iteration 35Q: 3 clusters Score -569142.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -569146.125000 Penalty: 3016.653320
	Iteration 36Q: 3 clusters Score -569146.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -569146.125000 Penalty: 3016.653320
	Iteration 37F: 3 clusters Score -569146.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Entering Unmasked Estep 
Score: -2670335.250000 Penalty: 1760.097778
	Iteration 0F: 2 clusters Score -2670335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -2636613.500000 Penalty: 3520.195557
	Iteration 0F: 3 clusters Score -2636614 nChanged 23633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -2649743.250000 Penalty: 3520.195557
	Iteration 1F: 3 clusters Score -2649743 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -2650270.250000 Penalty: 3520.195557
	Iteration 2Q: 3 clusters Score -2650270 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -2650945.500000 Penalty: 3520.195557
	Iteration 3Q: 3 clusters Score -2650946 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -2651797.250000 Penalty: 3520.195557
	Iteration 4Q: 3 clusters Score -2651797 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -2653026.250000 Penalty: 3520.195557
	Iteration 5F: 3 clusters Score -2653026 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -2654939.500000 Penalty: 3520.195557
	Iteration 6F: 3 clusters Score -2654940 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -2657725.250000 Penalty: 3520.195557
	Iteration 7F: 3 clusters Score -2657725 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -2661135.000000 Penalty: 3520.195557
	Iteration 8F: 3 clusters Score -2661135 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -2664381.000000 Penalty: 3520.195557
	Iteration 9F: 3 clusters Score -2664381 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -2666559.000000 Penalty: 3520.195557
	Iteration 10Q: 3 clusters Score -2666559 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -2667655.500000 Penalty: 3520.195557
	Iteration 11Q: 3 clusters Score -2667656 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -2668160.500000 Penalty: 3520.195557
	Iteration 12Q: 3 clusters Score -2668160 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -2668430.250000 Penalty: 3520.195557
	Iteration 13Q: 3 clusters Score -2668430 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -2668596.500000 Penalty: 3520.195557
	Iteration 14Q: 3 clusters Score -2668596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -2668692.000000 Penalty: 3520.195557
	Iteration 15Q: 3 clusters Score -2668692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -2668729.000000 Penalty: 3520.195557
	Iteration 16Q: 3 clusters Score -2668729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -2668764.250000 Penalty: 3520.195557
	Iteration 17Q: 3 clusters Score -2668764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -2668784.250000 Penalty: 3520.195557
	Iteration 18Q: 3 clusters Score -2668784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -2668799.250000 Penalty: 3520.195557
	Iteration 19Q: 3 clusters Score -2668799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -2668803.750000 Penalty: 3520.195557
	Iteration 20F: 3 clusters Score -2668804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -2668810.500000 Penalty: 3520.195557
	Iteration 21Q: 3 clusters Score -2668810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -2668815.500000 Penalty: 3520.195557
	Iteration 22Q: 3 clusters Score -2668816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -2668821.000000 Penalty: 3520.195557
	Iteration 23Q: 3 clusters Score -2668821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -2668824.500000 Penalty: 3520.195557
	Iteration 24Q: 3 clusters Score -2668824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -2668827.000000 Penalty: 3520.195557
	Iteration 25Q: 3 clusters Score -2668827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -2668828.750000 Penalty: 3520.195557
	Iteration 26Q: 3 clusters Score -2668829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -2668828.750000 Penalty: 3520.195557
	Iteration 27Q: 3 clusters Score -2668829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -2668830.500000 Penalty: 3520.195557
	Iteration 28Q: 3 clusters Score -2668830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -2668830.500000 Penalty: 3520.195557
	Iteration 29F: 3 clusters Score -2668830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Entering Unmasked Estep 
Score: -510306.250000 Penalty: 1500.264160
	Iteration 0F: 2 clusters Score -510306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -502860.281250 Penalty: 3000.528320
	Iteration 0F: 3 clusters Score -502860.3 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -505325.031250 Penalty: 3000.528320
	Iteration 1F: 3 clusters Score -505325 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -505578.093750 Penalty: 3000.528320
	Iteration 2F: 3 clusters Score -505578.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -505765.468750 Penalty: 3000.528320
	Iteration 3Q: 3 clusters Score -505765.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -505904.718750 Penalty: 3000.528320
	Iteration 4Q: 3 clusters Score -505904.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -506037.343750 Penalty: 3000.528320
	Iteration 5Q: 3 clusters Score -506037.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -506205.468750 Penalty: 3000.528320
	Iteration 6Q: 3 clusters Score -506205.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -506452.343750 Penalty: 3000.528320
	Iteration 7Q: 3 clusters Score -506452.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -506795.125000 Penalty: 3000.528320
	Iteration 8F: 3 clusters Score -506795.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -507227.093750 Penalty: 3000.528320
	Iteration 9F: 3 clusters Score -507227.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -507699.312500 Penalty: 3000.528320
	Iteration 10F: 3 clusters Score -507699.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -508106.312500 Penalty: 3000.528320
	Iteration 11Q: 3 clusters Score -508106.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -508467.531250 Penalty: 3000.528320
	Iteration 12Q: 3 clusters Score -508467.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -508693.937500 Penalty: 3000.528320
	Iteration 13Q: 3 clusters Score -508693.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -508814.968750 Penalty: 3000.528320
	Iteration 14Q: 3 clusters Score -508815 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -508887.187500 Penalty: 3000.528320
	Iteration 15Q: 3 clusters Score -508887.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -508924.968750 Penalty: 3000.528320
	Iteration 16Q: 3 clusters Score -508925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -508966.531250 Penalty: 3000.528320
	Iteration 17Q: 3 clusters Score -508966.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -508995.156250 Penalty: 3000.528320
	Iteration 18Q: 3 clusters Score -508995.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -509011.062500 Penalty: 3000.528320
	Iteration 19Q: 3 clusters Score -509011.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -509027.531250 Penalty: 3000.528320
	Iteration 20F: 3 clusters Score -509027.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -509039.906250 Penalty: 3000.528320
	Iteration 21Q: 3 clusters Score -509039.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -509047.718750 Penalty: 3000.528320
	Iteration 22Q: 3 clusters Score -509047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -509051.937500 Penalty: 3000.528320
	Iteration 23Q: 3 clusters Score -509051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -509056.625000 Penalty: 3000.528320
	Iteration 24Q: 3 clusters Score -509056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -509057.843750 Penalty: 3000.528320
	Iteration 25Q: 3 clusters Score -509057.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -509057.843750 Penalty: 3000.528320
	Iteration 26F: 3 clusters Score -509057.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (166394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166394 members 
Entering Unmasked Estep 
Score: -8474658.000000 Penalty: 1953.593506
	Iteration 0F: 2 clusters Score -8474658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -8362916.000000 Penalty: 3907.187012
	Iteration 0F: 3 clusters Score -8362916 nChanged 80127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -8410525.000000 Penalty: 3907.187012
	Iteration 1F: 3 clusters Score -8410525 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -8411615.000000 Penalty: 3907.187012
	Iteration 2Q: 3 clusters Score -8411615 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -8413504.000000 Penalty: 3907.187012
	Iteration 3Q: 3 clusters Score -8413504 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 102472 members 
Entering Unmasked Estep 
Score: -8416892.000000 Penalty: 3907.187012
	Iteration 4Q: 3 clusters Score -8416892 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 112874 members 
Entering Unmasked Estep 
Score: -8423294.000000 Penalty: 3907.187012
	Iteration 5F: 3 clusters Score -8423294 nChanged 13768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -8433971.000000 Penalty: 3907.187012
	Iteration 6F: 3 clusters Score -8433971 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 142035 members 
Entering Unmasked Estep 
Score: -8448513.000000 Penalty: 3907.187012
	Iteration 7F: 3 clusters Score -8448513 nChanged 13250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 155285 members 
Entering Unmasked Estep 
Score: -8462155.000000 Penalty: 3907.187012
	Iteration 8F: 3 clusters Score -8462155 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 162707 members 
Entering Unmasked Estep 
Score: -8469524.000000 Penalty: 3907.187012
	Iteration 9Q: 3 clusters Score -8469524 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 165327 members 
Entering Unmasked Estep 
Score: -8471928.000000 Penalty: 3907.187012
	Iteration 10Q: 3 clusters Score -8471928 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 166019 members 
Entering Unmasked Estep 
Score: -8472595.000000 Penalty: 3907.187012
	Iteration 11Q: 3 clusters Score -8472595 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 166137 members 
Entering Unmasked Estep 
Score: -8472746.000000 Penalty: 3907.187012
	Iteration 12Q: 3 clusters Score -8472746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 166181 members 
Entering Unmasked Estep 
Score: -8472828.000000 Penalty: 3907.187012
	Iteration 13Q: 3 clusters Score -8472828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 166196 members 
Entering Unmasked Estep 
Score: -8472856.000000 Penalty: 3907.187012
	Iteration 14Q: 3 clusters Score -8472856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166206 members 
Entering Unmasked Estep 
Score: -8472868.000000 Penalty: 3907.187012
	Iteration 15Q: 3 clusters Score -8472868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166212 members 
Entering Unmasked Estep 
Score: -8472888.000000 Penalty: 3907.187012
	Iteration 16Q: 3 clusters Score -8472888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166217 members 
Entering Unmasked Estep 
Score: -8472883.000000 Penalty: 3907.187012
	Iteration 17Q: 3 clusters Score -8472883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166222 members 
Entering Unmasked Estep 
Score: -8472898.000000 Penalty: 3907.187012
	Iteration 18Q: 3 clusters Score -8472898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -8472911.000000 Penalty: 3907.187012
	Iteration 19Q: 3 clusters Score -8472911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -8472914.000000 Penalty: 3907.187012
	Iteration 20F: 3 clusters Score -8472914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -8472920.000000 Penalty: 3907.187012
	Iteration 21Q: 3 clusters Score -8472920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -8472920.000000 Penalty: 3907.187012
	Iteration 22Q: 3 clusters Score -8472920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -8472920.000000 Penalty: 3907.187012
	Iteration 23F: 3 clusters Score -8472920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Entering Unmasked Estep 
Score: -2915238.750000 Penalty: 1775.178345
	Iteration 0F: 2 clusters Score -2915239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -2877923.000000 Penalty: 3550.356689
	Iteration 0F: 3 clusters Score -2877923 nChanged 26337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2892861.750000 Penalty: 3550.356689
	Iteration 1F: 3 clusters Score -2892862 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2893482.250000 Penalty: 3550.356689
	Iteration 2Q: 3 clusters Score -2893482 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2894208.500000 Penalty: 3550.356689
	Iteration 3Q: 3 clusters Score -2894208 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2895289.750000 Penalty: 3550.356689
	Iteration 4Q: 3 clusters Score -2895290 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2897069.000000 Penalty: 3550.356689
	Iteration 5F: 3 clusters Score -2897069 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2899903.250000 Penalty: 3550.356689
	Iteration 6F: 3 clusters Score -2899903 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2903905.000000 Penalty: 3550.356689
	Iteration 7F: 3 clusters Score -2903905 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2907981.500000 Penalty: 3550.356689
	Iteration 8F: 3 clusters Score -2907982 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2911011.500000 Penalty: 3550.356689
	Iteration 9F: 3 clusters Score -2911012 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2912565.750000 Penalty: 3550.356689
	Iteration 10Q: 3 clusters Score -2912566 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2913219.000000 Penalty: 3550.356689
	Iteration 11Q: 3 clusters Score -2913219 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2913492.500000 Penalty: 3550.356689
	Iteration 12Q: 3 clusters Score -2913492 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2913596.750000 Penalty: 3550.356689
	Iteration 13Q: 3 clusters Score -2913597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2913646.500000 Penalty: 3550.356689
	Iteration 14Q: 3 clusters Score -2913646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2913674.000000 Penalty: 3550.356689
	Iteration 15Q: 3 clusters Score -2913674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2913689.250000 Penalty: 3550.356689
	Iteration 16Q: 3 clusters Score -2913689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2913702.500000 Penalty: 3550.356689
	Iteration 17Q: 3 clusters Score -2913702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2913715.500000 Penalty: 3550.356689
	Iteration 18Q: 3 clusters Score -2913716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2913714.750000 Penalty: 3550.356689
	Iteration 19Q: 3 clusters Score -2913715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2913714.750000 Penalty: 3550.356689
	Iteration 20F: 3 clusters Score -2913715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -60417.503906 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -60417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -58857.628906 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -58857.63 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -59152.019531 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -59152.02 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -59221.050781 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -59221.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -59259.566406 Penalty: 2297.709229
	Iteration 3Q: 3 clusters Score -59259.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -59285.945312 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -59285.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -59301.550781 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -59301.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -59307.453125 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -59307.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -59314.550781 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -59314.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -59322.390625 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -59322.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -59328.781250 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -59328.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -59337.964844 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -59337.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -59340.542969 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -59340.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -59343.378906 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -59343.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -59346.093750 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -59346.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -59347.882812 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -59347.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -59350.058594 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -59350.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -59352.406250 Penalty: 2297.709229
	Iteration 16Q: 3 clusters Score -59352.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -59355.363281 Penalty: 2297.709229
	Iteration 17Q: 3 clusters Score -59355.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -59358.363281 Penalty: 2297.709229
	Iteration 18Q: 3 clusters Score -59358.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -59358.699219 Penalty: 2297.709229
	Iteration 19Q: 3 clusters Score -59358.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -59361.449219 Penalty: 2297.709229
	Iteration 20F: 3 clusters Score -59361.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -59364.167969 Penalty: 2297.709229
	Iteration 21Q: 3 clusters Score -59364.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -59368.132812 Penalty: 2297.709229
	Iteration 22Q: 3 clusters Score -59368.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -59370.355469 Penalty: 2297.709229
	Iteration 23Q: 3 clusters Score -59370.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -59371.933594 Penalty: 2297.709229
	Iteration 24Q: 3 clusters Score -59371.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -59372.292969 Penalty: 2297.709229
	Iteration 25Q: 3 clusters Score -59372.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -59372.832031 Penalty: 2297.709229
	Iteration 26Q: 3 clusters Score -59372.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -59373.015625 Penalty: 2297.709229
	Iteration 27Q: 3 clusters Score -59373.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -59373.332031 Penalty: 2297.709229
	Iteration 28Q: 3 clusters Score -59373.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -59373.332031 Penalty: 2297.709229
	Iteration 29F: 3 clusters Score -59373.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Entering Unmasked Estep 
Score: -2255673.250000 Penalty: 1731.823853
	Iteration 0F: 2 clusters Score -2255673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2227180.000000 Penalty: 3463.647705
	Iteration 0F: 3 clusters Score -2227180 nChanged 19834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2238257.000000 Penalty: 3463.647705
	Iteration 1F: 3 clusters Score -2238257 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2238768.500000 Penalty: 3463.647705
	Iteration 2Q: 3 clusters Score -2238768 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2239533.250000 Penalty: 3463.647705
	Iteration 3Q: 3 clusters Score -2239533 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -2240848.500000 Penalty: 3463.647705
	Iteration 4F: 3 clusters Score -2240848 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -2243088.250000 Penalty: 3463.647705
	Iteration 5F: 3 clusters Score -2243088 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -2246424.000000 Penalty: 3463.647705
	Iteration 6F: 3 clusters Score -2246424 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -2250171.250000 Penalty: 3463.647705
	Iteration 7F: 3 clusters Score -2250171 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -2252728.250000 Penalty: 3463.647705
	Iteration 8F: 3 clusters Score -2252728 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -2253633.750000 Penalty: 3463.647705
	Iteration 9Q: 3 clusters Score -2253634 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -2253936.750000 Penalty: 3463.647705
	Iteration 10Q: 3 clusters Score -2253937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -2254060.500000 Penalty: 3463.647705
	Iteration 11Q: 3 clusters Score -2254060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -2254114.000000 Penalty: 3463.647705
	Iteration 12Q: 3 clusters Score -2254114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -2254142.000000 Penalty: 3463.647705
	Iteration 13Q: 3 clusters Score -2254142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -2254164.250000 Penalty: 3463.647705
	Iteration 14Q: 3 clusters Score -2254164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -2254181.250000 Penalty: 3463.647705
	Iteration 15Q: 3 clusters Score -2254181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -2254182.500000 Penalty: 3463.647705
	Iteration 16Q: 3 clusters Score -2254182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -2254184.500000 Penalty: 3463.647705
	Iteration 17Q: 3 clusters Score -2254184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -2254184.500000 Penalty: 3463.647705
	Iteration 18F: 3 clusters Score -2254184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Entering Unmasked Estep 
Score: -1307039.000000 Penalty: 1644.187134
	Iteration 0F: 2 clusters Score -1307039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1290306.125000 Penalty: 3288.374268
	Iteration 0F: 3 clusters Score -1290306 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1296597.250000 Penalty: 3288.374268
	Iteration 1F: 3 clusters Score -1296597 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1296966.125000 Penalty: 3288.374268
	Iteration 2Q: 3 clusters Score -1296966 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1297277.625000 Penalty: 3288.374268
	Iteration 3Q: 3 clusters Score -1297278 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1297604.125000 Penalty: 3288.374268
	Iteration 4Q: 3 clusters Score -1297604 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1297946.375000 Penalty: 3288.374268
	Iteration 5Q: 3 clusters Score -1297946 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1298342.375000 Penalty: 3288.374268
	Iteration 6Q: 3 clusters Score -1298342 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1298878.500000 Penalty: 3288.374268
	Iteration 7Q: 3 clusters Score -1298878 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1299573.375000 Penalty: 3288.374268
	Iteration 8Q: 3 clusters Score -1299573 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1300381.000000 Penalty: 3288.374268
	Iteration 9Q: 3 clusters Score -1300381 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1301109.125000 Penalty: 3288.374268
	Iteration 10Q: 3 clusters Score -1301109 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1301590.625000 Penalty: 3288.374268
	Iteration 11Q: 3 clusters Score -1301591 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1301801.250000 Penalty: 3288.374268
	Iteration 12Q: 3 clusters Score -1301801 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1301904.125000 Penalty: 3288.374268
	Iteration 13Q: 3 clusters Score -1301904 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1301965.625000 Penalty: 3288.374268
	Iteration 14Q: 3 clusters Score -1301966 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1302009.500000 Penalty: 3288.374268
	Iteration 15Q: 3 clusters Score -1302010 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1302046.375000 Penalty: 3288.374268
	Iteration 16Q: 3 clusters Score -1302046 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1302070.250000 Penalty: 3288.374268
	Iteration 17Q: 3 clusters Score -1302070 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1302094.750000 Penalty: 3288.374268
	Iteration 18Q: 3 clusters Score -1302095 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1302113.625000 Penalty: 3288.374268
	Iteration 19Q: 3 clusters Score -1302114 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1302132.750000 Penalty: 3288.374268
	Iteration 20F: 3 clusters Score -1302133 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1302145.125000 Penalty: 3288.374268
	Iteration 21Q: 3 clusters Score -1302145 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1302158.875000 Penalty: 3288.374268
	Iteration 22Q: 3 clusters Score -1302159 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1302178.875000 Penalty: 3288.374268
	Iteration 23Q: 3 clusters Score -1302179 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1302192.750000 Penalty: 3288.374268
	Iteration 24Q: 3 clusters Score -1302193 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1302204.500000 Penalty: 3288.374268
	Iteration 25Q: 3 clusters Score -1302204 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1302214.375000 Penalty: 3288.374268
	Iteration 26Q: 3 clusters Score -1302214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1302223.750000 Penalty: 3288.374268
	Iteration 27Q: 3 clusters Score -1302224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1302233.750000 Penalty: 3288.374268
	Iteration 28Q: 3 clusters Score -1302234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1302244.375000 Penalty: 3288.374268
	Iteration 29Q: 3 clusters Score -1302244 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1302248.250000 Penalty: 3288.374268
	Iteration 30Q: 3 clusters Score -1302248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1302260.500000 Penalty: 3288.374268
	Iteration 31Q: 3 clusters Score -1302260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1302270.375000 Penalty: 3288.374268
	Iteration 32Q: 3 clusters Score -1302270 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1302277.375000 Penalty: 3288.374268
	Iteration 33Q: 3 clusters Score -1302277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1302286.625000 Penalty: 3288.374268
	Iteration 34Q: 3 clusters Score -1302287 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1302294.500000 Penalty: 3288.374268
	Iteration 35Q: 3 clusters Score -1302294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1302301.875000 Penalty: 3288.374268
	Iteration 36Q: 3 clusters Score -1302302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1302304.625000 Penalty: 3288.374268
	Iteration 37Q: 3 clusters Score -1302305 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1302311.500000 Penalty: 3288.374268
	Iteration 38Q: 3 clusters Score -1302312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1302315.500000 Penalty: 3288.374268
	Iteration 39Q: 3 clusters Score -1302316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1302321.250000 Penalty: 3288.374268
	Iteration 40F: 3 clusters Score -1302321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1302326.000000 Penalty: 3288.374268
	Iteration 41Q: 3 clusters Score -1302326 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1302326 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1302330 nChanged 57
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Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1302341 nChanged 49
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Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1302345 nChanged 57
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Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1302354 nChanged 53
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Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1302357 nChanged 57
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Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1302359 nChanged 43
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Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 12473 members 
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	Iteration 49Q: 3 clusters Score -1302360 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1302364 nChanged 31
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Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1302369 nChanged 29
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Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1302369 nChanged 30
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Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1302371 nChanged 34
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Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1302376 nChanged 35
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Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1302373 nChanged 39
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Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1302371 nChanged 47
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Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1302376 nChanged 43
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Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1302379 nChanged 35
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Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1302381 nChanged 41
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Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12380 members 
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	Iteration 60F: 3 clusters Score -1302383 nChanged 40
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Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12372 members 
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	Iteration 61Q: 3 clusters Score -1302388 nChanged 31
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Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1302390 nChanged 28
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Mstep: Class 1 contains 12440 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1302395 nChanged 32
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Mstep: Class 1 contains 12458 members 
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	Iteration 64Q: 3 clusters Score -1302396 nChanged 29
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Mstep: Class 1 contains 12475 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1302401 nChanged 28
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Mstep: Class 1 contains 12491 members 
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	Iteration 66Q: 3 clusters Score -1302402 nChanged 26
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Mstep: Class 1 contains 12507 members 
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	Iteration 67Q: 3 clusters Score -1302402 nChanged 32
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Mstep: Class 1 contains 12519 members 
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	Iteration 68Q: 3 clusters Score -1302401 nChanged 30
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	Iteration 69Q: 3 clusters Score -1302404 nChanged 41
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	Iteration 70Q: 3 clusters Score -1302409 nChanged 47
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	Iteration 71Q: 3 clusters Score -1302419 nChanged 64
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	Iteration 72Q: 3 clusters Score -1302421 nChanged 76
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	Iteration 73Q: 3 clusters Score -1302434 nChanged 81
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	Iteration 74Q: 3 clusters Score -1302448 nChanged 86
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	Iteration 75Q: 3 clusters Score -1302460 nChanged 84
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	Iteration 76Q: 3 clusters Score -1302467 nChanged 91
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	Iteration 77Q: 3 clusters Score -1302477 nChanged 87
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	Iteration 78Q: 3 clusters Score -1302485 nChanged 83
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	Iteration 79Q: 3 clusters Score -1302498 nChanged 85
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Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 11685 members 
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	Iteration 80F: 3 clusters Score -1302505 nChanged 73
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Mstep: Class 2 contains 11638 members 
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	Iteration 81Q: 3 clusters Score -1302513 nChanged 77
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	Iteration 82Q: 3 clusters Score -1302521 nChanged 75
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Mstep: Class 2 contains 11534 members 
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	Iteration 83Q: 3 clusters Score -1302530 nChanged 75
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	Iteration 84Q: 3 clusters Score -1302536 nChanged 71
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	Iteration 85Q: 3 clusters Score -1302543 nChanged 66
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	Iteration 86Q: 3 clusters Score -1302549 nChanged 60
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	Iteration 87Q: 3 clusters Score -1302549 nChanged 62
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	Iteration 89Q: 3 clusters Score -1302572 nChanged 77
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	Iteration 90Q: 3 clusters Score -1302579 nChanged 83
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	Iteration 91Q: 3 clusters Score -1302591 nChanged 83
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	Iteration 92Q: 3 clusters Score -1302598 nChanged 85
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	Iteration 93Q: 3 clusters Score -1302607 nChanged 87
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	Iteration 94Q: 3 clusters Score -1302615 nChanged 78
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	Iteration 97Q: 3 clusters Score -1302656 nChanged 113
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	Iteration 100F: 3 clusters Score -1302702 nChanged 143
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	Iteration 101Q: 3 clusters Score -1302726 nChanged 160
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	Iteration 102Q: 3 clusters Score -1302761 nChanged 178
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Mstep: Class 2 contains 9618 members 
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	Iteration 104Q: 3 clusters Score -1302822 nChanged 170
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	Iteration 105Q: 3 clusters Score -1302856 nChanged 154
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	Iteration 106Q: 3 clusters Score -1302889 nChanged 142
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	Iteration 108Q: 3 clusters Score -1302932 nChanged 170
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	Iteration 111Q: 3 clusters Score -1303030 nChanged 190
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	Iteration 113Q: 3 clusters Score -1303113 nChanged 185
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	Iteration 114Q: 3 clusters Score -1303148 nChanged 180
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	Iteration 119Q: 3 clusters Score -1303339 nChanged 228
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	Iteration 120F: 3 clusters Score -1303393 nChanged 228
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	Iteration 122Q: 3 clusters Score -1303503 nChanged 232
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	Iteration 123Q: 3 clusters Score -1303557 nChanged 241
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	Iteration 124Q: 3 clusters Score -1303620 nChanged 252
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	Iteration 125Q: 3 clusters Score -1303683 nChanged 255
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	Iteration 126Q: 3 clusters Score -1303757 nChanged 246
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	Iteration 127Q: 3 clusters Score -1303821 nChanged 222
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	Iteration 128Q: 3 clusters Score -1303878 nChanged 219
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	Iteration 129Q: 3 clusters Score -1303940 nChanged 244
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	Iteration 130Q: 3 clusters Score -1303997 nChanged 243
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	Iteration 131Q: 3 clusters Score -1304076 nChanged 249
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	Iteration 132Q: 3 clusters Score -1304151 nChanged 263
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	Iteration 133Q: 3 clusters Score -1304239 nChanged 268
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	Iteration 134Q: 3 clusters Score -1304351 nChanged 297
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Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1304467.125000 Penalty: 3288.374268
	Iteration 135Q: 3 clusters Score -1304467 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1304576.000000 Penalty: 3288.374268
	Iteration 136Q: 3 clusters Score -1304576 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1304684.375000 Penalty: 3288.374268
	Iteration 137Q: 3 clusters Score -1304684 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1304793.125000 Penalty: 3288.374268
	Iteration 138Q: 3 clusters Score -1304793 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1304913.250000 Penalty: 3288.374268
	Iteration 139Q: 3 clusters Score -1304913 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1305000.500000 Penalty: 3288.374268
	Iteration 140F: 3 clusters Score -1305000 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1305087.250000 Penalty: 3288.374268
	Iteration 141Q: 3 clusters Score -1305087 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1305171.625000 Penalty: 3288.374268
	Iteration 142Q: 3 clusters Score -1305172 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1305242.000000 Penalty: 3288.374268
	Iteration 143Q: 3 clusters Score -1305242 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1305300.875000 Penalty: 3288.374268
	Iteration 144Q: 3 clusters Score -1305301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1305336.125000 Penalty: 3288.374268
	Iteration 145Q: 3 clusters Score -1305336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1305375.125000 Penalty: 3288.374268
	Iteration 146Q: 3 clusters Score -1305375 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1305408.625000 Penalty: 3288.374268
	Iteration 147Q: 3 clusters Score -1305409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1305438.500000 Penalty: 3288.374268
	Iteration 148Q: 3 clusters Score -1305438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1305457.625000 Penalty: 3288.374268
	Iteration 149Q: 3 clusters Score -1305458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1305472.500000 Penalty: 3288.374268
	Iteration 150Q: 3 clusters Score -1305472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1305484.000000 Penalty: 3288.374268
	Iteration 151Q: 3 clusters Score -1305484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1305501.625000 Penalty: 3288.374268
	Iteration 152Q: 3 clusters Score -1305502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1305512.500000 Penalty: 3288.374268
	Iteration 153Q: 3 clusters Score -1305512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1305525.500000 Penalty: 3288.374268
	Iteration 154Q: 3 clusters Score -1305526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1305534.250000 Penalty: 3288.374268
	Iteration 155Q: 3 clusters Score -1305534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1305548.875000 Penalty: 3288.374268
	Iteration 156Q: 3 clusters Score -1305549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1305558.250000 Penalty: 3288.374268
	Iteration 157Q: 3 clusters Score -1305558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1305561.875000 Penalty: 3288.374268
	Iteration 158Q: 3 clusters Score -1305562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1305562.500000 Penalty: 3288.374268
	Iteration 159Q: 3 clusters Score -1305562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1305562.500000 Penalty: 3288.374268
	Iteration 160F: 3 clusters Score -1305562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Entering Unmasked Estep 
Score: -1191892.250000 Penalty: 1628.831543
	Iteration 0F: 2 clusters Score -1191892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1176522.375000 Penalty: 3257.663086
	Iteration 0F: 3 clusters Score -1176522 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1182054.875000 Penalty: 3257.663086
	Iteration 1F: 3 clusters Score -1182055 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1182290.500000 Penalty: 3257.663086
	Iteration 2Q: 3 clusters Score -1182290 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1182473.750000 Penalty: 3257.663086
	Iteration 3Q: 3 clusters Score -1182474 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1182637.375000 Penalty: 3257.663086
	Iteration 4Q: 3 clusters Score -1182637 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1182780.375000 Penalty: 3257.663086
	Iteration 5Q: 3 clusters Score -1182780 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1182915.250000 Penalty: 3257.663086
	Iteration 6Q: 3 clusters Score -1182915 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1183057.000000 Penalty: 3257.663086
	Iteration 7Q: 3 clusters Score -1183057 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1183200.750000 Penalty: 3257.663086
	Iteration 8Q: 3 clusters Score -1183201 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1183350.875000 Penalty: 3257.663086
	Iteration 9Q: 3 clusters Score -1183351 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1183530.125000 Penalty: 3257.663086
	Iteration 10Q: 3 clusters Score -1183530 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1183754.875000 Penalty: 3257.663086
	Iteration 11Q: 3 clusters Score -1183755 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1184030.750000 Penalty: 3257.663086
	Iteration 12Q: 3 clusters Score -1184031 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1184366.000000 Penalty: 3257.663086
	Iteration 13Q: 3 clusters Score -1184366 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1184816.250000 Penalty: 3257.663086
	Iteration 14Q: 3 clusters Score -1184816 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1185440.750000 Penalty: 3257.663086
	Iteration 15Q: 3 clusters Score -1185441 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1186160.500000 Penalty: 3257.663086
	Iteration 16Q: 3 clusters Score -1186160 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1186894.375000 Penalty: 3257.663086
	Iteration 17Q: 3 clusters Score -1186894 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1187555.750000 Penalty: 3257.663086
	Iteration 18Q: 3 clusters Score -1187556 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1188053.375000 Penalty: 3257.663086
	Iteration 19Q: 3 clusters Score -1188053 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1188406.125000 Penalty: 3257.663086
	Iteration 20F: 3 clusters Score -1188406 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1188679.250000 Penalty: 3257.663086
	Iteration 21Q: 3 clusters Score -1188679 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1188896.375000 Penalty: 3257.663086
	Iteration 22Q: 3 clusters Score -1188896 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1189084.250000 Penalty: 3257.663086
	Iteration 23Q: 3 clusters Score -1189084 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1189275.375000 Penalty: 3257.663086
	Iteration 24Q: 3 clusters Score -1189275 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1189470.375000 Penalty: 3257.663086
	Iteration 25Q: 3 clusters Score -1189470 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1189651.125000 Penalty: 3257.663086
	Iteration 26Q: 3 clusters Score -1189651 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1189794.375000 Penalty: 3257.663086
	Iteration 27Q: 3 clusters Score -1189794 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1189924.750000 Penalty: 3257.663086
	Iteration 28Q: 3 clusters Score -1189925 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1190036.375000 Penalty: 3257.663086
	Iteration 29Q: 3 clusters Score -1190036 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1190120.000000 Penalty: 3257.663086
	Iteration 30Q: 3 clusters Score -1190120 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1190189.750000 Penalty: 3257.663086
	Iteration 31Q: 3 clusters Score -1190190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1190242.250000 Penalty: 3257.663086
	Iteration 32Q: 3 clusters Score -1190242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1190285.750000 Penalty: 3257.663086
	Iteration 33Q: 3 clusters Score -1190286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1190326.500000 Penalty: 3257.663086
	Iteration 34Q: 3 clusters Score -1190326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1190352.375000 Penalty: 3257.663086
	Iteration 35Q: 3 clusters Score -1190352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1190379.125000 Penalty: 3257.663086
	Iteration 36Q: 3 clusters Score -1190379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1190392.625000 Penalty: 3257.663086
	Iteration 37Q: 3 clusters Score -1190393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1190397.125000 Penalty: 3257.663086
	Iteration 38Q: 3 clusters Score -1190397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1190409.625000 Penalty: 3257.663086
	Iteration 39Q: 3 clusters Score -1190410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1190417.250000 Penalty: 3257.663086
	Iteration 40F: 3 clusters Score -1190417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1190419.000000 Penalty: 3257.663086
	Iteration 41Q: 3 clusters Score -1190419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1190427.625000 Penalty: 3257.663086
	Iteration 42Q: 3 clusters Score -1190428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1190432.875000 Penalty: 3257.663086
	Iteration 43Q: 3 clusters Score -1190433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1190435.000000 Penalty: 3257.663086
	Iteration 44Q: 3 clusters Score -1190435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1190437.875000 Penalty: 3257.663086
	Iteration 45Q: 3 clusters Score -1190438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1190441.625000 Penalty: 3257.663086
	Iteration 46Q: 3 clusters Score -1190442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1190443.125000 Penalty: 3257.663086
	Iteration 47Q: 3 clusters Score -1190443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1190445.375000 Penalty: 3257.663086
	Iteration 48Q: 3 clusters Score -1190445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1190446.750000 Penalty: 3257.663086
	Iteration 49Q: 3 clusters Score -1190447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1190448.000000 Penalty: 3257.663086
	Iteration 50Q: 3 clusters Score -1190448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1190448.125000 Penalty: 3257.663086
	Iteration 51Q: 3 clusters Score -1190448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1190448.125000 Penalty: 3257.663086
	Iteration 52Q: 3 clusters Score -1190448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1190448.125000 Penalty: 3257.663086
	Iteration 53F: 3 clusters Score -1190448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Entering Unmasked Estep 
Score: -827867.562500 Penalty: 1570.114624
	Iteration 0F: 2 clusters Score -827867.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -817058.812500 Penalty: 3140.229248
	Iteration 0F: 3 clusters Score -817058.8 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -821085.125000 Penalty: 3140.229248
	Iteration 1F: 3 clusters Score -821085.1 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -821616.375000 Penalty: 3140.229248
	Iteration 2F: 3 clusters Score -821616.4 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -822160.500000 Penalty: 3140.229248
	Iteration 3F: 3 clusters Score -822160.5 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -822724.187500 Penalty: 3140.229248
	Iteration 4F: 3 clusters Score -822724.2 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -823271.937500 Penalty: 3140.229248
	Iteration 5F: 3 clusters Score -823271.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -823785.125000 Penalty: 3140.229248
	Iteration 6F: 3 clusters Score -823785.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -824204.562500 Penalty: 3140.229248
	Iteration 7Q: 3 clusters Score -824204.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -824493.812500 Penalty: 3140.229248
	Iteration 8Q: 3 clusters Score -824493.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -824701.437500 Penalty: 3140.229248
	Iteration 9Q: 3 clusters Score -824701.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -824876.875000 Penalty: 3140.229248
	Iteration 10Q: 3 clusters Score -824876.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -825052.562500 Penalty: 3140.229248
	Iteration 11Q: 3 clusters Score -825052.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -825203.250000 Penalty: 3140.229248
	Iteration 12Q: 3 clusters Score -825203.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -825310.625000 Penalty: 3140.229248
	Iteration 13Q: 3 clusters Score -825310.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -825406.625000 Penalty: 3140.229248
	Iteration 14Q: 3 clusters Score -825406.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -825494.375000 Penalty: 3140.229248
	Iteration 15Q: 3 clusters Score -825494.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -825585.312500 Penalty: 3140.229248
	Iteration 16Q: 3 clusters Score -825585.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -825650.125000 Penalty: 3140.229248
	Iteration 17Q: 3 clusters Score -825650.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -825711.062500 Penalty: 3140.229248
	Iteration 18Q: 3 clusters Score -825711.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -825756.312500 Penalty: 3140.229248
	Iteration 19Q: 3 clusters Score -825756.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -825800.687500 Penalty: 3140.229248
	Iteration 20F: 3 clusters Score -825800.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -825851.062500 Penalty: 3140.229248
	Iteration 21Q: 3 clusters Score -825851.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -825907.062500 Penalty: 3140.229248
	Iteration 22Q: 3 clusters Score -825907.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -825968.937500 Penalty: 3140.229248
	Iteration 23Q: 3 clusters Score -825968.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -826028.312500 Penalty: 3140.229248
	Iteration 24Q: 3 clusters Score -826028.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -826062.625000 Penalty: 3140.229248
	Iteration 25Q: 3 clusters Score -826062.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -826089.937500 Penalty: 3140.229248
	Iteration 26Q: 3 clusters Score -826089.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -826111.062500 Penalty: 3140.229248
	Iteration 27Q: 3 clusters Score -826111.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -826127.125000 Penalty: 3140.229248
	Iteration 28Q: 3 clusters Score -826127.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -826148.750000 Penalty: 3140.229248
	Iteration 29Q: 3 clusters Score -826148.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -826174.687500 Penalty: 3140.229248
	Iteration 30Q: 3 clusters Score -826174.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -826199.750000 Penalty: 3140.229248
	Iteration 31Q: 3 clusters Score -826199.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -826221.125000 Penalty: 3140.229248
	Iteration 32Q: 3 clusters Score -826221.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -826240.250000 Penalty: 3140.229248
	Iteration 33Q: 3 clusters Score -826240.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -826260.625000 Penalty: 3140.229248
	Iteration 34Q: 3 clusters Score -826260.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -826279.750000 Penalty: 3140.229248
	Iteration 35Q: 3 clusters Score -826279.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -826300.125000 Penalty: 3140.229248
	Iteration 36Q: 3 clusters Score -826300.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -826328.687500 Penalty: 3140.229248
	Iteration 37Q: 3 clusters Score -826328.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -826351.437500 Penalty: 3140.229248
	Iteration 38Q: 3 clusters Score -826351.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -826370.875000 Penalty: 3140.229248
	Iteration 39Q: 3 clusters Score -826370.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -826393.187500 Penalty: 3140.229248
	Iteration 40F: 3 clusters Score -826393.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -826412.125000 Penalty: 3140.229248
	Iteration 41Q: 3 clusters Score -826412.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -826430.750000 Penalty: 3140.229248
	Iteration 42Q: 3 clusters Score -826430.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -826448.000000 Penalty: 3140.229248
	Iteration 43Q: 3 clusters Score -826448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -826461.562500 Penalty: 3140.229248
	Iteration 44Q: 3 clusters Score -826461.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -826472.062500 Penalty: 3140.229248
	Iteration 45Q: 3 clusters Score -826472.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -826475.375000 Penalty: 3140.229248
	Iteration 46Q: 3 clusters Score -826475.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -826479.625000 Penalty: 3140.229248
	Iteration 47Q: 3 clusters Score -826479.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -826484.000000 Penalty: 3140.229248
	Iteration 48Q: 3 clusters Score -826484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -826484.500000 Penalty: 3140.229248
	Iteration 49Q: 3 clusters Score -826484.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -826488.750000 Penalty: 3140.229248
	Iteration 50Q: 3 clusters Score -826488.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -826491.562500 Penalty: 3140.229248
	Iteration 51Q: 3 clusters Score -826491.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -826494.437500 Penalty: 3140.229248
	Iteration 52Q: 3 clusters Score -826494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -826496.625000 Penalty: 3140.229248
	Iteration 53Q: 3 clusters Score -826496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -826497.187500 Penalty: 3140.229248
	Iteration 54Q: 3 clusters Score -826497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -826496.750000 Penalty: 3140.229248
	Iteration 55Q: 3 clusters Score -826496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -826498.062500 Penalty: 3140.229248
	Iteration 56Q: 3 clusters Score -826498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -826497.687500 Penalty: 3140.229248
	Iteration 57Q: 3 clusters Score -826497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -826497.937500 Penalty: 3140.229248
	Iteration 58Q: 3 clusters Score -826497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -826499.437500 Penalty: 3140.229248
	Iteration 59Q: 3 clusters Score -826499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -826500.062500 Penalty: 3140.229248
	Iteration 60F: 3 clusters Score -826500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -826504.375000 Penalty: 3140.229248
	Iteration 61Q: 3 clusters Score -826504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -826503.187500 Penalty: 3140.229248
	Iteration 62Q: 3 clusters Score -826503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -826503.125000 Penalty: 3140.229248
	Iteration 63Q: 3 clusters Score -826503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -826503.125000 Penalty: 3140.229248
	Iteration 64F: 3 clusters Score -826503.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Entering Unmasked Estep 
Score: -654517.437500 Penalty: 1529.006836
	Iteration 0F: 2 clusters Score -654517.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -645764.125000 Penalty: 3058.013672
	Iteration 0F: 3 clusters Score -645764.1 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -648649.437500 Penalty: 3058.013672
	Iteration 1F: 3 clusters Score -648649.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -648907.875000 Penalty: 3058.013672
	Iteration 2F: 3 clusters Score -648907.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -649131.312500 Penalty: 3058.013672
	Iteration 3Q: 3 clusters Score -649131.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -649356.250000 Penalty: 3058.013672
	Iteration 4Q: 3 clusters Score -649356.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -649617.500000 Penalty: 3058.013672
	Iteration 5Q: 3 clusters Score -649617.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -649918.500000 Penalty: 3058.013672
	Iteration 6Q: 3 clusters Score -649918.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -650306.750000 Penalty: 3058.013672
	Iteration 7F: 3 clusters Score -650306.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -650749.812500 Penalty: 3058.013672
	Iteration 8F: 3 clusters Score -650749.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -651262.125000 Penalty: 3058.013672
	Iteration 9F: 3 clusters Score -651262.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -651783.187500 Penalty: 3058.013672
	Iteration 10F: 3 clusters Score -651783.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -652239.000000 Penalty: 3058.013672
	Iteration 11Q: 3 clusters Score -652239 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -652529.625000 Penalty: 3058.013672
	Iteration 12Q: 3 clusters Score -652529.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -652668.562500 Penalty: 3058.013672
	Iteration 13Q: 3 clusters Score -652668.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -652743.000000 Penalty: 3058.013672
	Iteration 14Q: 3 clusters Score -652743 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -652798.062500 Penalty: 3058.013672
	Iteration 15Q: 3 clusters Score -652798.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -652842.187500 Penalty: 3058.013672
	Iteration 16Q: 3 clusters Score -652842.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -652874.937500 Penalty: 3058.013672
	Iteration 17Q: 3 clusters Score -652874.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -652901.500000 Penalty: 3058.013672
	Iteration 18Q: 3 clusters Score -652901.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -652925.750000 Penalty: 3058.013672
	Iteration 19Q: 3 clusters Score -652925.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -652953.125000 Penalty: 3058.013672
	Iteration 20F: 3 clusters Score -652953.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -652972.312500 Penalty: 3058.013672
	Iteration 21Q: 3 clusters Score -652972.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -652988.625000 Penalty: 3058.013672
	Iteration 22Q: 3 clusters Score -652988.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -653000.187500 Penalty: 3058.013672
	Iteration 23Q: 3 clusters Score -653000.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -653020.062500 Penalty: 3058.013672
	Iteration 24Q: 3 clusters Score -653020.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -653029.375000 Penalty: 3058.013672
	Iteration 25Q: 3 clusters Score -653029.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -653040.000000 Penalty: 3058.013672
	Iteration 26Q: 3 clusters Score -653040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -653054.125000 Penalty: 3058.013672
	Iteration 27Q: 3 clusters Score -653054.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -653059.937500 Penalty: 3058.013672
	Iteration 28Q: 3 clusters Score -653059.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -653069.562500 Penalty: 3058.013672
	Iteration 29Q: 3 clusters Score -653069.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -653078.437500 Penalty: 3058.013672
	Iteration 30Q: 3 clusters Score -653078.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -653083.937500 Penalty: 3058.013672
	Iteration 31Q: 3 clusters Score -653083.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -653092.500000 Penalty: 3058.013672
	Iteration 32Q: 3 clusters Score -653092.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -653098.437500 Penalty: 3058.013672
	Iteration 33Q: 3 clusters Score -653098.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -653104.687500 Penalty: 3058.013672
	Iteration 34Q: 3 clusters Score -653104.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -653109.250000 Penalty: 3058.013672
	Iteration 35Q: 3 clusters Score -653109.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -653114.000000 Penalty: 3058.013672
	Iteration 36Q: 3 clusters Score -653114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -653119.937500 Penalty: 3058.013672
	Iteration 37Q: 3 clusters Score -653119.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -653127.000000 Penalty: 3058.013672
	Iteration 38Q: 3 clusters Score -653127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -653139.062500 Penalty: 3058.013672
	Iteration 39Q: 3 clusters Score -653139.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -653149.562500 Penalty: 3058.013672
	Iteration 40F: 3 clusters Score -653149.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -653155.875000 Penalty: 3058.013672
	Iteration 41Q: 3 clusters Score -653155.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -653162.750000 Penalty: 3058.013672
	Iteration 42Q: 3 clusters Score -653162.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -653167.437500 Penalty: 3058.013672
	Iteration 43Q: 3 clusters Score -653167.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -653175.625000 Penalty: 3058.013672
	Iteration 44Q: 3 clusters Score -653175.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -653179.375000 Penalty: 3058.013672
	Iteration 45Q: 3 clusters Score -653179.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -653181.937500 Penalty: 3058.013672
	Iteration 46Q: 3 clusters Score -653181.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -653184.625000 Penalty: 3058.013672
	Iteration 47Q: 3 clusters Score -653184.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -653194.625000 Penalty: 3058.013672
	Iteration 48Q: 3 clusters Score -653194.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -653201.250000 Penalty: 3058.013672
	Iteration 49Q: 3 clusters Score -653201.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -653206.437500 Penalty: 3058.013672
	Iteration 50Q: 3 clusters Score -653206.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -653212.000000 Penalty: 3058.013672
	Iteration 51Q: 3 clusters Score -653212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -653216.312500 Penalty: 3058.013672
	Iteration 52Q: 3 clusters Score -653216.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -653219.562500 Penalty: 3058.013672
	Iteration 53Q: 3 clusters Score -653219.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -653221.500000 Penalty: 3058.013672
	Iteration 54Q: 3 clusters Score -653221.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -653222.500000 Penalty: 3058.013672
	Iteration 55Q: 3 clusters Score -653222.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -653225.750000 Penalty: 3058.013672
	Iteration 56Q: 3 clusters Score -653225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -653228.500000 Penalty: 3058.013672
	Iteration 57Q: 3 clusters Score -653228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -653229.437500 Penalty: 3058.013672
	Iteration 58Q: 3 clusters Score -653229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -653230.062500 Penalty: 3058.013672
	Iteration 59Q: 3 clusters Score -653230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -653231.687500 Penalty: 3058.013672
	Iteration 60F: 3 clusters Score -653231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -653230.875000 Penalty: 3058.013672
	Iteration 61Q: 3 clusters Score -653230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -653232.625000 Penalty: 3058.013672
	Iteration 62Q: 3 clusters Score -653232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -653234.500000 Penalty: 3058.013672
	Iteration 63Q: 3 clusters Score -653234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -653236.250000 Penalty: 3058.013672
	Iteration 64Q: 3 clusters Score -653236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -653234.437500 Penalty: 3058.013672
	Iteration 65Q: 3 clusters Score -653234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -653236.562500 Penalty: 3058.013672
	Iteration 66Q: 3 clusters Score -653236.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -653235.750000 Penalty: 3058.013672
	Iteration 67Q: 3 clusters Score -653235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -653234.250000 Penalty: 3058.013672
	Iteration 68Q: 3 clusters Score -653234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -653236.250000 Penalty: 3058.013672
	Iteration 69Q: 3 clusters Score -653236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -653238.437500 Penalty: 3058.013672
	Iteration 70Q: 3 clusters Score -653238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -653237.500000 Penalty: 3058.013672
	Iteration 71Q: 3 clusters Score -653237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -653239.375000 Penalty: 3058.013672
	Iteration 72Q: 3 clusters Score -653239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -653239.250000 Penalty: 3058.013672
	Iteration 73Q: 3 clusters Score -653239.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -653240.750000 Penalty: 3058.013672
	Iteration 74Q: 3 clusters Score -653240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -653241.187500 Penalty: 3058.013672
	Iteration 75Q: 3 clusters Score -653241.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -653241.187500 Penalty: 3058.013672
	Iteration 76F: 3 clusters Score -653241.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -96504.765625 Penalty: 1238.523804
	Iteration 0F: 2 clusters Score -96504.77 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 1006 members 
Entering Unmasked Estep 
Score: -94391.851562 Penalty: 2477.047607
	Iteration 0F: 3 clusters Score -94391.85 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -94843.015625 Penalty: 2477.047607
	Iteration 1F: 3 clusters Score -94843.02 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -94990.718750 Penalty: 2477.047607
	Iteration 2F: 3 clusters Score -94990.72 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -95109.734375 Penalty: 2477.047607
	Iteration 3F: 3 clusters Score -95109.73 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -95201.929688 Penalty: 2477.047607
	Iteration 4F: 3 clusters Score -95201.93 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -95284.617188 Penalty: 2477.047607
	Iteration 5Q: 3 clusters Score -95284.62 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -95354.507812 Penalty: 2477.047607
	Iteration 6Q: 3 clusters Score -95354.51 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -95414.007812 Penalty: 2477.047607
	Iteration 7Q: 3 clusters Score -95414.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -95465.679688 Penalty: 2477.047607
	Iteration 8Q: 3 clusters Score -95465.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -95505.578125 Penalty: 2477.047607
	Iteration 9Q: 3 clusters Score -95505.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -95535.164062 Penalty: 2477.047607
	Iteration 10Q: 3 clusters Score -95535.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -95551.656250 Penalty: 2477.047607
	Iteration 11Q: 3 clusters Score -95551.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -95563.179688 Penalty: 2477.047607
	Iteration 12Q: 3 clusters Score -95563.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -95574.382812 Penalty: 2477.047607
	Iteration 13Q: 3 clusters Score -95574.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95582.968750 Penalty: 2477.047607
	Iteration 14Q: 3 clusters Score -95582.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95590.265625 Penalty: 2477.047607
	Iteration 15Q: 3 clusters Score -95590.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95595.085938 Penalty: 2477.047607
	Iteration 16Q: 3 clusters Score -95595.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -95599.164062 Penalty: 2477.047607
	Iteration 17Q: 3 clusters Score -95599.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95601.914062 Penalty: 2477.047607
	Iteration 18Q: 3 clusters Score -95601.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -95606.132812 Penalty: 2477.047607
	Iteration 19Q: 3 clusters Score -95606.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -95608.421875 Penalty: 2477.047607
	Iteration 20F: 3 clusters Score -95608.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -95613.906250 Penalty: 2477.047607
	Iteration 21Q: 3 clusters Score -95613.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95616.843750 Penalty: 2477.047607
	Iteration 22Q: 3 clusters Score -95616.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95621.390625 Penalty: 2477.047607
	Iteration 23Q: 3 clusters Score -95621.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95625.156250 Penalty: 2477.047607
	Iteration 24Q: 3 clusters Score -95625.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95628.921875 Penalty: 2477.047607
	Iteration 25Q: 3 clusters Score -95628.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -95632.875000 Penalty: 2477.047607
	Iteration 26Q: 3 clusters Score -95632.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95639.187500 Penalty: 2477.047607
	Iteration 27Q: 3 clusters Score -95639.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95643.460938 Penalty: 2477.047607
	Iteration 28Q: 3 clusters Score -95643.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95647.195312 Penalty: 2477.047607
	Iteration 29Q: 3 clusters Score -95647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95649.312500 Penalty: 2477.047607
	Iteration 30Q: 3 clusters Score -95649.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -95651.429688 Penalty: 2477.047607
	Iteration 31Q: 3 clusters Score -95651.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95651.773438 Penalty: 2477.047607
	Iteration 32Q: 3 clusters Score -95651.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -95652.976562 Penalty: 2477.047607
	Iteration 33Q: 3 clusters Score -95652.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -95654.875000 Penalty: 2477.047607
	Iteration 34Q: 3 clusters Score -95654.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -95655.781250 Penalty: 2477.047607
	Iteration 35Q: 3 clusters Score -95655.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95656.882812 Penalty: 2477.047607
	Iteration 36Q: 3 clusters Score -95656.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -95660.265625 Penalty: 2477.047607
	Iteration 37Q: 3 clusters Score -95660.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95664.976562 Penalty: 2477.047607
	Iteration 38Q: 3 clusters Score -95664.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95675.171875 Penalty: 2477.047607
	Iteration 39Q: 3 clusters Score -95675.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95679.789062 Penalty: 2477.047607
	Iteration 40F: 3 clusters Score -95679.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95680.187500 Penalty: 2477.047607
	Iteration 41Q: 3 clusters Score -95680.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95680.281250 Penalty: 2477.047607
	Iteration 42Q: 3 clusters Score -95680.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95680.281250 Penalty: 2477.047607
	Iteration 43F: 3 clusters Score -95680.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -126269.937500 Penalty: 1264.638428
	Iteration 0F: 2 clusters Score -126269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -123878.437500 Penalty: 2529.276855
	Iteration 0F: 3 clusters Score -123878.4 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -124387.171875 Penalty: 2529.276855
	Iteration 1F: 3 clusters Score -124387.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -124471.484375 Penalty: 2529.276855
	Iteration 2F: 3 clusters Score -124471.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -124516.437500 Penalty: 2529.276855
	Iteration 3Q: 3 clusters Score -124516.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -124550.687500 Penalty: 2529.276855
	Iteration 4Q: 3 clusters Score -124550.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -124578.484375 Penalty: 2529.276855
	Iteration 5Q: 3 clusters Score -124578.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -124601.210938 Penalty: 2529.276855
	Iteration 6Q: 3 clusters Score -124601.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -124621.554688 Penalty: 2529.276855
	Iteration 7Q: 3 clusters Score -124621.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -124641.359375 Penalty: 2529.276855
	Iteration 8Q: 3 clusters Score -124641.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -124660.390625 Penalty: 2529.276855
	Iteration 9Q: 3 clusters Score -124660.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -124677.304688 Penalty: 2529.276855
	Iteration 10Q: 3 clusters Score -124677.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -124687.921875 Penalty: 2529.276855
	Iteration 11Q: 3 clusters Score -124687.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -124695.625000 Penalty: 2529.276855
	Iteration 12Q: 3 clusters Score -124695.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -124702.335938 Penalty: 2529.276855
	Iteration 13Q: 3 clusters Score -124702.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -124710.414062 Penalty: 2529.276855
	Iteration 14Q: 3 clusters Score -124710.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -124716.882812 Penalty: 2529.276855
	Iteration 15Q: 3 clusters Score -124716.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -124724.218750 Penalty: 2529.276855
	Iteration 16Q: 3 clusters Score -124724.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -124731.968750 Penalty: 2529.276855
	Iteration 17Q: 3 clusters Score -124732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -124737.390625 Penalty: 2529.276855
	Iteration 18Q: 3 clusters Score -124737.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -124740.359375 Penalty: 2529.276855
	Iteration 19Q: 3 clusters Score -124740.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -124743.859375 Penalty: 2529.276855
	Iteration 20F: 3 clusters Score -124743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -124745.953125 Penalty: 2529.276855
	Iteration 21Q: 3 clusters Score -124746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -124749.367188 Penalty: 2529.276855
	Iteration 22Q: 3 clusters Score -124749.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -124753.062500 Penalty: 2529.276855
	Iteration 23Q: 3 clusters Score -124753.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -124762.585938 Penalty: 2529.276855
	Iteration 24Q: 3 clusters Score -124762.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -124771.773438 Penalty: 2529.276855
	Iteration 25Q: 3 clusters Score -124771.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -124783.296875 Penalty: 2529.276855
	Iteration 26Q: 3 clusters Score -124783.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -124794.328125 Penalty: 2529.276855
	Iteration 27Q: 3 clusters Score -124794.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -124803.007812 Penalty: 2529.276855
	Iteration 28Q: 3 clusters Score -124803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -124811.750000 Penalty: 2529.276855
	Iteration 29Q: 3 clusters Score -124811.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -124818.281250 Penalty: 2529.276855
	Iteration 30Q: 3 clusters Score -124818.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -124823.984375 Penalty: 2529.276855
	Iteration 31Q: 3 clusters Score -124824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -124827.593750 Penalty: 2529.276855
	Iteration 32Q: 3 clusters Score -124827.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -124830.835938 Penalty: 2529.276855
	Iteration 33Q: 3 clusters Score -124830.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -124834.554688 Penalty: 2529.276855
	Iteration 34Q: 3 clusters Score -124834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -124838.484375 Penalty: 2529.276855
	Iteration 35Q: 3 clusters Score -124838.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -124843.687500 Penalty: 2529.276855
	Iteration 36Q: 3 clusters Score -124843.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -124849.218750 Penalty: 2529.276855
	Iteration 37Q: 3 clusters Score -124849.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -124855.687500 Penalty: 2529.276855
	Iteration 38Q: 3 clusters Score -124855.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -124861.718750 Penalty: 2529.276855
	Iteration 39Q: 3 clusters Score -124861.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -124869.453125 Penalty: 2529.276855
	Iteration 40F: 3 clusters Score -124869.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -124880.460938 Penalty: 2529.276855
	Iteration 41Q: 3 clusters Score -124880.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -124893.335938 Penalty: 2529.276855
	Iteration 42Q: 3 clusters Score -124893.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -124908.601562 Penalty: 2529.276855
	Iteration 43Q: 3 clusters Score -124908.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -124916.781250 Penalty: 2529.276855
	Iteration 44Q: 3 clusters Score -124916.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -124927.296875 Penalty: 2529.276855
	Iteration 45Q: 3 clusters Score -124927.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -124939.125000 Penalty: 2529.276855
	Iteration 46Q: 3 clusters Score -124939.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -124955.976562 Penalty: 2529.276855
	Iteration 47Q: 3 clusters Score -124956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -124975.640625 Penalty: 2529.276855
	Iteration 48Q: 3 clusters Score -124975.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -124999.101562 Penalty: 2529.276855
	Iteration 49Q: 3 clusters Score -124999.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -125020.554688 Penalty: 2529.276855
	Iteration 50Q: 3 clusters Score -125020.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -125035.554688 Penalty: 2529.276855
	Iteration 51Q: 3 clusters Score -125035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -125041.429688 Penalty: 2529.276855
	Iteration 52Q: 3 clusters Score -125041.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -125048.656250 Penalty: 2529.276855
	Iteration 53Q: 3 clusters Score -125048.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -125058.046875 Penalty: 2529.276855
	Iteration 54Q: 3 clusters Score -125058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -125069.062500 Penalty: 2529.276855
	Iteration 55Q: 3 clusters Score -125069.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -125084.835938 Penalty: 2529.276855
	Iteration 56Q: 3 clusters Score -125084.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -125096.992188 Penalty: 2529.276855
	Iteration 57Q: 3 clusters Score -125097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -125104.296875 Penalty: 2529.276855
	Iteration 58Q: 3 clusters Score -125104.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -125116.101562 Penalty: 2529.276855
	Iteration 59Q: 3 clusters Score -125116.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -125123.968750 Penalty: 2529.276855
	Iteration 60F: 3 clusters Score -125124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -125131.265625 Penalty: 2529.276855
	Iteration 61Q: 3 clusters Score -125131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -125138.054688 Penalty: 2529.276855
	Iteration 62Q: 3 clusters Score -125138.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -125148.265625 Penalty: 2529.276855
	Iteration 63Q: 3 clusters Score -125148.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -125158.171875 Penalty: 2529.276855
	Iteration 64Q: 3 clusters Score -125158.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -125162.929688 Penalty: 2529.276855
	Iteration 65Q: 3 clusters Score -125162.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -125166.421875 Penalty: 2529.276855
	Iteration 66Q: 3 clusters Score -125166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -125167.289062 Penalty: 2529.276855
	Iteration 67Q: 3 clusters Score -125167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -125168.851562 Penalty: 2529.276855
	Iteration 68Q: 3 clusters Score -125168.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -125169.507812 Penalty: 2529.276855
	Iteration 69Q: 3 clusters Score -125169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -125169.796875 Penalty: 2529.276855
	Iteration 70Q: 3 clusters Score -125169.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -125169.796875 Penalty: 2529.276855
	Iteration 71F: 3 clusters Score -125169.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 50583 members 
Mstep: Class 3 contains 10223 members 
Mstep: Class 5 contains 166394 members 
Mstep: Class 7 contains 55502 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 42505 members 
Mstep: Class 10 contains 24787 members 
Mstep: Class 13 contains 22552 members 
Mstep: Class 14 contains 15713 members 
Mstep: Class 18 contains 12201 members 
Mstep: Class 19 contains 2042 members 
Mstep: Class 20 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848086.000000 Penalty: 27336.611328
Iteration 319Q: 14 clusters Score -2.084809e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 50522 members 
Mstep: Class 3 contains 10226 members 
Mstep: Class 5 contains 166963 members 
Mstep: Class 7 contains 55461 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 42449 members 
Mstep: Class 10 contains 24702 members 
Mstep: Class 13 contains 22513 members 
Mstep: Class 14 contains 15592 members 
Mstep: Class 18 contains 12090 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 20 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848082.000000 Penalty: 27336.611328
Iteration 320F: 14 clusters Score -2.084808e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 50464 members 
Mstep: Class 3 contains 10218 members 
Mstep: Class 5 contains 167579 members 
Mstep: Class 7 contains 55410 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 42399 members 
Mstep: Class 10 contains 24634 members 
Mstep: Class 13 contains 22452 members 
Mstep: Class 14 contains 15465 members 
Mstep: Class 18 contains 11973 members 
Mstep: Class 19 contains 2035 members 
Mstep: Class 20 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848098.000000 Penalty: 27336.611328
Iteration 321Q: 14 clusters Score -2.08481e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 50411 members 
Mstep: Class 3 contains 10221 members 
Mstep: Class 5 contains 168155 members 
Mstep: Class 7 contains 55372 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 42354 members 
Mstep: Class 10 contains 24570 members 
Mstep: Class 13 contains 22401 members 
Mstep: Class 14 contains 15321 members 
Mstep: Class 18 contains 11873 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848102.000000 Penalty: 27336.611328
Iteration 322Q: 14 clusters Score -2.08481e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 50359 members 
Mstep: Class 3 contains 10217 members 
Mstep: Class 5 contains 168751 members 
Mstep: Class 7 contains 55337 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 42298 members 
Mstep: Class 10 contains 24494 members 
Mstep: Class 13 contains 22341 members 
Mstep: Class 14 contains 15179 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848146.000000 Penalty: 27336.611328
Iteration 323Q: 14 clusters Score -2.084815e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 50313 members 
Mstep: Class 3 contains 10215 members 
Mstep: Class 5 contains 169344 members 
Mstep: Class 7 contains 55297 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 42232 members 
Mstep: Class 10 contains 24413 members 
Mstep: Class 13 contains 22291 members 
Mstep: Class 14 contains 15044 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848188.000000 Penalty: 27336.611328
Iteration 324Q: 14 clusters Score -2.084819e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 50255 members 
Mstep: Class 3 contains 10208 members 
Mstep: Class 5 contains 169997 members 
Mstep: Class 7 contains 55238 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 42175 members 
Mstep: Class 10 contains 24328 members 
Mstep: Class 13 contains 22241 members 
Mstep: Class 14 contains 14900 members 
Mstep: Class 18 contains 11559 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848204.000000 Penalty: 27336.611328
Iteration 325Q: 14 clusters Score -2.08482e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 50205 members 
Mstep: Class 3 contains 10201 members 
Mstep: Class 5 contains 170609 members 
Mstep: Class 7 contains 55186 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 42117 members 
Mstep: Class 10 contains 24243 members 
Mstep: Class 13 contains 22208 members 
Mstep: Class 14 contains 14760 members 
Mstep: Class 18 contains 11460 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848240.000000 Penalty: 27336.611328
Iteration 326Q: 14 clusters Score -2.084824e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 50160 members 
Mstep: Class 3 contains 10196 members 
Mstep: Class 5 contains 171195 members 
Mstep: Class 7 contains 55133 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 42055 members 
Mstep: Class 10 contains 24164 members 
Mstep: Class 13 contains 22173 members 
Mstep: Class 14 contains 14637 members 
Mstep: Class 18 contains 11357 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848306.000000 Penalty: 27336.611328
Iteration 327Q: 14 clusters Score -2.084831e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 50136 members 
Mstep: Class 3 contains 10181 members 
Mstep: Class 5 contains 171742 members 
Mstep: Class 7 contains 55068 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 42005 members 
Mstep: Class 10 contains 24092 members 
Mstep: Class 13 contains 22144 members 
Mstep: Class 14 contains 14529 members 
Mstep: Class 18 contains 11253 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20848358.000000 Penalty: 27336.611328
Iteration 328Q: 14 clusters Score -2.084836e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 50105 members 
Mstep: Class 3 contains 10168 members 
Mstep: Class 5 contains 172285 members 
Mstep: Class 7 contains 55006 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 41967 members 
Mstep: Class 10 contains 24021 members 
Mstep: Class 13 contains 22117 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 18 contains 11137 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 2399 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 329Q: 14 clusters Score -2.084843e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 50071 members 
Mstep: Class 3 contains 10160 members 
Mstep: Class 5 contains 172833 members 
Mstep: Class 7 contains 54954 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 41930 members 
Mstep: Class 10 contains 23956 members 
Mstep: Class 13 contains 22075 members 
Mstep: Class 14 contains 14301 members 
Mstep: Class 18 contains 11016 members 
Mstep: Class 19 contains 2023 members 
Mstep: Class 20 contains 2399 members 
Entering Unmasked Estep 
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Iteration 330Q: 14 clusters Score -2.084856e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 50030 members 
Mstep: Class 3 contains 10158 members 
Mstep: Class 5 contains 173365 members 
Mstep: Class 7 contains 54907 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 41911 members 
Mstep: Class 10 contains 23881 members 
Mstep: Class 13 contains 22037 members 
Mstep: Class 14 contains 14181 members 
Mstep: Class 18 contains 10900 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 2401 members 
Entering Unmasked Estep 
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Iteration 331Q: 14 clusters Score -2.084867e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 49996 members 
Mstep: Class 3 contains 10161 members 
Mstep: Class 5 contains 173865 members 
Mstep: Class 7 contains 54855 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 41882 members 
Mstep: Class 10 contains 23813 members 
Mstep: Class 13 contains 21997 members 
Mstep: Class 14 contains 14084 members 
Mstep: Class 18 contains 10791 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 2400 members 
Entering Unmasked Estep 
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Iteration 332Q: 14 clusters Score -2.084869e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 49949 members 
Mstep: Class 3 contains 10166 members 
Mstep: Class 5 contains 174345 members 
Mstep: Class 7 contains 54817 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 41836 members 
Mstep: Class 10 contains 23763 members 
Mstep: Class 13 contains 21958 members 
Mstep: Class 14 contains 14006 members 
Mstep: Class 18 contains 10692 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 2398 members 
Entering Unmasked Estep 
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Iteration 333Q: 14 clusters Score -2.084874e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 49898 members 
Mstep: Class 3 contains 10171 members 
Mstep: Class 5 contains 174832 members 
Mstep: Class 7 contains 54777 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 41789 members 
Mstep: Class 10 contains 23726 members 
Mstep: Class 13 contains 21920 members 
Mstep: Class 14 contains 13930 members 
Mstep: Class 18 contains 10581 members 
Mstep: Class 19 contains 2009 members 
Mstep: Class 20 contains 2396 members 
Entering Unmasked Estep 
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Iteration 334Q: 14 clusters Score -2.084873e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 49857 members 
Mstep: Class 3 contains 10171 members 
Mstep: Class 5 contains 175280 members 
Mstep: Class 7 contains 54742 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 41757 members 
Mstep: Class 10 contains 23681 members 
Mstep: Class 13 contains 21867 members 
Mstep: Class 14 contains 13864 members 
Mstep: Class 18 contains 10482 members 
Mstep: Class 19 contains 2008 members 
Mstep: Class 20 contains 2393 members 
Entering Unmasked Estep 
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Iteration 335Q: 14 clusters Score -2.084869e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 49817 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 5 contains 175726 members 
Mstep: Class 7 contains 54695 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 41717 members 
Mstep: Class 10 contains 23636 members 
Mstep: Class 13 contains 21816 members 
Mstep: Class 14 contains 13799 members 
Mstep: Class 18 contains 10378 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 20 contains 2394 members 
Entering Unmasked Estep 
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Iteration 336Q: 14 clusters Score -2.084869e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 49773 members 
Mstep: Class 3 contains 10185 members 
Mstep: Class 5 contains 176171 members 
Mstep: Class 7 contains 54648 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 41666 members 
Mstep: Class 10 contains 23592 members 
Mstep: Class 13 contains 21761 members 
Mstep: Class 14 contains 13725 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 20 contains 2395 members 
Entering Unmasked Estep 
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Iteration 337Q: 14 clusters Score -2.08488e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 49723 members 
Mstep: Class 3 contains 10188 members 
Mstep: Class 5 contains 176632 members 
Mstep: Class 7 contains 54597 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 41631 members 
Mstep: Class 10 contains 23551 members 
Mstep: Class 13 contains 21695 members 
Mstep: Class 14 contains 13656 members 
Mstep: Class 18 contains 10189 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 20 contains 2397 members 
Entering Unmasked Estep 
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Iteration 338Q: 14 clusters Score -2.084882e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 49680 members 
Mstep: Class 3 contains 10207 members 
Mstep: Class 5 contains 177041 members 
Mstep: Class 7 contains 54557 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 41602 members 
Mstep: Class 10 contains 23510 members 
Mstep: Class 13 contains 21641 members 
Mstep: Class 14 contains 13590 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 2400 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 339Q: 14 clusters Score -2.084887e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 49643 members 
Mstep: Class 3 contains 10220 members 
Mstep: Class 5 contains 177417 members 
Mstep: Class 7 contains 54526 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 41572 members 
Mstep: Class 10 contains 23466 members 
Mstep: Class 13 contains 21588 members 
Mstep: Class 14 contains 13520 members 
Mstep: Class 18 contains 10007 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 340F: 14 clusters Score -2.084888e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 49601 members 
Mstep: Class 3 contains 10235 members 
Mstep: Class 5 contains 177794 members 
Mstep: Class 7 contains 54490 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 41540 members 
Mstep: Class 10 contains 23420 members 
Mstep: Class 13 contains 21530 members 
Mstep: Class 14 contains 13446 members 
Mstep: Class 18 contains 9927 members 
Mstep: Class 19 contains 2001 members 
Mstep: Class 20 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 341Q: 14 clusters Score -2.084896e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 49567 members 
Mstep: Class 3 contains 10248 members 
Mstep: Class 5 contains 178152 members 
Mstep: Class 7 contains 54453 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 41512 members 
Mstep: Class 10 contains 23378 members 
Mstep: Class 13 contains 21464 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 18 contains 9857 members 
Mstep: Class 19 contains 2000 members 
Mstep: Class 20 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 342Q: 14 clusters Score -2.084893e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 49538 members 
Mstep: Class 3 contains 10261 members 
Mstep: Class 5 contains 178518 members 
Mstep: Class 7 contains 54424 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 23341 members 
Mstep: Class 13 contains 21396 members 
Mstep: Class 14 contains 13304 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 1999 members 
Mstep: Class 20 contains 2401 members 
Entering Unmasked Estep 
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Iteration 343Q: 14 clusters Score -2.0849e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 49501 members 
Mstep: Class 3 contains 10273 members 
Mstep: Class 5 contains 178862 members 
Mstep: Class 7 contains 54389 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 41459 members 
Mstep: Class 10 contains 23306 members 
Mstep: Class 13 contains 21333 members 
Mstep: Class 14 contains 13235 members 
Mstep: Class 18 contains 9709 members 
Mstep: Class 19 contains 1999 members 
Mstep: Class 20 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 344Q: 14 clusters Score -2.084893e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 49462 members 
Mstep: Class 3 contains 10283 members 
Mstep: Class 5 contains 179177 members 
Mstep: Class 7 contains 54350 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 41430 members 
Mstep: Class 10 contains 23274 members 
Mstep: Class 13 contains 21287 members 
Mstep: Class 14 contains 13184 members 
Mstep: Class 18 contains 9646 members 
Mstep: Class 19 contains 1998 members 
Mstep: Class 20 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 345Q: 14 clusters Score -2.084899e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 49415 members 
Mstep: Class 3 contains 10292 members 
Mstep: Class 5 contains 179515 members 
Mstep: Class 7 contains 54309 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 41397 members 
Mstep: Class 10 contains 23249 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 13117 members 
Mstep: Class 18 contains 9578 members 
Mstep: Class 19 contains 1997 members 
Mstep: Class 20 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849026.000000 Penalty: 27336.611328
Iteration 346Q: 14 clusters Score -2.084903e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 49368 members 
Mstep: Class 3 contains 10300 members 
Mstep: Class 5 contains 179835 members 
Mstep: Class 7 contains 54279 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41350 members 
Mstep: Class 10 contains 23229 members 
Mstep: Class 13 contains 21210 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 18 contains 9514 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 347Q: 14 clusters Score -2.084912e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 49325 members 
Mstep: Class 3 contains 10309 members 
Mstep: Class 5 contains 180184 members 
Mstep: Class 7 contains 54246 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41299 members 
Mstep: Class 10 contains 23202 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 13006 members 
Mstep: Class 18 contains 9445 members 
Mstep: Class 19 contains 1993 members 
Mstep: Class 20 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 348Q: 14 clusters Score -2.084914e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 49267 members 
Mstep: Class 3 contains 10316 members 
Mstep: Class 5 contains 180543 members 
Mstep: Class 7 contains 54220 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41264 members 
Mstep: Class 10 contains 23175 members 
Mstep: Class 13 contains 21113 members 
Mstep: Class 14 contains 12949 members 
Mstep: Class 18 contains 9370 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 349Q: 14 clusters Score -2.08492e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 49229 members 
Mstep: Class 3 contains 10325 members 
Mstep: Class 5 contains 180854 members 
Mstep: Class 7 contains 54193 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41234 members 
Mstep: Class 10 contains 23154 members 
Mstep: Class 13 contains 21065 members 
Mstep: Class 14 contains 12892 members 
Mstep: Class 18 contains 9295 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 350Q: 14 clusters Score -2.084918e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 49191 members 
Mstep: Class 3 contains 10331 members 
Mstep: Class 5 contains 181164 members 
Mstep: Class 7 contains 54169 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41195 members 
Mstep: Class 10 contains 23141 members 
Mstep: Class 13 contains 21015 members 
Mstep: Class 14 contains 12841 members 
Mstep: Class 18 contains 9218 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 351Q: 14 clusters Score -2.084919e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 49143 members 
Mstep: Class 3 contains 10335 members 
Mstep: Class 5 contains 181480 members 
Mstep: Class 7 contains 54144 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41161 members 
Mstep: Class 10 contains 23129 members 
Mstep: Class 13 contains 20974 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 18 contains 9120 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 2417 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 352Q: 14 clusters Score -2.084923e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 49095 members 
Mstep: Class 3 contains 10338 members 
Mstep: Class 5 contains 181786 members 
Mstep: Class 7 contains 54133 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41128 members 
Mstep: Class 10 contains 23118 members 
Mstep: Class 13 contains 20933 members 
Mstep: Class 14 contains 12753 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 2416 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 353Q: 14 clusters Score -2.08492e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 49059 members 
Mstep: Class 3 contains 10344 members 
Mstep: Class 5 contains 182052 members 
Mstep: Class 7 contains 54113 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41103 members 
Mstep: Class 10 contains 23108 members 
Mstep: Class 13 contains 20908 members 
Mstep: Class 14 contains 12705 members 
Mstep: Class 18 contains 8939 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 354Q: 14 clusters Score -2.08492e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 49016 members 
Mstep: Class 3 contains 10353 members 
Mstep: Class 5 contains 182323 members 
Mstep: Class 7 contains 54088 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41078 members 
Mstep: Class 10 contains 23093 members 
Mstep: Class 13 contains 20877 members 
Mstep: Class 14 contains 12658 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 2404 members 
Entering Unmasked Estep 
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Iteration 355Q: 14 clusters Score -2.084923e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 48976 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 5 contains 182565 members 
Mstep: Class 7 contains 54065 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41057 members 
Mstep: Class 10 contains 23083 members 
Mstep: Class 13 contains 20852 members 
Mstep: Class 14 contains 12609 members 
Mstep: Class 18 contains 8798 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 356Q: 14 clusters Score -2.08492e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 48940 members 
Mstep: Class 3 contains 10372 members 
Mstep: Class 5 contains 182813 members 
Mstep: Class 7 contains 54037 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41031 members 
Mstep: Class 10 contains 23072 members 
Mstep: Class 13 contains 20823 members 
Mstep: Class 14 contains 12558 members 
Mstep: Class 18 contains 8740 members 
Mstep: Class 19 contains 1982 members 
Mstep: Class 20 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 357Q: 14 clusters Score -2.084923e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 48912 members 
Mstep: Class 3 contains 10382 members 
Mstep: Class 5 contains 183050 members 
Mstep: Class 7 contains 54014 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 41003 members 
Mstep: Class 10 contains 23064 members 
Mstep: Class 13 contains 20794 members 
Mstep: Class 14 contains 12505 members 
Mstep: Class 18 contains 8674 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 358Q: 14 clusters Score -2.084923e+07 nChanged 258
Entering ConstructFrom: 
Score: -20849232.000000 Penalty: 27336.611328
Entering ConstructFrom: 
Trying to split cluster 1 (8830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Entering Unmasked Estep 
Score: -471529.906250 Penalty: 1476.460327
	Iteration 0F: 2 clusters Score -471529.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -465123.375000 Penalty: 2952.920654
	Iteration 0F: 3 clusters Score -465123.4 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -467328.125000 Penalty: 2952.920654
	Iteration 1F: 3 clusters Score -467328.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -467711.437500 Penalty: 2952.920654
	Iteration 2F: 3 clusters Score -467711.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -468058.687500 Penalty: 2952.920654
	Iteration 3F: 3 clusters Score -468058.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -468448.187500 Penalty: 2952.920654
	Iteration 4F: 3 clusters Score -468448.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -468852.156250 Penalty: 2952.920654
	Iteration 5F: 3 clusters Score -468852.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -469280.343750 Penalty: 2952.920654
	Iteration 6F: 3 clusters Score -469280.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -469661.312500 Penalty: 2952.920654
	Iteration 7Q: 3 clusters Score -469661.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -469939.156250 Penalty: 2952.920654
	Iteration 8Q: 3 clusters Score -469939.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -470099.812500 Penalty: 2952.920654
	Iteration 9Q: 3 clusters Score -470099.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -470185.312500 Penalty: 2952.920654
	Iteration 10Q: 3 clusters Score -470185.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -470246.968750 Penalty: 2952.920654
	Iteration 11Q: 3 clusters Score -470247 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -470294.406250 Penalty: 2952.920654
	Iteration 12Q: 3 clusters Score -470294.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -470321.312500 Penalty: 2952.920654
	Iteration 13Q: 3 clusters Score -470321.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -470341.656250 Penalty: 2952.920654
	Iteration 14Q: 3 clusters Score -470341.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -470356.406250 Penalty: 2952.920654
	Iteration 15Q: 3 clusters Score -470356.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -470371.500000 Penalty: 2952.920654
	Iteration 16Q: 3 clusters Score -470371.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -470379.687500 Penalty: 2952.920654
	Iteration 17Q: 3 clusters Score -470379.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -470384.125000 Penalty: 2952.920654
	Iteration 18Q: 3 clusters Score -470384.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -470387.375000 Penalty: 2952.920654
	Iteration 19Q: 3 clusters Score -470387.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -470392.906250 Penalty: 2952.920654
	Iteration 20F: 3 clusters Score -470392.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -470397.406250 Penalty: 2952.920654
	Iteration 21Q: 3 clusters Score -470397.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -470400.812500 Penalty: 2952.920654
	Iteration 22Q: 3 clusters Score -470400.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -470405.343750 Penalty: 2952.920654
	Iteration 23Q: 3 clusters Score -470405.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -470407.406250 Penalty: 2952.920654
	Iteration 24Q: 3 clusters Score -470407.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -470408.812500 Penalty: 2952.920654
	Iteration 25Q: 3 clusters Score -470408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -470410.343750 Penalty: 2952.920654
	Iteration 26Q: 3 clusters Score -470410.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -470412.781250 Penalty: 2952.920654
	Iteration 27Q: 3 clusters Score -470412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -470415.031250 Penalty: 2952.920654
	Iteration 28Q: 3 clusters Score -470415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -470416.562500 Penalty: 2952.920654
	Iteration 29Q: 3 clusters Score -470416.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -470418.750000 Penalty: 2952.920654
	Iteration 30Q: 3 clusters Score -470418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -470420.625000 Penalty: 2952.920654
	Iteration 31Q: 3 clusters Score -470420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -470421.468750 Penalty: 2952.920654
	Iteration 32Q: 3 clusters Score -470421.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -470421.468750 Penalty: 2952.920654
	Iteration 33Q: 3 clusters Score -470421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -470421.437500 Penalty: 2952.920654
	Iteration 34Q: 3 clusters Score -470421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -470421.437500 Penalty: 2952.920654
	Iteration 35F: 3 clusters Score -470421.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Entering Unmasked Estep 
Score: -2584557.000000 Penalty: 1754.569214
	Iteration 0F: 2 clusters Score -2584557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -2551870.500000 Penalty: 3509.138428
	Iteration 0F: 3 clusters Score -2551870 nChanged 22941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -2565083.000000 Penalty: 3509.138428
	Iteration 1F: 3 clusters Score -2565083 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -2566060.250000 Penalty: 3509.138428
	Iteration 2Q: 3 clusters Score -2566060 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -2567661.750000 Penalty: 3509.138428
	Iteration 3F: 3 clusters Score -2567662 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -2570188.750000 Penalty: 3509.138428
	Iteration 4F: 3 clusters Score -2570189 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -2573778.000000 Penalty: 3509.138428
	Iteration 5F: 3 clusters Score -2573778 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -2577476.750000 Penalty: 3509.138428
	Iteration 6F: 3 clusters Score -2577477 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -2580391.750000 Penalty: 3509.138428
	Iteration 7F: 3 clusters Score -2580392 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -2581925.750000 Penalty: 3509.138428
	Iteration 8Q: 3 clusters Score -2581926 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -2582549.000000 Penalty: 3509.138428
	Iteration 9Q: 3 clusters Score -2582549 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -2582792.500000 Penalty: 3509.138428
	Iteration 10Q: 3 clusters Score -2582792 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -2582891.750000 Penalty: 3509.138428
	Iteration 11Q: 3 clusters Score -2582892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -2582956.000000 Penalty: 3509.138428
	Iteration 12Q: 3 clusters Score -2582956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -2582980.500000 Penalty: 3509.138428
	Iteration 13Q: 3 clusters Score -2582980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -2582995.000000 Penalty: 3509.138428
	Iteration 14Q: 3 clusters Score -2582995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -2583010.750000 Penalty: 3509.138428
	Iteration 15Q: 3 clusters Score -2583011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -2583021.500000 Penalty: 3509.138428
	Iteration 16Q: 3 clusters Score -2583022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -2583027.500000 Penalty: 3509.138428
	Iteration 17Q: 3 clusters Score -2583028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -2583030.250000 Penalty: 3509.138428
	Iteration 18Q: 3 clusters Score -2583030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -2583034.500000 Penalty: 3509.138428
	Iteration 19Q: 3 clusters Score -2583034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -2583036.000000 Penalty: 3509.138428
	Iteration 20F: 3 clusters Score -2583036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Entering Unmasked Estep 
Score: -518335.375000 Penalty: 1502.897339
	Iteration 0F: 2 clusters Score -518335.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -510897.937500 Penalty: 3005.794678
	Iteration 0F: 3 clusters Score -510897.9 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -513222.718750 Penalty: 3005.794678
	Iteration 1F: 3 clusters Score -513222.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -513477.000000 Penalty: 3005.794678
	Iteration 2F: 3 clusters Score -513477 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -513718.468750 Penalty: 3005.794678
	Iteration 3F: 3 clusters Score -513718.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -513977.437500 Penalty: 3005.794678
	Iteration 4F: 3 clusters Score -513977.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -514306.625000 Penalty: 3005.794678
	Iteration 5F: 3 clusters Score -514306.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -514720.093750 Penalty: 3005.794678
	Iteration 6F: 3 clusters Score -514720.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -515238.781250 Penalty: 3005.794678
	Iteration 7F: 3 clusters Score -515238.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -515776.437500 Penalty: 3005.794678
	Iteration 8F: 3 clusters Score -515776.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -516281.343750 Penalty: 3005.794678
	Iteration 9F: 3 clusters Score -516281.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -516659.812500 Penalty: 3005.794678
	Iteration 10Q: 3 clusters Score -516659.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -516844.937500 Penalty: 3005.794678
	Iteration 11Q: 3 clusters Score -516844.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -516956.062500 Penalty: 3005.794678
	Iteration 12Q: 3 clusters Score -516956.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -517005.750000 Penalty: 3005.794678
	Iteration 13Q: 3 clusters Score -517005.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -517038.500000 Penalty: 3005.794678
	Iteration 14Q: 3 clusters Score -517038.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -517047.187500 Penalty: 3005.794678
	Iteration 15Q: 3 clusters Score -517047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -517054.218750 Penalty: 3005.794678
	Iteration 16Q: 3 clusters Score -517054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -517059.156250 Penalty: 3005.794678
	Iteration 17Q: 3 clusters Score -517059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -517067.187500 Penalty: 3005.794678
	Iteration 18Q: 3 clusters Score -517067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -517071.406250 Penalty: 3005.794678
	Iteration 19Q: 3 clusters Score -517071.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -517071.406250 Penalty: 3005.794678
	Iteration 20F: 3 clusters Score -517071.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (183265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183265 members 
Entering Unmasked Estep 
Score: -9306730.000000 Penalty: 1969.286865
	Iteration 0F: 2 clusters Score -9306730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 91949 members 
Entering Unmasked Estep 
Score: -9183312.000000 Penalty: 3938.573730
	Iteration 0F: 3 clusters Score -9183312 nChanged 88701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -9235934.000000 Penalty: 3938.573730
	Iteration 1F: 3 clusters Score -9235934 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -9237387.000000 Penalty: 3938.573730
	Iteration 2Q: 3 clusters Score -9237387 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 106362 members 
Entering Unmasked Estep 
Score: -9239705.000000 Penalty: 3938.573730
	Iteration 3Q: 3 clusters Score -9239705 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
Score: -9244175.000000 Penalty: 3938.573730
	Iteration 4Q: 3 clusters Score -9244175 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 127542 members 
Entering Unmasked Estep 
Score: -9252500.000000 Penalty: 3938.573730
	Iteration 5F: 3 clusters Score -9252500 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 143609 members 
Entering Unmasked Estep 
Score: -9266279.000000 Penalty: 3938.573730
	Iteration 6F: 3 clusters Score -9266279 nChanged 16712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 160317 members 
Entering Unmasked Estep 
Score: -9282754.000000 Penalty: 3938.573730
	Iteration 7F: 3 clusters Score -9282754 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -9295333.000000 Penalty: 3938.573730
	Iteration 8F: 3 clusters Score -9295333 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 179270 members 
Entering Unmasked Estep 
Score: -9301549.000000 Penalty: 3938.573730
	Iteration 9Q: 3 clusters Score -9301549 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 181777 members 
Entering Unmasked Estep 
Score: -9303778.000000 Penalty: 3938.573730
	Iteration 10Q: 3 clusters Score -9303778 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 182608 members 
Entering Unmasked Estep 
Score: -9304536.000000 Penalty: 3938.573730
	Iteration 11Q: 3 clusters Score -9304536 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 182876 members 
Entering Unmasked Estep 
Score: -9304809.000000 Penalty: 3938.573730
	Iteration 12Q: 3 clusters Score -9304809 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 182963 members 
Entering Unmasked Estep 
Score: -9304899.000000 Penalty: 3938.573730
	Iteration 13Q: 3 clusters Score -9304899 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 182996 members 
Entering Unmasked Estep 
Score: -9304966.000000 Penalty: 3938.573730
	Iteration 14Q: 3 clusters Score -9304966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 183011 members 
Entering Unmasked Estep 
Score: -9305008.000000 Penalty: 3938.573730
	Iteration 15Q: 3 clusters Score -9305008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 183015 members 
Entering Unmasked Estep 
Score: -9305011.000000 Penalty: 3938.573730
	Iteration 16Q: 3 clusters Score -9305011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 183019 members 
Entering Unmasked Estep 
Score: -9305021.000000 Penalty: 3938.573730
	Iteration 17Q: 3 clusters Score -9305021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 183019 members 
Entering Unmasked Estep 
Score: -9305027.000000 Penalty: 3938.573730
	Iteration 18Q: 3 clusters Score -9305027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 183015 members 
Entering Unmasked Estep 
Score: -9305050.000000 Penalty: 3938.573730
	Iteration 19Q: 3 clusters Score -9305050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 183011 members 
Entering Unmasked Estep 
Score: -9305045.000000 Penalty: 3938.573730
	Iteration 20F: 3 clusters Score -9305045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 183011 members 
Entering Unmasked Estep 
Score: -9305050.000000 Penalty: 3938.573730
	Iteration 21Q: 3 clusters Score -9305050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 183012 members 
Entering Unmasked Estep 
Score: -9305055.000000 Penalty: 3938.573730
	Iteration 22Q: 3 clusters Score -9305055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 183012 members 
Entering Unmasked Estep 
Score: -9305058.000000 Penalty: 3938.573730
	Iteration 23Q: 3 clusters Score -9305058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 183013 members 
Entering Unmasked Estep 
Score: -9305063.000000 Penalty: 3938.573730
	Iteration 24Q: 3 clusters Score -9305063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 183014 members 
Entering Unmasked Estep 
Score: -9305066.000000 Penalty: 3938.573730
	Iteration 25Q: 3 clusters Score -9305066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 183017 members 
Entering Unmasked Estep 
Score: -9305064.000000 Penalty: 3938.573730
	Iteration 26Q: 3 clusters Score -9305064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 183016 members 
Entering Unmasked Estep 
Score: -9305072.000000 Penalty: 3938.573730
	Iteration 27Q: 3 clusters Score -9305072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 183016 members 
Entering Unmasked Estep 
Score: -9305072.000000 Penalty: 3938.573730
	Iteration 28F: 3 clusters Score -9305072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Entering Unmasked Estep 
Score: -2838548.500000 Penalty: 1770.675049
	Iteration 0F: 2 clusters Score -2838548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -2802377.500000 Penalty: 3541.350098
	Iteration 0F: 3 clusters Score -2802378 nChanged 25425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -2816614.250000 Penalty: 3541.350098
	Iteration 1F: 3 clusters Score -2816614 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -2817078.000000 Penalty: 3541.350098
	Iteration 2Q: 3 clusters Score -2817078 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -2817576.750000 Penalty: 3541.350098
	Iteration 3Q: 3 clusters Score -2817577 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -2818214.250000 Penalty: 3541.350098
	Iteration 4Q: 3 clusters Score -2818214 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -2819167.500000 Penalty: 3541.350098
	Iteration 5Q: 3 clusters Score -2819168 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -2820692.750000 Penalty: 3541.350098
	Iteration 6F: 3 clusters Score -2820693 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -2823208.000000 Penalty: 3541.350098
	Iteration 7F: 3 clusters Score -2823208 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -2826852.000000 Penalty: 3541.350098
	Iteration 8F: 3 clusters Score -2826852 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -2830905.750000 Penalty: 3541.350098
	Iteration 9F: 3 clusters Score -2830906 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -2834179.250000 Penalty: 3541.350098
	Iteration 10F: 3 clusters Score -2834179 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -2836015.000000 Penalty: 3541.350098
	Iteration 11Q: 3 clusters Score -2836015 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -2836786.000000 Penalty: 3541.350098
	Iteration 12Q: 3 clusters Score -2836786 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -2837022.500000 Penalty: 3541.350098
	Iteration 13Q: 3 clusters Score -2837022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -2837131.750000 Penalty: 3541.350098
	Iteration 14Q: 3 clusters Score -2837132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -2837167.250000 Penalty: 3541.350098
	Iteration 15Q: 3 clusters Score -2837167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -2837198.000000 Penalty: 3541.350098
	Iteration 16Q: 3 clusters Score -2837198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -2837223.250000 Penalty: 3541.350098
	Iteration 17Q: 3 clusters Score -2837223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -2837232.000000 Penalty: 3541.350098
	Iteration 18Q: 3 clusters Score -2837232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -2837237.250000 Penalty: 3541.350098
	Iteration 19Q: 3 clusters Score -2837237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -2837247.500000 Penalty: 3541.350098
	Iteration 20F: 3 clusters Score -2837248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -2837258.500000 Penalty: 3541.350098
	Iteration 21Q: 3 clusters Score -2837258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -2837262.750000 Penalty: 3541.350098
	Iteration 22Q: 3 clusters Score -2837263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -2837266.500000 Penalty: 3541.350098
	Iteration 23Q: 3 clusters Score -2837266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -2837269.000000 Penalty: 3541.350098
	Iteration 24Q: 3 clusters Score -2837269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -2837270.750000 Penalty: 3541.350098
	Iteration 25Q: 3 clusters Score -2837271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -2837270.500000 Penalty: 3541.350098
	Iteration 26Q: 3 clusters Score -2837270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -2837274.000000 Penalty: 3541.350098
	Iteration 27Q: 3 clusters Score -2837274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -2837274.500000 Penalty: 3541.350098
	Iteration 28Q: 3 clusters Score -2837274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -2837276.500000 Penalty: 3541.350098
	Iteration 29Q: 3 clusters Score -2837276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -2837280.000000 Penalty: 3541.350098
	Iteration 30Q: 3 clusters Score -2837280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -2837280.000000 Penalty: 3541.350098
	Iteration 31F: 3 clusters Score -2837280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -61188.335938 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -61188.34 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 593 members 
Entering Unmasked Estep 
Score: -59596.707031 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -59596.71 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -59851.863281 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -59851.86 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -59941.917969 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -59941.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -59996.652344 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -59996.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60037.570312 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -60037.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -60060.687500 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -60060.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60077.957031 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -60077.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -60087.417969 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -60087.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -60097.386719 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -60097.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -60098.738281 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -60098.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -60098.738281 Penalty: 2301.828369
	Iteration 10F: 3 clusters Score -60098.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Entering Unmasked Estep 
Score: -2177645.250000 Penalty: 1725.854736
	Iteration 0F: 2 clusters Score -2177645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2150111.500000 Penalty: 3451.709473
	Iteration 0F: 3 clusters Score -2150112 nChanged 19158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2160698.000000 Penalty: 3451.709473
	Iteration 1F: 3 clusters Score -2160698 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2161122.000000 Penalty: 3451.709473
	Iteration 2Q: 3 clusters Score -2161122 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2161616.500000 Penalty: 3451.709473
	Iteration 3Q: 3 clusters Score -2161616 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2162250.500000 Penalty: 3451.709473
	Iteration 4Q: 3 clusters Score -2162250 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -2163196.500000 Penalty: 3451.709473
	Iteration 5Q: 3 clusters Score -2163196 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -2164607.500000 Penalty: 3451.709473
	Iteration 6F: 3 clusters Score -2164608 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -2166526.250000 Penalty: 3451.709473
	Iteration 7F: 3 clusters Score -2166526 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -2168862.500000 Penalty: 3451.709473
	Iteration 8F: 3 clusters Score -2168862 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -2171032.750000 Penalty: 3451.709473
	Iteration 9F: 3 clusters Score -2171033 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -2172689.500000 Penalty: 3451.709473
	Iteration 10Q: 3 clusters Score -2172690 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -2173850.250000 Penalty: 3451.709473
	Iteration 11Q: 3 clusters Score -2173850 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -2174587.250000 Penalty: 3451.709473
	Iteration 12Q: 3 clusters Score -2174587 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -2175022.750000 Penalty: 3451.709473
	Iteration 13Q: 3 clusters Score -2175023 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -2175328.750000 Penalty: 3451.709473
	Iteration 14Q: 3 clusters Score -2175329 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -2175577.500000 Penalty: 3451.709473
	Iteration 15Q: 3 clusters Score -2175578 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -2175718.000000 Penalty: 3451.709473
	Iteration 16Q: 3 clusters Score -2175718 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -2175845.750000 Penalty: 3451.709473
	Iteration 17Q: 3 clusters Score -2175846 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -2175921.750000 Penalty: 3451.709473
	Iteration 18Q: 3 clusters Score -2175922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -2175979.500000 Penalty: 3451.709473
	Iteration 19Q: 3 clusters Score -2175980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -2176021.500000 Penalty: 3451.709473
	Iteration 20F: 3 clusters Score -2176022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -2176041.250000 Penalty: 3451.709473
	Iteration 21Q: 3 clusters Score -2176041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -2176058.500000 Penalty: 3451.709473
	Iteration 22Q: 3 clusters Score -2176058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -2176075.000000 Penalty: 3451.709473
	Iteration 23Q: 3 clusters Score -2176075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -2176089.500000 Penalty: 3451.709473
	Iteration 24Q: 3 clusters Score -2176090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -2176102.250000 Penalty: 3451.709473
	Iteration 25Q: 3 clusters Score -2176102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -2176111.500000 Penalty: 3451.709473
	Iteration 26Q: 3 clusters Score -2176112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -2176119.000000 Penalty: 3451.709473
	Iteration 27Q: 3 clusters Score -2176119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -2176131.250000 Penalty: 3451.709473
	Iteration 28Q: 3 clusters Score -2176131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -2176137.250000 Penalty: 3451.709473
	Iteration 29Q: 3 clusters Score -2176137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -2176140.000000 Penalty: 3451.709473
	Iteration 30Q: 3 clusters Score -2176140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -2176143.500000 Penalty: 3451.709473
	Iteration 31Q: 3 clusters Score -2176144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -2176145.750000 Penalty: 3451.709473
	Iteration 32Q: 3 clusters Score -2176146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -2176144.750000 Penalty: 3451.709473
	Iteration 33Q: 3 clusters Score -2176145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -2176145.250000 Penalty: 3451.709473
	Iteration 34Q: 3 clusters Score -2176145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -2176152.750000 Penalty: 3451.709473
	Iteration 35Q: 3 clusters Score -2176153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -2176152.250000 Penalty: 3451.709473
	Iteration 36Q: 3 clusters Score -2176152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -2176154.500000 Penalty: 3451.709473
	Iteration 37Q: 3 clusters Score -2176154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -2176152.750000 Penalty: 3451.709473
	Iteration 38Q: 3 clusters Score -2176153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -2176157.750000 Penalty: 3451.709473
	Iteration 39Q: 3 clusters Score -2176158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -2176163.750000 Penalty: 3451.709473
	Iteration 40F: 3 clusters Score -2176164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -2176166.000000 Penalty: 3451.709473
	Iteration 41Q: 3 clusters Score -2176166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -2176171.250000 Penalty: 3451.709473
	Iteration 42Q: 3 clusters Score -2176171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -2176171.500000 Penalty: 3451.709473
	Iteration 43Q: 3 clusters Score -2176172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -2176173.250000 Penalty: 3451.709473
	Iteration 44Q: 3 clusters Score -2176173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -2176175.000000 Penalty: 3451.709473
	Iteration 45Q: 3 clusters Score -2176175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -2176175.250000 Penalty: 3451.709473
	Iteration 46Q: 3 clusters Score -2176175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -2176177.750000 Penalty: 3451.709473
	Iteration 47Q: 3 clusters Score -2176178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -2176179.250000 Penalty: 3451.709473
	Iteration 48Q: 3 clusters Score -2176179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -2176181.500000 Penalty: 3451.709473
	Iteration 49Q: 3 clusters Score -2176182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -2176185.500000 Penalty: 3451.709473
	Iteration 50Q: 3 clusters Score -2176186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -2176189.500000 Penalty: 3451.709473
	Iteration 51Q: 3 clusters Score -2176190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -2176191.750000 Penalty: 3451.709473
	Iteration 52Q: 3 clusters Score -2176192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -2176191.000000 Penalty: 3451.709473
	Iteration 53Q: 3 clusters Score -2176191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -2176191.750000 Penalty: 3451.709473
	Iteration 54Q: 3 clusters Score -2176192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -2176194.250000 Penalty: 3451.709473
	Iteration 55Q: 3 clusters Score -2176194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -2176193.250000 Penalty: 3451.709473
	Iteration 56Q: 3 clusters Score -2176193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -2176195.750000 Penalty: 3451.709473
	Iteration 57Q: 3 clusters Score -2176196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -2176195.000000 Penalty: 3451.709473
	Iteration 58Q: 3 clusters Score -2176195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -2176196.750000 Penalty: 3451.709473
	Iteration 59Q: 3 clusters Score -2176197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -2176199.000000 Penalty: 3451.709473
	Iteration 60F: 3 clusters Score -2176199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -2176200.000000 Penalty: 3451.709473
	Iteration 61Q: 3 clusters Score -2176200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -2176200.500000 Penalty: 3451.709473
	Iteration 62Q: 3 clusters Score -2176200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -2176203.250000 Penalty: 3451.709473
	Iteration 63Q: 3 clusters Score -2176203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -2176202.000000 Penalty: 3451.709473
	Iteration 64Q: 3 clusters Score -2176202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -2176202.000000 Penalty: 3451.709473
	Iteration 65F: 3 clusters Score -2176202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Entering Unmasked Estep 
Score: -1218303.875000 Penalty: 1632.402100
	Iteration 0F: 2 clusters Score -1218304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1202734.375000 Penalty: 3264.804199
	Iteration 0F: 3 clusters Score -1202734 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1208331.625000 Penalty: 3264.804199
	Iteration 1F: 3 clusters Score -1208332 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1208667.375000 Penalty: 3264.804199
	Iteration 2Q: 3 clusters Score -1208667 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1209061.375000 Penalty: 3264.804199
	Iteration 3Q: 3 clusters Score -1209061 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1209629.375000 Penalty: 3264.804199
	Iteration 4F: 3 clusters Score -1209629 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1210460.875000 Penalty: 3264.804199
	Iteration 5F: 3 clusters Score -1210461 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1211749.875000 Penalty: 3264.804199
	Iteration 6F: 3 clusters Score -1211750 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1213368.375000 Penalty: 3264.804199
	Iteration 7F: 3 clusters Score -1213368 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1214982.875000 Penalty: 3264.804199
	Iteration 8F: 3 clusters Score -1214983 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1216086.000000 Penalty: 3264.804199
	Iteration 9Q: 3 clusters Score -1216086 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1216591.375000 Penalty: 3264.804199
	Iteration 10Q: 3 clusters Score -1216591 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1216769.750000 Penalty: 3264.804199
	Iteration 11Q: 3 clusters Score -1216770 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1216856.500000 Penalty: 3264.804199
	Iteration 12Q: 3 clusters Score -1216856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1216893.000000 Penalty: 3264.804199
	Iteration 13Q: 3 clusters Score -1216893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1216913.625000 Penalty: 3264.804199
	Iteration 14Q: 3 clusters Score -1216914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1216927.500000 Penalty: 3264.804199
	Iteration 15Q: 3 clusters Score -1216928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1216936.625000 Penalty: 3264.804199
	Iteration 16Q: 3 clusters Score -1216937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1216950.375000 Penalty: 3264.804199
	Iteration 17Q: 3 clusters Score -1216950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1216959.500000 Penalty: 3264.804199
	Iteration 18Q: 3 clusters Score -1216960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1216967.750000 Penalty: 3264.804199
	Iteration 19Q: 3 clusters Score -1216968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1216970.375000 Penalty: 3264.804199
	Iteration 20F: 3 clusters Score -1216970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1216974.625000 Penalty: 3264.804199
	Iteration 21Q: 3 clusters Score -1216975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1216976.875000 Penalty: 3264.804199
	Iteration 22Q: 3 clusters Score -1216977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1216976.875000 Penalty: 3264.804199
	Iteration 23F: 3 clusters Score -1216977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Entering Unmasked Estep 
Score: -1100969.125000 Penalty: 1615.494629
	Iteration 0F: 2 clusters Score -1100969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1086849.000000 Penalty: 3230.989258
	Iteration 0F: 3 clusters Score -1086849 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1092060.625000 Penalty: 3230.989258
	Iteration 1F: 3 clusters Score -1092061 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1092437.000000 Penalty: 3230.989258
	Iteration 2Q: 3 clusters Score -1092437 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1092805.875000 Penalty: 3230.989258
	Iteration 3Q: 3 clusters Score -1092806 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1093168.875000 Penalty: 3230.989258
	Iteration 4Q: 3 clusters Score -1093169 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1093561.000000 Penalty: 3230.989258
	Iteration 5Q: 3 clusters Score -1093561 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1094012.125000 Penalty: 3230.989258
	Iteration 6Q: 3 clusters Score -1094012 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1094594.750000 Penalty: 3230.989258
	Iteration 7Q: 3 clusters Score -1094595 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1095247.250000 Penalty: 3230.989258
	Iteration 8F: 3 clusters Score -1095247 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1095861.750000 Penalty: 3230.989258
	Iteration 9F: 3 clusters Score -1095862 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1096423.125000 Penalty: 3230.989258
	Iteration 10Q: 3 clusters Score -1096423 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1096814.875000 Penalty: 3230.989258
	Iteration 11Q: 3 clusters Score -1096815 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1096997.000000 Penalty: 3230.989258
	Iteration 12Q: 3 clusters Score -1096997 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1097085.500000 Penalty: 3230.989258
	Iteration 13Q: 3 clusters Score -1097086 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1097138.500000 Penalty: 3230.989258
	Iteration 14Q: 3 clusters Score -1097138 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1097164.750000 Penalty: 3230.989258
	Iteration 15Q: 3 clusters Score -1097165 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1097197.750000 Penalty: 3230.989258
	Iteration 16Q: 3 clusters Score -1097198 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1097222.000000 Penalty: 3230.989258
	Iteration 17Q: 3 clusters Score -1097222 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1097240.750000 Penalty: 3230.989258
	Iteration 18Q: 3 clusters Score -1097241 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1097257.000000 Penalty: 3230.989258
	Iteration 19Q: 3 clusters Score -1097257 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1097260.875000 Penalty: 3230.989258
	Iteration 20F: 3 clusters Score -1097261 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1097269.875000 Penalty: 3230.989258
	Iteration 21Q: 3 clusters Score -1097270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1097272.750000 Penalty: 3230.989258
	Iteration 22Q: 3 clusters Score -1097273 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1097285.750000 Penalty: 3230.989258
	Iteration 23Q: 3 clusters Score -1097286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1097296.125000 Penalty: 3230.989258
	Iteration 24Q: 3 clusters Score -1097296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1097305.000000 Penalty: 3230.989258
	Iteration 25Q: 3 clusters Score -1097305 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1097313.125000 Penalty: 3230.989258
	Iteration 26Q: 3 clusters Score -1097313 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1097330.250000 Penalty: 3230.989258
	Iteration 27Q: 3 clusters Score -1097330 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1097339.875000 Penalty: 3230.989258
	Iteration 28Q: 3 clusters Score -1097340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1097350.500000 Penalty: 3230.989258
	Iteration 29Q: 3 clusters Score -1097350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1097365.125000 Penalty: 3230.989258
	Iteration 30Q: 3 clusters Score -1097365 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1097372.375000 Penalty: 3230.989258
	Iteration 31Q: 3 clusters Score -1097372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1097379.000000 Penalty: 3230.989258
	Iteration 32Q: 3 clusters Score -1097379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1097387.000000 Penalty: 3230.989258
	Iteration 33Q: 3 clusters Score -1097387 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1097394.750000 Penalty: 3230.989258
	Iteration 34Q: 3 clusters Score -1097395 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1097406.750000 Penalty: 3230.989258
	Iteration 35Q: 3 clusters Score -1097407 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1097421.125000 Penalty: 3230.989258
	Iteration 36Q: 3 clusters Score -1097421 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1097430.125000 Penalty: 3230.989258
	Iteration 37Q: 3 clusters Score -1097430 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1097440.750000 Penalty: 3230.989258
	Iteration 38Q: 3 clusters Score -1097441 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1097451.125000 Penalty: 3230.989258
	Iteration 39Q: 3 clusters Score -1097451 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1097460.750000 Penalty: 3230.989258
	Iteration 40F: 3 clusters Score -1097461 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1097477.500000 Penalty: 3230.989258
	Iteration 41Q: 3 clusters Score -1097478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1097493.375000 Penalty: 3230.989258
	Iteration 42Q: 3 clusters Score -1097493 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1097514.500000 Penalty: 3230.989258
	Iteration 43Q: 3 clusters Score -1097514 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1097531.500000 Penalty: 3230.989258
	Iteration 44Q: 3 clusters Score -1097532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1097547.250000 Penalty: 3230.989258
	Iteration 45Q: 3 clusters Score -1097547 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1097569.750000 Penalty: 3230.989258
	Iteration 46Q: 3 clusters Score -1097570 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1097601 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1097632 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1097661 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1097693.500000 Penalty: 3230.989258
	Iteration 50Q: 3 clusters Score -1097694 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1097730.625000 Penalty: 3230.989258
	Iteration 51Q: 3 clusters Score -1097731 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1097767.500000 Penalty: 3230.989258
	Iteration 52Q: 3 clusters Score -1097768 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1097810.375000 Penalty: 3230.989258
	Iteration 53Q: 3 clusters Score -1097810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1097853.125000 Penalty: 3230.989258
	Iteration 54Q: 3 clusters Score -1097853 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1097900.500000 Penalty: 3230.989258
	Iteration 55Q: 3 clusters Score -1097900 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1097940.500000 Penalty: 3230.989258
	Iteration 56Q: 3 clusters Score -1097940 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1097980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1098010.625000 Penalty: 3230.989258
	Iteration 58Q: 3 clusters Score -1098011 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1098046.500000 Penalty: 3230.989258
	Iteration 59Q: 3 clusters Score -1098046 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1098080.500000 Penalty: 3230.989258
	Iteration 60F: 3 clusters Score -1098080 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1098104.625000 Penalty: 3230.989258
	Iteration 61Q: 3 clusters Score -1098105 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1098132.375000 Penalty: 3230.989258
	Iteration 62Q: 3 clusters Score -1098132 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1098154.125000 Penalty: 3230.989258
	Iteration 63Q: 3 clusters Score -1098154 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1098173.875000 Penalty: 3230.989258
	Iteration 64Q: 3 clusters Score -1098174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1098203 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1098228.750000 Penalty: 3230.989258
	Iteration 66Q: 3 clusters Score -1098229 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1098257.875000 Penalty: 3230.989258
	Iteration 67Q: 3 clusters Score -1098258 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1098296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1098329.625000 Penalty: 3230.989258
	Iteration 69Q: 3 clusters Score -1098330 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1098362.875000 Penalty: 3230.989258
	Iteration 70Q: 3 clusters Score -1098363 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1098397.000000 Penalty: 3230.989258
	Iteration 71Q: 3 clusters Score -1098397 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1098429.125000 Penalty: 3230.989258
	Iteration 72Q: 3 clusters Score -1098429 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1098453.875000 Penalty: 3230.989258
	Iteration 73Q: 3 clusters Score -1098454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1098481 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1098514.375000 Penalty: 3230.989258
	Iteration 75Q: 3 clusters Score -1098514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1098535 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1098558 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1098582 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1098611 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1098632.500000 Penalty: 3230.989258
	Iteration 80F: 3 clusters Score -1098632 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1098661.500000 Penalty: 3230.989258
	Iteration 81Q: 3 clusters Score -1098662 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1098682.000000 Penalty: 3230.989258
	Iteration 82Q: 3 clusters Score -1098682 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1098704.000000 Penalty: 3230.989258
	Iteration 83Q: 3 clusters Score -1098704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1098730.000000 Penalty: 3230.989258
	Iteration 84Q: 3 clusters Score -1098730 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1098755.000000 Penalty: 3230.989258
	Iteration 85Q: 3 clusters Score -1098755 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1098772.750000 Penalty: 3230.989258
	Iteration 86Q: 3 clusters Score -1098773 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1098795.625000 Penalty: 3230.989258
	Iteration 87Q: 3 clusters Score -1098796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1098816.625000 Penalty: 3230.989258
	Iteration 88Q: 3 clusters Score -1098817 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1098845.000000 Penalty: 3230.989258
	Iteration 89Q: 3 clusters Score -1098845 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1098871 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1098893.625000 Penalty: 3230.989258
	Iteration 91Q: 3 clusters Score -1098894 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1098920.250000 Penalty: 3230.989258
	Iteration 92Q: 3 clusters Score -1098920 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1098941.750000 Penalty: 3230.989258
	Iteration 93Q: 3 clusters Score -1098942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1098958.750000 Penalty: 3230.989258
	Iteration 94Q: 3 clusters Score -1098959 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1098996 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1099026.500000 Penalty: 3230.989258
	Iteration 96Q: 3 clusters Score -1099026 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -1099064.125000 Penalty: 3230.989258
	Iteration 97Q: 3 clusters Score -1099064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1099102.875000 Penalty: 3230.989258
	Iteration 98Q: 3 clusters Score -1099103 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1099141.375000 Penalty: 3230.989258
	Iteration 99Q: 3 clusters Score -1099141 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1099176.500000 Penalty: 3230.989258
	Iteration 100F: 3 clusters Score -1099176 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1099198.125000 Penalty: 3230.989258
	Iteration 101Q: 3 clusters Score -1099198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1099212.125000 Penalty: 3230.989258
	Iteration 102Q: 3 clusters Score -1099212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1099236.375000 Penalty: 3230.989258
	Iteration 103Q: 3 clusters Score -1099236 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1099252.500000 Penalty: 3230.989258
	Iteration 104Q: 3 clusters Score -1099252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -1099275.250000 Penalty: 3230.989258
	Iteration 105Q: 3 clusters Score -1099275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1099302.750000 Penalty: 3230.989258
	Iteration 106Q: 3 clusters Score -1099303 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -1099327.875000 Penalty: 3230.989258
	Iteration 107Q: 3 clusters Score -1099328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1099358.625000 Penalty: 3230.989258
	Iteration 108Q: 3 clusters Score -1099359 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -1099383.625000 Penalty: 3230.989258
	Iteration 109Q: 3 clusters Score -1099384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1099408.375000 Penalty: 3230.989258
	Iteration 110Q: 3 clusters Score -1099408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -1099423.500000 Penalty: 3230.989258
	Iteration 111Q: 3 clusters Score -1099424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -1099442.375000 Penalty: 3230.989258
	Iteration 112Q: 3 clusters Score -1099442 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1099456.500000 Penalty: 3230.989258
	Iteration 113Q: 3 clusters Score -1099456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -1099464.000000 Penalty: 3230.989258
	Iteration 114Q: 3 clusters Score -1099464 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1099473.250000 Penalty: 3230.989258
	Iteration 115Q: 3 clusters Score -1099473 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1099477.875000 Penalty: 3230.989258
	Iteration 116Q: 3 clusters Score -1099478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1099485.375000 Penalty: 3230.989258
	Iteration 117Q: 3 clusters Score -1099485 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1099489.625000 Penalty: 3230.989258
	Iteration 118Q: 3 clusters Score -1099490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1099493.500000 Penalty: 3230.989258
	Iteration 119Q: 3 clusters Score -1099494 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1099498.375000 Penalty: 3230.989258
	Iteration 120F: 3 clusters Score -1099498 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1099502.875000 Penalty: 3230.989258
	Iteration 121Q: 3 clusters Score -1099503 nChanged 19
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Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1099509.000000 Penalty: 3230.989258
	Iteration 122Q: 3 clusters Score -1099509 nChanged 24
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Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -1099515.375000 Penalty: 3230.989258
	Iteration 123Q: 3 clusters Score -1099515 nChanged 15
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Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -1099517.625000 Penalty: 3230.989258
	Iteration 124Q: 3 clusters Score -1099518 nChanged 15
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Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -1099519.000000 Penalty: 3230.989258
	Iteration 125Q: 3 clusters Score -1099519 nChanged 17
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Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1099523.625000 Penalty: 3230.989258
	Iteration 126Q: 3 clusters Score -1099524 nChanged 16
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Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1099528.250000 Penalty: 3230.989258
	Iteration 127Q: 3 clusters Score -1099528 nChanged 17
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Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1099530.125000 Penalty: 3230.989258
	Iteration 128Q: 3 clusters Score -1099530 nChanged 16
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Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -1099535.250000 Penalty: 3230.989258
	Iteration 129Q: 3 clusters Score -1099535 nChanged 17
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Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -1099544.375000 Penalty: 3230.989258
	Iteration 130Q: 3 clusters Score -1099544 nChanged 18
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Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1099549.750000 Penalty: 3230.989258
	Iteration 131Q: 3 clusters Score -1099550 nChanged 20
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Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -1099555.250000 Penalty: 3230.989258
	Iteration 132Q: 3 clusters Score -1099555 nChanged 16
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Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -1099557.500000 Penalty: 3230.989258
	Iteration 133Q: 3 clusters Score -1099558 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -1099560.375000 Penalty: 3230.989258
	Iteration 134Q: 3 clusters Score -1099560 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -1099565.250000 Penalty: 3230.989258
	Iteration 135Q: 3 clusters Score -1099565 nChanged 13
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Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1099570.875000 Penalty: 3230.989258
	Iteration 136Q: 3 clusters Score -1099571 nChanged 9
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Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1099570 nChanged 13
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Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -1099575.750000 Penalty: 3230.989258
	Iteration 138Q: 3 clusters Score -1099576 nChanged 14
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Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1099582.125000 Penalty: 3230.989258
	Iteration 139Q: 3 clusters Score -1099582 nChanged 13
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Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -1099586.375000 Penalty: 3230.989258
	Iteration 140F: 3 clusters Score -1099586 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -1099589.500000 Penalty: 3230.989258
	Iteration 141Q: 3 clusters Score -1099590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -1099587.500000 Penalty: 3230.989258
	Iteration 142Q: 3 clusters Score -1099588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -1099589.125000 Penalty: 3230.989258
	Iteration 143Q: 3 clusters Score -1099589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -1099590.000000 Penalty: 3230.989258
	Iteration 144Q: 3 clusters Score -1099590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -1099589.375000 Penalty: 3230.989258
	Iteration 145Q: 3 clusters Score -1099589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -1099590.000000 Penalty: 3230.989258
	Iteration 146Q: 3 clusters Score -1099590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1099589.375000 Penalty: 3230.989258
	Iteration 147Q: 3 clusters Score -1099589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1099589.375000 Penalty: 3230.989258
	Iteration 148F: 3 clusters Score -1099589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Entering Unmasked Estep 
Score: -659873.437500 Penalty: 1532.394287
	Iteration 0F: 2 clusters Score -659873.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -651171.250000 Penalty: 3064.788574
	Iteration 0F: 3 clusters Score -651171.2 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -654091.250000 Penalty: 3064.788574
	Iteration 1F: 3 clusters Score -654091.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -654327.875000 Penalty: 3064.788574
	Iteration 2F: 3 clusters Score -654327.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -654552.750000 Penalty: 3064.788574
	Iteration 3Q: 3 clusters Score -654552.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -654812.937500 Penalty: 3064.788574
	Iteration 4Q: 3 clusters Score -654812.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -655117.687500 Penalty: 3064.788574
	Iteration 5Q: 3 clusters Score -655117.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -655478.000000 Penalty: 3064.788574
	Iteration 6Q: 3 clusters Score -655478 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -655892.812500 Penalty: 3064.788574
	Iteration 7F: 3 clusters Score -655892.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -656347.062500 Penalty: 3064.788574
	Iteration 8F: 3 clusters Score -656347.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -656790.625000 Penalty: 3064.788574
	Iteration 9F: 3 clusters Score -656790.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -657160.750000 Penalty: 3064.788574
	Iteration 10Q: 3 clusters Score -657160.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -657469.562500 Penalty: 3064.788574
	Iteration 11Q: 3 clusters Score -657469.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -657672.812500 Penalty: 3064.788574
	Iteration 12Q: 3 clusters Score -657672.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -657801.312500 Penalty: 3064.788574
	Iteration 13Q: 3 clusters Score -657801.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -657910.750000 Penalty: 3064.788574
	Iteration 14Q: 3 clusters Score -657910.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -657989.562500 Penalty: 3064.788574
	Iteration 15Q: 3 clusters Score -657989.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -658050.250000 Penalty: 3064.788574
	Iteration 16Q: 3 clusters Score -658050.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -658106.875000 Penalty: 3064.788574
	Iteration 17Q: 3 clusters Score -658106.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -658168.312500 Penalty: 3064.788574
	Iteration 18Q: 3 clusters Score -658168.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -658226.000000 Penalty: 3064.788574
	Iteration 19Q: 3 clusters Score -658226 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -658284.125000 Penalty: 3064.788574
	Iteration 20F: 3 clusters Score -658284.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -658334.562500 Penalty: 3064.788574
	Iteration 21Q: 3 clusters Score -658334.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -658380.937500 Penalty: 3064.788574
	Iteration 22Q: 3 clusters Score -658380.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -658420.062500 Penalty: 3064.788574
	Iteration 23Q: 3 clusters Score -658420.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -658464.000000 Penalty: 3064.788574
	Iteration 24Q: 3 clusters Score -658464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -658501.437500 Penalty: 3064.788574
	Iteration 25Q: 3 clusters Score -658501.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -658528.062500 Penalty: 3064.788574
	Iteration 26Q: 3 clusters Score -658528.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -658555.687500 Penalty: 3064.788574
	Iteration 27Q: 3 clusters Score -658555.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -658578.125000 Penalty: 3064.788574
	Iteration 28Q: 3 clusters Score -658578.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -658594.312500 Penalty: 3064.788574
	Iteration 29Q: 3 clusters Score -658594.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -658606.750000 Penalty: 3064.788574
	Iteration 30Q: 3 clusters Score -658606.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -658616.062500 Penalty: 3064.788574
	Iteration 31Q: 3 clusters Score -658616.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -658628.000000 Penalty: 3064.788574
	Iteration 32Q: 3 clusters Score -658628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -658642.375000 Penalty: 3064.788574
	Iteration 33Q: 3 clusters Score -658642.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -658654.125000 Penalty: 3064.788574
	Iteration 34Q: 3 clusters Score -658654.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -658665.625000 Penalty: 3064.788574
	Iteration 35Q: 3 clusters Score -658665.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -658677.625000 Penalty: 3064.788574
	Iteration 36Q: 3 clusters Score -658677.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -658685.937500 Penalty: 3064.788574
	Iteration 37Q: 3 clusters Score -658685.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -658698.312500 Penalty: 3064.788574
	Iteration 38Q: 3 clusters Score -658698.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -658705.625000 Penalty: 3064.788574
	Iteration 39Q: 3 clusters Score -658705.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -658709.750000 Penalty: 3064.788574
	Iteration 40F: 3 clusters Score -658709.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -658714.125000 Penalty: 3064.788574
	Iteration 41Q: 3 clusters Score -658714.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -658717.750000 Penalty: 3064.788574
	Iteration 42Q: 3 clusters Score -658717.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -658719.875000 Penalty: 3064.788574
	Iteration 43Q: 3 clusters Score -658719.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -658728.187500 Penalty: 3064.788574
	Iteration 44Q: 3 clusters Score -658728.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -658738.125000 Penalty: 3064.788574
	Iteration 45Q: 3 clusters Score -658738.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -658743.125000 Penalty: 3064.788574
	Iteration 46Q: 3 clusters Score -658743.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -658745.625000 Penalty: 3064.788574
	Iteration 47Q: 3 clusters Score -658745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -658750.250000 Penalty: 3064.788574
	Iteration 48Q: 3 clusters Score -658750.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -658756.062500 Penalty: 3064.788574
	Iteration 49Q: 3 clusters Score -658756.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -658759.687500 Penalty: 3064.788574
	Iteration 50Q: 3 clusters Score -658759.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -658766.000000 Penalty: 3064.788574
	Iteration 51Q: 3 clusters Score -658766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -658769.687500 Penalty: 3064.788574
	Iteration 52Q: 3 clusters Score -658769.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -658773.250000 Penalty: 3064.788574
	Iteration 53Q: 3 clusters Score -658773.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -658784.312500 Penalty: 3064.788574
	Iteration 54Q: 3 clusters Score -658784.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -658793.875000 Penalty: 3064.788574
	Iteration 55Q: 3 clusters Score -658793.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -658801.125000 Penalty: 3064.788574
	Iteration 56Q: 3 clusters Score -658801.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -658815.750000 Penalty: 3064.788574
	Iteration 57Q: 3 clusters Score -658815.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -658828.437500 Penalty: 3064.788574
	Iteration 58Q: 3 clusters Score -658828.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -658845.187500 Penalty: 3064.788574
	Iteration 59Q: 3 clusters Score -658845.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -658875.750000 Penalty: 3064.788574
	Iteration 60F: 3 clusters Score -658875.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -658902.000000 Penalty: 3064.788574
	Iteration 61Q: 3 clusters Score -658902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -658931.187500 Penalty: 3064.788574
	Iteration 62Q: 3 clusters Score -658931.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -658953.750000 Penalty: 3064.788574
	Iteration 63Q: 3 clusters Score -658953.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -658968.562500 Penalty: 3064.788574
	Iteration 64Q: 3 clusters Score -658968.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -658976.937500 Penalty: 3064.788574
	Iteration 65Q: 3 clusters Score -658976.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -658985.562500 Penalty: 3064.788574
	Iteration 66Q: 3 clusters Score -658985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -658988.750000 Penalty: 3064.788574
	Iteration 67Q: 3 clusters Score -658988.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -658996.937500 Penalty: 3064.788574
	Iteration 68Q: 3 clusters Score -658996.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -659001.687500 Penalty: 3064.788574
	Iteration 69Q: 3 clusters Score -659001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -659004.062500 Penalty: 3064.788574
	Iteration 70Q: 3 clusters Score -659004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -659006.062500 Penalty: 3064.788574
	Iteration 71Q: 3 clusters Score -659006.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -659006.937500 Penalty: 3064.788574
	Iteration 72Q: 3 clusters Score -659006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -659006.437500 Penalty: 3064.788574
	Iteration 73Q: 3 clusters Score -659006.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -659006.437500 Penalty: 3064.788574
	Iteration 74F: 3 clusters Score -659006.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Entering Unmasked Estep 
Score: -466885.125000 Penalty: 1472.398193
	Iteration 0F: 2 clusters Score -466885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -460555.000000 Penalty: 2944.796387
	Iteration 0F: 3 clusters Score -460555 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -462509.875000 Penalty: 2944.796387
	Iteration 1F: 3 clusters Score -462509.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -462712.906250 Penalty: 2944.796387
	Iteration 2F: 3 clusters Score -462712.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -462875.000000 Penalty: 2944.796387
	Iteration 3Q: 3 clusters Score -462875 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -463014.750000 Penalty: 2944.796387
	Iteration 4Q: 3 clusters Score -463014.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -463167.312500 Penalty: 2944.796387
	Iteration 5Q: 3 clusters Score -463167.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -463315.781250 Penalty: 2944.796387
	Iteration 6Q: 3 clusters Score -463315.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -463465.437500 Penalty: 2944.796387
	Iteration 7Q: 3 clusters Score -463465.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -463652.093750 Penalty: 2944.796387
	Iteration 8Q: 3 clusters Score -463652.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -463891.500000 Penalty: 2944.796387
	Iteration 9Q: 3 clusters Score -463891.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -464139.593750 Penalty: 2944.796387
	Iteration 10Q: 3 clusters Score -464139.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -464373.187500 Penalty: 2944.796387
	Iteration 11Q: 3 clusters Score -464373.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -464582.093750 Penalty: 2944.796387
	Iteration 12Q: 3 clusters Score -464582.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -464772.468750 Penalty: 2944.796387
	Iteration 13Q: 3 clusters Score -464772.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -464949.781250 Penalty: 2944.796387
	Iteration 14Q: 3 clusters Score -464949.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -465097.750000 Penalty: 2944.796387
	Iteration 15Q: 3 clusters Score -465097.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -465212.250000 Penalty: 2944.796387
	Iteration 16Q: 3 clusters Score -465212.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -465287.062500 Penalty: 2944.796387
	Iteration 17Q: 3 clusters Score -465287.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -465348.093750 Penalty: 2944.796387
	Iteration 18Q: 3 clusters Score -465348.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -465399.906250 Penalty: 2944.796387
	Iteration 19Q: 3 clusters Score -465399.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -465433.250000 Penalty: 2944.796387
	Iteration 20F: 3 clusters Score -465433.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -465460.500000 Penalty: 2944.796387
	Iteration 21Q: 3 clusters Score -465460.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -465483.718750 Penalty: 2944.796387
	Iteration 22Q: 3 clusters Score -465483.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -465508.625000 Penalty: 2944.796387
	Iteration 23Q: 3 clusters Score -465508.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -465529.062500 Penalty: 2944.796387
	Iteration 24Q: 3 clusters Score -465529.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -465546.125000 Penalty: 2944.796387
	Iteration 25Q: 3 clusters Score -465546.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -465559.718750 Penalty: 2944.796387
	Iteration 26Q: 3 clusters Score -465559.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -465572.750000 Penalty: 2944.796387
	Iteration 27Q: 3 clusters Score -465572.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -465578.343750 Penalty: 2944.796387
	Iteration 28Q: 3 clusters Score -465578.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -465581.937500 Penalty: 2944.796387
	Iteration 29Q: 3 clusters Score -465581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -465581.875000 Penalty: 2944.796387
	Iteration 30Q: 3 clusters Score -465581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -465585.125000 Penalty: 2944.796387
	Iteration 31Q: 3 clusters Score -465585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -465586.906250 Penalty: 2944.796387
	Iteration 32Q: 3 clusters Score -465586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -465587.156250 Penalty: 2944.796387
	Iteration 33Q: 3 clusters Score -465587.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -465587.156250 Penalty: 2944.796387
	Iteration 34F: 3 clusters Score -465587.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -93563.578125 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -93563.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -91467.671875 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -91467.67 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -91956.593750 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -91956.59 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -92116.140625 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -92116.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -92220.734375 Penalty: 2467.191162
	Iteration 3F: 3 clusters Score -92220.73 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -92294.500000 Penalty: 2467.191162
	Iteration 4Q: 3 clusters Score -92294.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -92361.835938 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -92361.84 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -92414.398438 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -92414.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -92459.617188 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -92459.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -92499.179688 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -92499.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -92537.179688 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -92537.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -92575.203125 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -92575.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -92603.242188 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -92603.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -92624.109375 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -92624.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -92644.406250 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -92644.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -92659.523438 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -92659.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -92671.843750 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -92671.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -92683.828125 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -92683.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -92693.031250 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -92693.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -92701.304688 Penalty: 2467.191162
	Iteration 18Q: 3 clusters Score -92701.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -92715.726562 Penalty: 2467.191162
	Iteration 19Q: 3 clusters Score -92715.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -92724.562500 Penalty: 2467.191162
	Iteration 20F: 3 clusters Score -92724.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -92731.000000 Penalty: 2467.191162
	Iteration 21Q: 3 clusters Score -92731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -92734.414062 Penalty: 2467.191162
	Iteration 22Q: 3 clusters Score -92734.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -92736.929688 Penalty: 2467.191162
	Iteration 23Q: 3 clusters Score -92736.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -92737.789062 Penalty: 2467.191162
	Iteration 24Q: 3 clusters Score -92737.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -92738.359375 Penalty: 2467.191162
	Iteration 25Q: 3 clusters Score -92738.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -92738.359375 Penalty: 2467.191162
	Iteration 26F: 3 clusters Score -92738.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -127416.843750 Penalty: 1265.853638
	Iteration 0F: 2 clusters Score -127416.8 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 1190 members 
Entering Unmasked Estep 
Score: -125075.078125 Penalty: 2531.707275
	Iteration 0F: 3 clusters Score -125075.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -125588.617188 Penalty: 2531.707275
	Iteration 1F: 3 clusters Score -125588.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -125717.226562 Penalty: 2531.707275
	Iteration 2F: 3 clusters Score -125717.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -125774.757812 Penalty: 2531.707275
	Iteration 3Q: 3 clusters Score -125774.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -125803.117188 Penalty: 2531.707275
	Iteration 4Q: 3 clusters Score -125803.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -125822.406250 Penalty: 2531.707275
	Iteration 5Q: 3 clusters Score -125822.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -125835.445312 Penalty: 2531.707275
	Iteration 6Q: 3 clusters Score -125835.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -125845.695312 Penalty: 2531.707275
	Iteration 7Q: 3 clusters Score -125845.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -125854.101562 Penalty: 2531.707275
	Iteration 8Q: 3 clusters Score -125854.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -125862.007812 Penalty: 2531.707275
	Iteration 9Q: 3 clusters Score -125862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -125867.937500 Penalty: 2531.707275
	Iteration 10Q: 3 clusters Score -125867.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -125872.664062 Penalty: 2531.707275
	Iteration 11Q: 3 clusters Score -125872.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -125878.742188 Penalty: 2531.707275
	Iteration 12Q: 3 clusters Score -125878.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -125885.906250 Penalty: 2531.707275
	Iteration 13Q: 3 clusters Score -125885.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -125892.757812 Penalty: 2531.707275
	Iteration 14Q: 3 clusters Score -125892.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -125896.757812 Penalty: 2531.707275
	Iteration 15Q: 3 clusters Score -125896.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -125899.171875 Penalty: 2531.707275
	Iteration 16Q: 3 clusters Score -125899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -125902.882812 Penalty: 2531.707275
	Iteration 17Q: 3 clusters Score -125902.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -125909.000000 Penalty: 2531.707275
	Iteration 18Q: 3 clusters Score -125909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -125911.531250 Penalty: 2531.707275
	Iteration 19Q: 3 clusters Score -125911.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -125912.851562 Penalty: 2531.707275
	Iteration 20F: 3 clusters Score -125912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -125914.242188 Penalty: 2531.707275
	Iteration 21Q: 3 clusters Score -125914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -125915.117188 Penalty: 2531.707275
	Iteration 22Q: 3 clusters Score -125915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -125916.273438 Penalty: 2531.707275
	Iteration 23Q: 3 clusters Score -125916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -125917.039062 Penalty: 2531.707275
	Iteration 24Q: 3 clusters Score -125917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -125918.257812 Penalty: 2531.707275
	Iteration 25Q: 3 clusters Score -125918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -125918.328125 Penalty: 2531.707275
	Iteration 26Q: 3 clusters Score -125918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -125918.671875 Penalty: 2531.707275
	Iteration 27Q: 3 clusters Score -125918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -125918.671875 Penalty: 2531.707275
	Iteration 28F: 3 clusters Score -125918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 48891 members 
Mstep: Class 3 contains 10390 members 
Mstep: Class 5 contains 183265 members 
Mstep: Class 7 contains 53985 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40972 members 
Mstep: Class 10 contains 23053 members 
Mstep: Class 13 contains 20775 members 
Mstep: Class 14 contains 12458 members 
Mstep: Class 18 contains 8612 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849262.000000 Penalty: 27336.611328
Iteration 359Q: 14 clusters Score -2.084926e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 48869 members 
Mstep: Class 3 contains 10391 members 
Mstep: Class 5 contains 183454 members 
Mstep: Class 7 contains 53957 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40940 members 
Mstep: Class 10 contains 23048 members 
Mstep: Class 13 contains 20765 members 
Mstep: Class 14 contains 12425 members 
Mstep: Class 18 contains 8552 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849268.000000 Penalty: 27336.611328
Iteration 360F: 14 clusters Score -2.084927e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 48843 members 
Mstep: Class 3 contains 10394 members 
Mstep: Class 5 contains 183624 members 
Mstep: Class 7 contains 53946 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40914 members 
Mstep: Class 10 contains 23041 members 
Mstep: Class 13 contains 20751 members 
Mstep: Class 14 contains 12389 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849236.000000 Penalty: 27336.611328
Iteration 361Q: 14 clusters Score -2.084924e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 48822 members 
Mstep: Class 3 contains 10397 members 
Mstep: Class 5 contains 183787 members 
Mstep: Class 7 contains 53938 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40891 members 
Mstep: Class 10 contains 23033 members 
Mstep: Class 13 contains 20741 members 
Mstep: Class 14 contains 12353 members 
Mstep: Class 18 contains 8450 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849256.000000 Penalty: 27336.611328
Iteration 362Q: 14 clusters Score -2.084926e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 48797 members 
Mstep: Class 3 contains 10400 members 
Mstep: Class 5 contains 183945 members 
Mstep: Class 7 contains 53929 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40872 members 
Mstep: Class 10 contains 23023 members 
Mstep: Class 13 contains 20728 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 18 contains 8403 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849246.000000 Penalty: 27336.611328
Iteration 363Q: 14 clusters Score -2.084925e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 48776 members 
Mstep: Class 3 contains 10401 members 
Mstep: Class 5 contains 184085 members 
Mstep: Class 7 contains 53921 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40851 members 
Mstep: Class 10 contains 23011 members 
Mstep: Class 13 contains 20714 members 
Mstep: Class 14 contains 12285 members 
Mstep: Class 18 contains 8376 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849280.000000 Penalty: 27336.611328
Iteration 364Q: 14 clusters Score -2.084928e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 48758 members 
Mstep: Class 3 contains 10402 members 
Mstep: Class 5 contains 184202 members 
Mstep: Class 7 contains 53912 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40835 members 
Mstep: Class 10 contains 23000 members 
Mstep: Class 13 contains 20699 members 
Mstep: Class 14 contains 12263 members 
Mstep: Class 18 contains 8352 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849270.000000 Penalty: 27336.611328
Iteration 365Q: 14 clusters Score -2.084927e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 48737 members 
Mstep: Class 3 contains 10401 members 
Mstep: Class 5 contains 184304 members 
Mstep: Class 7 contains 53903 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40817 members 
Mstep: Class 10 contains 22991 members 
Mstep: Class 13 contains 20691 members 
Mstep: Class 14 contains 12248 members 
Mstep: Class 18 contains 8332 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849264.000000 Penalty: 27336.611328
Iteration 366Q: 14 clusters Score -2.084926e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 48716 members 
Mstep: Class 3 contains 10403 members 
Mstep: Class 5 contains 184419 members 
Mstep: Class 7 contains 53895 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40804 members 
Mstep: Class 10 contains 22979 members 
Mstep: Class 13 contains 20674 members 
Mstep: Class 14 contains 12235 members 
Mstep: Class 18 contains 8299 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849296.000000 Penalty: 27336.611328
Iteration 367Q: 14 clusters Score -2.08493e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 48697 members 
Mstep: Class 3 contains 10404 members 
Mstep: Class 5 contains 184532 members 
Mstep: Class 7 contains 53883 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40798 members 
Mstep: Class 10 contains 22969 members 
Mstep: Class 13 contains 20653 members 
Mstep: Class 14 contains 12217 members 
Mstep: Class 18 contains 8274 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849314.000000 Penalty: 27336.611328
Iteration 368Q: 14 clusters Score -2.084931e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 48683 members 
Mstep: Class 3 contains 10406 members 
Mstep: Class 5 contains 184640 members 
Mstep: Class 7 contains 53872 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40789 members 
Mstep: Class 10 contains 22963 members 
Mstep: Class 13 contains 20637 members 
Mstep: Class 14 contains 12192 members 
Mstep: Class 18 contains 8251 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849306.000000 Penalty: 27336.611328
Iteration 369Q: 14 clusters Score -2.084931e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 48676 members 
Mstep: Class 3 contains 10412 members 
Mstep: Class 5 contains 184730 members 
Mstep: Class 7 contains 53868 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40781 members 
Mstep: Class 10 contains 22961 members 
Mstep: Class 13 contains 20621 members 
Mstep: Class 14 contains 12166 members 
Mstep: Class 18 contains 8231 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849254.000000 Penalty: 27336.611328
Iteration 370Q: 14 clusters Score -2.084925e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 48665 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 5 contains 184819 members 
Mstep: Class 7 contains 53861 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40779 members 
Mstep: Class 10 contains 22955 members 
Mstep: Class 13 contains 20608 members 
Mstep: Class 14 contains 12143 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849278.000000 Penalty: 27336.611328
Iteration 371Q: 14 clusters Score -2.084928e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 48652 members 
Mstep: Class 3 contains 10414 members 
Mstep: Class 5 contains 184900 members 
Mstep: Class 7 contains 53850 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40775 members 
Mstep: Class 10 contains 22952 members 
Mstep: Class 13 contains 20602 members 
Mstep: Class 14 contains 12124 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849250.000000 Penalty: 27336.611328
Iteration 372Q: 14 clusters Score -2.084925e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 48642 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 5 contains 184971 members 
Mstep: Class 7 contains 53848 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40774 members 
Mstep: Class 10 contains 22952 members 
Mstep: Class 13 contains 20593 members 
Mstep: Class 14 contains 12108 members 
Mstep: Class 18 contains 8176 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849262.000000 Penalty: 27336.611328
Iteration 373Q: 14 clusters Score -2.084926e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 48638 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 5 contains 185034 members 
Mstep: Class 7 contains 53843 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40770 members 
Mstep: Class 10 contains 22948 members 
Mstep: Class 13 contains 20586 members 
Mstep: Class 14 contains 12092 members 
Mstep: Class 18 contains 8166 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849260.000000 Penalty: 27336.611328
Iteration 374Q: 14 clusters Score -2.084926e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 48634 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 5 contains 185095 members 
Mstep: Class 7 contains 53835 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40765 members 
Mstep: Class 10 contains 22943 members 
Mstep: Class 13 contains 20577 members 
Mstep: Class 14 contains 12082 members 
Mstep: Class 18 contains 8157 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849252.000000 Penalty: 27336.611328
Iteration 375Q: 14 clusters Score -2.084925e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 48626 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 5 contains 185154 members 
Mstep: Class 7 contains 53834 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40758 members 
Mstep: Class 10 contains 22939 members 
Mstep: Class 13 contains 20567 members 
Mstep: Class 14 contains 12068 members 
Mstep: Class 18 contains 8146 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849234.000000 Penalty: 27336.611328
Iteration 376Q: 14 clusters Score -2.084923e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 48620 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 5 contains 185202 members 
Mstep: Class 7 contains 53833 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40755 members 
Mstep: Class 10 contains 22938 members 
Mstep: Class 13 contains 20558 members 
Mstep: Class 14 contains 12052 members 
Mstep: Class 18 contains 8135 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849234.000000 Penalty: 27336.611328
Iteration 377Q: 14 clusters Score -2.084923e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 48615 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 5 contains 185249 members 
Mstep: Class 7 contains 53829 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40753 members 
Mstep: Class 10 contains 22935 members 
Mstep: Class 13 contains 20550 members 
Mstep: Class 14 contains 12041 members 
Mstep: Class 18 contains 8126 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849254.000000 Penalty: 27336.611328
Iteration 378Q: 14 clusters Score -2.084925e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 48612 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 5 contains 185296 members 
Mstep: Class 7 contains 53827 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40750 members 
Mstep: Class 10 contains 22930 members 
Mstep: Class 13 contains 20542 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 18 contains 8118 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849280.000000 Penalty: 27336.611328
Iteration 379Q: 14 clusters Score -2.084928e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 48612 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 5 contains 185343 members 
Mstep: Class 7 contains 53823 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40747 members 
Mstep: Class 10 contains 22922 members 
Mstep: Class 13 contains 20540 members 
Mstep: Class 14 contains 12010 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849292.000000 Penalty: 27336.611328
Iteration 380F: 14 clusters Score -2.084929e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 48609 members 
Mstep: Class 3 contains 10414 members 
Mstep: Class 5 contains 185386 members 
Mstep: Class 7 contains 53823 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40745 members 
Mstep: Class 10 contains 22915 members 
Mstep: Class 13 contains 20536 members 
Mstep: Class 14 contains 11993 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849286.000000 Penalty: 27336.611328
Iteration 381Q: 14 clusters Score -2.084929e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 48608 members 
Mstep: Class 3 contains 10414 members 
Mstep: Class 5 contains 185422 members 
Mstep: Class 7 contains 53825 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40742 members 
Mstep: Class 10 contains 22915 members 
Mstep: Class 13 contains 20533 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 18 contains 8077 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849288.000000 Penalty: 27336.611328
Iteration 382Q: 14 clusters Score -2.084929e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 48606 members 
Mstep: Class 3 contains 10415 members 
Mstep: Class 5 contains 185463 members 
Mstep: Class 7 contains 53822 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40739 members 
Mstep: Class 10 contains 22911 members 
Mstep: Class 13 contains 20530 members 
Mstep: Class 14 contains 11966 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849248.000000 Penalty: 27336.611328
Iteration 383Q: 14 clusters Score -2.084925e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 48606 members 
Mstep: Class 3 contains 10416 members 
Mstep: Class 5 contains 185499 members 
Mstep: Class 7 contains 53820 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 40734 members 
Mstep: Class 10 contains 22906 members 
Mstep: Class 13 contains 20528 members 
Mstep: Class 14 contains 11952 members 
Mstep: Class 18 contains 8050 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849258.000000 Penalty: 27336.611328
Iteration 384Q: 14 clusters Score -2.084926e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 48605 members 
Mstep: Class 3 contains 10416 members 
Mstep: Class 5 contains 185535 members 
Mstep: Class 7 contains 53818 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40729 members 
Mstep: Class 10 contains 22905 members 
Mstep: Class 13 contains 20525 members 
Mstep: Class 14 contains 11935 members 
Mstep: Class 18 contains 8039 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849266.000000 Penalty: 27336.611328
Iteration 385Q: 14 clusters Score -2.084927e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 48605 members 
Mstep: Class 3 contains 10415 members 
Mstep: Class 5 contains 185573 members 
Mstep: Class 7 contains 53822 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40727 members 
Mstep: Class 10 contains 22903 members 
Mstep: Class 13 contains 20523 members 
Mstep: Class 14 contains 11917 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849284.000000 Penalty: 27336.611328
Iteration 386Q: 14 clusters Score -2.084928e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 48603 members 
Mstep: Class 3 contains 10414 members 
Mstep: Class 5 contains 185607 members 
Mstep: Class 7 contains 53823 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40723 members 
Mstep: Class 10 contains 22900 members 
Mstep: Class 13 contains 20521 members 
Mstep: Class 14 contains 11900 members 
Mstep: Class 18 contains 8014 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 387Q: 14 clusters Score -2.084927e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 48601 members 
Mstep: Class 3 contains 10415 members 
Mstep: Class 5 contains 185639 members 
Mstep: Class 7 contains 53820 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40721 members 
Mstep: Class 10 contains 22896 members 
Mstep: Class 13 contains 20520 members 
Mstep: Class 14 contains 11886 members 
Mstep: Class 18 contains 8006 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 388Q: 14 clusters Score -2.084924e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 48598 members 
Mstep: Class 3 contains 10416 members 
Mstep: Class 5 contains 185676 members 
Mstep: Class 7 contains 53820 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40720 members 
Mstep: Class 10 contains 22892 members 
Mstep: Class 13 contains 20520 members 
Mstep: Class 14 contains 11873 members 
Mstep: Class 18 contains 7994 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 389Q: 14 clusters Score -2.084925e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 48594 members 
Mstep: Class 3 contains 10418 members 
Mstep: Class 5 contains 185716 members 
Mstep: Class 7 contains 53821 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40716 members 
Mstep: Class 10 contains 22889 members 
Mstep: Class 13 contains 20520 members 
Mstep: Class 14 contains 11861 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849276.000000 Penalty: 27336.611328
Iteration 390Q: 14 clusters Score -2.084928e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 48590 members 
Mstep: Class 3 contains 10419 members 
Mstep: Class 5 contains 185750 members 
Mstep: Class 7 contains 53819 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40715 members 
Mstep: Class 10 contains 22882 members 
Mstep: Class 13 contains 20519 members 
Mstep: Class 14 contains 11852 members 
Mstep: Class 18 contains 7969 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 391Q: 14 clusters Score -2.084928e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 48585 members 
Mstep: Class 3 contains 10427 members 
Mstep: Class 5 contains 185771 members 
Mstep: Class 7 contains 53817 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40715 members 
Mstep: Class 10 contains 22881 members 
Mstep: Class 13 contains 20518 members 
Mstep: Class 14 contains 11843 members 
Mstep: Class 18 contains 7956 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2499 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 392Q: 14 clusters Score -2.08493e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 48584 members 
Mstep: Class 3 contains 10431 members 
Mstep: Class 5 contains 185798 members 
Mstep: Class 7 contains 53814 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40715 members 
Mstep: Class 10 contains 22882 members 
Mstep: Class 13 contains 20514 members 
Mstep: Class 14 contains 11831 members 
Mstep: Class 18 contains 7942 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 393Q: 14 clusters Score -2.084929e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 48583 members 
Mstep: Class 3 contains 10434 members 
Mstep: Class 5 contains 185829 members 
Mstep: Class 7 contains 53811 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40715 members 
Mstep: Class 10 contains 22880 members 
Mstep: Class 13 contains 20509 members 
Mstep: Class 14 contains 11825 members 
Mstep: Class 18 contains 7925 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 394Q: 14 clusters Score -2.084929e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 48581 members 
Mstep: Class 3 contains 10437 members 
Mstep: Class 5 contains 185861 members 
Mstep: Class 7 contains 53808 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40717 members 
Mstep: Class 10 contains 22876 members 
Mstep: Class 13 contains 20507 members 
Mstep: Class 14 contains 11818 members 
Mstep: Class 18 contains 7906 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 395Q: 14 clusters Score -2.084929e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 48575 members 
Mstep: Class 3 contains 10441 members 
Mstep: Class 5 contains 185901 members 
Mstep: Class 7 contains 53808 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40714 members 
Mstep: Class 10 contains 22876 members 
Mstep: Class 13 contains 20503 members 
Mstep: Class 14 contains 11808 members 
Mstep: Class 18 contains 7887 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 396Q: 14 clusters Score -2.084932e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 48570 members 
Mstep: Class 3 contains 10446 members 
Mstep: Class 5 contains 185941 members 
Mstep: Class 7 contains 53802 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40709 members 
Mstep: Class 10 contains 22876 members 
Mstep: Class 13 contains 20498 members 
Mstep: Class 14 contains 11797 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2501 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 397Q: 14 clusters Score -2.084933e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 48566 members 
Mstep: Class 3 contains 10452 members 
Mstep: Class 5 contains 185981 members 
Mstep: Class 7 contains 53799 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40707 members 
Mstep: Class 10 contains 22876 members 
Mstep: Class 13 contains 20492 members 
Mstep: Class 14 contains 11784 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 398Q: 14 clusters Score -2.084934e+07 nChanged 54
Entering ConstructFrom: 
Score: -20849344.000000 Penalty: 27336.611328
Entering ConstructFrom: 
Trying to split cluster 1 (8627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Entering Unmasked Estep 
Score: -461008.937500 Penalty: 1472.680908
	Iteration 0F: 2 clusters Score -461008.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -454746.062500 Penalty: 2945.361816
	Iteration 0F: 3 clusters Score -454746.1 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -456714.281250 Penalty: 2945.361816
	Iteration 1F: 3 clusters Score -456714.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -457025.000000 Penalty: 2945.361816
	Iteration 2F: 3 clusters Score -457025 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -457287.875000 Penalty: 2945.361816
	Iteration 3F: 3 clusters Score -457287.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -457555.625000 Penalty: 2945.361816
	Iteration 4F: 3 clusters Score -457555.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -457868.031250 Penalty: 2945.361816
	Iteration 5F: 3 clusters Score -457868 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -458224.562500 Penalty: 2945.361816
	Iteration 6F: 3 clusters Score -458224.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -458651.687500 Penalty: 2945.361816
	Iteration 7F: 3 clusters Score -458651.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -459050.531250 Penalty: 2945.361816
	Iteration 8F: 3 clusters Score -459050.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -459351.062500 Penalty: 2945.361816
	Iteration 9Q: 3 clusters Score -459351.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -459525.687500 Penalty: 2945.361816
	Iteration 10Q: 3 clusters Score -459525.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -459622.812500 Penalty: 2945.361816
	Iteration 11Q: 3 clusters Score -459622.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -459683.000000 Penalty: 2945.361816
	Iteration 12Q: 3 clusters Score -459683 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -459721.562500 Penalty: 2945.361816
	Iteration 13Q: 3 clusters Score -459721.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -459745.875000 Penalty: 2945.361816
	Iteration 14Q: 3 clusters Score -459745.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -459762.437500 Penalty: 2945.361816
	Iteration 15Q: 3 clusters Score -459762.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -459770.406250 Penalty: 2945.361816
	Iteration 16Q: 3 clusters Score -459770.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -459776.937500 Penalty: 2945.361816
	Iteration 17Q: 3 clusters Score -459776.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -459784.812500 Penalty: 2945.361816
	Iteration 18Q: 3 clusters Score -459784.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -459791.750000 Penalty: 2945.361816
	Iteration 19Q: 3 clusters Score -459791.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -459797.531250 Penalty: 2945.361816
	Iteration 20F: 3 clusters Score -459797.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -459802.906250 Penalty: 2945.361816
	Iteration 21Q: 3 clusters Score -459802.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -459808.343750 Penalty: 2945.361816
	Iteration 22Q: 3 clusters Score -459808.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -459812.031250 Penalty: 2945.361816
	Iteration 23Q: 3 clusters Score -459812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -459814.500000 Penalty: 2945.361816
	Iteration 24Q: 3 clusters Score -459814.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -459818.000000 Penalty: 2945.361816
	Iteration 25Q: 3 clusters Score -459818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -459822.125000 Penalty: 2945.361816
	Iteration 26Q: 3 clusters Score -459822.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -459827.187500 Penalty: 2945.361816
	Iteration 27Q: 3 clusters Score -459827.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -459829.531250 Penalty: 2945.361816
	Iteration 28Q: 3 clusters Score -459829.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -459833.593750 Penalty: 2945.361816
	Iteration 29Q: 3 clusters Score -459833.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -459836.406250 Penalty: 2945.361816
	Iteration 30Q: 3 clusters Score -459836.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -459839.093750 Penalty: 2945.361816
	Iteration 31Q: 3 clusters Score -459839.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -459842.343750 Penalty: 2945.361816
	Iteration 32Q: 3 clusters Score -459842.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -459844.875000 Penalty: 2945.361816
	Iteration 33Q: 3 clusters Score -459844.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -459846.187500 Penalty: 2945.361816
	Iteration 34Q: 3 clusters Score -459846.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -459847.718750 Penalty: 2945.361816
	Iteration 35Q: 3 clusters Score -459847.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -459851.156250 Penalty: 2945.361816
	Iteration 36Q: 3 clusters Score -459851.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -459851.875000 Penalty: 2945.361816
	Iteration 37Q: 3 clusters Score -459851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -459853.625000 Penalty: 2945.361816
	Iteration 38Q: 3 clusters Score -459853.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -459854.812500 Penalty: 2945.361816
	Iteration 39Q: 3 clusters Score -459854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -459854.187500 Penalty: 2945.361816
	Iteration 40F: 3 clusters Score -459854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -459856.312500 Penalty: 2945.361816
	Iteration 41Q: 3 clusters Score -459856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -459857.093750 Penalty: 2945.361816
	Iteration 42Q: 3 clusters Score -459857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -459856.281250 Penalty: 2945.361816
	Iteration 43Q: 3 clusters Score -459856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -459856.656250 Penalty: 2945.361816
	Iteration 44Q: 3 clusters Score -459856.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -459857.843750 Penalty: 2945.361816
	Iteration 45Q: 3 clusters Score -459857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -459857.968750 Penalty: 2945.361816
	Iteration 46Q: 3 clusters Score -459858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -459859.343750 Penalty: 2945.361816
	Iteration 47Q: 3 clusters Score -459859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -459859.875000 Penalty: 2945.361816
	Iteration 48Q: 3 clusters Score -459859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -459860.187500 Penalty: 2945.361816
	Iteration 49Q: 3 clusters Score -459860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -459861.281250 Penalty: 2945.361816
	Iteration 50Q: 3 clusters Score -459861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -459861.593750 Penalty: 2945.361816
	Iteration 51Q: 3 clusters Score -459861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -459861.718750 Penalty: 2945.361816
	Iteration 52Q: 3 clusters Score -459861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -459861.593750 Penalty: 2945.361816
	Iteration 53Q: 3 clusters Score -459861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -459861.593750 Penalty: 2945.361816
	Iteration 54F: 3 clusters Score -459861.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Entering Unmasked Estep 
Score: -2567807.000000 Penalty: 1753.465210
	Iteration 0F: 2 clusters Score -2567807 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 24252 members 
Entering Unmasked Estep 
Score: -2535287.250000 Penalty: 3506.930420
	Iteration 0F: 3 clusters Score -2535287 nChanged 22862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2547985.750000 Penalty: 3506.930420
	Iteration 1F: 3 clusters Score -2547986 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2548434.750000 Penalty: 3506.930420
	Iteration 2Q: 3 clusters Score -2548435 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2548925.500000 Penalty: 3506.930420
	Iteration 3Q: 3 clusters Score -2548926 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2549492.500000 Penalty: 3506.930420
	Iteration 4Q: 3 clusters Score -2549492 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2550310.500000 Penalty: 3506.930420
	Iteration 5Q: 3 clusters Score -2550310 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2551643.750000 Penalty: 3506.930420
	Iteration 6F: 3 clusters Score -2551644 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2553525.500000 Penalty: 3506.930420
	Iteration 7F: 3 clusters Score -2553526 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2556111.750000 Penalty: 3506.930420
	Iteration 8F: 3 clusters Score -2556112 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2558974.000000 Penalty: 3506.930420
	Iteration 9F: 3 clusters Score -2558974 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2561386.000000 Penalty: 3506.930420
	Iteration 10F: 3 clusters Score -2561386 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2562999.500000 Penalty: 3506.930420
	Iteration 11Q: 3 clusters Score -2563000 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2564116.750000 Penalty: 3506.930420
	Iteration 12Q: 3 clusters Score -2564117 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2564800.250000 Penalty: 3506.930420
	Iteration 13Q: 3 clusters Score -2564800 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2565264.750000 Penalty: 3506.930420
	Iteration 14Q: 3 clusters Score -2565265 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2565576.250000 Penalty: 3506.930420
	Iteration 15Q: 3 clusters Score -2565576 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2565788.250000 Penalty: 3506.930420
	Iteration 16Q: 3 clusters Score -2565788 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2565931.000000 Penalty: 3506.930420
	Iteration 17Q: 3 clusters Score -2565931 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2566031.500000 Penalty: 3506.930420
	Iteration 18Q: 3 clusters Score -2566032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2566106.250000 Penalty: 3506.930420
	Iteration 19Q: 3 clusters Score -2566106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2566142.500000 Penalty: 3506.930420
	Iteration 20F: 3 clusters Score -2566142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2566182.250000 Penalty: 3506.930420
	Iteration 21Q: 3 clusters Score -2566182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2566205.750000 Penalty: 3506.930420
	Iteration 22Q: 3 clusters Score -2566206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2566236.750000 Penalty: 3506.930420
	Iteration 23Q: 3 clusters Score -2566237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2566254.750000 Penalty: 3506.930420
	Iteration 24Q: 3 clusters Score -2566255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2566267.750000 Penalty: 3506.930420
	Iteration 25Q: 3 clusters Score -2566268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2566279.250000 Penalty: 3506.930420
	Iteration 26Q: 3 clusters Score -2566279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2566287.750000 Penalty: 3506.930420
	Iteration 27Q: 3 clusters Score -2566288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2566297.750000 Penalty: 3506.930420
	Iteration 28Q: 3 clusters Score -2566298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2566306.250000 Penalty: 3506.930420
	Iteration 29Q: 3 clusters Score -2566306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2566317.000000 Penalty: 3506.930420
	Iteration 30Q: 3 clusters Score -2566317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2566321.750000 Penalty: 3506.930420
	Iteration 31Q: 3 clusters Score -2566322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2566324.750000 Penalty: 3506.930420
	Iteration 32Q: 3 clusters Score -2566325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2566330.500000 Penalty: 3506.930420
	Iteration 33Q: 3 clusters Score -2566330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2566334.500000 Penalty: 3506.930420
	Iteration 34Q: 3 clusters Score -2566334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2566338.750000 Penalty: 3506.930420
	Iteration 35Q: 3 clusters Score -2566339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2566339.500000 Penalty: 3506.930420
	Iteration 36Q: 3 clusters Score -2566340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2566339.500000 Penalty: 3506.930420
	Iteration 37F: 3 clusters Score -2566340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Entering Unmasked Estep 
Score: -521637.656250 Penalty: 1503.910767
	Iteration 0F: 2 clusters Score -521637.7 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 5273 members 
Entering Unmasked Estep 
Score: -514186.937500 Penalty: 3007.821533
	Iteration 0F: 3 clusters Score -514186.9 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -516667.968750 Penalty: 3007.821533
	Iteration 1F: 3 clusters Score -516668 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -516912.031250 Penalty: 3007.821533
	Iteration 2F: 3 clusters Score -516912 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -517104.562500 Penalty: 3007.821533
	Iteration 3Q: 3 clusters Score -517104.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -517254.000000 Penalty: 3007.821533
	Iteration 4Q: 3 clusters Score -517254 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -517389.843750 Penalty: 3007.821533
	Iteration 5Q: 3 clusters Score -517389.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -517533.750000 Penalty: 3007.821533
	Iteration 6Q: 3 clusters Score -517533.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -517723.031250 Penalty: 3007.821533
	Iteration 7Q: 3 clusters Score -517723 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -517961.593750 Penalty: 3007.821533
	Iteration 8Q: 3 clusters Score -517961.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -518214.968750 Penalty: 3007.821533
	Iteration 9Q: 3 clusters Score -518215 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -518522.687500 Penalty: 3007.821533
	Iteration 10Q: 3 clusters Score -518522.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -518917.687500 Penalty: 3007.821533
	Iteration 11Q: 3 clusters Score -518917.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -519319.031250 Penalty: 3007.821533
	Iteration 12Q: 3 clusters Score -519319 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -519701.468750 Penalty: 3007.821533
	Iteration 13Q: 3 clusters Score -519701.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -519975.781250 Penalty: 3007.821533
	Iteration 14Q: 3 clusters Score -519975.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -520136.500000 Penalty: 3007.821533
	Iteration 15Q: 3 clusters Score -520136.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -520245.125000 Penalty: 3007.821533
	Iteration 16Q: 3 clusters Score -520245.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -520306.031250 Penalty: 3007.821533
	Iteration 17Q: 3 clusters Score -520306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -520339.718750 Penalty: 3007.821533
	Iteration 18Q: 3 clusters Score -520339.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -520355.625000 Penalty: 3007.821533
	Iteration 19Q: 3 clusters Score -520355.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -520370.437500 Penalty: 3007.821533
	Iteration 20F: 3 clusters Score -520370.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -520378.781250 Penalty: 3007.821533
	Iteration 21Q: 3 clusters Score -520378.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -520385.406250 Penalty: 3007.821533
	Iteration 22Q: 3 clusters Score -520385.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -520392.625000 Penalty: 3007.821533
	Iteration 23Q: 3 clusters Score -520392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -520393.656250 Penalty: 3007.821533
	Iteration 24Q: 3 clusters Score -520393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -520395.687500 Penalty: 3007.821533
	Iteration 25Q: 3 clusters Score -520395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -520397.468750 Penalty: 3007.821533
	Iteration 26Q: 3 clusters Score -520397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -520398.312500 Penalty: 3007.821533
	Iteration 27Q: 3 clusters Score -520398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -520398.687500 Penalty: 3007.821533
	Iteration 28Q: 3 clusters Score -520398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -520400.218750 Penalty: 3007.821533
	Iteration 29Q: 3 clusters Score -520400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -520402.281250 Penalty: 3007.821533
	Iteration 30Q: 3 clusters Score -520402.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -520402.281250 Penalty: 3007.821533
	Iteration 31F: 3 clusters Score -520402.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (186024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186024 members 
Entering Unmasked Estep 
Score: -9443258.000000 Penalty: 1971.714966
	Iteration 0F: 2 clusters Score -9443258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -9318411.000000 Penalty: 3943.429932
	Iteration 0F: 3 clusters Score -9318411 nChanged 89917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 92601 members 
Entering Unmasked Estep 
Score: -9371186.000000 Penalty: 3943.429932
	Iteration 1F: 3 clusters Score -9371186 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -9372102.000000 Penalty: 3943.429932
	Iteration 2Q: 3 clusters Score -9372102 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -9373067.000000 Penalty: 3943.429932
	Iteration 3Q: 3 clusters Score -9373067 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 93673 members 
Entering Unmasked Estep 
Score: -9374096.000000 Penalty: 3943.429932
	Iteration 4Q: 3 clusters Score -9374096 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 94369 members 
Entering Unmasked Estep 
Score: -9375379.000000 Penalty: 3943.429932
	Iteration 5Q: 3 clusters Score -9375379 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90665 members 
Mstep: Class 2 contains 95359 members 
Entering Unmasked Estep 
Score: -9377167.000000 Penalty: 3943.429932
	Iteration 6Q: 3 clusters Score -9377167 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -9379729.000000 Penalty: 3943.429932
	Iteration 7Q: 3 clusters Score -9379729 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 98371 members 
Entering Unmasked Estep 
Score: -9383771.000000 Penalty: 3943.429932
	Iteration 8Q: 3 clusters Score -9383771 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -9389517.000000 Penalty: 3943.429932
	Iteration 9F: 3 clusters Score -9389517 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83782 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -9397212.000000 Penalty: 3943.429932
	Iteration 10F: 3 clusters Score -9397212 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 103797 members 
Entering Unmasked Estep 
Score: -9404281.000000 Penalty: 3943.429932
	Iteration 11F: 3 clusters Score -9404281 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -9407788.000000 Penalty: 3943.429932
	Iteration 12Q: 3 clusters Score -9407788 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 106073 members 
Entering Unmasked Estep 
Score: -9408933.000000 Penalty: 3943.429932
	Iteration 13Q: 3 clusters Score -9408933 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 107174 members 
Entering Unmasked Estep 
Score: -9409306.000000 Penalty: 3943.429932
	Iteration 14Q: 3 clusters Score -9409306 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 108338 members 
Entering Unmasked Estep 
Score: -9409463.000000 Penalty: 3943.429932
	Iteration 15Q: 3 clusters Score -9409463 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76433 members 
Mstep: Class 2 contains 109591 members 
Entering Unmasked Estep 
Score: -9409659.000000 Penalty: 3943.429932
	Iteration 16Q: 3 clusters Score -9409659 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 110917 members 
Entering Unmasked Estep 
Score: -9409873.000000 Penalty: 3943.429932
	Iteration 17Q: 3 clusters Score -9409873 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 112315 members 
Entering Unmasked Estep 
Score: -9410102.000000 Penalty: 3943.429932
	Iteration 18Q: 3 clusters Score -9410102 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 113789 members 
Entering Unmasked Estep 
Score: -9410269.000000 Penalty: 3943.429932
	Iteration 19Q: 3 clusters Score -9410269 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -9410519.000000 Penalty: 3943.429932
	Iteration 20F: 3 clusters Score -9410519 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 117001 members 
Entering Unmasked Estep 
Score: -9410820.000000 Penalty: 3943.429932
	Iteration 21Q: 3 clusters Score -9410820 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 118843 members 
Entering Unmasked Estep 
Score: -9411140.000000 Penalty: 3943.429932
	Iteration 22Q: 3 clusters Score -9411140 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 120796 members 
Entering Unmasked Estep 
Score: -9411503.000000 Penalty: 3943.429932
	Iteration 23Q: 3 clusters Score -9411503 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 122929 members 
Entering Unmasked Estep 
Score: -9411949.000000 Penalty: 3943.429932
	Iteration 24Q: 3 clusters Score -9411949 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 125206 members 
Entering Unmasked Estep 
Score: -9412426.000000 Penalty: 3943.429932
	Iteration 25Q: 3 clusters Score -9412426 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 127652 members 
Entering Unmasked Estep 
Score: -9413043.000000 Penalty: 3943.429932
	Iteration 26Q: 3 clusters Score -9413043 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 130353 members 
Entering Unmasked Estep 
Score: -9413653.000000 Penalty: 3943.429932
	Iteration 27Q: 3 clusters Score -9413653 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 133243 members 
Entering Unmasked Estep 
Score: -9414390.000000 Penalty: 3943.429932
	Iteration 28Q: 3 clusters Score -9414390 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 136357 members 
Entering Unmasked Estep 
Score: -9415454.000000 Penalty: 3943.429932
	Iteration 29Q: 3 clusters Score -9415454 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 139678 members 
Entering Unmasked Estep 
Score: -9416482.000000 Penalty: 3943.429932
	Iteration 30Q: 3 clusters Score -9416482 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 143084 members 
Entering Unmasked Estep 
Score: -9417582.000000 Penalty: 3943.429932
	Iteration 31Q: 3 clusters Score -9417582 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 146663 members 
Entering Unmasked Estep 
Score: -9418821.000000 Penalty: 3943.429932
	Iteration 32Q: 3 clusters Score -9418821 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 150391 members 
Entering Unmasked Estep 
Score: -9420311.000000 Penalty: 3943.429932
	Iteration 33Q: 3 clusters Score -9420311 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 154197 members 
Entering Unmasked Estep 
Score: -9421979.000000 Penalty: 3943.429932
	Iteration 34Q: 3 clusters Score -9421979 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 158024 members 
Entering Unmasked Estep 
Score: -9423759.000000 Penalty: 3943.429932
	Iteration 35Q: 3 clusters Score -9423759 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 161885 members 
Entering Unmasked Estep 
Score: -9425708.000000 Penalty: 3943.429932
	Iteration 36Q: 3 clusters Score -9425708 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 165716 members 
Entering Unmasked Estep 
Score: -9427828.000000 Penalty: 3943.429932
	Iteration 37Q: 3 clusters Score -9427828 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 169393 members 
Entering Unmasked Estep 
Score: -9430089.000000 Penalty: 3943.429932
	Iteration 38Q: 3 clusters Score -9430089 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 172866 members 
Entering Unmasked Estep 
Score: -9432328.000000 Penalty: 3943.429932
	Iteration 39Q: 3 clusters Score -9432328 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 175999 members 
Entering Unmasked Estep 
Score: -9434616.000000 Penalty: 3943.429932
	Iteration 40F: 3 clusters Score -9434616 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 178832 members 
Entering Unmasked Estep 
Score: -9436669.000000 Penalty: 3943.429932
	Iteration 41Q: 3 clusters Score -9436669 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 181124 members 
Entering Unmasked Estep 
Score: -9438360.000000 Penalty: 3943.429932
	Iteration 42Q: 3 clusters Score -9438360 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 182787 members 
Entering Unmasked Estep 
Score: -9439569.000000 Penalty: 3943.429932
	Iteration 43Q: 3 clusters Score -9439569 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 183916 members 
Entering Unmasked Estep 
Score: -9440372.000000 Penalty: 3943.429932
	Iteration 44Q: 3 clusters Score -9440372 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 184580 members 
Entering Unmasked Estep 
Score: -9440840.000000 Penalty: 3943.429932
	Iteration 45Q: 3 clusters Score -9440840 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 184934 members 
Entering Unmasked Estep 
Score: -9441053.000000 Penalty: 3943.429932
	Iteration 46Q: 3 clusters Score -9441053 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 185159 members 
Entering Unmasked Estep 
Score: -9441213.000000 Penalty: 3943.429932
	Iteration 47Q: 3 clusters Score -9441213 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 185299 members 
Entering Unmasked Estep 
Score: -9441301.000000 Penalty: 3943.429932
	Iteration 48Q: 3 clusters Score -9441301 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 185375 members 
Entering Unmasked Estep 
Score: -9441375.000000 Penalty: 3943.429932
	Iteration 49Q: 3 clusters Score -9441375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 185432 members 
Entering Unmasked Estep 
Score: -9441438.000000 Penalty: 3943.429932
	Iteration 50Q: 3 clusters Score -9441438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 185475 members 
Entering Unmasked Estep 
Score: -9441481.000000 Penalty: 3943.429932
	Iteration 51Q: 3 clusters Score -9441481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 185509 members 
Entering Unmasked Estep 
Score: -9441517.000000 Penalty: 3943.429932
	Iteration 52Q: 3 clusters Score -9441517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 185522 members 
Entering Unmasked Estep 
Score: -9441528.000000 Penalty: 3943.429932
	Iteration 53Q: 3 clusters Score -9441528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 185535 members 
Entering Unmasked Estep 
Score: -9441538.000000 Penalty: 3943.429932
	Iteration 54Q: 3 clusters Score -9441538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 185549 members 
Entering Unmasked Estep 
Score: -9441546.000000 Penalty: 3943.429932
	Iteration 55Q: 3 clusters Score -9441546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 185560 members 
Entering Unmasked Estep 
Score: -9441564.000000 Penalty: 3943.429932
	Iteration 56Q: 3 clusters Score -9441564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 185569 members 
Entering Unmasked Estep 
Score: -9441565.000000 Penalty: 3943.429932
	Iteration 57Q: 3 clusters Score -9441565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 185575 members 
Entering Unmasked Estep 
Score: -9441569.000000 Penalty: 3943.429932
	Iteration 58Q: 3 clusters Score -9441569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 185577 members 
Entering Unmasked Estep 
Score: -9441570.000000 Penalty: 3943.429932
	Iteration 59Q: 3 clusters Score -9441570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 185579 members 
Entering Unmasked Estep 
Score: -9441567.000000 Penalty: 3943.429932
	Iteration 60F: 3 clusters Score -9441567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 185579 members 
Entering Unmasked Estep 
Score: -9441581.000000 Penalty: 3943.429932
	Iteration 61Q: 3 clusters Score -9441581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 185580 members 
Entering Unmasked Estep 
Score: -9441583.000000 Penalty: 3943.429932
	Iteration 62Q: 3 clusters Score -9441583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 185580 members 
Entering Unmasked Estep 
Score: -9441583.000000 Penalty: 3943.429932
	Iteration 63F: 3 clusters Score -9441583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Entering Unmasked Estep 
Score: -2828966.500000 Penalty: 1770.105103
	Iteration 0F: 2 clusters Score -2828966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -2793259.500000 Penalty: 3540.210205
	Iteration 0F: 3 clusters Score -2793260 nChanged 25074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -2807840.750000 Penalty: 3540.210205
	Iteration 1F: 3 clusters Score -2807841 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -2808907.750000 Penalty: 3540.210205
	Iteration 2Q: 3 clusters Score -2808908 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -2810379.500000 Penalty: 3540.210205
	Iteration 3F: 3 clusters Score -2810380 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -2812451.000000 Penalty: 3540.210205
	Iteration 4F: 3 clusters Score -2812451 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -2815154.500000 Penalty: 3540.210205
	Iteration 5F: 3 clusters Score -2815154 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -2818225.250000 Penalty: 3540.210205
	Iteration 6F: 3 clusters Score -2818225 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -2821048.000000 Penalty: 3540.210205
	Iteration 7F: 3 clusters Score -2821048 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -2822726.500000 Penalty: 3540.210205
	Iteration 8Q: 3 clusters Score -2822726 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -2823496.500000 Penalty: 3540.210205
	Iteration 9Q: 3 clusters Score -2823496 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -2823881.000000 Penalty: 3540.210205
	Iteration 10Q: 3 clusters Score -2823881 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -2824179.500000 Penalty: 3540.210205
	Iteration 11Q: 3 clusters Score -2824180 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -2824460.250000 Penalty: 3540.210205
	Iteration 12Q: 3 clusters Score -2824460 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -2824769.250000 Penalty: 3540.210205
	Iteration 13Q: 3 clusters Score -2824769 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -2825043.000000 Penalty: 3540.210205
	Iteration 14Q: 3 clusters Score -2825043 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -2825334.500000 Penalty: 3540.210205
	Iteration 15Q: 3 clusters Score -2825334 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -2825600.000000 Penalty: 3540.210205
	Iteration 16Q: 3 clusters Score -2825600 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -2825850.250000 Penalty: 3540.210205
	Iteration 17Q: 3 clusters Score -2825850 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -2826088.000000 Penalty: 3540.210205
	Iteration 18Q: 3 clusters Score -2826088 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -2826295.250000 Penalty: 3540.210205
	Iteration 19Q: 3 clusters Score -2826295 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -2826453.750000 Penalty: 3540.210205
	Iteration 20F: 3 clusters Score -2826454 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -2826609.000000 Penalty: 3540.210205
	Iteration 21Q: 3 clusters Score -2826609 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -2826744.500000 Penalty: 3540.210205
	Iteration 22Q: 3 clusters Score -2826744 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -2826884.250000 Penalty: 3540.210205
	Iteration 23Q: 3 clusters Score -2826884 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -2827020.500000 Penalty: 3540.210205
	Iteration 24Q: 3 clusters Score -2827020 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -2827126.250000 Penalty: 3540.210205
	Iteration 25Q: 3 clusters Score -2827126 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -2827210.750000 Penalty: 3540.210205
	Iteration 26Q: 3 clusters Score -2827211 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -2827289.500000 Penalty: 3540.210205
	Iteration 27Q: 3 clusters Score -2827290 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -2827347.000000 Penalty: 3540.210205
	Iteration 28Q: 3 clusters Score -2827347 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -2827421.750000 Penalty: 3540.210205
	Iteration 29Q: 3 clusters Score -2827422 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -2827463.250000 Penalty: 3540.210205
	Iteration 30Q: 3 clusters Score -2827463 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -2827480.000000 Penalty: 3540.210205
	Iteration 31Q: 3 clusters Score -2827480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -2827521.500000 Penalty: 3540.210205
	Iteration 32Q: 3 clusters Score -2827522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -2827545.500000 Penalty: 3540.210205
	Iteration 33Q: 3 clusters Score -2827546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -2827568.750000 Penalty: 3540.210205
	Iteration 34Q: 3 clusters Score -2827569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -2827591.000000 Penalty: 3540.210205
	Iteration 35Q: 3 clusters Score -2827591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -2827600.750000 Penalty: 3540.210205
	Iteration 36Q: 3 clusters Score -2827601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -2827614.000000 Penalty: 3540.210205
	Iteration 37Q: 3 clusters Score -2827614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -2827617.250000 Penalty: 3540.210205
	Iteration 38Q: 3 clusters Score -2827617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -2827621.750000 Penalty: 3540.210205
	Iteration 39Q: 3 clusters Score -2827622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -2827628.750000 Penalty: 3540.210205
	Iteration 40F: 3 clusters Score -2827629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -2827631.250000 Penalty: 3540.210205
	Iteration 41Q: 3 clusters Score -2827631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -2827637.750000 Penalty: 3540.210205
	Iteration 42Q: 3 clusters Score -2827638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -2827641.500000 Penalty: 3540.210205
	Iteration 43Q: 3 clusters Score -2827642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -2827641.500000 Penalty: 3540.210205
	Iteration 44Q: 3 clusters Score -2827642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -2827647.000000 Penalty: 3540.210205
	Iteration 45Q: 3 clusters Score -2827647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -2827650.500000 Penalty: 3540.210205
	Iteration 46Q: 3 clusters Score -2827650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -2827654.500000 Penalty: 3540.210205
	Iteration 47Q: 3 clusters Score -2827654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -2827653.000000 Penalty: 3540.210205
	Iteration 48Q: 3 clusters Score -2827653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -2827652.500000 Penalty: 3540.210205
	Iteration 49Q: 3 clusters Score -2827652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -2827660.750000 Penalty: 3540.210205
	Iteration 50Q: 3 clusters Score -2827661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -2827659.750000 Penalty: 3540.210205
	Iteration 51Q: 3 clusters Score -2827660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -2827662.250000 Penalty: 3540.210205
	Iteration 52Q: 3 clusters Score -2827662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -2827661.250000 Penalty: 3540.210205
	Iteration 53Q: 3 clusters Score -2827661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -2827666.500000 Penalty: 3540.210205
	Iteration 54Q: 3 clusters Score -2827666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -2827664.750000 Penalty: 3540.210205
	Iteration 55Q: 3 clusters Score -2827665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -2827674.000000 Penalty: 3540.210205
	Iteration 56Q: 3 clusters Score -2827674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -2827676.250000 Penalty: 3540.210205
	Iteration 57Q: 3 clusters Score -2827676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -2827677.750000 Penalty: 3540.210205
	Iteration 58Q: 3 clusters Score -2827678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -2827678.500000 Penalty: 3540.210205
	Iteration 59Q: 3 clusters Score -2827678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -2827683.500000 Penalty: 3540.210205
	Iteration 60F: 3 clusters Score -2827684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -2827683.750000 Penalty: 3540.210205
	Iteration 61Q: 3 clusters Score -2827684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -2827683.000000 Penalty: 3540.210205
	Iteration 62Q: 3 clusters Score -2827683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -2827688.500000 Penalty: 3540.210205
	Iteration 63Q: 3 clusters Score -2827688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -2827690.250000 Penalty: 3540.210205
	Iteration 64Q: 3 clusters Score -2827690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -2827694.250000 Penalty: 3540.210205
	Iteration 65Q: 3 clusters Score -2827694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -2827689.250000 Penalty: 3540.210205
	Iteration 66Q: 3 clusters Score -2827689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -2827691.750000 Penalty: 3540.210205
	Iteration 67Q: 3 clusters Score -2827692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -2827690.750000 Penalty: 3540.210205
	Iteration 68Q: 3 clusters Score -2827691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -2827690.750000 Penalty: 3540.210205
	Iteration 69F: 3 clusters Score -2827691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -61243.886719 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -61243.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -59657.593750 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -59657.59 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -59946.890625 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -59946.89 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60032.207031 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -60032.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60068.015625 Penalty: 2302.101074
	Iteration 3Q: 3 clusters Score -60068.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -60085.878906 Penalty: 2302.101074
	Iteration 4Q: 3 clusters Score -60085.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -60098.246094 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -60098.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60114.824219 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -60114.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60121.976562 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -60121.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60131.398438 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -60131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60135.105469 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -60135.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60136.222656 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -60136.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -60138.406250 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -60138.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60141.734375 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -60141.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -60142.484375 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -60142.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60144.199219 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -60144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -60148.996094 Penalty: 2302.101074
	Iteration 15Q: 3 clusters Score -60149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60153.371094 Penalty: 2302.101074
	Iteration 16Q: 3 clusters Score -60153.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -60155.781250 Penalty: 2302.101074
	Iteration 17Q: 3 clusters Score -60155.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60157.527344 Penalty: 2302.101074
	Iteration 18Q: 3 clusters Score -60157.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60159.394531 Penalty: 2302.101074
	Iteration 19Q: 3 clusters Score -60159.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60160.382812 Penalty: 2302.101074
	Iteration 20F: 3 clusters Score -60160.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60160.652344 Penalty: 2302.101074
	Iteration 21Q: 3 clusters Score -60160.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60160.652344 Penalty: 2302.101074
	Iteration 22F: 3 clusters Score -60160.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Entering Unmasked Estep 
Score: -2164012.000000 Penalty: 1724.796265
	Iteration 0F: 2 clusters Score -2164012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2136661.750000 Penalty: 3449.592529
	Iteration 0F: 3 clusters Score -2136662 nChanged 19050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2147539.750000 Penalty: 3449.592529
	Iteration 1F: 3 clusters Score -2147540 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2148211.000000 Penalty: 3449.592529
	Iteration 2Q: 3 clusters Score -2148211 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2149176.750000 Penalty: 3449.592529
	Iteration 3Q: 3 clusters Score -2149177 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2150575.750000 Penalty: 3449.592529
	Iteration 4F: 3 clusters Score -2150576 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2152557.500000 Penalty: 3449.592529
	Iteration 5F: 3 clusters Score -2152558 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2155091.250000 Penalty: 3449.592529
	Iteration 6F: 3 clusters Score -2155091 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2157643.000000 Penalty: 3449.592529
	Iteration 7F: 3 clusters Score -2157643 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2159590.250000 Penalty: 3449.592529
	Iteration 8F: 3 clusters Score -2159590 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2160803.500000 Penalty: 3449.592529
	Iteration 9Q: 3 clusters Score -2160804 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2161528.750000 Penalty: 3449.592529
	Iteration 10Q: 3 clusters Score -2161529 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2161941.750000 Penalty: 3449.592529
	Iteration 11Q: 3 clusters Score -2161942 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2162186.500000 Penalty: 3449.592529
	Iteration 12Q: 3 clusters Score -2162186 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2162317.000000 Penalty: 3449.592529
	Iteration 13Q: 3 clusters Score -2162317 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2162401.000000 Penalty: 3449.592529
	Iteration 14Q: 3 clusters Score -2162401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2162452.250000 Penalty: 3449.592529
	Iteration 15Q: 3 clusters Score -2162452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2162486.500000 Penalty: 3449.592529
	Iteration 16Q: 3 clusters Score -2162486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2162499.750000 Penalty: 3449.592529
	Iteration 17Q: 3 clusters Score -2162500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2162512.000000 Penalty: 3449.592529
	Iteration 18Q: 3 clusters Score -2162512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2162531.250000 Penalty: 3449.592529
	Iteration 19Q: 3 clusters Score -2162531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2162539.000000 Penalty: 3449.592529
	Iteration 20F: 3 clusters Score -2162539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2162539.500000 Penalty: 3449.592529
	Iteration 21Q: 3 clusters Score -2162540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2162543.750000 Penalty: 3449.592529
	Iteration 22Q: 3 clusters Score -2162544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2162546.000000 Penalty: 3449.592529
	Iteration 23Q: 3 clusters Score -2162546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2162547.750000 Penalty: 3449.592529
	Iteration 24Q: 3 clusters Score -2162548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2162551.250000 Penalty: 3449.592529
	Iteration 25Q: 3 clusters Score -2162551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2162558.750000 Penalty: 3449.592529
	Iteration 26Q: 3 clusters Score -2162559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2162565.500000 Penalty: 3449.592529
	Iteration 27Q: 3 clusters Score -2162566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2162567.250000 Penalty: 3449.592529
	Iteration 28Q: 3 clusters Score -2162567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2162567.000000 Penalty: 3449.592529
	Iteration 29Q: 3 clusters Score -2162567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2162567.000000 Penalty: 3449.592529
	Iteration 30F: 3 clusters Score -2162567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Entering Unmasked Estep 
Score: -1209246.875000 Penalty: 1631.142456
	Iteration 0F: 2 clusters Score -1209247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1193678.375000 Penalty: 3262.284912
	Iteration 0F: 3 clusters Score -1193678 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1199354.375000 Penalty: 3262.284912
	Iteration 1F: 3 clusters Score -1199354 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1199676.125000 Penalty: 3262.284912
	Iteration 2Q: 3 clusters Score -1199676 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1199957.750000 Penalty: 3262.284912
	Iteration 3Q: 3 clusters Score -1199958 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1200233.125000 Penalty: 3262.284912
	Iteration 4Q: 3 clusters Score -1200233 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1200552.875000 Penalty: 3262.284912
	Iteration 5Q: 3 clusters Score -1200553 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1200952.250000 Penalty: 3262.284912
	Iteration 6Q: 3 clusters Score -1200952 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1201519.500000 Penalty: 3262.284912
	Iteration 7Q: 3 clusters Score -1201520 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1202380.625000 Penalty: 3262.284912
	Iteration 8F: 3 clusters Score -1202381 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -1203553.250000 Penalty: 3262.284912
	Iteration 9F: 3 clusters Score -1203553 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -1204841.125000 Penalty: 3262.284912
	Iteration 10F: 3 clusters Score -1204841 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -1205956.125000 Penalty: 3262.284912
	Iteration 11F: 3 clusters Score -1205956 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -1206753.875000 Penalty: 3262.284912
	Iteration 12Q: 3 clusters Score -1206754 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -1207246.375000 Penalty: 3262.284912
	Iteration 13Q: 3 clusters Score -1207246 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -1207511.000000 Penalty: 3262.284912
	Iteration 14Q: 3 clusters Score -1207511 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -1207645.375000 Penalty: 3262.284912
	Iteration 15Q: 3 clusters Score -1207645 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -1207707.000000 Penalty: 3262.284912
	Iteration 16Q: 3 clusters Score -1207707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -1207745.000000 Penalty: 3262.284912
	Iteration 17Q: 3 clusters Score -1207745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -1207772.000000 Penalty: 3262.284912
	Iteration 18Q: 3 clusters Score -1207772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -1207796.875000 Penalty: 3262.284912
	Iteration 19Q: 3 clusters Score -1207797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -1207814.375000 Penalty: 3262.284912
	Iteration 20F: 3 clusters Score -1207814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -1207827.500000 Penalty: 3262.284912
	Iteration 21Q: 3 clusters Score -1207828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -1207843.750000 Penalty: 3262.284912
	Iteration 22Q: 3 clusters Score -1207844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -1207850.625000 Penalty: 3262.284912
	Iteration 23Q: 3 clusters Score -1207851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -1207854.875000 Penalty: 3262.284912
	Iteration 24Q: 3 clusters Score -1207855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -1207863.875000 Penalty: 3262.284912
	Iteration 25Q: 3 clusters Score -1207864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -1207866.125000 Penalty: 3262.284912
	Iteration 26Q: 3 clusters Score -1207866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -1207873.000000 Penalty: 3262.284912
	Iteration 27Q: 3 clusters Score -1207873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -1207875.375000 Penalty: 3262.284912
	Iteration 28Q: 3 clusters Score -1207875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -1207879.500000 Penalty: 3262.284912
	Iteration 29Q: 3 clusters Score -1207880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -1207882.250000 Penalty: 3262.284912
	Iteration 30Q: 3 clusters Score -1207882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -1207887.500000 Penalty: 3262.284912
	Iteration 31Q: 3 clusters Score -1207888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -1207889.750000 Penalty: 3262.284912
	Iteration 32Q: 3 clusters Score -1207890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -1207890.750000 Penalty: 3262.284912
	Iteration 33Q: 3 clusters Score -1207891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -1207890.750000 Penalty: 3262.284912
	Iteration 34F: 3 clusters Score -1207891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Entering Unmasked Estep 
Score: -1086253.125000 Penalty: 1613.242065
	Iteration 0F: 2 clusters Score -1086253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1072145.125000 Penalty: 3226.484131
	Iteration 0F: 3 clusters Score -1072145 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1077413.125000 Penalty: 3226.484131
	Iteration 1F: 3 clusters Score -1077413 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1078131.625000 Penalty: 3226.484131
	Iteration 2F: 3 clusters Score -1078132 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1079143.000000 Penalty: 3226.484131
	Iteration 3F: 3 clusters Score -1079143 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1080552.750000 Penalty: 3226.484131
	Iteration 4F: 3 clusters Score -1080553 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1082223.750000 Penalty: 3226.484131
	Iteration 5F: 3 clusters Score -1082224 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1083612.625000 Penalty: 3226.484131
	Iteration 6F: 3 clusters Score -1083613 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1084351.750000 Penalty: 3226.484131
	Iteration 7Q: 3 clusters Score -1084352 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1084637.000000 Penalty: 3226.484131
	Iteration 8Q: 3 clusters Score -1084637 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1084755.750000 Penalty: 3226.484131
	Iteration 9Q: 3 clusters Score -1084756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1084820.000000 Penalty: 3226.484131
	Iteration 10Q: 3 clusters Score -1084820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1084871.125000 Penalty: 3226.484131
	Iteration 11Q: 3 clusters Score -1084871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1084896.375000 Penalty: 3226.484131
	Iteration 12Q: 3 clusters Score -1084896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1084921.250000 Penalty: 3226.484131
	Iteration 13Q: 3 clusters Score -1084921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1084929.875000 Penalty: 3226.484131
	Iteration 14Q: 3 clusters Score -1084930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1084938.750000 Penalty: 3226.484131
	Iteration 15Q: 3 clusters Score -1084939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1084942.875000 Penalty: 3226.484131
	Iteration 16Q: 3 clusters Score -1084943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1084945.500000 Penalty: 3226.484131
	Iteration 17Q: 3 clusters Score -1084946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1084949.500000 Penalty: 3226.484131
	Iteration 18Q: 3 clusters Score -1084950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1084949.500000 Penalty: 3226.484131
	Iteration 19F: 3 clusters Score -1084950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Entering Unmasked Estep 
Score: -623864.937500 Penalty: 1523.162720
	Iteration 0F: 2 clusters Score -623864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -615485.062500 Penalty: 3046.325439
	Iteration 0F: 3 clusters Score -615485.1 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -618335.250000 Penalty: 3046.325439
	Iteration 1F: 3 clusters Score -618335.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -618604.062500 Penalty: 3046.325439
	Iteration 2F: 3 clusters Score -618604.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -618850.125000 Penalty: 3046.325439
	Iteration 3F: 3 clusters Score -618850.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -619078.250000 Penalty: 3046.325439
	Iteration 4Q: 3 clusters Score -619078.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -619309.312500 Penalty: 3046.325439
	Iteration 5Q: 3 clusters Score -619309.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -619508.875000 Penalty: 3046.325439
	Iteration 6Q: 3 clusters Score -619508.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -619713.562500 Penalty: 3046.325439
	Iteration 7Q: 3 clusters Score -619713.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -619889.687500 Penalty: 3046.325439
	Iteration 8Q: 3 clusters Score -619889.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -620054.625000 Penalty: 3046.325439
	Iteration 9Q: 3 clusters Score -620054.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -620206.187500 Penalty: 3046.325439
	Iteration 10Q: 3 clusters Score -620206.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -620372.625000 Penalty: 3046.325439
	Iteration 11Q: 3 clusters Score -620372.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -620536.437500 Penalty: 3046.325439
	Iteration 12Q: 3 clusters Score -620536.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -620719.375000 Penalty: 3046.325439
	Iteration 13Q: 3 clusters Score -620719.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -620918.687500 Penalty: 3046.325439
	Iteration 14Q: 3 clusters Score -620918.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -621108.750000 Penalty: 3046.325439
	Iteration 15Q: 3 clusters Score -621108.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -621299.687500 Penalty: 3046.325439
	Iteration 16Q: 3 clusters Score -621299.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -621453.375000 Penalty: 3046.325439
	Iteration 17Q: 3 clusters Score -621453.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -621596.312500 Penalty: 3046.325439
	Iteration 18Q: 3 clusters Score -621596.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -621730.500000 Penalty: 3046.325439
	Iteration 19Q: 3 clusters Score -621730.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -621828.437500 Penalty: 3046.325439
	Iteration 20F: 3 clusters Score -621828.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -621909.875000 Penalty: 3046.325439
	Iteration 21Q: 3 clusters Score -621909.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -621999.375000 Penalty: 3046.325439
	Iteration 22Q: 3 clusters Score -621999.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -622069.375000 Penalty: 3046.325439
	Iteration 23Q: 3 clusters Score -622069.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -622125.187500 Penalty: 3046.325439
	Iteration 24Q: 3 clusters Score -622125.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -622165.500000 Penalty: 3046.325439
	Iteration 25Q: 3 clusters Score -622165.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -622205.500000 Penalty: 3046.325439
	Iteration 26Q: 3 clusters Score -622205.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -622243.875000 Penalty: 3046.325439
	Iteration 27Q: 3 clusters Score -622243.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -622268.500000 Penalty: 3046.325439
	Iteration 28Q: 3 clusters Score -622268.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -622288.937500 Penalty: 3046.325439
	Iteration 29Q: 3 clusters Score -622288.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -622314.062500 Penalty: 3046.325439
	Iteration 30Q: 3 clusters Score -622314.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -622329.312500 Penalty: 3046.325439
	Iteration 31Q: 3 clusters Score -622329.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -622346.187500 Penalty: 3046.325439
	Iteration 32Q: 3 clusters Score -622346.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -622357.625000 Penalty: 3046.325439
	Iteration 33Q: 3 clusters Score -622357.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -622366.625000 Penalty: 3046.325439
	Iteration 34Q: 3 clusters Score -622366.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -622377.000000 Penalty: 3046.325439
	Iteration 35Q: 3 clusters Score -622377 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -622386.562500 Penalty: 3046.325439
	Iteration 36Q: 3 clusters Score -622386.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -622394.187500 Penalty: 3046.325439
	Iteration 37Q: 3 clusters Score -622394.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -622405.812500 Penalty: 3046.325439
	Iteration 38Q: 3 clusters Score -622405.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -622413.500000 Penalty: 3046.325439
	Iteration 39Q: 3 clusters Score -622413.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -622420.437500 Penalty: 3046.325439
	Iteration 40F: 3 clusters Score -622420.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -622429.312500 Penalty: 3046.325439
	Iteration 41Q: 3 clusters Score -622429.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -622433.812500 Penalty: 3046.325439
	Iteration 42Q: 3 clusters Score -622433.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -622439.437500 Penalty: 3046.325439
	Iteration 43Q: 3 clusters Score -622439.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -622445.000000 Penalty: 3046.325439
	Iteration 44Q: 3 clusters Score -622445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -622447.187500 Penalty: 3046.325439
	Iteration 45Q: 3 clusters Score -622447.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -622452.437500 Penalty: 3046.325439
	Iteration 46Q: 3 clusters Score -622452.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -622454.312500 Penalty: 3046.325439
	Iteration 47Q: 3 clusters Score -622454.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -622457.562500 Penalty: 3046.325439
	Iteration 48Q: 3 clusters Score -622457.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -622460.375000 Penalty: 3046.325439
	Iteration 49Q: 3 clusters Score -622460.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -622462.187500 Penalty: 3046.325439
	Iteration 50Q: 3 clusters Score -622462.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -622464.187500 Penalty: 3046.325439
	Iteration 51Q: 3 clusters Score -622464.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -622464.000000 Penalty: 3046.325439
	Iteration 52Q: 3 clusters Score -622464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -622464.937500 Penalty: 3046.325439
	Iteration 53Q: 3 clusters Score -622464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -622464.812500 Penalty: 3046.325439
	Iteration 54Q: 3 clusters Score -622464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -622465.562500 Penalty: 3046.325439
	Iteration 55Q: 3 clusters Score -622465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -622466.500000 Penalty: 3046.325439
	Iteration 56Q: 3 clusters Score -622466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -622467.687500 Penalty: 3046.325439
	Iteration 57Q: 3 clusters Score -622467.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -622466.062500 Penalty: 3046.325439
	Iteration 58Q: 3 clusters Score -622466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -622467.500000 Penalty: 3046.325439
	Iteration 59Q: 3 clusters Score -622467.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -622469.062500 Penalty: 3046.325439
	Iteration 60F: 3 clusters Score -622469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -622468.937500 Penalty: 3046.325439
	Iteration 61Q: 3 clusters Score -622468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -622469.562500 Penalty: 3046.325439
	Iteration 62Q: 3 clusters Score -622469.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -622470.937500 Penalty: 3046.325439
	Iteration 63Q: 3 clusters Score -622470.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -622472.187500 Penalty: 3046.325439
	Iteration 64Q: 3 clusters Score -622472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -622472.500000 Penalty: 3046.325439
	Iteration 65Q: 3 clusters Score -622472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -622473.562500 Penalty: 3046.325439
	Iteration 66Q: 3 clusters Score -622473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -622473.562500 Penalty: 3046.325439
	Iteration 67F: 3 clusters Score -622473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Entering Unmasked Estep 
Score: -426662.531250 Penalty: 1457.281616
	Iteration 0F: 2 clusters Score -426662.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -420903.375000 Penalty: 2914.563232
	Iteration 0F: 3 clusters Score -420903.4 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -422623.031250 Penalty: 2914.563232
	Iteration 1F: 3 clusters Score -422623 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -422877.187500 Penalty: 2914.563232
	Iteration 2F: 3 clusters Score -422877.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -423110.562500 Penalty: 2914.563232
	Iteration 3F: 3 clusters Score -423110.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -423363.812500 Penalty: 2914.563232
	Iteration 4F: 3 clusters Score -423363.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -423596.156250 Penalty: 2914.563232
	Iteration 5F: 3 clusters Score -423596.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -423825.562500 Penalty: 2914.563232
	Iteration 6Q: 3 clusters Score -423825.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -424078.812500 Penalty: 2914.563232
	Iteration 7Q: 3 clusters Score -424078.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -424359.093750 Penalty: 2914.563232
	Iteration 8Q: 3 clusters Score -424359.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -424601.218750 Penalty: 2914.563232
	Iteration 9Q: 3 clusters Score -424601.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -424811.687500 Penalty: 2914.563232
	Iteration 10Q: 3 clusters Score -424811.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -424959.625000 Penalty: 2914.563232
	Iteration 11Q: 3 clusters Score -424959.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -425066.812500 Penalty: 2914.563232
	Iteration 12Q: 3 clusters Score -425066.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -425163.375000 Penalty: 2914.563232
	Iteration 13Q: 3 clusters Score -425163.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -425240.281250 Penalty: 2914.563232
	Iteration 14Q: 3 clusters Score -425240.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -425294.500000 Penalty: 2914.563232
	Iteration 15Q: 3 clusters Score -425294.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -425338.406250 Penalty: 2914.563232
	Iteration 16Q: 3 clusters Score -425338.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -425365.343750 Penalty: 2914.563232
	Iteration 17Q: 3 clusters Score -425365.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -425378.437500 Penalty: 2914.563232
	Iteration 18Q: 3 clusters Score -425378.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -425385.562500 Penalty: 2914.563232
	Iteration 19Q: 3 clusters Score -425385.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -425389.750000 Penalty: 2914.563232
	Iteration 20F: 3 clusters Score -425389.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -425393.625000 Penalty: 2914.563232
	Iteration 21Q: 3 clusters Score -425393.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -425398.343750 Penalty: 2914.563232
	Iteration 22Q: 3 clusters Score -425398.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -425403.937500 Penalty: 2914.563232
	Iteration 23Q: 3 clusters Score -425403.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -425410.906250 Penalty: 2914.563232
	Iteration 24Q: 3 clusters Score -425410.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -425415.906250 Penalty: 2914.563232
	Iteration 25Q: 3 clusters Score -425415.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -425422.031250 Penalty: 2914.563232
	Iteration 26Q: 3 clusters Score -425422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -425431.312500 Penalty: 2914.563232
	Iteration 27Q: 3 clusters Score -425431.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -425439.000000 Penalty: 2914.563232
	Iteration 28Q: 3 clusters Score -425439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -425440.906250 Penalty: 2914.563232
	Iteration 29Q: 3 clusters Score -425440.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -425443.593750 Penalty: 2914.563232
	Iteration 30Q: 3 clusters Score -425443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -425444.531250 Penalty: 2914.563232
	Iteration 31Q: 3 clusters Score -425444.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -425447.750000 Penalty: 2914.563232
	Iteration 32Q: 3 clusters Score -425447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -425450.343750 Penalty: 2914.563232
	Iteration 33Q: 3 clusters Score -425450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -425451.531250 Penalty: 2914.563232
	Iteration 34Q: 3 clusters Score -425451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -425451.500000 Penalty: 2914.563232
	Iteration 35Q: 3 clusters Score -425451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -425453.187500 Penalty: 2914.563232
	Iteration 36Q: 3 clusters Score -425453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -425454.500000 Penalty: 2914.563232
	Iteration 37Q: 3 clusters Score -425454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -425456.718750 Penalty: 2914.563232
	Iteration 38Q: 3 clusters Score -425456.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -425456.718750 Penalty: 2914.563232
	Iteration 39F: 3 clusters Score -425456.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -93467.328125 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -93467.33 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 1028 members 
Entering Unmasked Estep 
Score: -91389.601562 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -91389.6 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -91800.515625 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -91800.52 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -91893.000000 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -91893 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -91953.867188 Penalty: 2466.862793
	Iteration 3Q: 3 clusters Score -91953.87 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -91999.710938 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -91999.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -92027.679688 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -92027.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -92049.953125 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -92049.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -92068.234375 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -92068.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -92086.335938 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -92086.34 nChanged 30
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: -92107.250000 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -92107.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -92139.000000 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -92139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -92165.859375 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -92165.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -92192.726562 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -92192.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -92211.007812 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -92211.01 nChanged 25
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: -92236.054688 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -92236.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -92270.023438 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -92270.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -92318.804688 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -92318.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -92381.679688 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -92381.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -92432.117188 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -92432.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -92489.492188 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -92489.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -92529.296875 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -92529.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -92548.679688 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -92548.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -92564.257812 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -92564.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -92576.984375 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -92576.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -92593.679688 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -92593.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -92604.820312 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -92604.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -92612.164062 Penalty: 2466.862793
	Iteration 26Q: 3 clusters Score -92612.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -92616.937500 Penalty: 2466.862793
	Iteration 27Q: 3 clusters Score -92616.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -92618.710938 Penalty: 2466.862793
	Iteration 28Q: 3 clusters Score -92618.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -92620.867188 Penalty: 2466.862793
	Iteration 29Q: 3 clusters Score -92620.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -92620.867188 Penalty: 2466.862793
	Iteration 30F: 3 clusters Score -92620.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -131884.281250 Penalty: 1271.342529
	Iteration 0F: 2 clusters Score -131884.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -129445.562500 Penalty: 2542.685059
	Iteration 0F: 3 clusters Score -129445.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -129940.062500 Penalty: 2542.685059
	Iteration 1F: 3 clusters Score -129940.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -130050.242188 Penalty: 2542.685059
	Iteration 2F: 3 clusters Score -130050.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -130107.273438 Penalty: 2542.685059
	Iteration 3Q: 3 clusters Score -130107.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -130152.820312 Penalty: 2542.685059
	Iteration 4Q: 3 clusters Score -130152.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -130187.500000 Penalty: 2542.685059
	Iteration 5Q: 3 clusters Score -130187.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -130214.601562 Penalty: 2542.685059
	Iteration 6Q: 3 clusters Score -130214.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -130238.914062 Penalty: 2542.685059
	Iteration 7Q: 3 clusters Score -130238.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -130251.234375 Penalty: 2542.685059
	Iteration 8Q: 3 clusters Score -130251.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -130261.796875 Penalty: 2542.685059
	Iteration 9Q: 3 clusters Score -130261.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -130273.398438 Penalty: 2542.685059
	Iteration 10Q: 3 clusters Score -130273.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -130282.039062 Penalty: 2542.685059
	Iteration 11Q: 3 clusters Score -130282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -130289.812500 Penalty: 2542.685059
	Iteration 12Q: 3 clusters Score -130289.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -130297.679688 Penalty: 2542.685059
	Iteration 13Q: 3 clusters Score -130297.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -130305.039062 Penalty: 2542.685059
	Iteration 14Q: 3 clusters Score -130305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -130313.906250 Penalty: 2542.685059
	Iteration 15Q: 3 clusters Score -130313.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -130321.023438 Penalty: 2542.685059
	Iteration 16Q: 3 clusters Score -130321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -130326.132812 Penalty: 2542.685059
	Iteration 17Q: 3 clusters Score -130326.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -130333.703125 Penalty: 2542.685059
	Iteration 18Q: 3 clusters Score -130333.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -130337.890625 Penalty: 2542.685059
	Iteration 19Q: 3 clusters Score -130337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -130339.789062 Penalty: 2542.685059
	Iteration 20F: 3 clusters Score -130339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -130340.671875 Penalty: 2542.685059
	Iteration 21Q: 3 clusters Score -130340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -130341.031250 Penalty: 2542.685059
	Iteration 22Q: 3 clusters Score -130341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -130341.351562 Penalty: 2542.685059
	Iteration 23Q: 3 clusters Score -130341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -130341.351562 Penalty: 2542.685059
	Iteration 24F: 3 clusters Score -130341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 48560 members 
Mstep: Class 3 contains 10455 members 
Mstep: Class 5 contains 186024 members 
Mstep: Class 7 contains 53796 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40706 members 
Mstep: Class 10 contains 22875 members 
Mstep: Class 13 contains 20489 members 
Mstep: Class 14 contains 11770 members 
Mstep: Class 18 contains 7847 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849320.000000 Penalty: 27336.611328
Iteration 399Q: 14 clusters Score -2.084932e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 48557 members 
Mstep: Class 3 contains 10460 members 
Mstep: Class 5 contains 186054 members 
Mstep: Class 7 contains 53793 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40703 members 
Mstep: Class 10 contains 22875 members 
Mstep: Class 13 contains 20485 members 
Mstep: Class 14 contains 11756 members 
Mstep: Class 18 contains 7840 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849336.000000 Penalty: 27336.611328
Iteration 400F: 14 clusters Score -2.084934e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 48555 members 
Mstep: Class 3 contains 10461 members 
Mstep: Class 5 contains 186084 members 
Mstep: Class 7 contains 53790 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40700 members 
Mstep: Class 10 contains 22870 members 
Mstep: Class 13 contains 20481 members 
Mstep: Class 14 contains 11749 members 
Mstep: Class 18 contains 7834 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849360.000000 Penalty: 27336.611328
Iteration 401Q: 14 clusters Score -2.084936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 48552 members 
Mstep: Class 3 contains 10462 members 
Mstep: Class 5 contains 186118 members 
Mstep: Class 7 contains 53787 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40697 members 
Mstep: Class 10 contains 22864 members 
Mstep: Class 13 contains 20476 members 
Mstep: Class 14 contains 11744 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849342.000000 Penalty: 27336.611328
Iteration 402Q: 14 clusters Score -2.084934e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 48545 members 
Mstep: Class 3 contains 10463 members 
Mstep: Class 5 contains 186155 members 
Mstep: Class 7 contains 53784 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40693 members 
Mstep: Class 10 contains 22861 members 
Mstep: Class 13 contains 20468 members 
Mstep: Class 14 contains 11739 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849314.000000 Penalty: 27336.611328
Iteration 403Q: 14 clusters Score -2.084931e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 48542 members 
Mstep: Class 3 contains 10466 members 
Mstep: Class 5 contains 186187 members 
Mstep: Class 7 contains 53784 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40689 members 
Mstep: Class 10 contains 22859 members 
Mstep: Class 13 contains 20458 members 
Mstep: Class 14 contains 11731 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849302.000000 Penalty: 27336.611328
Iteration 404Q: 14 clusters Score -2.08493e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 48536 members 
Mstep: Class 3 contains 10469 members 
Mstep: Class 5 contains 186218 members 
Mstep: Class 7 contains 53781 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40689 members 
Mstep: Class 10 contains 22855 members 
Mstep: Class 13 contains 20452 members 
Mstep: Class 14 contains 11718 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849318.000000 Penalty: 27336.611328
Iteration 405Q: 14 clusters Score -2.084932e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 48530 members 
Mstep: Class 3 contains 10471 members 
Mstep: Class 5 contains 186256 members 
Mstep: Class 7 contains 53779 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40687 members 
Mstep: Class 10 contains 22850 members 
Mstep: Class 13 contains 20442 members 
Mstep: Class 14 contains 11708 members 
Mstep: Class 18 contains 7810 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849310.000000 Penalty: 27336.611328
Iteration 406Q: 14 clusters Score -2.084931e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 48525 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 5 contains 186293 members 
Mstep: Class 7 contains 53773 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40684 members 
Mstep: Class 10 contains 22850 members 
Mstep: Class 13 contains 20434 members 
Mstep: Class 14 contains 11701 members 
Mstep: Class 18 contains 7801 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849330.000000 Penalty: 27336.611328
Iteration 407Q: 14 clusters Score -2.084933e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 48516 members 
Mstep: Class 3 contains 10474 members 
Mstep: Class 5 contains 186325 members 
Mstep: Class 7 contains 53773 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40684 members 
Mstep: Class 10 contains 22851 members 
Mstep: Class 13 contains 20425 members 
Mstep: Class 14 contains 11698 members 
Mstep: Class 18 contains 7791 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849294.000000 Penalty: 27336.611328
Iteration 408Q: 14 clusters Score -2.084929e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 48508 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 5 contains 186362 members 
Mstep: Class 7 contains 53772 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40680 members 
Mstep: Class 10 contains 22849 members 
Mstep: Class 13 contains 20420 members 
Mstep: Class 14 contains 11696 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849356.000000 Penalty: 27336.611328
Iteration 409Q: 14 clusters Score -2.084936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 48499 members 
Mstep: Class 3 contains 10474 members 
Mstep: Class 5 contains 186387 members 
Mstep: Class 7 contains 53772 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40677 members 
Mstep: Class 10 contains 22848 members 
Mstep: Class 13 contains 20420 members 
Mstep: Class 14 contains 11692 members 
Mstep: Class 18 contains 7778 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849338.000000 Penalty: 27336.611328
Iteration 410Q: 14 clusters Score -2.084934e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 48488 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 5 contains 186412 members 
Mstep: Class 7 contains 53772 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40672 members 
Mstep: Class 10 contains 22846 members 
Mstep: Class 13 contains 20417 members 
Mstep: Class 14 contains 11691 members 
Mstep: Class 18 contains 7775 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849350.000000 Penalty: 27336.611328
Iteration 411Q: 14 clusters Score -2.084935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 48478 members 
Mstep: Class 3 contains 10476 members 
Mstep: Class 5 contains 186437 members 
Mstep: Class 7 contains 53770 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40669 members 
Mstep: Class 10 contains 22844 members 
Mstep: Class 13 contains 20411 members 
Mstep: Class 14 contains 11690 members 
Mstep: Class 18 contains 7772 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849320.000000 Penalty: 27336.611328
Iteration 412Q: 14 clusters Score -2.084932e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 48471 members 
Mstep: Class 3 contains 10476 members 
Mstep: Class 5 contains 186464 members 
Mstep: Class 7 contains 53770 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40664 members 
Mstep: Class 10 contains 22840 members 
Mstep: Class 13 contains 20406 members 
Mstep: Class 14 contains 11690 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849312.000000 Penalty: 27336.611328
Iteration 413Q: 14 clusters Score -2.084931e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 48466 members 
Mstep: Class 3 contains 10477 members 
Mstep: Class 5 contains 186490 members 
Mstep: Class 7 contains 53770 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40659 members 
Mstep: Class 10 contains 22832 members 
Mstep: Class 13 contains 20401 members 
Mstep: Class 14 contains 11690 members 
Mstep: Class 18 contains 7764 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849324.000000 Penalty: 27336.611328
Iteration 414Q: 14 clusters Score -2.084932e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 48461 members 
Mstep: Class 3 contains 10478 members 
Mstep: Class 5 contains 186519 members 
Mstep: Class 7 contains 53769 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40657 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 13 contains 20396 members 
Mstep: Class 14 contains 11690 members 
Mstep: Class 18 contains 7756 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849340.000000 Penalty: 27336.611328
Iteration 415Q: 14 clusters Score -2.084934e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 48459 members 
Mstep: Class 3 contains 10479 members 
Mstep: Class 5 contains 186546 members 
Mstep: Class 7 contains 53764 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40656 members 
Mstep: Class 10 contains 22821 members 
Mstep: Class 13 contains 20392 members 
Mstep: Class 14 contains 11689 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849332.000000 Penalty: 27336.611328
Iteration 416Q: 14 clusters Score -2.084933e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 48453 members 
Mstep: Class 3 contains 10480 members 
Mstep: Class 5 contains 186570 members 
Mstep: Class 7 contains 53761 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40655 members 
Mstep: Class 10 contains 22814 members 
Mstep: Class 13 contains 20389 members 
Mstep: Class 14 contains 11689 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849316.000000 Penalty: 27336.611328
Iteration 417Q: 14 clusters Score -2.084932e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 48453 members 
Mstep: Class 3 contains 10482 members 
Mstep: Class 5 contains 186583 members 
Mstep: Class 7 contains 53758 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40654 members 
Mstep: Class 10 contains 22806 members 
Mstep: Class 13 contains 20387 members 
Mstep: Class 14 contains 11689 members 
Mstep: Class 18 contains 7747 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849316.000000 Penalty: 27336.611328
Iteration 418Q: 14 clusters Score -2.084932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 48451 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 5 contains 186598 members 
Mstep: Class 7 contains 53758 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40652 members 
Mstep: Class 10 contains 22802 members 
Mstep: Class 13 contains 20384 members 
Mstep: Class 14 contains 11689 members 
Mstep: Class 18 contains 7746 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849332.000000 Penalty: 27336.611328
Iteration 419Q: 14 clusters Score -2.084933e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 48448 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 5 contains 186614 members 
Mstep: Class 7 contains 53756 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40650 members 
Mstep: Class 10 contains 22798 members 
Mstep: Class 13 contains 20381 members 
Mstep: Class 14 contains 11689 members 
Mstep: Class 18 contains 7745 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849290.000000 Penalty: 27336.611328
Iteration 420F: 14 clusters Score -2.084929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 48448 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 5 contains 186626 members 
Mstep: Class 7 contains 53756 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40648 members 
Mstep: Class 10 contains 22793 members 
Mstep: Class 13 contains 20377 members 
Mstep: Class 14 contains 11688 members 
Mstep: Class 18 contains 7745 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849300.000000 Penalty: 27336.611328
Iteration 421Q: 14 clusters Score -2.08493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 48446 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 5 contains 186635 members 
Mstep: Class 7 contains 53756 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40646 members 
Mstep: Class 10 contains 22792 members 
Mstep: Class 13 contains 20376 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 18 contains 7745 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849312.000000 Penalty: 27336.611328
Iteration 422Q: 14 clusters Score -2.084931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 48445 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 5 contains 186641 members 
Mstep: Class 7 contains 53755 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40645 members 
Mstep: Class 10 contains 22791 members 
Mstep: Class 13 contains 20376 members 
Mstep: Class 14 contains 11685 members 
Mstep: Class 18 contains 7745 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849310.000000 Penalty: 27336.611328
Iteration 423Q: 14 clusters Score -2.084931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 48444 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 5 contains 186647 members 
Mstep: Class 7 contains 53755 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40644 members 
Mstep: Class 10 contains 22790 members 
Mstep: Class 13 contains 20376 members 
Mstep: Class 14 contains 11684 members 
Mstep: Class 18 contains 7744 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849304.000000 Penalty: 27336.611328
Iteration 424Q: 14 clusters Score -2.08493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 48441 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 5 contains 186656 members 
Mstep: Class 7 contains 53755 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40644 members 
Mstep: Class 10 contains 22789 members 
Mstep: Class 13 contains 20376 members 
Mstep: Class 14 contains 11681 members 
Mstep: Class 18 contains 7742 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849298.000000 Penalty: 27336.611328
Iteration 425Q: 14 clusters Score -2.08493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 48440 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 5 contains 186660 members 
Mstep: Class 7 contains 53755 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40644 members 
Mstep: Class 10 contains 22787 members 
Mstep: Class 13 contains 20376 members 
Mstep: Class 14 contains 11681 members 
Mstep: Class 18 contains 7742 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849310.000000 Penalty: 27336.611328
Iteration 426Q: 14 clusters Score -2.084931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 48440 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 5 contains 186661 members 
Mstep: Class 7 contains 53755 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40644 members 
Mstep: Class 10 contains 22787 members 
Mstep: Class 13 contains 20376 members 
Mstep: Class 14 contains 11681 members 
Mstep: Class 18 contains 7741 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849306.000000 Penalty: 27336.611328
Iteration 427Q: 14 clusters Score -2.084931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 48440 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 5 contains 186662 members 
Mstep: Class 7 contains 53754 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40644 members 
Mstep: Class 10 contains 22787 members 
Mstep: Class 13 contains 20376 members 
Mstep: Class 14 contains 11681 members 
Mstep: Class 18 contains 7741 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849304.000000 Penalty: 27336.611328
Iteration 428Q: 14 clusters Score -2.08493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 48440 members 
Mstep: Class 3 contains 10483 members 
Mstep: Class 5 contains 186662 members 
Mstep: Class 7 contains 53754 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 40644 members 
Mstep: Class 10 contains 22787 members 
Mstep: Class 13 contains 20376 members 
Mstep: Class 14 contains 11681 members 
Mstep: Class 18 contains 7741 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20849304.000000 Penalty: 27336.611328
Iteration 429F: 14 clusters Score -2.08493e+07 nChanged 0
Entering ConstructFrom: 
Score: -20849304.000000 Penalty: 27336.611328
Entering ConstructFrom: 
Trying to split cluster 1 (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: -458432.781250 Penalty: 1471.736450
	Iteration 0F: 2 clusters Score -458432.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -452240.875000 Penalty: 2943.472900
	Iteration 0F: 3 clusters Score -452240.9 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -454158.687500 Penalty: 2943.472900
	Iteration 1F: 3 clusters Score -454158.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -454344.937500 Penalty: 2943.472900
	Iteration 2F: 3 clusters Score -454344.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -454464.281250 Penalty: 2943.472900
	Iteration 3Q: 3 clusters Score -454464.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -454562.500000 Penalty: 2943.472900
	Iteration 4Q: 3 clusters Score -454562.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -454641.125000 Penalty: 2943.472900
	Iteration 5Q: 3 clusters Score -454641.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -454704.750000 Penalty: 2943.472900
	Iteration 6Q: 3 clusters Score -454704.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -454755.531250 Penalty: 2943.472900
	Iteration 7Q: 3 clusters Score -454755.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -454814.437500 Penalty: 2943.472900
	Iteration 8Q: 3 clusters Score -454814.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -454884.812500 Penalty: 2943.472900
	Iteration 9Q: 3 clusters Score -454884.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -454975.468750 Penalty: 2943.472900
	Iteration 10Q: 3 clusters Score -454975.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -455103.281250 Penalty: 2943.472900
	Iteration 11Q: 3 clusters Score -455103.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -455251.875000 Penalty: 2943.472900
	Iteration 12Q: 3 clusters Score -455251.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -455438.593750 Penalty: 2943.472900
	Iteration 13Q: 3 clusters Score -455438.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -455649.906250 Penalty: 2943.472900
	Iteration 14Q: 3 clusters Score -455649.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -455925.031250 Penalty: 2943.472900
	Iteration 15Q: 3 clusters Score -455925 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -456271.656250 Penalty: 2943.472900
	Iteration 16Q: 3 clusters Score -456271.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -456582.218750 Penalty: 2943.472900
	Iteration 17Q: 3 clusters Score -456582.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -456810.062500 Penalty: 2943.472900
	Iteration 18Q: 3 clusters Score -456810.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -456964.468750 Penalty: 2943.472900
	Iteration 19Q: 3 clusters Score -456964.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -457053.343750 Penalty: 2943.472900
	Iteration 20F: 3 clusters Score -457053.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -457116.687500 Penalty: 2943.472900
	Iteration 21Q: 3 clusters Score -457116.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -457158.437500 Penalty: 2943.472900
	Iteration 22Q: 3 clusters Score -457158.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -457202.625000 Penalty: 2943.472900
	Iteration 23Q: 3 clusters Score -457202.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -457241.531250 Penalty: 2943.472900
	Iteration 24Q: 3 clusters Score -457241.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -457272.968750 Penalty: 2943.472900
	Iteration 25Q: 3 clusters Score -457273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -457290.500000 Penalty: 2943.472900
	Iteration 26Q: 3 clusters Score -457290.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -457297.875000 Penalty: 2943.472900
	Iteration 27Q: 3 clusters Score -457297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -457306.937500 Penalty: 2943.472900
	Iteration 28Q: 3 clusters Score -457306.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -457321.312500 Penalty: 2943.472900
	Iteration 29Q: 3 clusters Score -457321.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -457331.500000 Penalty: 2943.472900
	Iteration 30Q: 3 clusters Score -457331.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -457337.718750 Penalty: 2943.472900
	Iteration 31Q: 3 clusters Score -457337.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -457346.281250 Penalty: 2943.472900
	Iteration 32Q: 3 clusters Score -457346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -457355.125000 Penalty: 2943.472900
	Iteration 33Q: 3 clusters Score -457355.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -457360.656250 Penalty: 2943.472900
	Iteration 34Q: 3 clusters Score -457360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -457363.625000 Penalty: 2943.472900
	Iteration 35Q: 3 clusters Score -457363.6 nChanged 1
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: -457365.250000 Penalty: 2943.472900
	Iteration 36Q: 3 clusters Score -457365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -457368.968750 Penalty: 2943.472900
	Iteration 37Q: 3 clusters Score -457369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -457370.500000 Penalty: 2943.472900
	Iteration 38Q: 3 clusters Score -457370.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -457370.500000 Penalty: 2943.472900
	Iteration 39F: 3 clusters Score -457370.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Entering Unmasked Estep 
Score: -2561744.750000 Penalty: 1753.063232
	Iteration 0F: 2 clusters Score -2561745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2529296.250000 Penalty: 3506.126465
	Iteration 0F: 3 clusters Score -2529296 nChanged 22726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -2542093.500000 Penalty: 3506.126465
	Iteration 1F: 3 clusters Score -2542094 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2542516.000000 Penalty: 3506.126465
	Iteration 2Q: 3 clusters Score -2542516 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -2542978.000000 Penalty: 3506.126465
	Iteration 3Q: 3 clusters Score -2542978 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -2543594.750000 Penalty: 3506.126465
	Iteration 4Q: 3 clusters Score -2543595 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -2544562.000000 Penalty: 3506.126465
	Iteration 5Q: 3 clusters Score -2544562 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -2546225.000000 Penalty: 3506.126465
	Iteration 6F: 3 clusters Score -2546225 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -2548919.500000 Penalty: 3506.126465
	Iteration 7F: 3 clusters Score -2548920 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -2552506.750000 Penalty: 3506.126465
	Iteration 8F: 3 clusters Score -2552507 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -2556237.500000 Penalty: 3506.126465
	Iteration 9F: 3 clusters Score -2556238 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -2558753.000000 Penalty: 3506.126465
	Iteration 10F: 3 clusters Score -2558753 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -2559863.000000 Penalty: 3506.126465
	Iteration 11Q: 3 clusters Score -2559863 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -2560264.250000 Penalty: 3506.126465
	Iteration 12Q: 3 clusters Score -2560264 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -2560406.000000 Penalty: 3506.126465
	Iteration 13Q: 3 clusters Score -2560406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -2560471.750000 Penalty: 3506.126465
	Iteration 14Q: 3 clusters Score -2560472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -2560502.000000 Penalty: 3506.126465
	Iteration 15Q: 3 clusters Score -2560502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -2560515.250000 Penalty: 3506.126465
	Iteration 16Q: 3 clusters Score -2560515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -2560538.500000 Penalty: 3506.126465
	Iteration 17Q: 3 clusters Score -2560538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -2560558.500000 Penalty: 3506.126465
	Iteration 18Q: 3 clusters Score -2560558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -2560563.250000 Penalty: 3506.126465
	Iteration 19Q: 3 clusters Score -2560563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -2560560.000000 Penalty: 3506.126465
	Iteration 20F: 3 clusters Score -2560560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -2560559.000000 Penalty: 3506.126465
	Iteration 21Q: 3 clusters Score -2560559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -2560559.000000 Penalty: 3506.126465
	Iteration 22F: 3 clusters Score -2560559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Entering Unmasked Estep 
Score: -523038.718750 Penalty: 1504.345459
	Iteration 0F: 2 clusters Score -523038.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -515523.312500 Penalty: 3008.690918
	Iteration 0F: 3 clusters Score -515523.3 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -517885.312500 Penalty: 3008.690918
	Iteration 1F: 3 clusters Score -517885.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -518130.875000 Penalty: 3008.690918
	Iteration 2F: 3 clusters Score -518130.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -518327.093750 Penalty: 3008.690918
	Iteration 3Q: 3 clusters Score -518327.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -518490.468750 Penalty: 3008.690918
	Iteration 4Q: 3 clusters Score -518490.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -518627.718750 Penalty: 3008.690918
	Iteration 5Q: 3 clusters Score -518627.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -518767.625000 Penalty: 3008.690918
	Iteration 6Q: 3 clusters Score -518767.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -518933.750000 Penalty: 3008.690918
	Iteration 7Q: 3 clusters Score -518933.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -519172.125000 Penalty: 3008.690918
	Iteration 8Q: 3 clusters Score -519172.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -519490.312500 Penalty: 3008.690918
	Iteration 9Q: 3 clusters Score -519490.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -519905.312500 Penalty: 3008.690918
	Iteration 10F: 3 clusters Score -519905.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -520379.687500 Penalty: 3008.690918
	Iteration 11F: 3 clusters Score -520379.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -520846.625000 Penalty: 3008.690918
	Iteration 12Q: 3 clusters Score -520846.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -521201.093750 Penalty: 3008.690918
	Iteration 13Q: 3 clusters Score -521201.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -521434.156250 Penalty: 3008.690918
	Iteration 14Q: 3 clusters Score -521434.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -521568.656250 Penalty: 3008.690918
	Iteration 15Q: 3 clusters Score -521568.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -521650.093750 Penalty: 3008.690918
	Iteration 16Q: 3 clusters Score -521650.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -521698.562500 Penalty: 3008.690918
	Iteration 17Q: 3 clusters Score -521698.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -521732.625000 Penalty: 3008.690918
	Iteration 18Q: 3 clusters Score -521732.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -521749.968750 Penalty: 3008.690918
	Iteration 19Q: 3 clusters Score -521750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -521758.250000 Penalty: 3008.690918
	Iteration 20F: 3 clusters Score -521758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -521762.750000 Penalty: 3008.690918
	Iteration 21Q: 3 clusters Score -521762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -521764.875000 Penalty: 3008.690918
	Iteration 22Q: 3 clusters Score -521764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -521764.750000 Penalty: 3008.690918
	Iteration 23Q: 3 clusters Score -521764.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -521764.750000 Penalty: 3008.690918
	Iteration 24F: 3 clusters Score -521764.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (186662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186662 members 
Entering Unmasked Estep 
Score: -9474886.000000 Penalty: 1972.271362
	Iteration 0F: 2 clusters Score -9474886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -9349748.000000 Penalty: 3944.542725
	Iteration 0F: 3 clusters Score -9349748 nChanged 90114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87999 members 
Mstep: Class 2 contains 98663 members 
Entering Unmasked Estep 
Score: -9402730.000000 Penalty: 3944.542725
	Iteration 1F: 3 clusters Score -9402730 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 102002 members 
Entering Unmasked Estep 
Score: -9403750.000000 Penalty: 3944.542725
	Iteration 2Q: 3 clusters Score -9403750 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -9405630.000000 Penalty: 3944.542725
	Iteration 3Q: 3 clusters Score -9405630 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 114714 members 
Entering Unmasked Estep 
Score: -9409024.000000 Penalty: 3944.542725
	Iteration 4Q: 3 clusters Score -9409024 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 126103 members 
Entering Unmasked Estep 
Score: -9415941.000000 Penalty: 3944.542725
	Iteration 5F: 3 clusters Score -9415941 nChanged 15625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 141650 members 
Entering Unmasked Estep 
Score: -9428267.000000 Penalty: 3944.542725
	Iteration 6F: 3 clusters Score -9428267 nChanged 17648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -9445456.000000 Penalty: 3944.542725
	Iteration 7F: 3 clusters Score -9445456 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 174054 members 
Entering Unmasked Estep 
Score: -9461075.000000 Penalty: 3944.542725
	Iteration 8F: 3 clusters Score -9461075 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 182219 members 
Entering Unmasked Estep 
Score: -9469293.000000 Penalty: 3944.542725
	Iteration 9Q: 3 clusters Score -9469293 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 185158 members 
Entering Unmasked Estep 
Score: -9472030.000000 Penalty: 3944.542725
	Iteration 10Q: 3 clusters Score -9472030 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 186009 members 
Entering Unmasked Estep 
Score: -9472809.000000 Penalty: 3944.542725
	Iteration 11Q: 3 clusters Score -9472809 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 186229 members 
Entering Unmasked Estep 
Score: -9473034.000000 Penalty: 3944.542725
	Iteration 12Q: 3 clusters Score -9473034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 186302 members 
Entering Unmasked Estep 
Score: -9473117.000000 Penalty: 3944.542725
	Iteration 13Q: 3 clusters Score -9473117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 186328 members 
Entering Unmasked Estep 
Score: -9473159.000000 Penalty: 3944.542725
	Iteration 14Q: 3 clusters Score -9473159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 186340 members 
Entering Unmasked Estep 
Score: -9473182.000000 Penalty: 3944.542725
	Iteration 15Q: 3 clusters Score -9473182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 186346 members 
Entering Unmasked Estep 
Score: -9473203.000000 Penalty: 3944.542725
	Iteration 16Q: 3 clusters Score -9473203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 186348 members 
Entering Unmasked Estep 
Score: -9473222.000000 Penalty: 3944.542725
	Iteration 17Q: 3 clusters Score -9473222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 186345 members 
Entering Unmasked Estep 
Score: -9473228.000000 Penalty: 3944.542725
	Iteration 18Q: 3 clusters Score -9473228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 186347 members 
Entering Unmasked Estep 
Score: -9473241.000000 Penalty: 3944.542725
	Iteration 19Q: 3 clusters Score -9473241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 186349 members 
Entering Unmasked Estep 
Score: -9473249.000000 Penalty: 3944.542725
	Iteration 20F: 3 clusters Score -9473249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 186349 members 
Entering Unmasked Estep 
Score: -9473256.000000 Penalty: 3944.542725
	Iteration 21Q: 3 clusters Score -9473256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 186354 members 
Entering Unmasked Estep 
Score: -9473265.000000 Penalty: 3944.542725
	Iteration 22Q: 3 clusters Score -9473265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 186356 members 
Entering Unmasked Estep 
Score: -9473273.000000 Penalty: 3944.542725
	Iteration 23Q: 3 clusters Score -9473273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 186353 members 
Entering Unmasked Estep 
Score: -9473270.000000 Penalty: 3944.542725
	Iteration 24Q: 3 clusters Score -9473270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 186354 members 
Entering Unmasked Estep 
Score: -9473279.000000 Penalty: 3944.542725
	Iteration 25Q: 3 clusters Score -9473279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 186353 members 
Entering Unmasked Estep 
Score: -9473282.000000 Penalty: 3944.542725
	Iteration 26Q: 3 clusters Score -9473282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 186354 members 
Entering Unmasked Estep 
Score: -9473283.000000 Penalty: 3944.542725
	Iteration 27Q: 3 clusters Score -9473283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 186355 members 
Entering Unmasked Estep 
Score: -9473280.000000 Penalty: 3944.542725
	Iteration 28Q: 3 clusters Score -9473280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 186358 members 
Entering Unmasked Estep 
Score: -9473288.000000 Penalty: 3944.542725
	Iteration 29Q: 3 clusters Score -9473288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 186361 members 
Entering Unmasked Estep 
Score: -9473297.000000 Penalty: 3944.542725
	Iteration 30Q: 3 clusters Score -9473297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 186362 members 
Entering Unmasked Estep 
Score: -9473300.000000 Penalty: 3944.542725
	Iteration 31Q: 3 clusters Score -9473300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 186362 members 
Entering Unmasked Estep 
Score: -9473293.000000 Penalty: 3944.542725
	Iteration 32Q: 3 clusters Score -9473293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 186363 members 
Entering Unmasked Estep 
Score: -9473291.000000 Penalty: 3944.542725
	Iteration 33Q: 3 clusters Score -9473291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 186363 members 
Entering Unmasked Estep 
Score: -9473296.000000 Penalty: 3944.542725
	Iteration 34Q: 3 clusters Score -9473296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186364 members 
Entering Unmasked Estep 
Score: -9473299.000000 Penalty: 3944.542725
	Iteration 35Q: 3 clusters Score -9473299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186364 members 
Entering Unmasked Estep 
Score: -9473296.000000 Penalty: 3944.542725
	Iteration 36Q: 3 clusters Score -9473296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 186365 members 
Entering Unmasked Estep 
Score: -9473305.000000 Penalty: 3944.542725
	Iteration 37Q: 3 clusters Score -9473305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 186365 members 
Entering Unmasked Estep 
Score: -9473305.000000 Penalty: 3944.542725
	Iteration 38Q: 3 clusters Score -9473305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 186365 members 
Entering Unmasked Estep 
Score: -9473304.000000 Penalty: 3944.542725
	Iteration 39Q: 3 clusters Score -9473304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186364 members 
Entering Unmasked Estep 
Score: -9473303.000000 Penalty: 3944.542725
	Iteration 40F: 3 clusters Score -9473303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 186365 members 
Entering Unmasked Estep 
Score: -9473308.000000 Penalty: 3944.542725
	Iteration 41Q: 3 clusters Score -9473308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 186368 members 
Entering Unmasked Estep 
Score: -9473317.000000 Penalty: 3944.542725
	Iteration 42Q: 3 clusters Score -9473317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 186369 members 
Entering Unmasked Estep 
Score: -9473317.000000 Penalty: 3944.542725
	Iteration 43Q: 3 clusters Score -9473317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 186370 members 
Entering Unmasked Estep 
Score: -9473321.000000 Penalty: 3944.542725
	Iteration 44Q: 3 clusters Score -9473321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 186370 members 
Entering Unmasked Estep 
Score: -9473317.000000 Penalty: 3944.542725
	Iteration 45Q: 3 clusters Score -9473317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 186370 members 
Entering Unmasked Estep 
Score: -9473323.000000 Penalty: 3944.542725
	Iteration 46Q: 3 clusters Score -9473323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 186373 members 
Entering Unmasked Estep 
Score: -9473330.000000 Penalty: 3944.542725
	Iteration 47Q: 3 clusters Score -9473330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 186376 members 
Entering Unmasked Estep 
Score: -9473330.000000 Penalty: 3944.542725
	Iteration 48Q: 3 clusters Score -9473330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 186376 members 
Entering Unmasked Estep 
Score: -9473332.000000 Penalty: 3944.542725
	Iteration 49Q: 3 clusters Score -9473332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 186376 members 
Entering Unmasked Estep 
Score: -9473332.000000 Penalty: 3944.542725
	Iteration 50F: 3 clusters Score -9473332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Entering Unmasked Estep 
Score: -2826810.000000 Penalty: 1769.978271
	Iteration 0F: 2 clusters Score -2826810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -2790866.250000 Penalty: 3539.956543
	Iteration 0F: 3 clusters Score -2790866 nChanged 25254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -2805047.750000 Penalty: 3539.956543
	Iteration 1F: 3 clusters Score -2805048 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -2805442.250000 Penalty: 3539.956543
	Iteration 2Q: 3 clusters Score -2805442 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -2805885.750000 Penalty: 3539.956543
	Iteration 3Q: 3 clusters Score -2805886 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -2806408.250000 Penalty: 3539.956543
	Iteration 4Q: 3 clusters Score -2806408 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -2807167.750000 Penalty: 3539.956543
	Iteration 5Q: 3 clusters Score -2807168 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -2808375.500000 Penalty: 3539.956543
	Iteration 6Q: 3 clusters Score -2808376 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -2810272.500000 Penalty: 3539.956543
	Iteration 7F: 3 clusters Score -2810272 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -2813138.750000 Penalty: 3539.956543
	Iteration 8F: 3 clusters Score -2813139 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -2816690.250000 Penalty: 3539.956543
	Iteration 9F: 3 clusters Score -2816690 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -2820064.000000 Penalty: 3539.956543
	Iteration 10F: 3 clusters Score -2820064 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -2822448.750000 Penalty: 3539.956543
	Iteration 11Q: 3 clusters Score -2822449 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -2823927.750000 Penalty: 3539.956543
	Iteration 12Q: 3 clusters Score -2823928 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -2824642.750000 Penalty: 3539.956543
	Iteration 13Q: 3 clusters Score -2824643 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -2824969.250000 Penalty: 3539.956543
	Iteration 14Q: 3 clusters Score -2824969 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -2825121.250000 Penalty: 3539.956543
	Iteration 15Q: 3 clusters Score -2825121 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -2825227.750000 Penalty: 3539.956543
	Iteration 16Q: 3 clusters Score -2825228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -2825283.250000 Penalty: 3539.956543
	Iteration 17Q: 3 clusters Score -2825283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -2825319.250000 Penalty: 3539.956543
	Iteration 18Q: 3 clusters Score -2825319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -2825329.500000 Penalty: 3539.956543
	Iteration 19Q: 3 clusters Score -2825330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -2825342.250000 Penalty: 3539.956543
	Iteration 20F: 3 clusters Score -2825342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -2825350.750000 Penalty: 3539.956543
	Iteration 21Q: 3 clusters Score -2825351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -2825358.250000 Penalty: 3539.956543
	Iteration 22Q: 3 clusters Score -2825358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -2825361.000000 Penalty: 3539.956543
	Iteration 23Q: 3 clusters Score -2825361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -2825363.000000 Penalty: 3539.956543
	Iteration 24Q: 3 clusters Score -2825363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -2825364.000000 Penalty: 3539.956543
	Iteration 25Q: 3 clusters Score -2825364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -2825363.250000 Penalty: 3539.956543
	Iteration 26Q: 3 clusters Score -2825363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -2825366.250000 Penalty: 3539.956543
	Iteration 27Q: 3 clusters Score -2825366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -2825366.250000 Penalty: 3539.956543
	Iteration 28F: 3 clusters Score -2825366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -61243.886719 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -61243.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -59684.242188 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -59684.24 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -59948.636719 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -59948.64 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -60032.296875 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -60032.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -60069.691406 Penalty: 2302.101074
	Iteration 3Q: 3 clusters Score -60069.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60090.179688 Penalty: 2302.101074
	Iteration 4Q: 3 clusters Score -60090.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60101.742188 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -60101.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60109.953125 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -60109.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60117.347656 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -60117.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60126.281250 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -60126.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60131.269531 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -60131.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -60138.808594 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -60138.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -60146.042969 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -60146.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -60156.328125 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -60156.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60160.457031 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -60160.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -60166.886719 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -60166.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -60169.781250 Penalty: 2302.101074
	Iteration 15Q: 3 clusters Score -60169.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -60173.882812 Penalty: 2302.101074
	Iteration 16Q: 3 clusters Score -60173.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -60174.808594 Penalty: 2302.101074
	Iteration 17Q: 3 clusters Score -60174.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -60176.199219 Penalty: 2302.101074
	Iteration 18Q: 3 clusters Score -60176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -60176.609375 Penalty: 2302.101074
	Iteration 19Q: 3 clusters Score -60176.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -60177.605469 Penalty: 2302.101074
	Iteration 20F: 3 clusters Score -60177.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -60177.953125 Penalty: 2302.101074
	Iteration 21Q: 3 clusters Score -60177.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -60177.953125 Penalty: 2302.101074
	Iteration 22F: 3 clusters Score -60177.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Entering Unmasked Estep 
Score: -2160835.250000 Penalty: 1724.548462
	Iteration 0F: 2 clusters Score -2160835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2133614.250000 Penalty: 3449.096924
	Iteration 0F: 3 clusters Score -2133614 nChanged 18840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2144225.500000 Penalty: 3449.096924
	Iteration 1F: 3 clusters Score -2144226 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2144659.500000 Penalty: 3449.096924
	Iteration 2Q: 3 clusters Score -2144660 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2145111.000000 Penalty: 3449.096924
	Iteration 3Q: 3 clusters Score -2145111 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2145627.250000 Penalty: 3449.096924
	Iteration 4Q: 3 clusters Score -2145627 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2146339.250000 Penalty: 3449.096924
	Iteration 5Q: 3 clusters Score -2146339 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2147363.500000 Penalty: 3449.096924
	Iteration 6Q: 3 clusters Score -2147364 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2148827.250000 Penalty: 3449.096924
	Iteration 7F: 3 clusters Score -2148827 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2150888.750000 Penalty: 3449.096924
	Iteration 8F: 3 clusters Score -2150889 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2153301.500000 Penalty: 3449.096924
	Iteration 9F: 3 clusters Score -2153302 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2155631.250000 Penalty: 3449.096924
	Iteration 10F: 3 clusters Score -2155631 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2157287.250000 Penalty: 3449.096924
	Iteration 11Q: 3 clusters Score -2157287 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2158246.750000 Penalty: 3449.096924
	Iteration 12Q: 3 clusters Score -2158247 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2158781.250000 Penalty: 3449.096924
	Iteration 13Q: 3 clusters Score -2158781 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2159035.750000 Penalty: 3449.096924
	Iteration 14Q: 3 clusters Score -2159036 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2159177.000000 Penalty: 3449.096924
	Iteration 15Q: 3 clusters Score -2159177 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2159254.250000 Penalty: 3449.096924
	Iteration 16Q: 3 clusters Score -2159254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2159310.000000 Penalty: 3449.096924
	Iteration 17Q: 3 clusters Score -2159310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2159341.500000 Penalty: 3449.096924
	Iteration 18Q: 3 clusters Score -2159342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2159363.500000 Penalty: 3449.096924
	Iteration 19Q: 3 clusters Score -2159364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2159376.000000 Penalty: 3449.096924
	Iteration 20F: 3 clusters Score -2159376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2159378.750000 Penalty: 3449.096924
	Iteration 21Q: 3 clusters Score -2159379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2159392.000000 Penalty: 3449.096924
	Iteration 22Q: 3 clusters Score -2159392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2159397.500000 Penalty: 3449.096924
	Iteration 23Q: 3 clusters Score -2159398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2159398.500000 Penalty: 3449.096924
	Iteration 24Q: 3 clusters Score -2159398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2159401.000000 Penalty: 3449.096924
	Iteration 25Q: 3 clusters Score -2159401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2159400.500000 Penalty: 3449.096924
	Iteration 26Q: 3 clusters Score -2159400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2159399.250000 Penalty: 3449.096924
	Iteration 27Q: 3 clusters Score -2159399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2159404.000000 Penalty: 3449.096924
	Iteration 28Q: 3 clusters Score -2159404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2159404.750000 Penalty: 3449.096924
	Iteration 29Q: 3 clusters Score -2159405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2159408.000000 Penalty: 3449.096924
	Iteration 30Q: 3 clusters Score -2159408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2159413.250000 Penalty: 3449.096924
	Iteration 31Q: 3 clusters Score -2159413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2159421.500000 Penalty: 3449.096924
	Iteration 32Q: 3 clusters Score -2159422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2159426.500000 Penalty: 3449.096924
	Iteration 33Q: 3 clusters Score -2159426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2159425.500000 Penalty: 3449.096924
	Iteration 34Q: 3 clusters Score -2159426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2159425.500000 Penalty: 3449.096924
	Iteration 35F: 3 clusters Score -2159426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Entering Unmasked Estep 
Score: -1204714.375000 Penalty: 1630.516113
	Iteration 0F: 2 clusters Score -1204714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1189193.125000 Penalty: 3261.032227
	Iteration 0F: 3 clusters Score -1189193 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1194966.500000 Penalty: 3261.032227
	Iteration 1F: 3 clusters Score -1194966 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1195281.750000 Penalty: 3261.032227
	Iteration 2Q: 3 clusters Score -1195282 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1195583.000000 Penalty: 3261.032227
	Iteration 3Q: 3 clusters Score -1195583 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1195868.750000 Penalty: 3261.032227
	Iteration 4Q: 3 clusters Score -1195869 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1196140.125000 Penalty: 3261.032227
	Iteration 5Q: 3 clusters Score -1196140 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1196443.625000 Penalty: 3261.032227
	Iteration 6Q: 3 clusters Score -1196444 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1196795.250000 Penalty: 3261.032227
	Iteration 7Q: 3 clusters Score -1196795 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1197209.000000 Penalty: 3261.032227
	Iteration 8Q: 3 clusters Score -1197209 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1197832.750000 Penalty: 3261.032227
	Iteration 9Q: 3 clusters Score -1197833 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1198613.000000 Penalty: 3261.032227
	Iteration 10Q: 3 clusters Score -1198613 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1199411.875000 Penalty: 3261.032227
	Iteration 11F: 3 clusters Score -1199412 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1199863.375000 Penalty: 3261.032227
	Iteration 12Q: 3 clusters Score -1199863 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1200103.625000 Penalty: 3261.032227
	Iteration 13Q: 3 clusters Score -1200104 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1200255.750000 Penalty: 3261.032227
	Iteration 14Q: 3 clusters Score -1200256 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1200368.250000 Penalty: 3261.032227
	Iteration 15Q: 3 clusters Score -1200368 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1200465.500000 Penalty: 3261.032227
	Iteration 16Q: 3 clusters Score -1200466 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1200550.125000 Penalty: 3261.032227
	Iteration 17Q: 3 clusters Score -1200550 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1200663.375000 Penalty: 3261.032227
	Iteration 18Q: 3 clusters Score -1200663 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1200764.500000 Penalty: 3261.032227
	Iteration 19Q: 3 clusters Score -1200764 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1200855.000000 Penalty: 3261.032227
	Iteration 20F: 3 clusters Score -1200855 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1200941.375000 Penalty: 3261.032227
	Iteration 21Q: 3 clusters Score -1200941 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1201024.500000 Penalty: 3261.032227
	Iteration 22Q: 3 clusters Score -1201024 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1201112.375000 Penalty: 3261.032227
	Iteration 23Q: 3 clusters Score -1201112 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1201198.500000 Penalty: 3261.032227
	Iteration 24Q: 3 clusters Score -1201198 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1201300.000000 Penalty: 3261.032227
	Iteration 25Q: 3 clusters Score -1201300 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1201387.125000 Penalty: 3261.032227
	Iteration 26Q: 3 clusters Score -1201387 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1201474.125000 Penalty: 3261.032227
	Iteration 27Q: 3 clusters Score -1201474 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1201548.250000 Penalty: 3261.032227
	Iteration 28Q: 3 clusters Score -1201548 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1201626.625000 Penalty: 3261.032227
	Iteration 29Q: 3 clusters Score -1201627 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1201710.250000 Penalty: 3261.032227
	Iteration 30Q: 3 clusters Score -1201710 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -1201807.000000 Penalty: 3261.032227
	Iteration 31Q: 3 clusters Score -1201807 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -1201879.375000 Penalty: 3261.032227
	Iteration 32Q: 3 clusters Score -1201879 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1201962.000000 Penalty: 3261.032227
	Iteration 33Q: 3 clusters Score -1201962 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -1202043.125000 Penalty: 3261.032227
	Iteration 34Q: 3 clusters Score -1202043 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -1202142.625000 Penalty: 3261.032227
	Iteration 35Q: 3 clusters Score -1202143 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -1202237.250000 Penalty: 3261.032227
	Iteration 36Q: 3 clusters Score -1202237 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1202324.000000 Penalty: 3261.032227
	Iteration 37Q: 3 clusters Score -1202324 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1202393.500000 Penalty: 3261.032227
	Iteration 38Q: 3 clusters Score -1202394 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -1202461.500000 Penalty: 3261.032227
	Iteration 39Q: 3 clusters Score -1202462 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1202525.625000 Penalty: 3261.032227
	Iteration 40F: 3 clusters Score -1202526 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -1202585.750000 Penalty: 3261.032227
	Iteration 41Q: 3 clusters Score -1202586 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -1202634.625000 Penalty: 3261.032227
	Iteration 42Q: 3 clusters Score -1202635 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -1202670.875000 Penalty: 3261.032227
	Iteration 43Q: 3 clusters Score -1202671 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -1202708.250000 Penalty: 3261.032227
	Iteration 44Q: 3 clusters Score -1202708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -1202758.500000 Penalty: 3261.032227
	Iteration 45Q: 3 clusters Score -1202758 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -1202807.875000 Penalty: 3261.032227
	Iteration 46Q: 3 clusters Score -1202808 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -1202855.125000 Penalty: 3261.032227
	Iteration 47Q: 3 clusters Score -1202855 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -1202909.500000 Penalty: 3261.032227
	Iteration 48Q: 3 clusters Score -1202910 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -1202944.750000 Penalty: 3261.032227
	Iteration 49Q: 3 clusters Score -1202945 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -1202979.875000 Penalty: 3261.032227
	Iteration 50Q: 3 clusters Score -1202980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -1203008.625000 Penalty: 3261.032227
	Iteration 51Q: 3 clusters Score -1203009 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -1203036.375000 Penalty: 3261.032227
	Iteration 52Q: 3 clusters Score -1203036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -1203063.500000 Penalty: 3261.032227
	Iteration 53Q: 3 clusters Score -1203064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -1203086.500000 Penalty: 3261.032227
	Iteration 54Q: 3 clusters Score -1203086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -1203102.875000 Penalty: 3261.032227
	Iteration 55Q: 3 clusters Score -1203103 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -1203125.000000 Penalty: 3261.032227
	Iteration 56Q: 3 clusters Score -1203125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -1203148.750000 Penalty: 3261.032227
	Iteration 57Q: 3 clusters Score -1203149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -1203174.750000 Penalty: 3261.032227
	Iteration 58Q: 3 clusters Score -1203175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -1203193.250000 Penalty: 3261.032227
	Iteration 59Q: 3 clusters Score -1203193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -1203214.375000 Penalty: 3261.032227
	Iteration 60F: 3 clusters Score -1203214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -1203230.750000 Penalty: 3261.032227
	Iteration 61Q: 3 clusters Score -1203231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -1203245.375000 Penalty: 3261.032227
	Iteration 62Q: 3 clusters Score -1203245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -1203252.125000 Penalty: 3261.032227
	Iteration 63Q: 3 clusters Score -1203252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -1203258.750000 Penalty: 3261.032227
	Iteration 64Q: 3 clusters Score -1203259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -1203263.375000 Penalty: 3261.032227
	Iteration 65Q: 3 clusters Score -1203263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -1203273.500000 Penalty: 3261.032227
	Iteration 66Q: 3 clusters Score -1203274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -1203277.875000 Penalty: 3261.032227
	Iteration 67Q: 3 clusters Score -1203278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -1203287.625000 Penalty: 3261.032227
	Iteration 68Q: 3 clusters Score -1203288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -1203293.000000 Penalty: 3261.032227
	Iteration 69Q: 3 clusters Score -1203293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -1203295.000000 Penalty: 3261.032227
	Iteration 70Q: 3 clusters Score -1203295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -1203299.750000 Penalty: 3261.032227
	Iteration 71Q: 3 clusters Score -1203300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -1203300.250000 Penalty: 3261.032227
	Iteration 72Q: 3 clusters Score -1203300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -1203300.625000 Penalty: 3261.032227
	Iteration 73Q: 3 clusters Score -1203301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -1203303.750000 Penalty: 3261.032227
	Iteration 74Q: 3 clusters Score -1203304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -1203306.000000 Penalty: 3261.032227
	Iteration 75Q: 3 clusters Score -1203306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -1203307.625000 Penalty: 3261.032227
	Iteration 76Q: 3 clusters Score -1203308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -1203307.625000 Penalty: 3261.032227
	Iteration 77Q: 3 clusters Score -1203308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -1203309.875000 Penalty: 3261.032227
	Iteration 78Q: 3 clusters Score -1203310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -1203309.625000 Penalty: 3261.032227
	Iteration 79Q: 3 clusters Score -1203310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -1203309.625000 Penalty: 3261.032227
	Iteration 80F: 3 clusters Score -1203310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Entering Unmasked Estep 
Score: -1080398.500000 Penalty: 1612.343384
	Iteration 0F: 2 clusters Score -1080398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1066496.375000 Penalty: 3224.686768
	Iteration 0F: 3 clusters Score -1066496 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1071491.250000 Penalty: 3224.686768
	Iteration 1F: 3 clusters Score -1071491 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1071889.250000 Penalty: 3224.686768
	Iteration 2Q: 3 clusters Score -1071889 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1072323.000000 Penalty: 3224.686768
	Iteration 3Q: 3 clusters Score -1072323 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1072811.625000 Penalty: 3224.686768
	Iteration 4F: 3 clusters Score -1072812 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1073368.375000 Penalty: 3224.686768
	Iteration 5F: 3 clusters Score -1073368 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1074065.625000 Penalty: 3224.686768
	Iteration 6F: 3 clusters Score -1074066 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1074970.125000 Penalty: 3224.686768
	Iteration 7F: 3 clusters Score -1074970 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1076053.250000 Penalty: 3224.686768
	Iteration 8F: 3 clusters Score -1076053 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1076891.375000 Penalty: 3224.686768
	Iteration 9F: 3 clusters Score -1076891 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1077257.000000 Penalty: 3224.686768
	Iteration 10Q: 3 clusters Score -1077257 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1077420.875000 Penalty: 3224.686768
	Iteration 11Q: 3 clusters Score -1077421 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1077505.125000 Penalty: 3224.686768
	Iteration 12Q: 3 clusters Score -1077505 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1077560.875000 Penalty: 3224.686768
	Iteration 13Q: 3 clusters Score -1077561 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1077603.500000 Penalty: 3224.686768
	Iteration 14Q: 3 clusters Score -1077604 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1077641.750000 Penalty: 3224.686768
	Iteration 15Q: 3 clusters Score -1077642 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1077683.875000 Penalty: 3224.686768
	Iteration 16Q: 3 clusters Score -1077684 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1077724.500000 Penalty: 3224.686768
	Iteration 17Q: 3 clusters Score -1077724 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1077760.875000 Penalty: 3224.686768
	Iteration 18Q: 3 clusters Score -1077761 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1077792.625000 Penalty: 3224.686768
	Iteration 19Q: 3 clusters Score -1077793 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1077819.875000 Penalty: 3224.686768
	Iteration 20F: 3 clusters Score -1077820 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1077853.625000 Penalty: 3224.686768
	Iteration 21Q: 3 clusters Score -1077854 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1077878.875000 Penalty: 3224.686768
	Iteration 22Q: 3 clusters Score -1077879 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1077909.875000 Penalty: 3224.686768
	Iteration 23Q: 3 clusters Score -1077910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1077941.500000 Penalty: 3224.686768
	Iteration 24Q: 3 clusters Score -1077942 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1077974.625000 Penalty: 3224.686768
	Iteration 25Q: 3 clusters Score -1077975 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1078009.500000 Penalty: 3224.686768
	Iteration 26Q: 3 clusters Score -1078010 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1078039.375000 Penalty: 3224.686768
	Iteration 27Q: 3 clusters Score -1078039 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1078070.375000 Penalty: 3224.686768
	Iteration 28Q: 3 clusters Score -1078070 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1078093.000000 Penalty: 3224.686768
	Iteration 29Q: 3 clusters Score -1078093 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1078122.500000 Penalty: 3224.686768
	Iteration 30Q: 3 clusters Score -1078122 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1078139.625000 Penalty: 3224.686768
	Iteration 31Q: 3 clusters Score -1078140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1078167.000000 Penalty: 3224.686768
	Iteration 32Q: 3 clusters Score -1078167 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1078190.375000 Penalty: 3224.686768
	Iteration 33Q: 3 clusters Score -1078190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1078207.000000 Penalty: 3224.686768
	Iteration 34Q: 3 clusters Score -1078207 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1078231.250000 Penalty: 3224.686768
	Iteration 35Q: 3 clusters Score -1078231 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1078252.500000 Penalty: 3224.686768
	Iteration 36Q: 3 clusters Score -1078252 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1078273.250000 Penalty: 3224.686768
	Iteration 37Q: 3 clusters Score -1078273 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1078302.625000 Penalty: 3224.686768
	Iteration 38Q: 3 clusters Score -1078303 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1078322.375000 Penalty: 3224.686768
	Iteration 39Q: 3 clusters Score -1078322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1078353.000000 Penalty: 3224.686768
	Iteration 40F: 3 clusters Score -1078353 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1078382.500000 Penalty: 3224.686768
	Iteration 41Q: 3 clusters Score -1078382 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1078410.500000 Penalty: 3224.686768
	Iteration 42Q: 3 clusters Score -1078410 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1078445.625000 Penalty: 3224.686768
	Iteration 43Q: 3 clusters Score -1078446 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1078477.250000 Penalty: 3224.686768
	Iteration 44Q: 3 clusters Score -1078477 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1078510.000000 Penalty: 3224.686768
	Iteration 45Q: 3 clusters Score -1078510 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1078538.625000 Penalty: 3224.686768
	Iteration 46Q: 3 clusters Score -1078539 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1078574.000000 Penalty: 3224.686768
	Iteration 47Q: 3 clusters Score -1078574 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1078607.375000 Penalty: 3224.686768
	Iteration 48Q: 3 clusters Score -1078607 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1078636.625000 Penalty: 3224.686768
	Iteration 49Q: 3 clusters Score -1078637 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1078657.750000 Penalty: 3224.686768
	Iteration 50Q: 3 clusters Score -1078658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1078676.750000 Penalty: 3224.686768
	Iteration 51Q: 3 clusters Score -1078677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1078701.250000 Penalty: 3224.686768
	Iteration 52Q: 3 clusters Score -1078701 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1078721.875000 Penalty: 3224.686768
	Iteration 53Q: 3 clusters Score -1078722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1078746.125000 Penalty: 3224.686768
	Iteration 54Q: 3 clusters Score -1078746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1078768.250000 Penalty: 3224.686768
	Iteration 55Q: 3 clusters Score -1078768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1078788.875000 Penalty: 3224.686768
	Iteration 56Q: 3 clusters Score -1078789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1078810.500000 Penalty: 3224.686768
	Iteration 57Q: 3 clusters Score -1078810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1078825.375000 Penalty: 3224.686768
	Iteration 58Q: 3 clusters Score -1078825 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1078842.750000 Penalty: 3224.686768
	Iteration 59Q: 3 clusters Score -1078843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1078864.250000 Penalty: 3224.686768
	Iteration 60F: 3 clusters Score -1078864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1078877.375000 Penalty: 3224.686768
	Iteration 61Q: 3 clusters Score -1078877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1078894.500000 Penalty: 3224.686768
	Iteration 62Q: 3 clusters Score -1078894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1078903.500000 Penalty: 3224.686768
	Iteration 63Q: 3 clusters Score -1078904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1078906.750000 Penalty: 3224.686768
	Iteration 64Q: 3 clusters Score -1078907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1078918.000000 Penalty: 3224.686768
	Iteration 65Q: 3 clusters Score -1078918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1078920.750000 Penalty: 3224.686768
	Iteration 66Q: 3 clusters Score -1078921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1078928.250000 Penalty: 3224.686768
	Iteration 67Q: 3 clusters Score -1078928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1078935.250000 Penalty: 3224.686768
	Iteration 68Q: 3 clusters Score -1078935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1078938.750000 Penalty: 3224.686768
	Iteration 69Q: 3 clusters Score -1078939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1078944.125000 Penalty: 3224.686768
	Iteration 70Q: 3 clusters Score -1078944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1078949.375000 Penalty: 3224.686768
	Iteration 71Q: 3 clusters Score -1078949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1078953.125000 Penalty: 3224.686768
	Iteration 72Q: 3 clusters Score -1078953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1078954.625000 Penalty: 3224.686768
	Iteration 73Q: 3 clusters Score -1078955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1078960.375000 Penalty: 3224.686768
	Iteration 74Q: 3 clusters Score -1078960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1078961.250000 Penalty: 3224.686768
	Iteration 75Q: 3 clusters Score -1078961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1078962.250000 Penalty: 3224.686768
	Iteration 76Q: 3 clusters Score -1078962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1078964.250000 Penalty: 3224.686768
	Iteration 77Q: 3 clusters Score -1078964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1078967.500000 Penalty: 3224.686768
	Iteration 78Q: 3 clusters Score -1078968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1078969.250000 Penalty: 3224.686768
	Iteration 79Q: 3 clusters Score -1078969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1078974.500000 Penalty: 3224.686768
	Iteration 80F: 3 clusters Score -1078974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1078977.125000 Penalty: 3224.686768
	Iteration 81Q: 3 clusters Score -1078977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1078984.375000 Penalty: 3224.686768
	Iteration 82Q: 3 clusters Score -1078984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1078988.625000 Penalty: 3224.686768
	Iteration 83Q: 3 clusters Score -1078989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1078994.375000 Penalty: 3224.686768
	Iteration 84Q: 3 clusters Score -1078994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1078999.125000 Penalty: 3224.686768
	Iteration 85Q: 3 clusters Score -1078999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1079002.750000 Penalty: 3224.686768
	Iteration 86Q: 3 clusters Score -1079003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1079009.625000 Penalty: 3224.686768
	Iteration 87Q: 3 clusters Score -1079010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1079012.625000 Penalty: 3224.686768
	Iteration 88Q: 3 clusters Score -1079013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1079018.625000 Penalty: 3224.686768
	Iteration 89Q: 3 clusters Score -1079019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1079022.625000 Penalty: 3224.686768
	Iteration 90Q: 3 clusters Score -1079023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1079026.625000 Penalty: 3224.686768
	Iteration 91Q: 3 clusters Score -1079027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1079027.250000 Penalty: 3224.686768
	Iteration 92Q: 3 clusters Score -1079027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1079029.250000 Penalty: 3224.686768
	Iteration 93Q: 3 clusters Score -1079029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1079032.625000 Penalty: 3224.686768
	Iteration 94Q: 3 clusters Score -1079033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1079035.500000 Penalty: 3224.686768
	Iteration 95Q: 3 clusters Score -1079036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1079038.375000 Penalty: 3224.686768
	Iteration 96Q: 3 clusters Score -1079038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1079038.000000 Penalty: 3224.686768
	Iteration 97Q: 3 clusters Score -1079038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1079040.625000 Penalty: 3224.686768
	Iteration 98Q: 3 clusters Score -1079041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1079041.375000 Penalty: 3224.686768
	Iteration 99Q: 3 clusters Score -1079041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1079042.750000 Penalty: 3224.686768
	Iteration 100F: 3 clusters Score -1079043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1079043.125000 Penalty: 3224.686768
	Iteration 101Q: 3 clusters Score -1079043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1079044.250000 Penalty: 3224.686768
	Iteration 102Q: 3 clusters Score -1079044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1079044.625000 Penalty: 3224.686768
	Iteration 103Q: 3 clusters Score -1079045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1079044.500000 Penalty: 3224.686768
	Iteration 104Q: 3 clusters Score -1079044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1079046.125000 Penalty: 3224.686768
	Iteration 105Q: 3 clusters Score -1079046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1079046.500000 Penalty: 3224.686768
	Iteration 106Q: 3 clusters Score -1079046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1079045.500000 Penalty: 3224.686768
	Iteration 107Q: 3 clusters Score -1079046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1079047.500000 Penalty: 3224.686768
	Iteration 108Q: 3 clusters Score -1079048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1079047.375000 Penalty: 3224.686768
	Iteration 109Q: 3 clusters Score -1079047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1079046.750000 Penalty: 3224.686768
	Iteration 110Q: 3 clusters Score -1079047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1079048.125000 Penalty: 3224.686768
	Iteration 111Q: 3 clusters Score -1079048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1079048.250000 Penalty: 3224.686768
	Iteration 112Q: 3 clusters Score -1079048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1079049.875000 Penalty: 3224.686768
	Iteration 113Q: 3 clusters Score -1079050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1079050.625000 Penalty: 3224.686768
	Iteration 114Q: 3 clusters Score -1079051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1079050.625000 Penalty: 3224.686768
	Iteration 115Q: 3 clusters Score -1079051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1079050.250000 Penalty: 3224.686768
	Iteration 116Q: 3 clusters Score -1079050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1079053.625000 Penalty: 3224.686768
	Iteration 117Q: 3 clusters Score -1079054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1079051.625000 Penalty: 3224.686768
	Iteration 118Q: 3 clusters Score -1079052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1079053.500000 Penalty: 3224.686768
	Iteration 119Q: 3 clusters Score -1079054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1079054.375000 Penalty: 3224.686768
	Iteration 120F: 3 clusters Score -1079054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1079053.500000 Penalty: 3224.686768
	Iteration 121Q: 3 clusters Score -1079054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1079053.500000 Penalty: 3224.686768
	Iteration 122F: 3 clusters Score -1079054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Entering Unmasked Estep 
Score: -619232.437500 Penalty: 1521.929321
	Iteration 0F: 2 clusters Score -619232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -610969.062500 Penalty: 3043.858643
	Iteration 0F: 3 clusters Score -610969.1 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -613693.312500 Penalty: 3043.858643
	Iteration 1F: 3 clusters Score -613693.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -613931.562500 Penalty: 3043.858643
	Iteration 2F: 3 clusters Score -613931.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -614109.687500 Penalty: 3043.858643
	Iteration 3Q: 3 clusters Score -614109.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -614250.375000 Penalty: 3043.858643
	Iteration 4Q: 3 clusters Score -614250.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -614395.812500 Penalty: 3043.858643
	Iteration 5Q: 3 clusters Score -614395.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -614537.937500 Penalty: 3043.858643
	Iteration 6Q: 3 clusters Score -614537.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -614688.187500 Penalty: 3043.858643
	Iteration 7Q: 3 clusters Score -614688.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -614856.062500 Penalty: 3043.858643
	Iteration 8Q: 3 clusters Score -614856.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -615065.000000 Penalty: 3043.858643
	Iteration 9Q: 3 clusters Score -615065 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -615334.562500 Penalty: 3043.858643
	Iteration 10Q: 3 clusters Score -615334.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -615681.375000 Penalty: 3043.858643
	Iteration 11Q: 3 clusters Score -615681.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -616083.250000 Penalty: 3043.858643
	Iteration 12Q: 3 clusters Score -616083.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -616474.937500 Penalty: 3043.858643
	Iteration 13Q: 3 clusters Score -616474.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -616790.562500 Penalty: 3043.858643
	Iteration 14Q: 3 clusters Score -616790.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -617010.937500 Penalty: 3043.858643
	Iteration 15Q: 3 clusters Score -617010.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -617171.812500 Penalty: 3043.858643
	Iteration 16Q: 3 clusters Score -617171.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -617289.812500 Penalty: 3043.858643
	Iteration 17Q: 3 clusters Score -617289.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -617391.500000 Penalty: 3043.858643
	Iteration 18Q: 3 clusters Score -617391.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -617502.125000 Penalty: 3043.858643
	Iteration 19Q: 3 clusters Score -617502.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -617609.875000 Penalty: 3043.858643
	Iteration 20F: 3 clusters Score -617609.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -617703.437500 Penalty: 3043.858643
	Iteration 21Q: 3 clusters Score -617703.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -617762.625000 Penalty: 3043.858643
	Iteration 22Q: 3 clusters Score -617762.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -617808.937500 Penalty: 3043.858643
	Iteration 23Q: 3 clusters Score -617808.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -617835.750000 Penalty: 3043.858643
	Iteration 24Q: 3 clusters Score -617835.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -617863.750000 Penalty: 3043.858643
	Iteration 25Q: 3 clusters Score -617863.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -617881.000000 Penalty: 3043.858643
	Iteration 26Q: 3 clusters Score -617881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -617897.437500 Penalty: 3043.858643
	Iteration 27Q: 3 clusters Score -617897.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -617906.062500 Penalty: 3043.858643
	Iteration 28Q: 3 clusters Score -617906.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -617913.562500 Penalty: 3043.858643
	Iteration 29Q: 3 clusters Score -617913.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -617918.687500 Penalty: 3043.858643
	Iteration 30Q: 3 clusters Score -617918.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -617925.250000 Penalty: 3043.858643
	Iteration 31Q: 3 clusters Score -617925.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -617930.750000 Penalty: 3043.858643
	Iteration 32Q: 3 clusters Score -617930.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -617936.562500 Penalty: 3043.858643
	Iteration 33Q: 3 clusters Score -617936.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -617942.687500 Penalty: 3043.858643
	Iteration 34Q: 3 clusters Score -617942.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -617947.562500 Penalty: 3043.858643
	Iteration 35Q: 3 clusters Score -617947.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -617956.750000 Penalty: 3043.858643
	Iteration 36Q: 3 clusters Score -617956.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -617963.000000 Penalty: 3043.858643
	Iteration 37Q: 3 clusters Score -617963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -617967.437500 Penalty: 3043.858643
	Iteration 38Q: 3 clusters Score -617967.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -617969.000000 Penalty: 3043.858643
	Iteration 39Q: 3 clusters Score -617969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -617969.687500 Penalty: 3043.858643
	Iteration 40F: 3 clusters Score -617969.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -617973.562500 Penalty: 3043.858643
	Iteration 41Q: 3 clusters Score -617973.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -617977.000000 Penalty: 3043.858643
	Iteration 42Q: 3 clusters Score -617977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -617978.187500 Penalty: 3043.858643
	Iteration 43Q: 3 clusters Score -617978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -617977.312500 Penalty: 3043.858643
	Iteration 44Q: 3 clusters Score -617977.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -617977.312500 Penalty: 3043.858643
	Iteration 45F: 3 clusters Score -617977.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Entering Unmasked Estep 
Score: -421079.750000 Penalty: 1455.071533
	Iteration 0F: 2 clusters Score -421079.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -415340.562500 Penalty: 2910.143066
	Iteration 0F: 3 clusters Score -415340.6 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -417123.687500 Penalty: 2910.143066
	Iteration 1F: 3 clusters Score -417123.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -417329.218750 Penalty: 2910.143066
	Iteration 2F: 3 clusters Score -417329.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -417478.593750 Penalty: 2910.143066
	Iteration 3Q: 3 clusters Score -417478.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -417593.468750 Penalty: 2910.143066
	Iteration 4Q: 3 clusters Score -417593.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -417702.343750 Penalty: 2910.143066
	Iteration 5Q: 3 clusters Score -417702.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -417817.562500 Penalty: 2910.143066
	Iteration 6Q: 3 clusters Score -417817.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -417953.437500 Penalty: 2910.143066
	Iteration 7Q: 3 clusters Score -417953.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -418113.718750 Penalty: 2910.143066
	Iteration 8Q: 3 clusters Score -418113.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -418269.843750 Penalty: 2910.143066
	Iteration 9Q: 3 clusters Score -418269.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -418420.937500 Penalty: 2910.143066
	Iteration 10Q: 3 clusters Score -418420.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -418592.406250 Penalty: 2910.143066
	Iteration 11Q: 3 clusters Score -418592.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -418724.312500 Penalty: 2910.143066
	Iteration 12Q: 3 clusters Score -418724.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -418848.593750 Penalty: 2910.143066
	Iteration 13Q: 3 clusters Score -418848.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -418966.656250 Penalty: 2910.143066
	Iteration 14Q: 3 clusters Score -418966.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -419058.218750 Penalty: 2910.143066
	Iteration 15Q: 3 clusters Score -419058.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -419132.500000 Penalty: 2910.143066
	Iteration 16Q: 3 clusters Score -419132.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -419207.062500 Penalty: 2910.143066
	Iteration 17Q: 3 clusters Score -419207.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -419261.406250 Penalty: 2910.143066
	Iteration 18Q: 3 clusters Score -419261.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -419298.093750 Penalty: 2910.143066
	Iteration 19Q: 3 clusters Score -419298.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -419325.406250 Penalty: 2910.143066
	Iteration 20F: 3 clusters Score -419325.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -419354.437500 Penalty: 2910.143066
	Iteration 21Q: 3 clusters Score -419354.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -419392.062500 Penalty: 2910.143066
	Iteration 22Q: 3 clusters Score -419392.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -419429.343750 Penalty: 2910.143066
	Iteration 23Q: 3 clusters Score -419429.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -419462.531250 Penalty: 2910.143066
	Iteration 24Q: 3 clusters Score -419462.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -419490.687500 Penalty: 2910.143066
	Iteration 25Q: 3 clusters Score -419490.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -419518.656250 Penalty: 2910.143066
	Iteration 26Q: 3 clusters Score -419518.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -419548.437500 Penalty: 2910.143066
	Iteration 27Q: 3 clusters Score -419548.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -419568.031250 Penalty: 2910.143066
	Iteration 28Q: 3 clusters Score -419568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -419585.750000 Penalty: 2910.143066
	Iteration 29Q: 3 clusters Score -419585.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -419601.031250 Penalty: 2910.143066
	Iteration 30Q: 3 clusters Score -419601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -419613.875000 Penalty: 2910.143066
	Iteration 31Q: 3 clusters Score -419613.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -419625.906250 Penalty: 2910.143066
	Iteration 32Q: 3 clusters Score -419625.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -419637.656250 Penalty: 2910.143066
	Iteration 33Q: 3 clusters Score -419637.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -419646.781250 Penalty: 2910.143066
	Iteration 34Q: 3 clusters Score -419646.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -419660.500000 Penalty: 2910.143066
	Iteration 35Q: 3 clusters Score -419660.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -419674.187500 Penalty: 2910.143066
	Iteration 36Q: 3 clusters Score -419674.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -419682.750000 Penalty: 2910.143066
	Iteration 37Q: 3 clusters Score -419682.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -419687.281250 Penalty: 2910.143066
	Iteration 38Q: 3 clusters Score -419687.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -419694.281250 Penalty: 2910.143066
	Iteration 39Q: 3 clusters Score -419694.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -419698.781250 Penalty: 2910.143066
	Iteration 40F: 3 clusters Score -419698.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -419704.375000 Penalty: 2910.143066
	Iteration 41Q: 3 clusters Score -419704.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -419711.500000 Penalty: 2910.143066
	Iteration 42Q: 3 clusters Score -419711.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -419717.093750 Penalty: 2910.143066
	Iteration 43Q: 3 clusters Score -419717.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -419724.406250 Penalty: 2910.143066
	Iteration 44Q: 3 clusters Score -419724.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -419730.593750 Penalty: 2910.143066
	Iteration 45Q: 3 clusters Score -419730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -419733.625000 Penalty: 2910.143066
	Iteration 46Q: 3 clusters Score -419733.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -419738.062500 Penalty: 2910.143066
	Iteration 47Q: 3 clusters Score -419738.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -419741.375000 Penalty: 2910.143066
	Iteration 48Q: 3 clusters Score -419741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -419744.000000 Penalty: 2910.143066
	Iteration 49Q: 3 clusters Score -419744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -419748.187500 Penalty: 2910.143066
	Iteration 50Q: 3 clusters Score -419748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -419749.750000 Penalty: 2910.143066
	Iteration 51Q: 3 clusters Score -419749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -419749.750000 Penalty: 2910.143066
	Iteration 52F: 3 clusters Score -419749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -93467.328125 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -93467.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -91415.031250 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -91415.03 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -91891.609375 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -91891.61 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -92072.460938 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -92072.46 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -92189.390625 Penalty: 2466.862793
	Iteration 3F: 3 clusters Score -92189.39 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -92288.484375 Penalty: 2466.862793
	Iteration 4F: 3 clusters Score -92288.48 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -92358.882812 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -92358.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -92422.664062 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -92422.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -92455.890625 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -92455.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -92487.117188 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -92487.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -92515.187500 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -92515.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -92533.773438 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -92533.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -92545.578125 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -92545.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -92553.460938 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -92553.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -92563.398438 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -92563.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -92570.726562 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -92570.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -92575.984375 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -92575.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -92579.382812 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -92579.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -92581.429688 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -92581.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -92586.039062 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -92586.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -92588.765625 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -92588.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -92592.132812 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -92592.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92594.453125 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -92594.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -92595.765625 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -92595.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -92596.937500 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -92596.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -92599.242188 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -92599.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -92601.546875 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -92601.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -92603.039062 Penalty: 2466.862793
	Iteration 26Q: 3 clusters Score -92603.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -92603.039062 Penalty: 2466.862793
	Iteration 27F: 3 clusters Score -92603.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -132058.171875 Penalty: 1271.602417
	Iteration 0F: 2 clusters Score -132058.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -129650.343750 Penalty: 2543.204834
	Iteration 0F: 3 clusters Score -129650.3 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -130192.382812 Penalty: 2543.204834
	Iteration 1F: 3 clusters Score -130192.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -130295.015625 Penalty: 2543.204834
	Iteration 2F: 3 clusters Score -130295 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -130350.664062 Penalty: 2543.204834
	Iteration 3Q: 3 clusters Score -130350.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -130381.570312 Penalty: 2543.204834
	Iteration 4Q: 3 clusters Score -130381.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -130401.445312 Penalty: 2543.204834
	Iteration 5Q: 3 clusters Score -130401.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -130415.421875 Penalty: 2543.204834
	Iteration 6Q: 3 clusters Score -130415.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -130432.851562 Penalty: 2543.204834
	Iteration 7Q: 3 clusters Score -130432.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -130443.429688 Penalty: 2543.204834
	Iteration 8Q: 3 clusters Score -130443.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -130455.859375 Penalty: 2543.204834
	Iteration 9Q: 3 clusters Score -130455.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -130466.453125 Penalty: 2543.204834
	Iteration 10Q: 3 clusters Score -130466.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -130473.796875 Penalty: 2543.204834
	Iteration 11Q: 3 clusters Score -130473.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -130482.242188 Penalty: 2543.204834
	Iteration 12Q: 3 clusters Score -130482.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -130487.289062 Penalty: 2543.204834
	Iteration 13Q: 3 clusters Score -130487.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -130492.078125 Penalty: 2543.204834
	Iteration 14Q: 3 clusters Score -130492.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -130502.187500 Penalty: 2543.204834
	Iteration 15Q: 3 clusters Score -130502.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -130511.234375 Penalty: 2543.204834
	Iteration 16Q: 3 clusters Score -130511.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -130522.460938 Penalty: 2543.204834
	Iteration 17Q: 3 clusters Score -130522.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -130535.992188 Penalty: 2543.204834
	Iteration 18Q: 3 clusters Score -130536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -130549.015625 Penalty: 2543.204834
	Iteration 19Q: 3 clusters Score -130549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -130557.078125 Penalty: 2543.204834
	Iteration 20F: 3 clusters Score -130557.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -130564.726562 Penalty: 2543.204834
	Iteration 21Q: 3 clusters Score -130564.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -130572.734375 Penalty: 2543.204834
	Iteration 22Q: 3 clusters Score -130572.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -130581.429688 Penalty: 2543.204834
	Iteration 23Q: 3 clusters Score -130581.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -130589.500000 Penalty: 2543.204834
	Iteration 24Q: 3 clusters Score -130589.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -130595.796875 Penalty: 2543.204834
	Iteration 25Q: 3 clusters Score -130595.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -130601.664062 Penalty: 2543.204834
	Iteration 26Q: 3 clusters Score -130601.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -130606.101562 Penalty: 2543.204834
	Iteration 27Q: 3 clusters Score -130606.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -130612.875000 Penalty: 2543.204834
	Iteration 28Q: 3 clusters Score -130612.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -130621.320312 Penalty: 2543.204834
	Iteration 29Q: 3 clusters Score -130621.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -130628.125000 Penalty: 2543.204834
	Iteration 30Q: 3 clusters Score -130628.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -130633.187500 Penalty: 2543.204834
	Iteration 31Q: 3 clusters Score -130633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -130638.593750 Penalty: 2543.204834
	Iteration 32Q: 3 clusters Score -130638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -130642.953125 Penalty: 2543.204834
	Iteration 33Q: 3 clusters Score -130643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -130647.593750 Penalty: 2543.204834
	Iteration 34Q: 3 clusters Score -130647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -130649.773438 Penalty: 2543.204834
	Iteration 35Q: 3 clusters Score -130649.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -130651.593750 Penalty: 2543.204834
	Iteration 36Q: 3 clusters Score -130651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -130654.437500 Penalty: 2543.204834
	Iteration 37Q: 3 clusters Score -130654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -130658.703125 Penalty: 2543.204834
	Iteration 38Q: 3 clusters Score -130658.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -130663.015625 Penalty: 2543.204834
	Iteration 39Q: 3 clusters Score -130663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -130665.968750 Penalty: 2543.204834
	Iteration 40F: 3 clusters Score -130666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -130667.703125 Penalty: 2543.204834
	Iteration 41Q: 3 clusters Score -130667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -130669.117188 Penalty: 2543.204834
	Iteration 42Q: 3 clusters Score -130669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130671.359375 Penalty: 2543.204834
	Iteration 43Q: 3 clusters Score -130671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130673.062500 Penalty: 2543.204834
	Iteration 44Q: 3 clusters Score -130673.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -130677.046875 Penalty: 2543.204834
	Iteration 45Q: 3 clusters Score -130677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -130682.359375 Penalty: 2543.204834
	Iteration 46Q: 3 clusters Score -130682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -130685.914062 Penalty: 2543.204834
	Iteration 47Q: 3 clusters Score -130685.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -130692.125000 Penalty: 2543.204834
	Iteration 48Q: 3 clusters Score -130692.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -130698.500000 Penalty: 2543.204834
	Iteration 49Q: 3 clusters Score -130698.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -130703.718750 Penalty: 2543.204834
	Iteration 50Q: 3 clusters Score -130703.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -130711.789062 Penalty: 2543.204834
	Iteration 51Q: 3 clusters Score -130711.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -130718.281250 Penalty: 2543.204834
	Iteration 52Q: 3 clusters Score -130718.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -130727.039062 Penalty: 2543.204834
	Iteration 53Q: 3 clusters Score -130727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -130731.609375 Penalty: 2543.204834
	Iteration 54Q: 3 clusters Score -130731.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -130739.515625 Penalty: 2543.204834
	Iteration 55Q: 3 clusters Score -130739.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -130751.078125 Penalty: 2543.204834
	Iteration 56Q: 3 clusters Score -130751.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -130759.179688 Penalty: 2543.204834
	Iteration 57Q: 3 clusters Score -130759.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -130761.125000 Penalty: 2543.204834
	Iteration 58Q: 3 clusters Score -130761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130762.960938 Penalty: 2543.204834
	Iteration 59Q: 3 clusters Score -130763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -130765.234375 Penalty: 2543.204834
	Iteration 60F: 3 clusters Score -130765.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -130771.429688 Penalty: 2543.204834
	Iteration 61Q: 3 clusters Score -130771.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -130781.609375 Penalty: 2543.204834
	Iteration 62Q: 3 clusters Score -130781.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -130791.781250 Penalty: 2543.204834
	Iteration 63Q: 3 clusters Score -130791.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -130805.367188 Penalty: 2543.204834
	Iteration 64Q: 3 clusters Score -130805.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130814.929688 Penalty: 2543.204834
	Iteration 65Q: 3 clusters Score -130814.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -130820.398438 Penalty: 2543.204834
	Iteration 66Q: 3 clusters Score -130820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -130824.531250 Penalty: 2543.204834
	Iteration 67Q: 3 clusters Score -130824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -130827.734375 Penalty: 2543.204834
	Iteration 68Q: 3 clusters Score -130827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -130829.828125 Penalty: 2543.204834
	Iteration 69Q: 3 clusters Score -130829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -130830.656250 Penalty: 2543.204834
	Iteration 70Q: 3 clusters Score -130830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -130831.046875 Penalty: 2543.204834
	Iteration 71Q: 3 clusters Score -130831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130831.234375 Penalty: 2543.204834
	Iteration 72Q: 3 clusters Score -130831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130831.234375 Penalty: 2543.204834
	Iteration 73F: 3 clusters Score -130831.2 nChanged 0
--- Evaluating fit on full set of 1250458 points ---
Entering Unmasked Estep 
Score: -62492480.000000 Penalty: 29657.431641
23->14 Clusters: Score -62492480.000000, best is -62581140.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 416819 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 18165 members 
Mstep: Class 3 contains 18069 members 
Mstep: Class 4 contains 18155 members 
Mstep: Class 5 contains 18191 members 
Mstep: Class 6 contains 18060 members 
Mstep: Class 7 contains 18098 members 
Mstep: Class 8 contains 18060 members 
Mstep: Class 9 contains 18024 members 
Mstep: Class 10 contains 18286 members 
Mstep: Class 11 contains 18277 members 
Mstep: Class 12 contains 18249 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 18225 members 
Mstep: Class 15 contains 18052 members 
Mstep: Class 16 contains 18094 members 
Mstep: Class 17 contains 18266 members 
Mstep: Class 18 contains 18205 members 
Mstep: Class 19 contains 18077 members 
Mstep: Class 20 contains 18056 members 
Mstep: Class 21 contains 18138 members 
Mstep: Class 22 contains 18100 members 
Mstep: Class 23 contains 17981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 594.171753 but Gain 2102.816406
Score: -19383584.000000 Penalty: 46261.957031
Iteration 0F: 23 clusters Score -1.938358e+07 nChanged 394089
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 23056 members 
Mstep: Class 3 contains 21494 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 20482 members 
Mstep: Class 6 contains 21212 members 
Mstep: Class 7 contains 12690 members 
Mstep: Class 8 contains 14844 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 17682 members 
Mstep: Class 11 contains 19268 members 
Mstep: Class 12 contains 20159 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 18599 members 
Mstep: Class 16 contains 25728 members 
Mstep: Class 17 contains 18616 members 
Mstep: Class 18 contains 20188 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 18915 members 
Mstep: Class 21 contains 16794 members 
Mstep: Class 22 contains 20414 members 
Mstep: Class 23 contains 18026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20241202.000000 Penalty: 46261.957031
Iteration 1F: 23 clusters Score -2.02412e+07 nChanged 104979
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 23164 members 
Mstep: Class 3 contains 19339 members 
Mstep: Class 4 contains 21924 members 
Mstep: Class 5 contains 20439 members 
Mstep: Class 6 contains 22716 members 
Mstep: Class 7 contains 10455 members 
Mstep: Class 8 contains 13788 members 
Mstep: Class 9 contains 28106 members 
Mstep: Class 10 contains 17302 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 21343 members 
Mstep: Class 13 contains 14432 members 
Mstep: Class 14 contains 16297 members 
Mstep: Class 16 contains 32073 members 
Mstep: Class 17 contains 19554 members 
Mstep: Class 18 contains 18082 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 18640 members 
Mstep: Class 21 contains 14996 members 
Mstep: Class 22 contains 23650 members 
Mstep: Class 23 contains 17398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20359422.000000 Penalty: 46261.957031
Iteration 2F: 23 clusters Score -2.035942e+07 nChanged 89889
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 22840 members 
Mstep: Class 3 contains 17540 members 
Mstep: Class 4 contains 23647 members 
Mstep: Class 5 contains 21083 members 
Mstep: Class 6 contains 24226 members 
Mstep: Class 7 contains 8947 members 
Mstep: Class 8 contains 12763 members 
Mstep: Class 9 contains 35100 members 
Mstep: Class 10 contains 17576 members 
Mstep: Class 11 contains 15253 members 
Mstep: Class 12 contains 22998 members 
Mstep: Class 13 contains 12955 members 
Mstep: Class 14 contains 14197 members 
Mstep: Class 16 contains 37561 members 
Mstep: Class 17 contains 20124 members 
Mstep: Class 18 contains 16564 members 
Mstep: Class 19 contains 13823 members 
Mstep: Class 20 contains 16863 members 
Mstep: Class 21 contains 12663 members 
Mstep: Class 22 contains 25101 members 
Mstep: Class 23 contains 15056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20440956.000000 Penalty: 46261.957031
Iteration 3F: 23 clusters Score -2.044096e+07 nChanged 74098
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 22352 members 
Mstep: Class 3 contains 15776 members 
Mstep: Class 4 contains 24705 members 
Mstep: Class 5 contains 22094 members 
Mstep: Class 6 contains 25000 members 
Mstep: Class 7 contains 8194 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 42737 members 
Mstep: Class 10 contains 17747 members 
Mstep: Class 11 contains 13416 members 
Mstep: Class 12 contains 24723 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 12881 members 
Mstep: Class 16 contains 42929 members 
Mstep: Class 17 contains 20483 members 
Mstep: Class 18 contains 15857 members 
Mstep: Class 19 contains 14679 members 
Mstep: Class 20 contains 14094 members 
Mstep: Class 21 contains 10048 members 
Mstep: Class 22 contains 25094 members 
Mstep: Class 23 contains 12146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20500544.000000 Penalty: 46261.957031
Iteration 4F: 23 clusters Score -2.050054e+07 nChanged 63161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 14065 members 
Mstep: Class 4 contains 24321 members 
Mstep: Class 5 contains 23157 members 
Mstep: Class 6 contains 25016 members 
Mstep: Class 7 contains 7667 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 50641 members 
Mstep: Class 10 contains 17759 members 
Mstep: Class 11 contains 11786 members 
Mstep: Class 12 contains 26661 members 
Mstep: Class 13 contains 12584 members 
Mstep: Class 14 contains 12123 members 
Mstep: Class 16 contains 48463 members 
Mstep: Class 17 contains 21078 members 
Mstep: Class 18 contains 15307 members 
Mstep: Class 19 contains 15293 members 
Mstep: Class 20 contains 11421 members 
Mstep: Class 21 contains 7495 members 
Mstep: Class 22 contains 24534 members 
Mstep: Class 23 contains 9454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20548168.000000 Penalty: 46261.957031
Iteration 5F: 23 clusters Score -2.054817e+07 nChanged 54954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 12308 members 
Mstep: Class 4 contains 22429 members 
Mstep: Class 5 contains 24367 members 
Mstep: Class 6 contains 24209 members 
Mstep: Class 7 contains 7214 members 
Mstep: Class 8 contains 9270 members 
Mstep: Class 9 contains 58241 members 
Mstep: Class 10 contains 18064 members 
Mstep: Class 11 contains 10267 members 
Mstep: Class 12 contains 29061 members 
Mstep: Class 13 contains 12637 members 
Mstep: Class 14 contains 11387 members 
Mstep: Class 16 contains 53628 members 
Mstep: Class 17 contains 22066 members 
Mstep: Class 18 contains 14753 members 
Mstep: Class 19 contains 15478 members 
Mstep: Class 20 contains 9286 members 
Mstep: Class 21 contains 5272 members 
Mstep: Class 22 contains 24428 members 
Mstep: Class 23 contains 7220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20588804.000000 Penalty: 46261.957031
Iteration 6F: 23 clusters Score -2.05888e+07 nChanged 49400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 10563 members 
Mstep: Class 4 contains 19383 members 
Mstep: Class 5 contains 25639 members 
Mstep: Class 6 contains 22588 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 8262 members 
Mstep: Class 9 contains 65029 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 32185 members 
Mstep: Class 13 contains 12579 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 16 contains 57433 members 
Mstep: Class 17 contains 23658 members 
Mstep: Class 18 contains 14203 members 
Mstep: Class 19 contains 15424 members 
Mstep: Class 20 contains 7631 members 
Mstep: Class 21 contains 3528 members 
Mstep: Class 22 contains 25548 members 
Mstep: Class 23 contains 5326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20624312.000000 Penalty: 46261.957031
Iteration 7F: 23 clusters Score -2.062431e+07 nChanged 44923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 18424 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 16027 members 
Mstep: Class 5 contains 26904 members 
Mstep: Class 6 contains 20460 members 
Mstep: Class 7 contains 6028 members 
Mstep: Class 8 contains 7480 members 
Mstep: Class 9 contains 70036 members 
Mstep: Class 10 contains 19470 members 
Mstep: Class 11 contains 7700 members 
Mstep: Class 12 contains 35864 members 
Mstep: Class 13 contains 12464 members 
Mstep: Class 14 contains 9779 members 
Mstep: Class 16 contains 59572 members 
Mstep: Class 17 contains 25713 members 
Mstep: Class 18 contains 13614 members 
Mstep: Class 19 contains 15149 members 
Mstep: Class 20 contains 6299 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 28118 members 
Mstep: Class 23 contains 3863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1604.763062 but Gain 2102.816406
Score: -20655420.000000 Penalty: 44159.140625
Iteration 8F: 22 clusters Score -2.065542e+07 nChanged 41289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17326 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 13332 members 
Mstep: Class 5 contains 27909 members 
Mstep: Class 6 contains 18346 members 
Mstep: Class 7 contains 5235 members 
Mstep: Class 8 contains 6903 members 
Mstep: Class 9 contains 73294 members 
Mstep: Class 10 contains 20468 members 
Mstep: Class 11 contains 6651 members 
Mstep: Class 12 contains 40066 members 
Mstep: Class 13 contains 12249 members 
Mstep: Class 14 contains 8880 members 
Mstep: Class 16 contains 60751 members 
Mstep: Class 17 contains 27979 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 19 contains 14837 members 
Mstep: Class 20 contains 5257 members 
Mstep: Class 22 contains 31877 members 
Mstep: Class 23 contains 2805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20683234.000000 Penalty: 44159.140625
Iteration 9F: 22 clusters Score -2.068323e+07 nChanged 34637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16119 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 11310 members 
Mstep: Class 5 contains 28549 members 
Mstep: Class 6 contains 16231 members 
Mstep: Class 7 contains 4343 members 
Mstep: Class 8 contains 6348 members 
Mstep: Class 9 contains 74859 members 
Mstep: Class 10 contains 21545 members 
Mstep: Class 11 contains 5762 members 
Mstep: Class 12 contains 43850 members 
Mstep: Class 13 contains 12045 members 
Mstep: Class 14 contains 7860 members 
Mstep: Class 16 contains 60512 members 
Mstep: Class 17 contains 30227 members 
Mstep: Class 18 contains 12615 members 
Mstep: Class 19 contains 14362 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 22 contains 36127 members 
Mstep: Class 23 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1747.305420 but Gain 2102.816406
Score: -20704564.000000 Penalty: 42056.324219
Iteration 10F: 21 clusters Score -2.070456e+07 nChanged 31401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15104 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 28942 members 
Mstep: Class 6 contains 14368 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 5884 members 
Mstep: Class 9 contains 75360 members 
Mstep: Class 10 contains 22685 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 47476 members 
Mstep: Class 13 contains 11770 members 
Mstep: Class 14 contains 6924 members 
Mstep: Class 16 contains 60235 members 
Mstep: Class 17 contains 32724 members 
Mstep: Class 18 contains 12205 members 
Mstep: Class 19 contains 13866 members 
Mstep: Class 20 contains 3454 members 
Mstep: Class 22 contains 40648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20723814.000000 Penalty: 42056.324219
Iteration 11F: 21 clusters Score -2.072381e+07 nChanged 25760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 9179 members 
Mstep: Class 5 contains 28974 members 
Mstep: Class 6 contains 12790 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 5486 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 23667 members 
Mstep: Class 11 contains 4291 members 
Mstep: Class 12 contains 50896 members 
Mstep: Class 13 contains 11529 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 16 contains 59098 members 
Mstep: Class 17 contains 34842 members 
Mstep: Class 18 contains 11836 members 
Mstep: Class 19 contains 13398 members 
Mstep: Class 20 contains 2784 members 
Mstep: Class 22 contains 44497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20738196.000000 Penalty: 42056.324219
Iteration 12F: 21 clusters Score -2.07382e+07 nChanged 22617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13114 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 8592 members 
Mstep: Class 5 contains 28842 members 
Mstep: Class 6 contains 11513 members 
Mstep: Class 7 contains 2230 members 
Mstep: Class 8 contains 5175 members 
Mstep: Class 9 contains 74425 members 
Mstep: Class 10 contains 24604 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 12 contains 54045 members 
Mstep: Class 13 contains 11277 members 
Mstep: Class 14 contains 5043 members 
Mstep: Class 16 contains 57804 members 
Mstep: Class 17 contains 36872 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 22 contains 47897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2070.595459 but Gain 2102.816406
Score: -20750080.000000 Penalty: 39953.507812
Iteration 13F: 20 clusters Score -2.075008e+07 nChanged 21294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12277 members 
Mstep: Class 3 contains 2871 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 28595 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 8 contains 4953 members 
Mstep: Class 9 contains 73683 members 
Mstep: Class 10 contains 25762 members 
Mstep: Class 11 contains 3119 members 
Mstep: Class 12 contains 56934 members 
Mstep: Class 13 contains 11476 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 16 contains 56868 members 
Mstep: Class 17 contains 38602 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 12685 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 22 contains 50957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20761816.000000 Penalty: 39953.507812
Iteration 14F: 20 clusters Score -2.076182e+07 nChanged 17136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11403 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 28026 members 
Mstep: Class 6 contains 9870 members 
Mstep: Class 8 contains 4757 members 
Mstep: Class 9 contains 73194 members 
Mstep: Class 10 contains 26648 members 
Mstep: Class 11 contains 2641 members 
Mstep: Class 12 contains 59435 members 
Mstep: Class 13 contains 11396 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 16 contains 55463 members 
Mstep: Class 17 contains 40205 members 
Mstep: Class 18 contains 10962 members 
Mstep: Class 19 contains 12407 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 22 contains 53152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20769372.000000 Penalty: 39953.507812
Iteration 15Q: 20 clusters Score -2.076937e+07 nChanged 14733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10648 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 27336 members 
Mstep: Class 6 contains 9277 members 
Mstep: Class 8 contains 4645 members 
Mstep: Class 9 contains 72886 members 
Mstep: Class 10 contains 27580 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 61528 members 
Mstep: Class 13 contains 11281 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 16 contains 54153 members 
Mstep: Class 17 contains 41752 members 
Mstep: Class 18 contains 10543 members 
Mstep: Class 19 contains 12252 members 
Mstep: Class 20 contains 1713 members 
Mstep: Class 22 contains 54864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2038.642944 but Gain 2102.816406
Score: -20775128.000000 Penalty: 37850.691406
Iteration 16Q: 19 clusters Score -2.077513e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10093 members 
Mstep: Class 4 contains 7248 members 
Mstep: Class 5 contains 26928 members 
Mstep: Class 6 contains 8874 members 
Mstep: Class 8 contains 4613 members 
Mstep: Class 9 contains 72780 members 
Mstep: Class 10 contains 28738 members 
Mstep: Class 11 contains 1952 members 
Mstep: Class 12 contains 63415 members 
Mstep: Class 13 contains 11329 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 16 contains 52843 members 
Mstep: Class 17 contains 43376 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 12347 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 22 contains 56313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1901.631104 but Gain 2102.816406
Score: -20781918.000000 Penalty: 35747.875000
Iteration 17Q: 18 clusters Score -2.078192e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9561 members 
Mstep: Class 4 contains 7114 members 
Mstep: Class 5 contains 26472 members 
Mstep: Class 6 contains 8472 members 
Mstep: Class 8 contains 4660 members 
Mstep: Class 9 contains 72793 members 
Mstep: Class 10 contains 29696 members 
Mstep: Class 12 contains 65068 members 
Mstep: Class 13 contains 11326 members 
Mstep: Class 14 contains 2081 members 
Mstep: Class 16 contains 51462 members 
Mstep: Class 17 contains 45067 members 
Mstep: Class 18 contains 10001 members 
Mstep: Class 19 contains 12321 members 
Mstep: Class 20 contains 1564 members 
Mstep: Class 22 contains 57380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1945.021851 but Gain 2102.816406
Score: -20788048.000000 Penalty: 33645.058594
Iteration 18Q: 17 clusters Score -2.078805e+07 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 4 contains 6934 members 
Mstep: Class 5 contains 25813 members 
Mstep: Class 6 contains 8172 members 
Mstep: Class 8 contains 4681 members 
Mstep: Class 9 contains 72880 members 
Mstep: Class 10 contains 30721 members 
Mstep: Class 12 contains 66424 members 
Mstep: Class 13 contains 11489 members 
Mstep: Class 16 contains 49915 members 
Mstep: Class 17 contains 46796 members 
Mstep: Class 18 contains 9811 members 
Mstep: Class 19 contains 12399 members 
Mstep: Class 20 contains 1502 members 
Mstep: Class 22 contains 58348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20793584.000000 Penalty: 33645.058594
Iteration 19Q: 17 clusters Score -2.079358e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8442 members 
Mstep: Class 4 contains 6713 members 
Mstep: Class 5 contains 24979 members 
Mstep: Class 6 contains 7924 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 72908 members 
Mstep: Class 10 contains 31524 members 
Mstep: Class 12 contains 67401 members 
Mstep: Class 13 contains 11263 members 
Mstep: Class 16 contains 48271 members 
Mstep: Class 17 contains 48243 members 
Mstep: Class 18 contains 9615 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 22 contains 58999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20796508.000000 Penalty: 33645.058594
Iteration 20F: 17 clusters Score -2.079651e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 24196 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 73058 members 
Mstep: Class 10 contains 32324 members 
Mstep: Class 12 contains 68154 members 
Mstep: Class 13 contains 11050 members 
Mstep: Class 16 contains 46596 members 
Mstep: Class 17 contains 49678 members 
Mstep: Class 18 contains 9482 members 
Mstep: Class 19 contains 12403 members 
Mstep: Class 20 contains 1407 members 
Mstep: Class 22 contains 59476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20798900.000000 Penalty: 33645.058594
Iteration 21Q: 17 clusters Score -2.07989e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 23383 members 
Mstep: Class 6 contains 7466 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 73329 members 
Mstep: Class 10 contains 33070 members 
Mstep: Class 12 contains 68692 members 
Mstep: Class 13 contains 10842 members 
Mstep: Class 16 contains 45036 members 
Mstep: Class 17 contains 51094 members 
Mstep: Class 18 contains 9388 members 
Mstep: Class 19 contains 12364 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 22 contains 59854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2096.540283 but Gain 2102.814453
Score: -20801152.000000 Penalty: 31542.244141
Iteration 22Q: 16 clusters Score -2.080115e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 22621 members 
Mstep: Class 6 contains 7374 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 73905 members 
Mstep: Class 10 contains 33761 members 
Mstep: Class 12 contains 69129 members 
Mstep: Class 13 contains 10626 members 
Mstep: Class 16 contains 43728 members 
Mstep: Class 17 contains 53234 members 
Mstep: Class 18 contains 9326 members 
Mstep: Class 19 contains 12307 members 
Mstep: Class 22 contains 60217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20804478.000000 Penalty: 31542.244141
Iteration 23Q: 16 clusters Score -2.080448e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6768 members 
Mstep: Class 4 contains 5982 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 7182 members 
Mstep: Class 8 contains 5315 members 
Mstep: Class 9 contains 74114 members 
Mstep: Class 10 contains 34484 members 
Mstep: Class 12 contains 69349 members 
Mstep: Class 13 contains 10415 members 
Mstep: Class 16 contains 42483 members 
Mstep: Class 17 contains 54600 members 
Mstep: Class 18 contains 9269 members 
Mstep: Class 19 contains 12255 members 
Mstep: Class 22 contains 60485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20806000.000000 Penalty: 31542.244141
Iteration 24Q: 16 clusters Score -2.0806e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 4 contains 5875 members 
Mstep: Class 5 contains 21108 members 
Mstep: Class 6 contains 7009 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 74359 members 
Mstep: Class 10 contains 35160 members 
Mstep: Class 12 contains 69449 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 16 contains 41394 members 
Mstep: Class 17 contains 55835 members 
Mstep: Class 18 contains 9252 members 
Mstep: Class 19 contains 12238 members 
Mstep: Class 22 contains 60697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20807164.000000 Penalty: 31542.244141
Iteration 25Q: 16 clusters Score -2.080716e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 4 contains 5778 members 
Mstep: Class 5 contains 20371 members 
Mstep: Class 6 contains 6806 members 
Mstep: Class 8 contains 5507 members 
Mstep: Class 9 contains 74637 members 
Mstep: Class 10 contains 35870 members 
Mstep: Class 12 contains 69524 members 
Mstep: Class 13 contains 10060 members 
Mstep: Class 16 contains 40460 members 
Mstep: Class 17 contains 56917 members 
Mstep: Class 18 contains 9221 members 
Mstep: Class 19 contains 12202 members 
Mstep: Class 22 contains 60861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20808094.000000 Penalty: 31542.244141
Iteration 26Q: 16 clusters Score -2.080809e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5914 members 
Mstep: Class 4 contains 5692 members 
Mstep: Class 5 contains 19692 members 
Mstep: Class 6 contains 6622 members 
Mstep: Class 8 contains 5581 members 
Mstep: Class 9 contains 74895 members 
Mstep: Class 10 contains 36553 members 
Mstep: Class 12 contains 69568 members 
Mstep: Class 13 contains 9874 members 
Mstep: Class 16 contains 39712 members 
Mstep: Class 17 contains 57842 members 
Mstep: Class 18 contains 9207 members 
Mstep: Class 19 contains 12181 members 
Mstep: Class 22 contains 60945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20808838.000000 Penalty: 31542.244141
Iteration 27Q: 16 clusters Score -2.080884e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 4 contains 5601 members 
Mstep: Class 5 contains 19104 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 75193 members 
Mstep: Class 10 contains 37150 members 
Mstep: Class 12 contains 69572 members 
Mstep: Class 13 contains 9668 members 
Mstep: Class 16 contains 39073 members 
Mstep: Class 17 contains 58692 members 
Mstep: Class 18 contains 9200 members 
Mstep: Class 19 contains 12133 members 
Mstep: Class 22 contains 61000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20809570.000000 Penalty: 31542.244141
Iteration 28Q: 16 clusters Score -2.080957e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5524 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 18510 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 8 contains 5711 members 
Mstep: Class 9 contains 75488 members 
Mstep: Class 10 contains 37769 members 
Mstep: Class 12 contains 69554 members 
Mstep: Class 13 contains 9465 members 
Mstep: Class 16 contains 38492 members 
Mstep: Class 17 contains 59469 members 
Mstep: Class 18 contains 9197 members 
Mstep: Class 19 contains 12072 members 
Mstep: Class 22 contains 61047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20810362.000000 Penalty: 31542.244141
Iteration 29Q: 16 clusters Score -2.081036e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 4 contains 5368 members 
Mstep: Class 5 contains 17952 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 75810 members 
Mstep: Class 10 contains 38383 members 
Mstep: Class 12 contains 69504 members 
Mstep: Class 13 contains 9252 members 
Mstep: Class 16 contains 37933 members 
Mstep: Class 17 contains 60188 members 
Mstep: Class 18 contains 9199 members 
Mstep: Class 19 contains 12029 members 
Mstep: Class 22 contains 61080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20810986.000000 Penalty: 31542.244141
Iteration 30Q: 16 clusters Score -2.081099e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5209 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 17380 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 8 contains 5805 members 
Mstep: Class 9 contains 76134 members 
Mstep: Class 10 contains 38980 members 
Mstep: Class 12 contains 69436 members 
Mstep: Class 13 contains 9048 members 
Mstep: Class 16 contains 37408 members 
Mstep: Class 17 contains 60850 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 12023 members 
Mstep: Class 22 contains 61111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20811468.000000 Penalty: 31542.244141
Iteration 31Q: 16 clusters Score -2.081147e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 4 contains 5130 members 
Mstep: Class 5 contains 16842 members 
Mstep: Class 6 contains 5994 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 76467 members 
Mstep: Class 10 contains 39542 members 
Mstep: Class 12 contains 69310 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 16 contains 36949 members 
Mstep: Class 17 contains 61459 members 
Mstep: Class 18 contains 9233 members 
Mstep: Class 19 contains 11988 members 
Mstep: Class 22 contains 61135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20811938.000000 Penalty: 31542.244141
Iteration 32Q: 16 clusters Score -2.081194e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 16330 members 
Mstep: Class 6 contains 5920 members 
Mstep: Class 8 contains 5882 members 
Mstep: Class 9 contains 76822 members 
Mstep: Class 10 contains 40093 members 
Mstep: Class 12 contains 69152 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 16 contains 36520 members 
Mstep: Class 17 contains 62000 members 
Mstep: Class 18 contains 9250 members 
Mstep: Class 19 contains 11936 members 
Mstep: Class 22 contains 61158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20812374.000000 Penalty: 31542.244141
Iteration 33Q: 16 clusters Score -2.081237e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4864 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 15797 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 8 contains 5923 members 
Mstep: Class 9 contains 77182 members 
Mstep: Class 10 contains 40655 members 
Mstep: Class 12 contains 68981 members 
Mstep: Class 13 contains 8595 members 
Mstep: Class 16 contains 36132 members 
Mstep: Class 17 contains 62524 members 
Mstep: Class 18 contains 9277 members 
Mstep: Class 19 contains 11896 members 
Mstep: Class 22 contains 61179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20812754.000000 Penalty: 31542.244141
Iteration 34Q: 16 clusters Score -2.081275e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4746 members 
Mstep: Class 4 contains 4760 members 
Mstep: Class 5 contains 15313 members 
Mstep: Class 6 contains 5773 members 
Mstep: Class 8 contains 5957 members 
Mstep: Class 9 contains 77502 members 
Mstep: Class 10 contains 41163 members 
Mstep: Class 12 contains 68837 members 
Mstep: Class 13 contains 8431 members 
Mstep: Class 16 contains 35801 members 
Mstep: Class 17 contains 63057 members 
Mstep: Class 18 contains 9315 members 
Mstep: Class 19 contains 11829 members 
Mstep: Class 22 contains 61172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20813222.000000 Penalty: 31542.244141
Iteration 35Q: 16 clusters Score -2.081322e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 4 contains 4664 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 5714 members 
Mstep: Class 8 contains 5994 members 
Mstep: Class 9 contains 77843 members 
Mstep: Class 10 contains 41678 members 
Mstep: Class 12 contains 68703 members 
Mstep: Class 13 contains 8300 members 
Mstep: Class 16 contains 35499 members 
Mstep: Class 17 contains 63550 members 
Mstep: Class 18 contains 9342 members 
Mstep: Class 19 contains 11730 members 
Mstep: Class 22 contains 61153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20813726.000000 Penalty: 31542.244141
Iteration 36Q: 16 clusters Score -2.081373e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 4 contains 4557 members 
Mstep: Class 5 contains 14311 members 
Mstep: Class 6 contains 5668 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 78174 members 
Mstep: Class 10 contains 42198 members 
Mstep: Class 12 contains 68555 members 
Mstep: Class 13 contains 8166 members 
Mstep: Class 16 contains 35245 members 
Mstep: Class 17 contains 63981 members 
Mstep: Class 18 contains 9376 members 
Mstep: Class 19 contains 11611 members 
Mstep: Class 22 contains 61150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20814030.000000 Penalty: 31542.244141
Iteration 37Q: 16 clusters Score -2.081403e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 13820 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 8 contains 6096 members 
Mstep: Class 9 contains 78479 members 
Mstep: Class 10 contains 42748 members 
Mstep: Class 12 contains 68417 members 
Mstep: Class 13 contains 8031 members 
Mstep: Class 16 contains 34976 members 
Mstep: Class 17 contains 64368 members 
Mstep: Class 18 contains 9414 members 
Mstep: Class 19 contains 11497 members 
Mstep: Class 22 contains 61141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20814440.000000 Penalty: 31542.244141
Iteration 38Q: 16 clusters Score -2.081444e+07 nChanged 2332
Entering ConstructFrom: 
Score: -20814440.000000 Penalty: 31542.244141
Entering ConstructFrom: 
Trying to split cluster 1 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -181895.234375 Penalty: 1324.216431
	Iteration 0F: 2 clusters Score -181895.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -178866.875000 Penalty: 2648.432861
	Iteration 0F: 3 clusters Score -178866.9 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -179615.859375 Penalty: 2648.432861
	Iteration 1F: 3 clusters Score -179615.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -179759.328125 Penalty: 2648.432861
	Iteration 2F: 3 clusters Score -179759.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -179838.046875 Penalty: 2648.432861
	Iteration 3Q: 3 clusters Score -179838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -179897.593750 Penalty: 2648.432861
	Iteration 4Q: 3 clusters Score -179897.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -179947.937500 Penalty: 2648.432861
	Iteration 5Q: 3 clusters Score -179947.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -179995.812500 Penalty: 2648.432861
	Iteration 6Q: 3 clusters Score -179995.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -180033.000000 Penalty: 2648.432861
	Iteration 7Q: 3 clusters Score -180033 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -180067.984375 Penalty: 2648.432861
	Iteration 8Q: 3 clusters Score -180068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -180107.171875 Penalty: 2648.432861
	Iteration 9Q: 3 clusters Score -180107.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -180149.937500 Penalty: 2648.432861
	Iteration 10Q: 3 clusters Score -180149.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -180203.171875 Penalty: 2648.432861
	Iteration 11Q: 3 clusters Score -180203.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -180243.609375 Penalty: 2648.432861
	Iteration 12Q: 3 clusters Score -180243.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -180279.343750 Penalty: 2648.432861
	Iteration 13Q: 3 clusters Score -180279.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -180307.625000 Penalty: 2648.432861
	Iteration 14Q: 3 clusters Score -180307.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -180332.531250 Penalty: 2648.432861
	Iteration 15Q: 3 clusters Score -180332.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -180361.296875 Penalty: 2648.432861
	Iteration 16Q: 3 clusters Score -180361.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -180386.171875 Penalty: 2648.432861
	Iteration 17Q: 3 clusters Score -180386.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -180405.125000 Penalty: 2648.432861
	Iteration 18Q: 3 clusters Score -180405.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -180419.781250 Penalty: 2648.432861
	Iteration 19Q: 3 clusters Score -180419.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -180439.781250 Penalty: 2648.432861
	Iteration 20F: 3 clusters Score -180439.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -180465.687500 Penalty: 2648.432861
	Iteration 21Q: 3 clusters Score -180465.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -180492.078125 Penalty: 2648.432861
	Iteration 22Q: 3 clusters Score -180492.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -180521.156250 Penalty: 2648.432861
	Iteration 23Q: 3 clusters Score -180521.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -180551.453125 Penalty: 2648.432861
	Iteration 24Q: 3 clusters Score -180551.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -180573.796875 Penalty: 2648.432861
	Iteration 25Q: 3 clusters Score -180573.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -180592.343750 Penalty: 2648.432861
	Iteration 26Q: 3 clusters Score -180592.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -180604.890625 Penalty: 2648.432861
	Iteration 27Q: 3 clusters Score -180604.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -180614.906250 Penalty: 2648.432861
	Iteration 28Q: 3 clusters Score -180614.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -180628.250000 Penalty: 2648.432861
	Iteration 29Q: 3 clusters Score -180628.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -180645.875000 Penalty: 2648.432861
	Iteration 30Q: 3 clusters Score -180645.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -180660.984375 Penalty: 2648.432861
	Iteration 31Q: 3 clusters Score -180661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -180673.390625 Penalty: 2648.432861
	Iteration 32Q: 3 clusters Score -180673.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -180685.937500 Penalty: 2648.432861
	Iteration 33Q: 3 clusters Score -180685.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -180697.734375 Penalty: 2648.432861
	Iteration 34Q: 3 clusters Score -180697.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -180708.843750 Penalty: 2648.432861
	Iteration 35Q: 3 clusters Score -180708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -180716.484375 Penalty: 2648.432861
	Iteration 36Q: 3 clusters Score -180716.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -180721.109375 Penalty: 2648.432861
	Iteration 37Q: 3 clusters Score -180721.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -180723.703125 Penalty: 2648.432861
	Iteration 38Q: 3 clusters Score -180723.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -180726.484375 Penalty: 2648.432861
	Iteration 39Q: 3 clusters Score -180726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -180727.000000 Penalty: 2648.432861
	Iteration 40F: 3 clusters Score -180727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -180728.281250 Penalty: 2648.432861
	Iteration 41Q: 3 clusters Score -180728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -180729.531250 Penalty: 2648.432861
	Iteration 42Q: 3 clusters Score -180729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -180732.125000 Penalty: 2648.432861
	Iteration 43Q: 3 clusters Score -180732.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -180733.921875 Penalty: 2648.432861
	Iteration 44Q: 3 clusters Score -180733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -180735.765625 Penalty: 2648.432861
	Iteration 45Q: 3 clusters Score -180735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -180737.187500 Penalty: 2648.432861
	Iteration 46Q: 3 clusters Score -180737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -180737.890625 Penalty: 2648.432861
	Iteration 47Q: 3 clusters Score -180737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -180738.734375 Penalty: 2648.432861
	Iteration 48Q: 3 clusters Score -180738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -180738.734375 Penalty: 2648.432861
	Iteration 49F: 3 clusters Score -180738.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Entering Unmasked Estep 
Score: -235226.000000 Penalty: 1358.549683
	Iteration 0F: 2 clusters Score -235226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -231659.390625 Penalty: 2717.099365
	Iteration 0F: 3 clusters Score -231659.4 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -232642.375000 Penalty: 2717.099365
	Iteration 1F: 3 clusters Score -232642.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -232814.750000 Penalty: 2717.099365
	Iteration 2F: 3 clusters Score -232814.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -232942.343750 Penalty: 2717.099365
	Iteration 3F: 3 clusters Score -232942.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -233043.953125 Penalty: 2717.099365
	Iteration 4Q: 3 clusters Score -233044 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -233133.265625 Penalty: 2717.099365
	Iteration 5Q: 3 clusters Score -233133.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -233204.406250 Penalty: 2717.099365
	Iteration 6Q: 3 clusters Score -233204.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -233283.140625 Penalty: 2717.099365
	Iteration 7Q: 3 clusters Score -233283.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -233365.015625 Penalty: 2717.099365
	Iteration 8Q: 3 clusters Score -233365 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -233451.421875 Penalty: 2717.099365
	Iteration 9Q: 3 clusters Score -233451.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -233519.640625 Penalty: 2717.099365
	Iteration 10Q: 3 clusters Score -233519.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -233580.718750 Penalty: 2717.099365
	Iteration 11Q: 3 clusters Score -233580.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -233635.015625 Penalty: 2717.099365
	Iteration 12Q: 3 clusters Score -233635 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -233687.953125 Penalty: 2717.099365
	Iteration 13Q: 3 clusters Score -233688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -233744.984375 Penalty: 2717.099365
	Iteration 14Q: 3 clusters Score -233745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -233808.656250 Penalty: 2717.099365
	Iteration 15Q: 3 clusters Score -233808.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -233858.531250 Penalty: 2717.099365
	Iteration 16Q: 3 clusters Score -233858.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -233899.906250 Penalty: 2717.099365
	Iteration 17Q: 3 clusters Score -233899.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -233928.031250 Penalty: 2717.099365
	Iteration 18Q: 3 clusters Score -233928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -233940.671875 Penalty: 2717.099365
	Iteration 19Q: 3 clusters Score -233940.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -233951.765625 Penalty: 2717.099365
	Iteration 20F: 3 clusters Score -233951.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -233961.937500 Penalty: 2717.099365
	Iteration 21Q: 3 clusters Score -233961.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -233968.984375 Penalty: 2717.099365
	Iteration 22Q: 3 clusters Score -233969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -233979.937500 Penalty: 2717.099365
	Iteration 23Q: 3 clusters Score -233979.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -233991.062500 Penalty: 2717.099365
	Iteration 24Q: 3 clusters Score -233991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -234001.484375 Penalty: 2717.099365
	Iteration 25Q: 3 clusters Score -234001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -234006.765625 Penalty: 2717.099365
	Iteration 26Q: 3 clusters Score -234006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -234015.312500 Penalty: 2717.099365
	Iteration 27Q: 3 clusters Score -234015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -234021.078125 Penalty: 2717.099365
	Iteration 28Q: 3 clusters Score -234021.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -234026.015625 Penalty: 2717.099365
	Iteration 29Q: 3 clusters Score -234026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -234030.125000 Penalty: 2717.099365
	Iteration 30Q: 3 clusters Score -234030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -234032.156250 Penalty: 2717.099365
	Iteration 31Q: 3 clusters Score -234032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -234036.046875 Penalty: 2717.099365
	Iteration 32Q: 3 clusters Score -234036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -234038.937500 Penalty: 2717.099365
	Iteration 33Q: 3 clusters Score -234038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -234038.937500 Penalty: 2717.099365
	Iteration 34F: 3 clusters Score -234038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -234199.390625 Penalty: 1361.563110
	Iteration 0F: 2 clusters Score -234199.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -230586.593750 Penalty: 2723.126221
	Iteration 0F: 3 clusters Score -230586.6 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -231529.562500 Penalty: 2723.126221
	Iteration 1F: 3 clusters Score -231529.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -231697.093750 Penalty: 2723.126221
	Iteration 2F: 3 clusters Score -231697.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -231791.875000 Penalty: 2723.126221
	Iteration 3Q: 3 clusters Score -231791.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -231860.812500 Penalty: 2723.126221
	Iteration 4Q: 3 clusters Score -231860.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -231915.203125 Penalty: 2723.126221
	Iteration 5Q: 3 clusters Score -231915.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -231961.484375 Penalty: 2723.126221
	Iteration 6Q: 3 clusters Score -231961.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -232003.937500 Penalty: 2723.126221
	Iteration 7Q: 3 clusters Score -232003.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -232038.890625 Penalty: 2723.126221
	Iteration 8Q: 3 clusters Score -232038.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -232080.250000 Penalty: 2723.126221
	Iteration 9Q: 3 clusters Score -232080.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -232123.593750 Penalty: 2723.126221
	Iteration 10Q: 3 clusters Score -232123.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -232162.281250 Penalty: 2723.126221
	Iteration 11Q: 3 clusters Score -232162.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -232205.625000 Penalty: 2723.126221
	Iteration 12Q: 3 clusters Score -232205.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -232249.453125 Penalty: 2723.126221
	Iteration 13Q: 3 clusters Score -232249.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -232299.859375 Penalty: 2723.126221
	Iteration 14Q: 3 clusters Score -232299.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -232364.656250 Penalty: 2723.126221
	Iteration 15Q: 3 clusters Score -232364.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -232422.578125 Penalty: 2723.126221
	Iteration 16Q: 3 clusters Score -232422.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -232479.640625 Penalty: 2723.126221
	Iteration 17Q: 3 clusters Score -232479.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -232546.937500 Penalty: 2723.126221
	Iteration 18Q: 3 clusters Score -232546.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -232616.140625 Penalty: 2723.126221
	Iteration 19Q: 3 clusters Score -232616.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -232683.984375 Penalty: 2723.126221
	Iteration 20F: 3 clusters Score -232684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -232741.812500 Penalty: 2723.126221
	Iteration 21Q: 3 clusters Score -232741.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -232784.031250 Penalty: 2723.126221
	Iteration 22Q: 3 clusters Score -232784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -232816.703125 Penalty: 2723.126221
	Iteration 23Q: 3 clusters Score -232816.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -232848.515625 Penalty: 2723.126221
	Iteration 24Q: 3 clusters Score -232848.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -232880.171875 Penalty: 2723.126221
	Iteration 25Q: 3 clusters Score -232880.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -232906.171875 Penalty: 2723.126221
	Iteration 26Q: 3 clusters Score -232906.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -232929.390625 Penalty: 2723.126221
	Iteration 27Q: 3 clusters Score -232929.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -232945.875000 Penalty: 2723.126221
	Iteration 28Q: 3 clusters Score -232945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -232955.281250 Penalty: 2723.126221
	Iteration 29Q: 3 clusters Score -232955.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -232967.421875 Penalty: 2723.126221
	Iteration 30Q: 3 clusters Score -232967.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -232976.828125 Penalty: 2723.126221
	Iteration 31Q: 3 clusters Score -232976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -232986.343750 Penalty: 2723.126221
	Iteration 32Q: 3 clusters Score -232986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -232994.921875 Penalty: 2723.126221
	Iteration 33Q: 3 clusters Score -232994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -233005.015625 Penalty: 2723.126221
	Iteration 34Q: 3 clusters Score -233005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -233010.812500 Penalty: 2723.126221
	Iteration 35Q: 3 clusters Score -233010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -233012.437500 Penalty: 2723.126221
	Iteration 36Q: 3 clusters Score -233012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -233013.687500 Penalty: 2723.126221
	Iteration 37Q: 3 clusters Score -233013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -233014.734375 Penalty: 2723.126221
	Iteration 38Q: 3 clusters Score -233014.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -233015.734375 Penalty: 2723.126221
	Iteration 39Q: 3 clusters Score -233015.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -233015.734375 Penalty: 2723.126221
	Iteration 40F: 3 clusters Score -233015.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Entering Unmasked Estep 
Score: -716188.062500 Penalty: 1543.668213
	Iteration 0F: 2 clusters Score -716188.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -706820.250000 Penalty: 3087.336426
	Iteration 0F: 3 clusters Score -706820.2 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -710038.625000 Penalty: 3087.336426
	Iteration 1F: 3 clusters Score -710038.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -710326.562500 Penalty: 3087.336426
	Iteration 2F: 3 clusters Score -710326.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -710562.187500 Penalty: 3087.336426
	Iteration 3Q: 3 clusters Score -710562.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -710791.875000 Penalty: 3087.336426
	Iteration 4Q: 3 clusters Score -710791.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -711031.750000 Penalty: 3087.336426
	Iteration 5Q: 3 clusters Score -711031.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -711309.750000 Penalty: 3087.336426
	Iteration 6Q: 3 clusters Score -711309.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -711619.812500 Penalty: 3087.336426
	Iteration 7Q: 3 clusters Score -711619.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -711925.500000 Penalty: 3087.336426
	Iteration 8Q: 3 clusters Score -711925.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -712276.125000 Penalty: 3087.336426
	Iteration 9Q: 3 clusters Score -712276.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -712637.687500 Penalty: 3087.336426
	Iteration 10Q: 3 clusters Score -712637.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -712915.062500 Penalty: 3087.336426
	Iteration 11Q: 3 clusters Score -712915.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -713077.312500 Penalty: 3087.336426
	Iteration 12Q: 3 clusters Score -713077.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -713192.250000 Penalty: 3087.336426
	Iteration 13Q: 3 clusters Score -713192.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -713272.625000 Penalty: 3087.336426
	Iteration 14Q: 3 clusters Score -713272.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -713331.875000 Penalty: 3087.336426
	Iteration 15Q: 3 clusters Score -713331.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -713381.687500 Penalty: 3087.336426
	Iteration 16Q: 3 clusters Score -713381.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -713432.562500 Penalty: 3087.336426
	Iteration 17Q: 3 clusters Score -713432.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -713494.437500 Penalty: 3087.336426
	Iteration 18Q: 3 clusters Score -713494.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -713557.500000 Penalty: 3087.336426
	Iteration 19Q: 3 clusters Score -713557.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -713620.000000 Penalty: 3087.336426
	Iteration 20F: 3 clusters Score -713620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -713676.437500 Penalty: 3087.336426
	Iteration 21Q: 3 clusters Score -713676.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -713734.250000 Penalty: 3087.336426
	Iteration 22Q: 3 clusters Score -713734.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -713803.875000 Penalty: 3087.336426
	Iteration 23Q: 3 clusters Score -713803.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -713871.875000 Penalty: 3087.336426
	Iteration 24Q: 3 clusters Score -713871.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -713947.812500 Penalty: 3087.336426
	Iteration 25Q: 3 clusters Score -713947.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -714017.375000 Penalty: 3087.336426
	Iteration 26Q: 3 clusters Score -714017.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -714073.750000 Penalty: 3087.336426
	Iteration 27Q: 3 clusters Score -714073.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -714138.687500 Penalty: 3087.336426
	Iteration 28Q: 3 clusters Score -714138.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -714202.375000 Penalty: 3087.336426
	Iteration 29Q: 3 clusters Score -714202.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -714258.000000 Penalty: 3087.336426
	Iteration 30Q: 3 clusters Score -714258 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -714317.500000 Penalty: 3087.336426
	Iteration 31Q: 3 clusters Score -714317.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -714377.000000 Penalty: 3087.336426
	Iteration 32Q: 3 clusters Score -714377 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -714417.562500 Penalty: 3087.336426
	Iteration 33Q: 3 clusters Score -714417.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -714448.875000 Penalty: 3087.336426
	Iteration 34Q: 3 clusters Score -714448.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -714482.562500 Penalty: 3087.336426
	Iteration 35Q: 3 clusters Score -714482.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -714512.062500 Penalty: 3087.336426
	Iteration 36Q: 3 clusters Score -714512.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -714537.625000 Penalty: 3087.336426
	Iteration 37Q: 3 clusters Score -714537.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -714564.875000 Penalty: 3087.336426
	Iteration 38Q: 3 clusters Score -714564.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -714588.437500 Penalty: 3087.336426
	Iteration 39Q: 3 clusters Score -714588.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -714618.562500 Penalty: 3087.336426
	Iteration 40F: 3 clusters Score -714618.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -714644.750000 Penalty: 3087.336426
	Iteration 41Q: 3 clusters Score -714644.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -714676.437500 Penalty: 3087.336426
	Iteration 42Q: 3 clusters Score -714676.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -714695.312500 Penalty: 3087.336426
	Iteration 43Q: 3 clusters Score -714695.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -714708.062500 Penalty: 3087.336426
	Iteration 44Q: 3 clusters Score -714708.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -714717.125000 Penalty: 3087.336426
	Iteration 45Q: 3 clusters Score -714717.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -714726.500000 Penalty: 3087.336426
	Iteration 46Q: 3 clusters Score -714726.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -714734.937500 Penalty: 3087.336426
	Iteration 47Q: 3 clusters Score -714734.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -714741.250000 Penalty: 3087.336426
	Iteration 48Q: 3 clusters Score -714741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -714749.750000 Penalty: 3087.336426
	Iteration 49Q: 3 clusters Score -714749.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -714756.937500 Penalty: 3087.336426
	Iteration 50Q: 3 clusters Score -714756.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -714760.500000 Penalty: 3087.336426
	Iteration 51Q: 3 clusters Score -714760.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -714766.875000 Penalty: 3087.336426
	Iteration 52Q: 3 clusters Score -714766.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -714773.062500 Penalty: 3087.336426
	Iteration 53Q: 3 clusters Score -714773.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -714780.875000 Penalty: 3087.336426
	Iteration 54Q: 3 clusters Score -714780.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -714783.937500 Penalty: 3087.336426
	Iteration 55Q: 3 clusters Score -714783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -714789.125000 Penalty: 3087.336426
	Iteration 56Q: 3 clusters Score -714789.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -714793.000000 Penalty: 3087.336426
	Iteration 57Q: 3 clusters Score -714793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -714798.000000 Penalty: 3087.336426
	Iteration 58Q: 3 clusters Score -714798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -714798.250000 Penalty: 3087.336426
	Iteration 59Q: 3 clusters Score -714798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -714799.562500 Penalty: 3087.336426
	Iteration 60F: 3 clusters Score -714799.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -714800.687500 Penalty: 3087.336426
	Iteration 61Q: 3 clusters Score -714800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -714802.750000 Penalty: 3087.336426
	Iteration 62Q: 3 clusters Score -714802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -714804.187500 Penalty: 3087.336426
	Iteration 63Q: 3 clusters Score -714804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -714806.937500 Penalty: 3087.336426
	Iteration 64Q: 3 clusters Score -714806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -714809.812500 Penalty: 3087.336426
	Iteration 65Q: 3 clusters Score -714809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -714811.687500 Penalty: 3087.336426
	Iteration 66Q: 3 clusters Score -714811.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -714813.000000 Penalty: 3087.336426
	Iteration 67Q: 3 clusters Score -714813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -714814.437500 Penalty: 3087.336426
	Iteration 68Q: 3 clusters Score -714814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -714814.625000 Penalty: 3087.336426
	Iteration 69Q: 3 clusters Score -714814.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -714815.437500 Penalty: 3087.336426
	Iteration 70Q: 3 clusters Score -714815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -714815.000000 Penalty: 3087.336426
	Iteration 71Q: 3 clusters Score -714815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -714815.875000 Penalty: 3087.336426
	Iteration 72Q: 3 clusters Score -714815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -714815.875000 Penalty: 3087.336426
	Iteration 73F: 3 clusters Score -714815.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Entering Unmasked Estep 
Score: -290047.125000 Penalty: 1401.936646
	Iteration 0F: 2 clusters Score -290047.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -285661.875000 Penalty: 2803.873291
	Iteration 0F: 3 clusters Score -285661.9 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -286845.312500 Penalty: 2803.873291
	Iteration 1F: 3 clusters Score -286845.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -287026.625000 Penalty: 2803.873291
	Iteration 2F: 3 clusters Score -287026.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -287158.500000 Penalty: 2803.873291
	Iteration 3F: 3 clusters Score -287158.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -287252.375000 Penalty: 2803.873291
	Iteration 4Q: 3 clusters Score -287252.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -287327.968750 Penalty: 2803.873291
	Iteration 5Q: 3 clusters Score -287328 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -287377.062500 Penalty: 2803.873291
	Iteration 6Q: 3 clusters Score -287377.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -287439.125000 Penalty: 2803.873291
	Iteration 7Q: 3 clusters Score -287439.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -287502.281250 Penalty: 2803.873291
	Iteration 8Q: 3 clusters Score -287502.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -287573.562500 Penalty: 2803.873291
	Iteration 9Q: 3 clusters Score -287573.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -287640.718750 Penalty: 2803.873291
	Iteration 10Q: 3 clusters Score -287640.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -287735.093750 Penalty: 2803.873291
	Iteration 11Q: 3 clusters Score -287735.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -287841.875000 Penalty: 2803.873291
	Iteration 12Q: 3 clusters Score -287841.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -287970.031250 Penalty: 2803.873291
	Iteration 13Q: 3 clusters Score -287970 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -288114.625000 Penalty: 2803.873291
	Iteration 14Q: 3 clusters Score -288114.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -288267.281250 Penalty: 2803.873291
	Iteration 15Q: 3 clusters Score -288267.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -288378.406250 Penalty: 2803.873291
	Iteration 16Q: 3 clusters Score -288378.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -288468.937500 Penalty: 2803.873291
	Iteration 17Q: 3 clusters Score -288468.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -288534.062500 Penalty: 2803.873291
	Iteration 18Q: 3 clusters Score -288534.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -288581.781250 Penalty: 2803.873291
	Iteration 19Q: 3 clusters Score -288581.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -288613.125000 Penalty: 2803.873291
	Iteration 20F: 3 clusters Score -288613.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -288626.812500 Penalty: 2803.873291
	Iteration 21Q: 3 clusters Score -288626.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -288634.250000 Penalty: 2803.873291
	Iteration 22Q: 3 clusters Score -288634.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -288639.093750 Penalty: 2803.873291
	Iteration 23Q: 3 clusters Score -288639.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -288643.468750 Penalty: 2803.873291
	Iteration 24Q: 3 clusters Score -288643.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -288651.187500 Penalty: 2803.873291
	Iteration 25Q: 3 clusters Score -288651.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -288655.406250 Penalty: 2803.873291
	Iteration 26Q: 3 clusters Score -288655.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -288661.125000 Penalty: 2803.873291
	Iteration 27Q: 3 clusters Score -288661.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -288667.812500 Penalty: 2803.873291
	Iteration 28Q: 3 clusters Score -288667.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -288672.875000 Penalty: 2803.873291
	Iteration 29Q: 3 clusters Score -288672.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -288678.437500 Penalty: 2803.873291
	Iteration 30Q: 3 clusters Score -288678.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -288683.781250 Penalty: 2803.873291
	Iteration 31Q: 3 clusters Score -288683.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -288688.593750 Penalty: 2803.873291
	Iteration 32Q: 3 clusters Score -288688.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -288690.343750 Penalty: 2803.873291
	Iteration 33Q: 3 clusters Score -288690.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -288694.031250 Penalty: 2803.873291
	Iteration 34Q: 3 clusters Score -288694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -288695.500000 Penalty: 2803.873291
	Iteration 35Q: 3 clusters Score -288695.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -288696.281250 Penalty: 2803.873291
	Iteration 36Q: 3 clusters Score -288696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -288697.968750 Penalty: 2803.873291
	Iteration 37Q: 3 clusters Score -288698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -288699.968750 Penalty: 2803.873291
	Iteration 38Q: 3 clusters Score -288700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -288701.687500 Penalty: 2803.873291
	Iteration 39Q: 3 clusters Score -288701.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -288702.593750 Penalty: 2803.873291
	Iteration 40F: 3 clusters Score -288702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -288702.625000 Penalty: 2803.873291
	Iteration 41Q: 3 clusters Score -288702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -288703.031250 Penalty: 2803.873291
	Iteration 42Q: 3 clusters Score -288703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -288704.312500 Penalty: 2803.873291
	Iteration 43Q: 3 clusters Score -288704.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -288705.343750 Penalty: 2803.873291
	Iteration 44Q: 3 clusters Score -288705.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -288705.343750 Penalty: 2803.873291
	Iteration 45F: 3 clusters Score -288705.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Entering Unmasked Estep 
Score: -333644.750000 Penalty: 1417.683594
	Iteration 0F: 2 clusters Score -333644.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -328912.406250 Penalty: 2835.367188
	Iteration 0F: 3 clusters Score -328912.4 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -330237.250000 Penalty: 2835.367188
	Iteration 1F: 3 clusters Score -330237.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -330473.687500 Penalty: 2835.367188
	Iteration 2F: 3 clusters Score -330473.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -330623.437500 Penalty: 2835.367188
	Iteration 3F: 3 clusters Score -330623.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -330740.250000 Penalty: 2835.367188
	Iteration 4Q: 3 clusters Score -330740.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -330815.281250 Penalty: 2835.367188
	Iteration 5Q: 3 clusters Score -330815.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -330887.843750 Penalty: 2835.367188
	Iteration 6Q: 3 clusters Score -330887.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -330972.875000 Penalty: 2835.367188
	Iteration 7Q: 3 clusters Score -330972.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -331085.875000 Penalty: 2835.367188
	Iteration 8Q: 3 clusters Score -331085.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -331216.656250 Penalty: 2835.367188
	Iteration 9Q: 3 clusters Score -331216.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -331372.000000 Penalty: 2835.367188
	Iteration 10Q: 3 clusters Score -331372 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -331534.750000 Penalty: 2835.367188
	Iteration 11Q: 3 clusters Score -331534.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -331680.031250 Penalty: 2835.367188
	Iteration 12Q: 3 clusters Score -331680 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -331807.687500 Penalty: 2835.367188
	Iteration 13Q: 3 clusters Score -331807.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -331918.281250 Penalty: 2835.367188
	Iteration 14Q: 3 clusters Score -331918.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -332027.156250 Penalty: 2835.367188
	Iteration 15Q: 3 clusters Score -332027.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -332116.375000 Penalty: 2835.367188
	Iteration 16Q: 3 clusters Score -332116.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -332172.093750 Penalty: 2835.367188
	Iteration 17Q: 3 clusters Score -332172.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -332215.968750 Penalty: 2835.367188
	Iteration 18Q: 3 clusters Score -332216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -332243.843750 Penalty: 2835.367188
	Iteration 19Q: 3 clusters Score -332243.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -332263.812500 Penalty: 2835.367188
	Iteration 20F: 3 clusters Score -332263.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -332277.656250 Penalty: 2835.367188
	Iteration 21Q: 3 clusters Score -332277.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -332298.656250 Penalty: 2835.367188
	Iteration 22Q: 3 clusters Score -332298.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -332314.437500 Penalty: 2835.367188
	Iteration 23Q: 3 clusters Score -332314.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -332326.062500 Penalty: 2835.367188
	Iteration 24Q: 3 clusters Score -332326.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -332335.937500 Penalty: 2835.367188
	Iteration 25Q: 3 clusters Score -332335.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -332351.375000 Penalty: 2835.367188
	Iteration 26Q: 3 clusters Score -332351.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -332358.187500 Penalty: 2835.367188
	Iteration 27Q: 3 clusters Score -332358.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -332369.062500 Penalty: 2835.367188
	Iteration 28Q: 3 clusters Score -332369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -332373.968750 Penalty: 2835.367188
	Iteration 29Q: 3 clusters Score -332374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -332378.781250 Penalty: 2835.367188
	Iteration 30Q: 3 clusters Score -332378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -332383.281250 Penalty: 2835.367188
	Iteration 31Q: 3 clusters Score -332383.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -332384.281250 Penalty: 2835.367188
	Iteration 32Q: 3 clusters Score -332384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -332385.781250 Penalty: 2835.367188
	Iteration 33Q: 3 clusters Score -332385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -332387.812500 Penalty: 2835.367188
	Iteration 34Q: 3 clusters Score -332387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -332393.468750 Penalty: 2835.367188
	Iteration 35Q: 3 clusters Score -332393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -332395.593750 Penalty: 2835.367188
	Iteration 36Q: 3 clusters Score -332395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -332395.593750 Penalty: 2835.367188
	Iteration 37F: 3 clusters Score -332395.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Entering Unmasked Estep 
Score: -4083481.250000 Penalty: 1832.168701
	Iteration 0F: 2 clusters Score -4083481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -4030682.750000 Penalty: 3664.337402
	Iteration 0F: 3 clusters Score -4030683 nChanged 37272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -4052327.750000 Penalty: 3664.337402
	Iteration 1F: 3 clusters Score -4052328 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -4053138.250000 Penalty: 3664.337402
	Iteration 2Q: 3 clusters Score -4053138 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -4054316.000000 Penalty: 3664.337402
	Iteration 3Q: 3 clusters Score -4054316 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -4056138.500000 Penalty: 3664.337402
	Iteration 4Q: 3 clusters Score -4056138 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -4058843.500000 Penalty: 3664.337402
	Iteration 5F: 3 clusters Score -4058844 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -4062870.500000 Penalty: 3664.337402
	Iteration 6F: 3 clusters Score -4062870 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -4068146.250000 Penalty: 3664.337402
	Iteration 7F: 3 clusters Score -4068146 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -4073954.750000 Penalty: 3664.337402
	Iteration 8F: 3 clusters Score -4073955 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 74272 members 
Entering Unmasked Estep 
Score: -4078403.250000 Penalty: 3664.337402
	Iteration 9F: 3 clusters Score -4078403 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -4080778.500000 Penalty: 3664.337402
	Iteration 10Q: 3 clusters Score -4080778 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -4081789.250000 Penalty: 3664.337402
	Iteration 11Q: 3 clusters Score -4081789 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -4082161.000000 Penalty: 3664.337402
	Iteration 12Q: 3 clusters Score -4082161 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -4082341.250000 Penalty: 3664.337402
	Iteration 13Q: 3 clusters Score -4082341 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -4082421.500000 Penalty: 3664.337402
	Iteration 14Q: 3 clusters Score -4082422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 78160 members 
Entering Unmasked Estep 
Score: -4082475.750000 Penalty: 3664.337402
	Iteration 15Q: 3 clusters Score -4082476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 78163 members 
Entering Unmasked Estep 
Score: -4082524.250000 Penalty: 3664.337402
	Iteration 16Q: 3 clusters Score -4082524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -4082555.250000 Penalty: 3664.337402
	Iteration 17Q: 3 clusters Score -4082555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -4082570.250000 Penalty: 3664.337402
	Iteration 18Q: 3 clusters Score -4082570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -4082579.250000 Penalty: 3664.337402
	Iteration 19Q: 3 clusters Score -4082579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 78156 members 
Entering Unmasked Estep 
Score: -4082585.500000 Penalty: 3664.337402
	Iteration 20F: 3 clusters Score -4082586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -4082588.250000 Penalty: 3664.337402
	Iteration 21Q: 3 clusters Score -4082588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -4082591.250000 Penalty: 3664.337402
	Iteration 22Q: 3 clusters Score -4082591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -4082591.750000 Penalty: 3664.337402
	Iteration 23Q: 3 clusters Score -4082592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -4082598.250000 Penalty: 3664.337402
	Iteration 24Q: 3 clusters Score -4082598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -4082601.750000 Penalty: 3664.337402
	Iteration 25Q: 3 clusters Score -4082602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -4082602.500000 Penalty: 3664.337402
	Iteration 26Q: 3 clusters Score -4082602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -4082609.250000 Penalty: 3664.337402
	Iteration 27Q: 3 clusters Score -4082609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -4082601.000000 Penalty: 3664.337402
	Iteration 28Q: 3 clusters Score -4082601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 78138 members 
Entering Unmasked Estep 
Score: -4082600.250000 Penalty: 3664.337402
	Iteration 29Q: 3 clusters Score -4082600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -4082600.250000 Penalty: 3664.337402
	Iteration 30Q: 3 clusters Score -4082600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -4082606.250000 Penalty: 3664.337402
	Iteration 31Q: 3 clusters Score -4082606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -4082608.000000 Penalty: 3664.337402
	Iteration 32Q: 3 clusters Score -4082608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -4082608.000000 Penalty: 3664.337402
	Iteration 33F: 3 clusters Score -4082608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Entering Unmasked Estep 
Score: -2236884.500000 Penalty: 1734.797607
	Iteration 0F: 2 clusters Score -2236884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2207793.500000 Penalty: 3469.595215
	Iteration 0F: 3 clusters Score -2207794 nChanged 20125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2219256.500000 Penalty: 3469.595215
	Iteration 1F: 3 clusters Score -2219256 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2219968.250000 Penalty: 3469.595215
	Iteration 2Q: 3 clusters Score -2219968 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2221151.750000 Penalty: 3469.595215
	Iteration 3F: 3 clusters Score -2221152 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2223065.750000 Penalty: 3469.595215
	Iteration 4F: 3 clusters Score -2223066 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2225859.750000 Penalty: 3469.595215
	Iteration 5F: 3 clusters Score -2225860 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2229138.250000 Penalty: 3469.595215
	Iteration 6F: 3 clusters Score -2229138 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2231965.000000 Penalty: 3469.595215
	Iteration 7F: 3 clusters Score -2231965 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2233762.750000 Penalty: 3469.595215
	Iteration 8Q: 3 clusters Score -2233763 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2234627.500000 Penalty: 3469.595215
	Iteration 9Q: 3 clusters Score -2234628 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2235004.500000 Penalty: 3469.595215
	Iteration 10Q: 3 clusters Score -2235004 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2235180.250000 Penalty: 3469.595215
	Iteration 11Q: 3 clusters Score -2235180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2235276.500000 Penalty: 3469.595215
	Iteration 12Q: 3 clusters Score -2235276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2235331.750000 Penalty: 3469.595215
	Iteration 13Q: 3 clusters Score -2235332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2235354.750000 Penalty: 3469.595215
	Iteration 14Q: 3 clusters Score -2235355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2235358.250000 Penalty: 3469.595215
	Iteration 15Q: 3 clusters Score -2235358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2235370.750000 Penalty: 3469.595215
	Iteration 16Q: 3 clusters Score -2235371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2235378.250000 Penalty: 3469.595215
	Iteration 17Q: 3 clusters Score -2235378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2235379.750000 Penalty: 3469.595215
	Iteration 18Q: 3 clusters Score -2235380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2235381.500000 Penalty: 3469.595215
	Iteration 19Q: 3 clusters Score -2235382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2235381.500000 Penalty: 3469.595215
	Iteration 20F: 3 clusters Score -2235382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Entering Unmasked Estep 
Score: -3566599.000000 Penalty: 1808.814697
	Iteration 0F: 2 clusters Score -3566599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -3520923.250000 Penalty: 3617.629395
	Iteration 0F: 3 clusters Score -3520923 nChanged 32238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -3539879.500000 Penalty: 3617.629395
	Iteration 1F: 3 clusters Score -3539880 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -3540666.000000 Penalty: 3617.629395
	Iteration 2Q: 3 clusters Score -3540666 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -3541962.000000 Penalty: 3617.629395
	Iteration 3Q: 3 clusters Score -3541962 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -3544087.500000 Penalty: 3617.629395
	Iteration 4F: 3 clusters Score -3544088 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -3547801.000000 Penalty: 3617.629395
	Iteration 5F: 3 clusters Score -3547801 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -3553387.750000 Penalty: 3617.629395
	Iteration 6F: 3 clusters Score -3553388 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -3559145.500000 Penalty: 3617.629395
	Iteration 7F: 3 clusters Score -3559146 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -3562843.250000 Penalty: 3617.629395
	Iteration 8F: 3 clusters Score -3562843 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -3564339.500000 Penalty: 3617.629395
	Iteration 9Q: 3 clusters Score -3564340 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -3564831.000000 Penalty: 3617.629395
	Iteration 10Q: 3 clusters Score -3564831 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -3565009.250000 Penalty: 3617.629395
	Iteration 11Q: 3 clusters Score -3565009 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -3565099.750000 Penalty: 3617.629395
	Iteration 12Q: 3 clusters Score -3565100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -3565155.500000 Penalty: 3617.629395
	Iteration 13Q: 3 clusters Score -3565156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -3565187.500000 Penalty: 3617.629395
	Iteration 14Q: 3 clusters Score -3565188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -3565200.750000 Penalty: 3617.629395
	Iteration 15Q: 3 clusters Score -3565201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -3565200.250000 Penalty: 3617.629395
	Iteration 16Q: 3 clusters Score -3565200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -3565213.500000 Penalty: 3617.629395
	Iteration 17Q: 3 clusters Score -3565214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -3565217.500000 Penalty: 3617.629395
	Iteration 18Q: 3 clusters Score -3565218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -3565221.000000 Penalty: 3617.629395
	Iteration 19Q: 3 clusters Score -3565221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -3565222.250000 Penalty: 3617.629395
	Iteration 20F: 3 clusters Score -3565222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -3565224.000000 Penalty: 3617.629395
	Iteration 21Q: 3 clusters Score -3565224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -3565226.250000 Penalty: 3617.629395
	Iteration 22Q: 3 clusters Score -3565226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -3565230.750000 Penalty: 3617.629395
	Iteration 23Q: 3 clusters Score -3565231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -3565235.000000 Penalty: 3617.629395
	Iteration 24Q: 3 clusters Score -3565235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -3565236.250000 Penalty: 3617.629395
	Iteration 25Q: 3 clusters Score -3565236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -3565244.750000 Penalty: 3617.629395
	Iteration 26Q: 3 clusters Score -3565245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -3565247.000000 Penalty: 3617.629395
	Iteration 27Q: 3 clusters Score -3565247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -3565251.000000 Penalty: 3617.629395
	Iteration 28Q: 3 clusters Score -3565251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -3565251.250000 Penalty: 3617.629395
	Iteration 29Q: 3 clusters Score -3565251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -3565252.250000 Penalty: 3617.629395
	Iteration 30Q: 3 clusters Score -3565252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -3565252.250000 Penalty: 3617.629395
	Iteration 31F: 3 clusters Score -3565252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Entering Unmasked Estep 
Score: -421470.125000 Penalty: 1458.437134
	Iteration 0F: 2 clusters Score -421470.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -415643.906250 Penalty: 2916.874268
	Iteration 0F: 3 clusters Score -415643.9 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -417424.125000 Penalty: 2916.874268
	Iteration 1F: 3 clusters Score -417424.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -417649.218750 Penalty: 2916.874268
	Iteration 2F: 3 clusters Score -417649.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -417871.343750 Penalty: 2916.874268
	Iteration 3F: 3 clusters Score -417871.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -418106.343750 Penalty: 2916.874268
	Iteration 4Q: 3 clusters Score -418106.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -418322.750000 Penalty: 2916.874268
	Iteration 5Q: 3 clusters Score -418322.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -418548.625000 Penalty: 2916.874268
	Iteration 6Q: 3 clusters Score -418548.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -418785.781250 Penalty: 2916.874268
	Iteration 7Q: 3 clusters Score -418785.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -419004.250000 Penalty: 2916.874268
	Iteration 8Q: 3 clusters Score -419004.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -419159.500000 Penalty: 2916.874268
	Iteration 9Q: 3 clusters Score -419159.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -419293.718750 Penalty: 2916.874268
	Iteration 10Q: 3 clusters Score -419293.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -419380.781250 Penalty: 2916.874268
	Iteration 11Q: 3 clusters Score -419380.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -419434.625000 Penalty: 2916.874268
	Iteration 12Q: 3 clusters Score -419434.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -419468.250000 Penalty: 2916.874268
	Iteration 13Q: 3 clusters Score -419468.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -419496.531250 Penalty: 2916.874268
	Iteration 14Q: 3 clusters Score -419496.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -419518.906250 Penalty: 2916.874268
	Iteration 15Q: 3 clusters Score -419518.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -419533.968750 Penalty: 2916.874268
	Iteration 16Q: 3 clusters Score -419534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -419549.187500 Penalty: 2916.874268
	Iteration 17Q: 3 clusters Score -419549.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -419563.562500 Penalty: 2916.874268
	Iteration 18Q: 3 clusters Score -419563.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -419576.593750 Penalty: 2916.874268
	Iteration 19Q: 3 clusters Score -419576.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -419593.375000 Penalty: 2916.874268
	Iteration 20F: 3 clusters Score -419593.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -419609.218750 Penalty: 2916.874268
	Iteration 21Q: 3 clusters Score -419609.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -419620.625000 Penalty: 2916.874268
	Iteration 22Q: 3 clusters Score -419620.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -419631.281250 Penalty: 2916.874268
	Iteration 23Q: 3 clusters Score -419631.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -419637.718750 Penalty: 2916.874268
	Iteration 24Q: 3 clusters Score -419637.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -419646.312500 Penalty: 2916.874268
	Iteration 25Q: 3 clusters Score -419646.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -419658.781250 Penalty: 2916.874268
	Iteration 26Q: 3 clusters Score -419658.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -419669.312500 Penalty: 2916.874268
	Iteration 27Q: 3 clusters Score -419669.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -419676.531250 Penalty: 2916.874268
	Iteration 28Q: 3 clusters Score -419676.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -419680.593750 Penalty: 2916.874268
	Iteration 29Q: 3 clusters Score -419680.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -419685.625000 Penalty: 2916.874268
	Iteration 30Q: 3 clusters Score -419685.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -419688.468750 Penalty: 2916.874268
	Iteration 31Q: 3 clusters Score -419688.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -419692.031250 Penalty: 2916.874268
	Iteration 32Q: 3 clusters Score -419692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -419695.781250 Penalty: 2916.874268
	Iteration 33Q: 3 clusters Score -419695.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -419699.156250 Penalty: 2916.874268
	Iteration 34Q: 3 clusters Score -419699.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -419701.500000 Penalty: 2916.874268
	Iteration 35Q: 3 clusters Score -419701.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -419704.312500 Penalty: 2916.874268
	Iteration 36Q: 3 clusters Score -419704.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -419705.125000 Penalty: 2916.874268
	Iteration 37Q: 3 clusters Score -419705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -419705.406250 Penalty: 2916.874268
	Iteration 38Q: 3 clusters Score -419705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -419707.812500 Penalty: 2916.874268
	Iteration 39Q: 3 clusters Score -419707.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -419709.437500 Penalty: 2916.874268
	Iteration 40F: 3 clusters Score -419709.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -419712.812500 Penalty: 2916.874268
	Iteration 41Q: 3 clusters Score -419712.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -419715.718750 Penalty: 2916.874268
	Iteration 42Q: 3 clusters Score -419715.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -419716.375000 Penalty: 2916.874268
	Iteration 43Q: 3 clusters Score -419716.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -419718.906250 Penalty: 2916.874268
	Iteration 44Q: 3 clusters Score -419718.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -419721.312500 Penalty: 2916.874268
	Iteration 45Q: 3 clusters Score -419721.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -419725.031250 Penalty: 2916.874268
	Iteration 46Q: 3 clusters Score -419725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -419727.562500 Penalty: 2916.874268
	Iteration 47Q: 3 clusters Score -419727.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -419730.906250 Penalty: 2916.874268
	Iteration 48Q: 3 clusters Score -419730.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -419731.906250 Penalty: 2916.874268
	Iteration 49Q: 3 clusters Score -419731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -419732.718750 Penalty: 2916.874268
	Iteration 50Q: 3 clusters Score -419732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -419733.281250 Penalty: 2916.874268
	Iteration 51Q: 3 clusters Score -419733.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -419733.562500 Penalty: 2916.874268
	Iteration 52Q: 3 clusters Score -419733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -419733.281250 Penalty: 2916.874268
	Iteration 53Q: 3 clusters Score -419733.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -419733.812500 Penalty: 2916.874268
	Iteration 54Q: 3 clusters Score -419733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -419734.375000 Penalty: 2916.874268
	Iteration 55Q: 3 clusters Score -419734.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -419735.187500 Penalty: 2916.874268
	Iteration 56Q: 3 clusters Score -419735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -419736.062500 Penalty: 2916.874268
	Iteration 57Q: 3 clusters Score -419736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -419735.781250 Penalty: 2916.874268
	Iteration 58Q: 3 clusters Score -419735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -419735.281250 Penalty: 2916.874268
	Iteration 59Q: 3 clusters Score -419735.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -419735.281250 Penalty: 2916.874268
	Iteration 60F: 3 clusters Score -419735.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Entering Unmasked Estep 
Score: -1820692.625000 Penalty: 1698.878906
	Iteration 0F: 2 clusters Score -1820693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1797389.000000 Penalty: 3397.757812
	Iteration 0F: 3 clusters Score -1797389 nChanged 16057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1806277.875000 Penalty: 3397.757812
	Iteration 1F: 3 clusters Score -1806278 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -1806706.750000 Penalty: 3397.757812
	Iteration 2Q: 3 clusters Score -1806707 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -1807251.875000 Penalty: 3397.757812
	Iteration 3Q: 3 clusters Score -1807252 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -1808058.875000 Penalty: 3397.757812
	Iteration 4Q: 3 clusters Score -1808059 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -1809359.000000 Penalty: 3397.757812
	Iteration 5F: 3 clusters Score -1809359 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -1811329.375000 Penalty: 3397.757812
	Iteration 6F: 3 clusters Score -1811329 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -1813855.375000 Penalty: 3397.757812
	Iteration 7F: 3 clusters Score -1813855 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -1816233.375000 Penalty: 3397.757812
	Iteration 8F: 3 clusters Score -1816233 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -1817834.875000 Penalty: 3397.757812
	Iteration 9Q: 3 clusters Score -1817835 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -1818622.875000 Penalty: 3397.757812
	Iteration 10Q: 3 clusters Score -1818623 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -1818937.875000 Penalty: 3397.757812
	Iteration 11Q: 3 clusters Score -1818938 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -1819076.500000 Penalty: 3397.757812
	Iteration 12Q: 3 clusters Score -1819076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -1819144.500000 Penalty: 3397.757812
	Iteration 13Q: 3 clusters Score -1819144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -1819172.375000 Penalty: 3397.757812
	Iteration 14Q: 3 clusters Score -1819172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -1819195.875000 Penalty: 3397.757812
	Iteration 15Q: 3 clusters Score -1819196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -1819206.875000 Penalty: 3397.757812
	Iteration 16Q: 3 clusters Score -1819207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -1819220.250000 Penalty: 3397.757812
	Iteration 17Q: 3 clusters Score -1819220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -1819218.375000 Penalty: 3397.757812
	Iteration 18Q: 3 clusters Score -1819218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -1819224.000000 Penalty: 3397.757812
	Iteration 19Q: 3 clusters Score -1819224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -1819224.375000 Penalty: 3397.757812
	Iteration 20F: 3 clusters Score -1819224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -1819227.000000 Penalty: 3397.757812
	Iteration 21Q: 3 clusters Score -1819227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -1819227.250000 Penalty: 3397.757812
	Iteration 22Q: 3 clusters Score -1819227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -1819227.250000 Penalty: 3397.757812
	Iteration 23F: 3 clusters Score -1819227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Entering Unmasked Estep 
Score: -3349968.000000 Penalty: 1800.071289
	Iteration 0F: 2 clusters Score -3349968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -3306580.000000 Penalty: 3600.142578
	Iteration 0F: 3 clusters Score -3306580 nChanged 30567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3324266.500000 Penalty: 3600.142578
	Iteration 1F: 3 clusters Score -3324266 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3324791.250000 Penalty: 3600.142578
	Iteration 2Q: 3 clusters Score -3324791 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3325358.750000 Penalty: 3600.142578
	Iteration 3Q: 3 clusters Score -3325359 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3326017.500000 Penalty: 3600.142578
	Iteration 4Q: 3 clusters Score -3326018 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3326887.750000 Penalty: 3600.142578
	Iteration 5Q: 3 clusters Score -3326888 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3328100.750000 Penalty: 3600.142578
	Iteration 6Q: 3 clusters Score -3328101 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3329920.500000 Penalty: 3600.142578
	Iteration 7F: 3 clusters Score -3329920 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3332659.000000 Penalty: 3600.142578
	Iteration 8F: 3 clusters Score -3332659 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3336198.000000 Penalty: 3600.142578
	Iteration 9F: 3 clusters Score -3336198 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3339566.250000 Penalty: 3600.142578
	Iteration 10F: 3 clusters Score -3339566 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3342210.500000 Penalty: 3600.142578
	Iteration 11Q: 3 clusters Score -3342210 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3343977.250000 Penalty: 3600.142578
	Iteration 12Q: 3 clusters Score -3343977 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3345179.250000 Penalty: 3600.142578
	Iteration 13Q: 3 clusters Score -3345179 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3346061.000000 Penalty: 3600.142578
	Iteration 14Q: 3 clusters Score -3346061 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3346703.750000 Penalty: 3600.142578
	Iteration 15Q: 3 clusters Score -3346704 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3347214.750000 Penalty: 3600.142578
	Iteration 16Q: 3 clusters Score -3347215 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3347604.500000 Penalty: 3600.142578
	Iteration 17Q: 3 clusters Score -3347604 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3347849.000000 Penalty: 3600.142578
	Iteration 18Q: 3 clusters Score -3347849 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3348011.750000 Penalty: 3600.142578
	Iteration 19Q: 3 clusters Score -3348012 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3348101.500000 Penalty: 3600.142578
	Iteration 20F: 3 clusters Score -3348102 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3348181.500000 Penalty: 3600.142578
	Iteration 21Q: 3 clusters Score -3348182 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3348236.500000 Penalty: 3600.142578
	Iteration 22Q: 3 clusters Score -3348236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3348282.000000 Penalty: 3600.142578
	Iteration 23Q: 3 clusters Score -3348282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3348306.500000 Penalty: 3600.142578
	Iteration 24Q: 3 clusters Score -3348306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3348350.250000 Penalty: 3600.142578
	Iteration 25Q: 3 clusters Score -3348350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3348372.000000 Penalty: 3600.142578
	Iteration 26Q: 3 clusters Score -3348372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3348375.250000 Penalty: 3600.142578
	Iteration 27Q: 3 clusters Score -3348375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3348388.750000 Penalty: 3600.142578
	Iteration 28Q: 3 clusters Score -3348389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64160 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3348400.000000 Penalty: 3600.142578
	Iteration 29Q: 3 clusters Score -3348400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3348405.250000 Penalty: 3600.142578
	Iteration 30Q: 3 clusters Score -3348405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3348408.000000 Penalty: 3600.142578
	Iteration 31Q: 3 clusters Score -3348408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3348413.750000 Penalty: 3600.142578
	Iteration 32Q: 3 clusters Score -3348414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3348424.250000 Penalty: 3600.142578
	Iteration 33Q: 3 clusters Score -3348424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3348426.250000 Penalty: 3600.142578
	Iteration 34Q: 3 clusters Score -3348426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3348425.750000 Penalty: 3600.142578
	Iteration 35Q: 3 clusters Score -3348426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3348429.500000 Penalty: 3600.142578
	Iteration 36Q: 3 clusters Score -3348430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3348425.500000 Penalty: 3600.142578
	Iteration 37Q: 3 clusters Score -3348426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3348425.500000 Penalty: 3600.142578
	Iteration 38F: 3 clusters Score -3348426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Entering Unmasked Estep 
Score: -457484.406250 Penalty: 1487.590698
	Iteration 0F: 2 clusters Score -457484.4 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 4708 members 
Entering Unmasked Estep 
Score: -450636.343750 Penalty: 2975.181396
	Iteration 0F: 3 clusters Score -450636.3 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -452978.781250 Penalty: 2975.181396
	Iteration 1F: 3 clusters Score -452978.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -453628.750000 Penalty: 2975.181396
	Iteration 2F: 3 clusters Score -453628.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -454360.906250 Penalty: 2975.181396
	Iteration 3F: 3 clusters Score -454360.9 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -455100.406250 Penalty: 2975.181396
	Iteration 4F: 3 clusters Score -455100.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -455734.562500 Penalty: 2975.181396
	Iteration 5F: 3 clusters Score -455734.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -456128.781250 Penalty: 2975.181396
	Iteration 6F: 3 clusters Score -456128.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -456382.531250 Penalty: 2975.181396
	Iteration 7Q: 3 clusters Score -456382.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -456515.718750 Penalty: 2975.181396
	Iteration 8Q: 3 clusters Score -456515.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -456611.437500 Penalty: 2975.181396
	Iteration 9Q: 3 clusters Score -456611.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -456693.812500 Penalty: 2975.181396
	Iteration 10Q: 3 clusters Score -456693.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -456769.718750 Penalty: 2975.181396
	Iteration 11Q: 3 clusters Score -456769.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -456853.312500 Penalty: 2975.181396
	Iteration 12Q: 3 clusters Score -456853.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -456935.718750 Penalty: 2975.181396
	Iteration 13Q: 3 clusters Score -456935.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -456976.406250 Penalty: 2975.181396
	Iteration 14Q: 3 clusters Score -456976.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -457017.093750 Penalty: 2975.181396
	Iteration 15Q: 3 clusters Score -457017.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -457066.468750 Penalty: 2975.181396
	Iteration 16Q: 3 clusters Score -457066.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -457107.656250 Penalty: 2975.181396
	Iteration 17Q: 3 clusters Score -457107.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -457132.531250 Penalty: 2975.181396
	Iteration 18Q: 3 clusters Score -457132.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -457149.468750 Penalty: 2975.181396
	Iteration 19Q: 3 clusters Score -457149.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -457160.718750 Penalty: 2975.181396
	Iteration 20F: 3 clusters Score -457160.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -457169.312500 Penalty: 2975.181396
	Iteration 21Q: 3 clusters Score -457169.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -457175.875000 Penalty: 2975.181396
	Iteration 22Q: 3 clusters Score -457175.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -457180.375000 Penalty: 2975.181396
	Iteration 23Q: 3 clusters Score -457180.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -457186.937500 Penalty: 2975.181396
	Iteration 24Q: 3 clusters Score -457186.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -457192.968750 Penalty: 2975.181396
	Iteration 25Q: 3 clusters Score -457193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -457198.031250 Penalty: 2975.181396
	Iteration 26Q: 3 clusters Score -457198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -457203.812500 Penalty: 2975.181396
	Iteration 27Q: 3 clusters Score -457203.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -457206.250000 Penalty: 2975.181396
	Iteration 28Q: 3 clusters Score -457206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -457207.062500 Penalty: 2975.181396
	Iteration 29Q: 3 clusters Score -457207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -457208.531250 Penalty: 2975.181396
	Iteration 30Q: 3 clusters Score -457208.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -457210.093750 Penalty: 2975.181396
	Iteration 31Q: 3 clusters Score -457210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -457212.062500 Penalty: 2975.181396
	Iteration 32Q: 3 clusters Score -457212.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -457215.093750 Penalty: 2975.181396
	Iteration 33Q: 3 clusters Score -457215.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -457216.968750 Penalty: 2975.181396
	Iteration 34Q: 3 clusters Score -457217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -457216.312500 Penalty: 2975.181396
	Iteration 35Q: 3 clusters Score -457216.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -457218.531250 Penalty: 2975.181396
	Iteration 36Q: 3 clusters Score -457218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -457218.656250 Penalty: 2975.181396
	Iteration 37Q: 3 clusters Score -457218.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -457218.656250 Penalty: 2975.181396
	Iteration 38F: 3 clusters Score -457218.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Entering Unmasked Estep 
Score: -618182.000000 Penalty: 1517.401123
	Iteration 0F: 2 clusters Score -618182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -610151.500000 Penalty: 3034.802246
	Iteration 0F: 3 clusters Score -610151.5 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -612742.125000 Penalty: 3034.802246
	Iteration 1F: 3 clusters Score -612742.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -612994.250000 Penalty: 3034.802246
	Iteration 2F: 3 clusters Score -612994.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -613210.000000 Penalty: 3034.802246
	Iteration 3Q: 3 clusters Score -613210 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -613411.625000 Penalty: 3034.802246
	Iteration 4Q: 3 clusters Score -613411.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -613637.812500 Penalty: 3034.802246
	Iteration 5Q: 3 clusters Score -613637.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -613934.625000 Penalty: 3034.802246
	Iteration 6Q: 3 clusters Score -613934.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -614316.500000 Penalty: 3034.802246
	Iteration 7F: 3 clusters Score -614316.5 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -614795.062500 Penalty: 3034.802246
	Iteration 8F: 3 clusters Score -614795.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -615344.437500 Penalty: 3034.802246
	Iteration 9F: 3 clusters Score -615344.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -615861.562500 Penalty: 3034.802246
	Iteration 10F: 3 clusters Score -615861.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -616270.500000 Penalty: 3034.802246
	Iteration 11Q: 3 clusters Score -616270.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -616538.125000 Penalty: 3034.802246
	Iteration 12Q: 3 clusters Score -616538.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -616683.562500 Penalty: 3034.802246
	Iteration 13Q: 3 clusters Score -616683.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -616757.812500 Penalty: 3034.802246
	Iteration 14Q: 3 clusters Score -616757.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -616781.937500 Penalty: 3034.802246
	Iteration 15Q: 3 clusters Score -616781.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -616802.750000 Penalty: 3034.802246
	Iteration 16Q: 3 clusters Score -616802.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -616814.187500 Penalty: 3034.802246
	Iteration 17Q: 3 clusters Score -616814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -616818.687500 Penalty: 3034.802246
	Iteration 18Q: 3 clusters Score -616818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -616823.687500 Penalty: 3034.802246
	Iteration 19Q: 3 clusters Score -616823.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -616829.187500 Penalty: 3034.802246
	Iteration 20F: 3 clusters Score -616829.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (61159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Entering Unmasked Estep 
Score: -3213487.250000 Penalty: 1790.950317
	Iteration 0F: 2 clusters Score -3213487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -3172672.000000 Penalty: 3581.900635
	Iteration 0F: 3 clusters Score -3172672 nChanged 28931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3189554.500000 Penalty: 3581.900635
	Iteration 1F: 3 clusters Score -3189554 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3190362.500000 Penalty: 3581.900635
	Iteration 2Q: 3 clusters Score -3190362 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3191494.250000 Penalty: 3581.900635
	Iteration 3Q: 3 clusters Score -3191494 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3193254.250000 Penalty: 3581.900635
	Iteration 4F: 3 clusters Score -3193254 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3196153.750000 Penalty: 3581.900635
	Iteration 5F: 3 clusters Score -3196154 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3200208.500000 Penalty: 3581.900635
	Iteration 6F: 3 clusters Score -3200208 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3204434.750000 Penalty: 3581.900635
	Iteration 7F: 3 clusters Score -3204435 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3207633.750000 Penalty: 3581.900635
	Iteration 8F: 3 clusters Score -3207634 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3209489.500000 Penalty: 3581.900635
	Iteration 9Q: 3 clusters Score -3209490 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3210476.500000 Penalty: 3581.900635
	Iteration 10Q: 3 clusters Score -3210476 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3211035.000000 Penalty: 3581.900635
	Iteration 11Q: 3 clusters Score -3211035 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3211365.000000 Penalty: 3581.900635
	Iteration 12Q: 3 clusters Score -3211365 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3211532.750000 Penalty: 3581.900635
	Iteration 13Q: 3 clusters Score -3211533 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3211645.750000 Penalty: 3581.900635
	Iteration 14Q: 3 clusters Score -3211646 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3211729.500000 Penalty: 3581.900635
	Iteration 15Q: 3 clusters Score -3211730 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3211775.000000 Penalty: 3581.900635
	Iteration 16Q: 3 clusters Score -3211775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3211806.750000 Penalty: 3581.900635
	Iteration 17Q: 3 clusters Score -3211807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3211845.250000 Penalty: 3581.900635
	Iteration 18Q: 3 clusters Score -3211845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3211865.250000 Penalty: 3581.900635
	Iteration 19Q: 3 clusters Score -3211865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3211884.000000 Penalty: 3581.900635
	Iteration 20F: 3 clusters Score -3211884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3211898.500000 Penalty: 3581.900635
	Iteration 21Q: 3 clusters Score -3211898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3211913.000000 Penalty: 3581.900635
	Iteration 22Q: 3 clusters Score -3211913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3211926.000000 Penalty: 3581.900635
	Iteration 23Q: 3 clusters Score -3211926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3211928.000000 Penalty: 3581.900635
	Iteration 24Q: 3 clusters Score -3211928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3211927.500000 Penalty: 3581.900635
	Iteration 25Q: 3 clusters Score -3211928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3211932.000000 Penalty: 3581.900635
	Iteration 26Q: 3 clusters Score -3211932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3211932.500000 Penalty: 3581.900635
	Iteration 27Q: 3 clusters Score -3211932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3211932.500000 Penalty: 3581.900635
	Iteration 28F: 3 clusters Score -3211932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 13353 members 
Mstep: Class 6 contains 5582 members 
Mstep: Class 8 contains 6150 members 
Mstep: Class 9 contains 78817 members 
Mstep: Class 10 contains 43290 members 
Mstep: Class 12 contains 68266 members 
Mstep: Class 13 contains 7903 members 
Mstep: Class 16 contains 34705 members 
Mstep: Class 17 contains 64690 members 
Mstep: Class 18 contains 9456 members 
Mstep: Class 19 contains 11360 members 
Mstep: Class 22 contains 61159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20814636.000000 Penalty: 31542.244141
Iteration 39Q: 16 clusters Score -2.081464e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4176 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 8 contains 6214 members 
Mstep: Class 9 contains 79103 members 
Mstep: Class 10 contains 43852 members 
Mstep: Class 12 contains 68117 members 
Mstep: Class 13 contains 7765 members 
Mstep: Class 16 contains 34476 members 
Mstep: Class 17 contains 64964 members 
Mstep: Class 18 contains 9489 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 22 contains 61133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20815072.000000 Penalty: 31542.244141
Iteration 40F: 16 clusters Score -2.081507e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 4 contains 4217 members 
Mstep: Class 5 contains 12486 members 
Mstep: Class 6 contains 5512 members 
Mstep: Class 8 contains 6278 members 
Mstep: Class 9 contains 79388 members 
Mstep: Class 10 contains 44380 members 
Mstep: Class 12 contains 67958 members 
Mstep: Class 13 contains 7647 members 
Mstep: Class 16 contains 34262 members 
Mstep: Class 17 contains 65204 members 
Mstep: Class 18 contains 9525 members 
Mstep: Class 19 contains 11125 members 
Mstep: Class 22 contains 61103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20815404.000000 Penalty: 31542.244141
Iteration 41Q: 16 clusters Score -2.08154e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 12044 members 
Mstep: Class 6 contains 5484 members 
Mstep: Class 8 contains 6340 members 
Mstep: Class 9 contains 79698 members 
Mstep: Class 10 contains 44918 members 
Mstep: Class 12 contains 67808 members 
Mstep: Class 13 contains 7532 members 
Mstep: Class 16 contains 34055 members 
Mstep: Class 17 contains 65449 members 
Mstep: Class 18 contains 9564 members 
Mstep: Class 19 contains 10963 members 
Mstep: Class 22 contains 61057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20815606.000000 Penalty: 31542.244141
Iteration 42Q: 16 clusters Score -2.081561e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4025 members 
Mstep: Class 4 contains 4086 members 
Mstep: Class 5 contains 11594 members 
Mstep: Class 6 contains 5449 members 
Mstep: Class 8 contains 6386 members 
Mstep: Class 9 contains 79992 members 
Mstep: Class 10 contains 45467 members 
Mstep: Class 12 contains 67670 members 
Mstep: Class 13 contains 7404 members 
Mstep: Class 16 contains 33872 members 
Mstep: Class 17 contains 65693 members 
Mstep: Class 18 contains 9601 members 
Mstep: Class 19 contains 10820 members 
Mstep: Class 22 contains 60994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20815764.000000 Penalty: 31542.244141
Iteration 43Q: 16 clusters Score -2.081576e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 4 contains 4038 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 8 contains 6458 members 
Mstep: Class 9 contains 80258 members 
Mstep: Class 10 contains 46009 members 
Mstep: Class 12 contains 67512 members 
Mstep: Class 13 contains 7276 members 
Mstep: Class 16 contains 33694 members 
Mstep: Class 17 contains 65917 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 10657 members 
Mstep: Class 22 contains 60949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20816008.000000 Penalty: 31542.244141
Iteration 44Q: 16 clusters Score -2.081601e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3898 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 10809 members 
Mstep: Class 6 contains 5395 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 80504 members 
Mstep: Class 10 contains 46572 members 
Mstep: Class 12 contains 67377 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 16 contains 33520 members 
Mstep: Class 17 contains 66109 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 10499 members 
Mstep: Class 22 contains 60894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20816336.000000 Penalty: 31542.244141
Iteration 45Q: 16 clusters Score -2.081634e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 5 contains 10380 members 
Mstep: Class 6 contains 5364 members 
Mstep: Class 8 contains 6593 members 
Mstep: Class 9 contains 80800 members 
Mstep: Class 10 contains 47096 members 
Mstep: Class 12 contains 67240 members 
Mstep: Class 13 contains 7023 members 
Mstep: Class 16 contains 33374 members 
Mstep: Class 17 contains 66325 members 
Mstep: Class 18 contains 9694 members 
Mstep: Class 19 contains 10330 members 
Mstep: Class 22 contains 60828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20816664.000000 Penalty: 31542.244141
Iteration 46Q: 16 clusters Score -2.081666e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3771 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 5329 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 81092 members 
Mstep: Class 10 contains 47581 members 
Mstep: Class 12 contains 67106 members 
Mstep: Class 13 contains 6943 members 
Mstep: Class 16 contains 33238 members 
Mstep: Class 17 contains 66524 members 
Mstep: Class 18 contains 9730 members 
Mstep: Class 19 contains 10174 members 
Mstep: Class 22 contains 60765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20816938.000000 Penalty: 31542.244141
Iteration 47Q: 16 clusters Score -2.081694e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 4 contains 3921 members 
Mstep: Class 5 contains 9600 members 
Mstep: Class 6 contains 5308 members 
Mstep: Class 8 contains 6726 members 
Mstep: Class 9 contains 81354 members 
Mstep: Class 10 contains 48069 members 
Mstep: Class 12 contains 66996 members 
Mstep: Class 13 contains 6850 members 
Mstep: Class 16 contains 33108 members 
Mstep: Class 17 contains 66662 members 
Mstep: Class 18 contains 9756 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 22 contains 60699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20817048.000000 Penalty: 31542.244141
Iteration 48Q: 16 clusters Score -2.081705e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 4 contains 3885 members 
Mstep: Class 5 contains 9242 members 
Mstep: Class 6 contains 5283 members 
Mstep: Class 8 contains 6794 members 
Mstep: Class 9 contains 81623 members 
Mstep: Class 10 contains 48513 members 
Mstep: Class 12 contains 66892 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 16 contains 32957 members 
Mstep: Class 17 contains 66775 members 
Mstep: Class 18 contains 9796 members 
Mstep: Class 19 contains 9838 members 
Mstep: Class 22 contains 60648 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 16 clusters Score -2.081725e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 8893 members 
Mstep: Class 6 contains 5252 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 81884 members 
Mstep: Class 10 contains 48961 members 
Mstep: Class 12 contains 66784 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 16 contains 32818 members 
Mstep: Class 17 contains 66889 members 
Mstep: Class 18 contains 9823 members 
Mstep: Class 19 contains 9677 members 
Mstep: Class 22 contains 60600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 16 clusters Score -2.081744e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3591 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 5232 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 82156 members 
Mstep: Class 10 contains 49420 members 
Mstep: Class 12 contains 66665 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 16 contains 32686 members 
Mstep: Class 17 contains 66949 members 
Mstep: Class 18 contains 9857 members 
Mstep: Class 19 contains 9516 members 
Mstep: Class 22 contains 60560 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 16 clusters Score -2.081762e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3544 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 5202 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 82420 members 
Mstep: Class 10 contains 49868 members 
Mstep: Class 12 contains 66553 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 16 contains 32584 members 
Mstep: Class 17 contains 66982 members 
Mstep: Class 18 contains 9887 members 
Mstep: Class 19 contains 9346 members 
Mstep: Class 22 contains 60516 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 16 clusters Score -2.081764e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 4 contains 3776 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 6 contains 5184 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 82680 members 
Mstep: Class 10 contains 50299 members 
Mstep: Class 12 contains 66444 members 
Mstep: Class 13 contains 6516 members 
Mstep: Class 16 contains 32486 members 
Mstep: Class 17 contains 66992 members 
Mstep: Class 18 contains 9916 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 22 contains 60473 members 
Entering Unmasked Estep 
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Iteration 53Q: 16 clusters Score -2.081783e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3450 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 7753 members 
Mstep: Class 6 contains 5160 members 
Mstep: Class 8 contains 7110 members 
Mstep: Class 9 contains 82954 members 
Mstep: Class 10 contains 50708 members 
Mstep: Class 12 contains 66355 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 16 contains 32396 members 
Mstep: Class 17 contains 66978 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 8969 members 
Mstep: Class 22 contains 60431 members 
Entering Unmasked Estep 
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Iteration 54Q: 16 clusters Score -2.0818e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3410 members 
Mstep: Class 4 contains 3684 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 5141 members 
Mstep: Class 8 contains 7176 members 
Mstep: Class 9 contains 83228 members 
Mstep: Class 10 contains 51146 members 
Mstep: Class 12 contains 66277 members 
Mstep: Class 13 contains 6372 members 
Mstep: Class 16 contains 32314 members 
Mstep: Class 17 contains 66921 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 8788 members 
Mstep: Class 22 contains 60404 members 
Entering Unmasked Estep 
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Iteration 55Q: 16 clusters Score -2.081808e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3377 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 7258 members 
Mstep: Class 6 contains 5126 members 
Mstep: Class 8 contains 7252 members 
Mstep: Class 9 contains 83524 members 
Mstep: Class 10 contains 51598 members 
Mstep: Class 12 contains 66179 members 
Mstep: Class 13 contains 6288 members 
Mstep: Class 16 contains 32234 members 
Mstep: Class 17 contains 66835 members 
Mstep: Class 18 contains 9993 members 
Mstep: Class 19 contains 8607 members 
Mstep: Class 22 contains 60380 members 
Entering Unmasked Estep 
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Iteration 56Q: 16 clusters Score -2.081826e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 4 contains 3577 members 
Mstep: Class 5 contains 6998 members 
Mstep: Class 6 contains 5114 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 83814 members 
Mstep: Class 10 contains 52008 members 
Mstep: Class 12 contains 66103 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 16 contains 32177 members 
Mstep: Class 17 contains 66761 members 
Mstep: Class 18 contains 10018 members 
Mstep: Class 19 contains 8430 members 
Mstep: Class 22 contains 60321 members 
Entering Unmasked Estep 
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Iteration 57Q: 16 clusters Score -2.081837e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3313 members 
Mstep: Class 4 contains 3531 members 
Mstep: Class 5 contains 6751 members 
Mstep: Class 6 contains 5096 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 84094 members 
Mstep: Class 10 contains 52434 members 
Mstep: Class 12 contains 66039 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 16 contains 32118 members 
Mstep: Class 17 contains 66663 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 19 contains 8261 members 
Mstep: Class 22 contains 60245 members 
Entering Unmasked Estep 
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Iteration 58Q: 16 clusters Score -2.081856e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3291 members 
Mstep: Class 4 contains 3497 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 5085 members 
Mstep: Class 8 contains 7502 members 
Mstep: Class 9 contains 84359 members 
Mstep: Class 10 contains 52837 members 
Mstep: Class 12 contains 65980 members 
Mstep: Class 13 contains 6068 members 
Mstep: Class 16 contains 32050 members 
Mstep: Class 17 contains 66557 members 
Mstep: Class 18 contains 10077 members 
Mstep: Class 19 contains 8103 members 
Mstep: Class 22 contains 60181 members 
Entering Unmasked Estep 
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Iteration 59Q: 16 clusters Score -2.081868e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3264 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 6299 members 
Mstep: Class 6 contains 5068 members 
Mstep: Class 8 contains 7579 members 
Mstep: Class 9 contains 84642 members 
Mstep: Class 10 contains 53250 members 
Mstep: Class 12 contains 65927 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 16 contains 31964 members 
Mstep: Class 17 contains 66452 members 
Mstep: Class 18 contains 10108 members 
Mstep: Class 19 contains 7948 members 
Mstep: Class 22 contains 60115 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 16 clusters Score -2.081867e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 4 contains 3422 members 
Mstep: Class 5 contains 6065 members 
Mstep: Class 6 contains 5039 members 
Mstep: Class 8 contains 7660 members 
Mstep: Class 9 contains 84922 members 
Mstep: Class 10 contains 53678 members 
Mstep: Class 12 contains 65864 members 
Mstep: Class 13 contains 5940 members 
Mstep: Class 16 contains 31883 members 
Mstep: Class 17 contains 66325 members 
Mstep: Class 18 contains 10132 members 
Mstep: Class 19 contains 7804 members 
Mstep: Class 22 contains 60052 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 16 clusters Score -2.081889e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3187 members 
Mstep: Class 4 contains 3386 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 5013 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 85165 members 
Mstep: Class 10 contains 54136 members 
Mstep: Class 12 contains 65802 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 16 contains 31808 members 
Mstep: Class 17 contains 66206 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 7649 members 
Mstep: Class 22 contains 59985 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 16 clusters Score -2.081909e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 4 contains 3353 members 
Mstep: Class 5 contains 5605 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 8 contains 7810 members 
Mstep: Class 9 contains 85450 members 
Mstep: Class 10 contains 54593 members 
Mstep: Class 12 contains 65750 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 16 contains 31717 members 
Mstep: Class 17 contains 66074 members 
Mstep: Class 18 contains 10176 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 22 contains 59903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20819224.000000 Penalty: 31542.244141
Iteration 63Q: 16 clusters Score -2.081922e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 5409 members 
Mstep: Class 6 contains 4971 members 
Mstep: Class 8 contains 7888 members 
Mstep: Class 9 contains 85701 members 
Mstep: Class 10 contains 55030 members 
Mstep: Class 12 contains 65694 members 
Mstep: Class 13 contains 5749 members 
Mstep: Class 16 contains 31632 members 
Mstep: Class 17 contains 65904 members 
Mstep: Class 18 contains 10193 members 
Mstep: Class 19 contains 7360 members 
Mstep: Class 22 contains 59842 members 
Entering Unmasked Estep 
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Score: -20819510.000000 Penalty: 31542.244141
Iteration 64Q: 16 clusters Score -2.081951e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3105 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 8 contains 7970 members 
Mstep: Class 9 contains 85906 members 
Mstep: Class 10 contains 55419 members 
Mstep: Class 12 contains 65648 members 
Mstep: Class 13 contains 5693 members 
Mstep: Class 16 contains 31552 members 
Mstep: Class 17 contains 65765 members 
Mstep: Class 18 contains 10214 members 
Mstep: Class 19 contains 7240 members 
Mstep: Class 22 contains 59784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20819658.000000 Penalty: 31542.244141
Iteration 65Q: 16 clusters Score -2.081966e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 4930 members 
Mstep: Class 8 contains 8047 members 
Mstep: Class 9 contains 86139 members 
Mstep: Class 10 contains 55795 members 
Mstep: Class 12 contains 65613 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 16 contains 31479 members 
Mstep: Class 17 contains 65616 members 
Mstep: Class 18 contains 10239 members 
Mstep: Class 19 contains 7119 members 
Mstep: Class 22 contains 59734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20819804.000000 Penalty: 31542.244141
Iteration 66Q: 16 clusters Score -2.08198e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3060 members 
Mstep: Class 4 contains 3208 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 8 contains 8142 members 
Mstep: Class 9 contains 86364 members 
Mstep: Class 10 contains 56144 members 
Mstep: Class 12 contains 65575 members 
Mstep: Class 13 contains 5553 members 
Mstep: Class 16 contains 31396 members 
Mstep: Class 17 contains 65477 members 
Mstep: Class 18 contains 10264 members 
Mstep: Class 19 contains 6995 members 
Mstep: Class 22 contains 59669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20820000.000000 Penalty: 31542.244141
Iteration 67Q: 16 clusters Score -2.082e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3033 members 
Mstep: Class 4 contains 3172 members 
Mstep: Class 5 contains 4678 members 
Mstep: Class 6 contains 4902 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 86580 members 
Mstep: Class 10 contains 56492 members 
Mstep: Class 12 contains 65525 members 
Mstep: Class 13 contains 5479 members 
Mstep: Class 16 contains 31332 members 
Mstep: Class 17 contains 65344 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 19 contains 6880 members 
Mstep: Class 22 contains 59602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20820094.000000 Penalty: 31542.244141
Iteration 68Q: 16 clusters Score -2.082009e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 4 contains 3142 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 4887 members 
Mstep: Class 8 contains 8302 members 
Mstep: Class 9 contains 86803 members 
Mstep: Class 10 contains 56829 members 
Mstep: Class 12 contains 65483 members 
Mstep: Class 13 contains 5420 members 
Mstep: Class 16 contains 31267 members 
Mstep: Class 17 contains 65216 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 6773 members 
Mstep: Class 22 contains 59537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 16 clusters Score -2.082022e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2975 members 
Mstep: Class 4 contains 3110 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 4867 members 
Mstep: Class 8 contains 8383 members 
Mstep: Class 9 contains 87031 members 
Mstep: Class 10 contains 57167 members 
Mstep: Class 12 contains 65440 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 16 contains 31190 members 
Mstep: Class 17 contains 65079 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 22 contains 59500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20820278.000000 Penalty: 31542.244141
Iteration 70Q: 16 clusters Score -2.082028e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 4853 members 
Mstep: Class 8 contains 8462 members 
Mstep: Class 9 contains 87269 members 
Mstep: Class 10 contains 57500 members 
Mstep: Class 12 contains 65391 members 
Mstep: Class 13 contains 5278 members 
Mstep: Class 16 contains 31127 members 
Mstep: Class 17 contains 64929 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 22 contains 59448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20820464.000000 Penalty: 31542.244141
Iteration 71Q: 16 clusters Score -2.082046e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 4070 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 8 contains 8549 members 
Mstep: Class 9 contains 87504 members 
Mstep: Class 10 contains 57831 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 5185 members 
Mstep: Class 16 contains 31078 members 
Mstep: Class 17 contains 64786 members 
Mstep: Class 18 contains 10284 members 
Mstep: Class 19 contains 6425 members 
Mstep: Class 22 contains 59394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20820580.000000 Penalty: 31542.244141
Iteration 72Q: 16 clusters Score -2.082058e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2890 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 3937 members 
Mstep: Class 6 contains 4836 members 
Mstep: Class 8 contains 8641 members 
Mstep: Class 9 contains 87720 members 
Mstep: Class 10 contains 58163 members 
Mstep: Class 12 contains 65289 members 
Mstep: Class 13 contains 5088 members 
Mstep: Class 16 contains 31038 members 
Mstep: Class 17 contains 64640 members 
Mstep: Class 18 contains 10275 members 
Mstep: Class 19 contains 6313 members 
Mstep: Class 22 contains 59352 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 16 clusters Score -2.082071e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2849 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 87913 members 
Mstep: Class 10 contains 58477 members 
Mstep: Class 12 contains 65235 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 16 contains 31006 members 
Mstep: Class 17 contains 64495 members 
Mstep: Class 18 contains 10270 members 
Mstep: Class 19 contains 6211 members 
Mstep: Class 22 contains 59313 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 16 clusters Score -2.082097e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2811 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 4825 members 
Mstep: Class 8 contains 8831 members 
Mstep: Class 9 contains 88093 members 
Mstep: Class 10 contains 58803 members 
Mstep: Class 12 contains 65192 members 
Mstep: Class 13 contains 4892 members 
Mstep: Class 16 contains 30967 members 
Mstep: Class 17 contains 64313 members 
Mstep: Class 18 contains 10270 members 
Mstep: Class 19 contains 6099 members 
Mstep: Class 22 contains 59286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20821120.000000 Penalty: 31542.244141
Iteration 75Q: 16 clusters Score -2.082112e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 4 contains 2868 members 
Mstep: Class 5 contains 3571 members 
Mstep: Class 6 contains 4816 members 
Mstep: Class 8 contains 8930 members 
Mstep: Class 9 contains 88252 members 
Mstep: Class 10 contains 59100 members 
Mstep: Class 12 contains 65164 members 
Mstep: Class 13 contains 4808 members 
Mstep: Class 16 contains 30943 members 
Mstep: Class 17 contains 64133 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 5995 members 
Mstep: Class 22 contains 59246 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 16 clusters Score -2.082119e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 3492 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 8 contains 9030 members 
Mstep: Class 9 contains 88376 members 
Mstep: Class 10 contains 59410 members 
Mstep: Class 12 contains 65135 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 16 contains 30923 members 
Mstep: Class 17 contains 63955 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 5908 members 
Mstep: Class 22 contains 59189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20821284.000000 Penalty: 31542.244141
Iteration 77Q: 16 clusters Score -2.082128e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2713 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 4802 members 
Mstep: Class 8 contains 9135 members 
Mstep: Class 9 contains 88526 members 
Mstep: Class 10 contains 59680 members 
Mstep: Class 12 contains 65077 members 
Mstep: Class 13 contains 4662 members 
Mstep: Class 16 contains 30902 members 
Mstep: Class 17 contains 63784 members 
Mstep: Class 18 contains 10275 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 22 contains 59140 members 
Entering Unmasked Estep 
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Iteration 78Q: 16 clusters Score -2.08214e+07 nChanged 891
Entering ConstructFrom: 
Score: -20821402.000000 Penalty: 31542.244141
Entering ConstructFrom: 
Trying to split cluster 1 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -320098.406250 Penalty: 1417.657227
	Iteration 0F: 2 clusters Score -320098.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -315308.437500 Penalty: 2835.314453
	Iteration 0F: 3 clusters Score -315308.4 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -316680.500000 Penalty: 2835.314453
	Iteration 1F: 3 clusters Score -316680.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -316854.375000 Penalty: 2835.314453
	Iteration 2F: 3 clusters Score -316854.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -316982.500000 Penalty: 2835.314453
	Iteration 3F: 3 clusters Score -316982.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -317068.968750 Penalty: 2835.314453
	Iteration 4Q: 3 clusters Score -317069 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -317131.125000 Penalty: 2835.314453
	Iteration 5Q: 3 clusters Score -317131.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -317184.218750 Penalty: 2835.314453
	Iteration 6Q: 3 clusters Score -317184.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -317222.625000 Penalty: 2835.314453
	Iteration 7Q: 3 clusters Score -317222.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -317252.562500 Penalty: 2835.314453
	Iteration 8Q: 3 clusters Score -317252.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -317281.000000 Penalty: 2835.314453
	Iteration 9Q: 3 clusters Score -317281 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -317302.031250 Penalty: 2835.314453
	Iteration 10Q: 3 clusters Score -317302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -317330.656250 Penalty: 2835.314453
	Iteration 11Q: 3 clusters Score -317330.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -317356.093750 Penalty: 2835.314453
	Iteration 12Q: 3 clusters Score -317356.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -317385.343750 Penalty: 2835.314453
	Iteration 13Q: 3 clusters Score -317385.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -317407.250000 Penalty: 2835.314453
	Iteration 14Q: 3 clusters Score -317407.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -317430.031250 Penalty: 2835.314453
	Iteration 15Q: 3 clusters Score -317430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -317460.031250 Penalty: 2835.314453
	Iteration 16Q: 3 clusters Score -317460 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -317496.968750 Penalty: 2835.314453
	Iteration 17Q: 3 clusters Score -317497 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -317533.312500 Penalty: 2835.314453
	Iteration 18Q: 3 clusters Score -317533.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -317572.187500 Penalty: 2835.314453
	Iteration 19Q: 3 clusters Score -317572.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -317623.000000 Penalty: 2835.314453
	Iteration 20F: 3 clusters Score -317623 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -317674.062500 Penalty: 2835.314453
	Iteration 21Q: 3 clusters Score -317674.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -317725.250000 Penalty: 2835.314453
	Iteration 22Q: 3 clusters Score -317725.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -317777.625000 Penalty: 2835.314453
	Iteration 23Q: 3 clusters Score -317777.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -317840.375000 Penalty: 2835.314453
	Iteration 24Q: 3 clusters Score -317840.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -317916.593750 Penalty: 2835.314453
	Iteration 25Q: 3 clusters Score -317916.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -318012.843750 Penalty: 2835.314453
	Iteration 26Q: 3 clusters Score -318012.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -318129.812500 Penalty: 2835.314453
	Iteration 27Q: 3 clusters Score -318129.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -318252.625000 Penalty: 2835.314453
	Iteration 28Q: 3 clusters Score -318252.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -318351.562500 Penalty: 2835.314453
	Iteration 29Q: 3 clusters Score -318351.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -318438.593750 Penalty: 2835.314453
	Iteration 30Q: 3 clusters Score -318438.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -318519.375000 Penalty: 2835.314453
	Iteration 31Q: 3 clusters Score -318519.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -318596.656250 Penalty: 2835.314453
	Iteration 32Q: 3 clusters Score -318596.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -318659.031250 Penalty: 2835.314453
	Iteration 33Q: 3 clusters Score -318659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -318710.187500 Penalty: 2835.314453
	Iteration 34Q: 3 clusters Score -318710.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -318745.625000 Penalty: 2835.314453
	Iteration 35Q: 3 clusters Score -318745.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -318772.281250 Penalty: 2835.314453
	Iteration 36Q: 3 clusters Score -318772.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -318802.406250 Penalty: 2835.314453
	Iteration 37Q: 3 clusters Score -318802.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -318819.218750 Penalty: 2835.314453
	Iteration 38Q: 3 clusters Score -318819.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -318831.875000 Penalty: 2835.314453
	Iteration 39Q: 3 clusters Score -318831.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -318844.406250 Penalty: 2835.314453
	Iteration 40F: 3 clusters Score -318844.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -318855.000000 Penalty: 2835.314453
	Iteration 41Q: 3 clusters Score -318855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -318866.406250 Penalty: 2835.314453
	Iteration 42Q: 3 clusters Score -318866.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -318882.500000 Penalty: 2835.314453
	Iteration 43Q: 3 clusters Score -318882.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -318893.343750 Penalty: 2835.314453
	Iteration 44Q: 3 clusters Score -318893.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -318899.468750 Penalty: 2835.314453
	Iteration 45Q: 3 clusters Score -318899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -318904.062500 Penalty: 2835.314453
	Iteration 46Q: 3 clusters Score -318904.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -318909.093750 Penalty: 2835.314453
	Iteration 47Q: 3 clusters Score -318909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -318912.218750 Penalty: 2835.314453
	Iteration 48Q: 3 clusters Score -318912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -318918.718750 Penalty: 2835.314453
	Iteration 49Q: 3 clusters Score -318918.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -318921.250000 Penalty: 2835.314453
	Iteration 50Q: 3 clusters Score -318921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -318922.562500 Penalty: 2835.314453
	Iteration 51Q: 3 clusters Score -318922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -318923.187500 Penalty: 2835.314453
	Iteration 52Q: 3 clusters Score -318923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -318923.187500 Penalty: 2835.314453
	Iteration 53F: 3 clusters Score -318923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -149594.046875 Penalty: 1282.887329
	Iteration 0F: 2 clusters Score -149594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -147050.484375 Penalty: 2565.774658
	Iteration 0F: 3 clusters Score -147050.5 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -147581.484375 Penalty: 2565.774658
	Iteration 1F: 3 clusters Score -147581.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -147706.562500 Penalty: 2565.774658
	Iteration 2F: 3 clusters Score -147706.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -147791.343750 Penalty: 2565.774658
	Iteration 3F: 3 clusters Score -147791.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -147855.796875 Penalty: 2565.774658
	Iteration 4Q: 3 clusters Score -147855.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -147916.562500 Penalty: 2565.774658
	Iteration 5Q: 3 clusters Score -147916.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -147961.187500 Penalty: 2565.774658
	Iteration 6Q: 3 clusters Score -147961.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -147996.031250 Penalty: 2565.774658
	Iteration 7Q: 3 clusters Score -147996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -148031.156250 Penalty: 2565.774658
	Iteration 8Q: 3 clusters Score -148031.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -148065.406250 Penalty: 2565.774658
	Iteration 9Q: 3 clusters Score -148065.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -148101.062500 Penalty: 2565.774658
	Iteration 10Q: 3 clusters Score -148101.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -148135.312500 Penalty: 2565.774658
	Iteration 11Q: 3 clusters Score -148135.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -148169.406250 Penalty: 2565.774658
	Iteration 12Q: 3 clusters Score -148169.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -148201.265625 Penalty: 2565.774658
	Iteration 13Q: 3 clusters Score -148201.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -148229.546875 Penalty: 2565.774658
	Iteration 14Q: 3 clusters Score -148229.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -148250.765625 Penalty: 2565.774658
	Iteration 15Q: 3 clusters Score -148250.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -148268.765625 Penalty: 2565.774658
	Iteration 16Q: 3 clusters Score -148268.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -148285.265625 Penalty: 2565.774658
	Iteration 17Q: 3 clusters Score -148285.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -148307.453125 Penalty: 2565.774658
	Iteration 18Q: 3 clusters Score -148307.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -148334.140625 Penalty: 2565.774658
	Iteration 19Q: 3 clusters Score -148334.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -148353.953125 Penalty: 2565.774658
	Iteration 20F: 3 clusters Score -148354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -148367.015625 Penalty: 2565.774658
	Iteration 21Q: 3 clusters Score -148367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -148377.734375 Penalty: 2565.774658
	Iteration 22Q: 3 clusters Score -148377.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -148387.125000 Penalty: 2565.774658
	Iteration 23Q: 3 clusters Score -148387.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -148393.734375 Penalty: 2565.774658
	Iteration 24Q: 3 clusters Score -148393.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -148405.015625 Penalty: 2565.774658
	Iteration 25Q: 3 clusters Score -148405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -148414.468750 Penalty: 2565.774658
	Iteration 26Q: 3 clusters Score -148414.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -148417.859375 Penalty: 2565.774658
	Iteration 27Q: 3 clusters Score -148417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -148419.718750 Penalty: 2565.774658
	Iteration 28Q: 3 clusters Score -148419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -148422.125000 Penalty: 2565.774658
	Iteration 29Q: 3 clusters Score -148422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -148425.562500 Penalty: 2565.774658
	Iteration 30Q: 3 clusters Score -148425.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -148429.671875 Penalty: 2565.774658
	Iteration 31Q: 3 clusters Score -148429.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -148436.515625 Penalty: 2565.774658
	Iteration 32Q: 3 clusters Score -148436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -148438.375000 Penalty: 2565.774658
	Iteration 33Q: 3 clusters Score -148438.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -148438.375000 Penalty: 2565.774658
	Iteration 34F: 3 clusters Score -148438.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -147976.921875 Penalty: 1285.292114
	Iteration 0F: 2 clusters Score -147976.9 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 1379 members 
Entering Unmasked Estep 
Score: -145457.140625 Penalty: 2570.584229
	Iteration 0F: 3 clusters Score -145457.1 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -146025.265625 Penalty: 2570.584229
	Iteration 1F: 3 clusters Score -146025.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -146113.859375 Penalty: 2570.584229
	Iteration 2F: 3 clusters Score -146113.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -146178.625000 Penalty: 2570.584229
	Iteration 3Q: 3 clusters Score -146178.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -146227.859375 Penalty: 2570.584229
	Iteration 4Q: 3 clusters Score -146227.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -146262.281250 Penalty: 2570.584229
	Iteration 5Q: 3 clusters Score -146262.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -146284.921875 Penalty: 2570.584229
	Iteration 6Q: 3 clusters Score -146284.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -146301.984375 Penalty: 2570.584229
	Iteration 7Q: 3 clusters Score -146302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -146318.203125 Penalty: 2570.584229
	Iteration 8Q: 3 clusters Score -146318.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -146329.640625 Penalty: 2570.584229
	Iteration 9Q: 3 clusters Score -146329.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -146336.390625 Penalty: 2570.584229
	Iteration 10Q: 3 clusters Score -146336.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -146343.625000 Penalty: 2570.584229
	Iteration 11Q: 3 clusters Score -146343.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -146351.859375 Penalty: 2570.584229
	Iteration 12Q: 3 clusters Score -146351.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -146360.078125 Penalty: 2570.584229
	Iteration 13Q: 3 clusters Score -146360.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -146368.703125 Penalty: 2570.584229
	Iteration 14Q: 3 clusters Score -146368.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -146379.984375 Penalty: 2570.584229
	Iteration 15Q: 3 clusters Score -146380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -146391.265625 Penalty: 2570.584229
	Iteration 16Q: 3 clusters Score -146391.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -146400.078125 Penalty: 2570.584229
	Iteration 17Q: 3 clusters Score -146400.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -146406.656250 Penalty: 2570.584229
	Iteration 18Q: 3 clusters Score -146406.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -146413.468750 Penalty: 2570.584229
	Iteration 19Q: 3 clusters Score -146413.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -146419.921875 Penalty: 2570.584229
	Iteration 20F: 3 clusters Score -146419.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -146428.468750 Penalty: 2570.584229
	Iteration 21Q: 3 clusters Score -146428.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -146434.703125 Penalty: 2570.584229
	Iteration 22Q: 3 clusters Score -146434.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -146440.312500 Penalty: 2570.584229
	Iteration 23Q: 3 clusters Score -146440.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -146444.875000 Penalty: 2570.584229
	Iteration 24Q: 3 clusters Score -146444.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -146449.000000 Penalty: 2570.584229
	Iteration 25Q: 3 clusters Score -146449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -146452.468750 Penalty: 2570.584229
	Iteration 26Q: 3 clusters Score -146452.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -146457.828125 Penalty: 2570.584229
	Iteration 27Q: 3 clusters Score -146457.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -146463.437500 Penalty: 2570.584229
	Iteration 28Q: 3 clusters Score -146463.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -146468.218750 Penalty: 2570.584229
	Iteration 29Q: 3 clusters Score -146468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -146471.062500 Penalty: 2570.584229
	Iteration 30Q: 3 clusters Score -146471.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -146476.203125 Penalty: 2570.584229
	Iteration 31Q: 3 clusters Score -146476.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -146480.531250 Penalty: 2570.584229
	Iteration 32Q: 3 clusters Score -146480.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -146486.421875 Penalty: 2570.584229
	Iteration 33Q: 3 clusters Score -146486.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -146491.437500 Penalty: 2570.584229
	Iteration 34Q: 3 clusters Score -146491.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -146496.375000 Penalty: 2570.584229
	Iteration 35Q: 3 clusters Score -146496.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -146499.578125 Penalty: 2570.584229
	Iteration 36Q: 3 clusters Score -146499.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -146504.265625 Penalty: 2570.584229
	Iteration 37Q: 3 clusters Score -146504.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -146506.984375 Penalty: 2570.584229
	Iteration 38Q: 3 clusters Score -146507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -146511.531250 Penalty: 2570.584229
	Iteration 39Q: 3 clusters Score -146511.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -146517.796875 Penalty: 2570.584229
	Iteration 40F: 3 clusters Score -146517.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -146521.109375 Penalty: 2570.584229
	Iteration 41Q: 3 clusters Score -146521.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -146523.968750 Penalty: 2570.584229
	Iteration 42Q: 3 clusters Score -146524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -146529.531250 Penalty: 2570.584229
	Iteration 43Q: 3 clusters Score -146529.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -146534.031250 Penalty: 2570.584229
	Iteration 44Q: 3 clusters Score -146534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -146536.625000 Penalty: 2570.584229
	Iteration 45Q: 3 clusters Score -146536.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -146538.765625 Penalty: 2570.584229
	Iteration 46Q: 3 clusters Score -146538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -146540.265625 Penalty: 2570.584229
	Iteration 47Q: 3 clusters Score -146540.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -146541.218750 Penalty: 2570.584229
	Iteration 48Q: 3 clusters Score -146541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -146542.343750 Penalty: 2570.584229
	Iteration 49Q: 3 clusters Score -146542.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -146544.312500 Penalty: 2570.584229
	Iteration 50Q: 3 clusters Score -146544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -146544.578125 Penalty: 2570.584229
	Iteration 51Q: 3 clusters Score -146544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -146544.906250 Penalty: 2570.584229
	Iteration 52Q: 3 clusters Score -146544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -146546.125000 Penalty: 2570.584229
	Iteration 53Q: 3 clusters Score -146546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -146547.562500 Penalty: 2570.584229
	Iteration 54Q: 3 clusters Score -146547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -146548.406250 Penalty: 2570.584229
	Iteration 55Q: 3 clusters Score -146548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -146549.046875 Penalty: 2570.584229
	Iteration 56Q: 3 clusters Score -146549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -146550.218750 Penalty: 2570.584229
	Iteration 57Q: 3 clusters Score -146550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -146551.234375 Penalty: 2570.584229
	Iteration 58Q: 3 clusters Score -146551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -146552.453125 Penalty: 2570.584229
	Iteration 59Q: 3 clusters Score -146552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -146555.578125 Penalty: 2570.584229
	Iteration 60F: 3 clusters Score -146555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -146559.531250 Penalty: 2570.584229
	Iteration 61Q: 3 clusters Score -146559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -146560.812500 Penalty: 2570.584229
	Iteration 62Q: 3 clusters Score -146560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -146561.000000 Penalty: 2570.584229
	Iteration 63Q: 3 clusters Score -146561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -146561.000000 Penalty: 2570.584229
	Iteration 64F: 3 clusters Score -146561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -185254.468750 Penalty: 1319.257080
	Iteration 0F: 2 clusters Score -185254.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -182301.328125 Penalty: 2638.514160
	Iteration 0F: 3 clusters Score -182301.3 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -183041.812500 Penalty: 2638.514160
	Iteration 1F: 3 clusters Score -183041.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -183175.484375 Penalty: 2638.514160
	Iteration 2F: 3 clusters Score -183175.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -183251.468750 Penalty: 2638.514160
	Iteration 3Q: 3 clusters Score -183251.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -183306.312500 Penalty: 2638.514160
	Iteration 4Q: 3 clusters Score -183306.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -183342.437500 Penalty: 2638.514160
	Iteration 5Q: 3 clusters Score -183342.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -183366.812500 Penalty: 2638.514160
	Iteration 6Q: 3 clusters Score -183366.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -183390.890625 Penalty: 2638.514160
	Iteration 7Q: 3 clusters Score -183390.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -183406.796875 Penalty: 2638.514160
	Iteration 8Q: 3 clusters Score -183406.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -183420.453125 Penalty: 2638.514160
	Iteration 9Q: 3 clusters Score -183420.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -183429.046875 Penalty: 2638.514160
	Iteration 10Q: 3 clusters Score -183429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -183434.750000 Penalty: 2638.514160
	Iteration 11Q: 3 clusters Score -183434.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -183440.171875 Penalty: 2638.514160
	Iteration 12Q: 3 clusters Score -183440.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -183444.468750 Penalty: 2638.514160
	Iteration 13Q: 3 clusters Score -183444.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -183450.234375 Penalty: 2638.514160
	Iteration 14Q: 3 clusters Score -183450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -183453.156250 Penalty: 2638.514160
	Iteration 15Q: 3 clusters Score -183453.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -183457.125000 Penalty: 2638.514160
	Iteration 16Q: 3 clusters Score -183457.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -183458.343750 Penalty: 2638.514160
	Iteration 17Q: 3 clusters Score -183458.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -183459.765625 Penalty: 2638.514160
	Iteration 18Q: 3 clusters Score -183459.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -183461.437500 Penalty: 2638.514160
	Iteration 19Q: 3 clusters Score -183461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -183463.625000 Penalty: 2638.514160
	Iteration 20F: 3 clusters Score -183463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -183464.312500 Penalty: 2638.514160
	Iteration 21Q: 3 clusters Score -183464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -183466.125000 Penalty: 2638.514160
	Iteration 22Q: 3 clusters Score -183466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -183467.250000 Penalty: 2638.514160
	Iteration 23Q: 3 clusters Score -183467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -183469.765625 Penalty: 2638.514160
	Iteration 24Q: 3 clusters Score -183469.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -183472.234375 Penalty: 2638.514160
	Iteration 25Q: 3 clusters Score -183472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -183474.281250 Penalty: 2638.514160
	Iteration 26Q: 3 clusters Score -183474.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -183475.687500 Penalty: 2638.514160
	Iteration 27Q: 3 clusters Score -183475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -183475.687500 Penalty: 2638.514160
	Iteration 28F: 3 clusters Score -183475.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -249137.640625 Penalty: 1377.173096
	Iteration 0F: 2 clusters Score -249137.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -245262.312500 Penalty: 2754.346191
	Iteration 0F: 3 clusters Score -245262.3 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -246294.390625 Penalty: 2754.346191
	Iteration 1F: 3 clusters Score -246294.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -246455.562500 Penalty: 2754.346191
	Iteration 2F: 3 clusters Score -246455.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -246602.937500 Penalty: 2754.346191
	Iteration 3F: 3 clusters Score -246602.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -246744.921875 Penalty: 2754.346191
	Iteration 4Q: 3 clusters Score -246744.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -246857.546875 Penalty: 2754.346191
	Iteration 5Q: 3 clusters Score -246857.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -246975.984375 Penalty: 2754.346191
	Iteration 6Q: 3 clusters Score -246976 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -247110.734375 Penalty: 2754.346191
	Iteration 7Q: 3 clusters Score -247110.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -247278.281250 Penalty: 2754.346191
	Iteration 8Q: 3 clusters Score -247278.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -247408.546875 Penalty: 2754.346191
	Iteration 9Q: 3 clusters Score -247408.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -247536.984375 Penalty: 2754.346191
	Iteration 10Q: 3 clusters Score -247537 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -247620.421875 Penalty: 2754.346191
	Iteration 11Q: 3 clusters Score -247620.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -247696.546875 Penalty: 2754.346191
	Iteration 12Q: 3 clusters Score -247696.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -247751.953125 Penalty: 2754.346191
	Iteration 13Q: 3 clusters Score -247752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -247792.265625 Penalty: 2754.346191
	Iteration 14Q: 3 clusters Score -247792.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -247818.203125 Penalty: 2754.346191
	Iteration 15Q: 3 clusters Score -247818.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -247843.984375 Penalty: 2754.346191
	Iteration 16Q: 3 clusters Score -247844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -247871.234375 Penalty: 2754.346191
	Iteration 17Q: 3 clusters Score -247871.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -247903.875000 Penalty: 2754.346191
	Iteration 18Q: 3 clusters Score -247903.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -247923.296875 Penalty: 2754.346191
	Iteration 19Q: 3 clusters Score -247923.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -247940.734375 Penalty: 2754.346191
	Iteration 20F: 3 clusters Score -247940.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -247950.234375 Penalty: 2754.346191
	Iteration 21Q: 3 clusters Score -247950.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -247955.343750 Penalty: 2754.346191
	Iteration 22Q: 3 clusters Score -247955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -247960.484375 Penalty: 2754.346191
	Iteration 23Q: 3 clusters Score -247960.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -247963.203125 Penalty: 2754.346191
	Iteration 24Q: 3 clusters Score -247963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -247966.812500 Penalty: 2754.346191
	Iteration 25Q: 3 clusters Score -247966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -247970.125000 Penalty: 2754.346191
	Iteration 26Q: 3 clusters Score -247970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -247974.078125 Penalty: 2754.346191
	Iteration 27Q: 3 clusters Score -247974.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -247975.515625 Penalty: 2754.346191
	Iteration 28Q: 3 clusters Score -247975.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -247976.546875 Penalty: 2754.346191
	Iteration 29Q: 3 clusters Score -247976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -247977.890625 Penalty: 2754.346191
	Iteration 30Q: 3 clusters Score -247977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -247978.093750 Penalty: 2754.346191
	Iteration 31Q: 3 clusters Score -247978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -247978.093750 Penalty: 2754.346191
	Iteration 32F: 3 clusters Score -247978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Entering Unmasked Estep 
Score: -495819.031250 Penalty: 1483.818237
	Iteration 0F: 2 clusters Score -495819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -489169.593750 Penalty: 2967.636475
	Iteration 0F: 3 clusters Score -489169.6 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -491271.031250 Penalty: 2967.636475
	Iteration 1F: 3 clusters Score -491271 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -491568.687500 Penalty: 2967.636475
	Iteration 2F: 3 clusters Score -491568.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -491880.156250 Penalty: 2967.636475
	Iteration 3F: 3 clusters Score -491880.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -492242.718750 Penalty: 2967.636475
	Iteration 4F: 3 clusters Score -492242.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -492677.531250 Penalty: 2967.636475
	Iteration 5F: 3 clusters Score -492677.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -493157.687500 Penalty: 2967.636475
	Iteration 6F: 3 clusters Score -493157.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -493603.593750 Penalty: 2967.636475
	Iteration 7F: 3 clusters Score -493603.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -493973.843750 Penalty: 2967.636475
	Iteration 8Q: 3 clusters Score -493973.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -494225.406250 Penalty: 2967.636475
	Iteration 9Q: 3 clusters Score -494225.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -494397.906250 Penalty: 2967.636475
	Iteration 10Q: 3 clusters Score -494397.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -494490.968750 Penalty: 2967.636475
	Iteration 11Q: 3 clusters Score -494491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -494538.593750 Penalty: 2967.636475
	Iteration 12Q: 3 clusters Score -494538.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -494571.093750 Penalty: 2967.636475
	Iteration 13Q: 3 clusters Score -494571.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -494589.062500 Penalty: 2967.636475
	Iteration 14Q: 3 clusters Score -494589.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -494600.718750 Penalty: 2967.636475
	Iteration 15Q: 3 clusters Score -494600.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -494609.250000 Penalty: 2967.636475
	Iteration 16Q: 3 clusters Score -494609.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -494614.812500 Penalty: 2967.636475
	Iteration 17Q: 3 clusters Score -494614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -494621.750000 Penalty: 2967.636475
	Iteration 18Q: 3 clusters Score -494621.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -494624.375000 Penalty: 2967.636475
	Iteration 19Q: 3 clusters Score -494624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -494627.812500 Penalty: 2967.636475
	Iteration 20F: 3 clusters Score -494627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -494630.187500 Penalty: 2967.636475
	Iteration 21Q: 3 clusters Score -494630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -494634.437500 Penalty: 2967.636475
	Iteration 22Q: 3 clusters Score -494634.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -494636.281250 Penalty: 2967.636475
	Iteration 23Q: 3 clusters Score -494636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -494635.937500 Penalty: 2967.636475
	Iteration 24Q: 3 clusters Score -494635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -494637.218750 Penalty: 2967.636475
	Iteration 25Q: 3 clusters Score -494637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -494638.656250 Penalty: 2967.636475
	Iteration 26Q: 3 clusters Score -494638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -494639.437500 Penalty: 2967.636475
	Iteration 27Q: 3 clusters Score -494639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -494639.031250 Penalty: 2967.636475
	Iteration 28Q: 3 clusters Score -494639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -494639.031250 Penalty: 2967.636475
	Iteration 29F: 3 clusters Score -494639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (88649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88649 members 
Entering Unmasked Estep 
Score: -4589014.500000 Penalty: 1851.271484
	Iteration 0F: 2 clusters Score -4589014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -4529507.500000 Penalty: 3702.542969
	Iteration 0F: 3 clusters Score -4529508 nChanged 42219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -4554051.500000 Penalty: 3702.542969
	Iteration 1F: 3 clusters Score -4554052 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -4554792.500000 Penalty: 3702.542969
	Iteration 2Q: 3 clusters Score -4554792 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -4555561.500000 Penalty: 3702.542969
	Iteration 3Q: 3 clusters Score -4555562 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -4556470.000000 Penalty: 3702.542969
	Iteration 4Q: 3 clusters Score -4556470 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -4557527.000000 Penalty: 3702.542969
	Iteration 5Q: 3 clusters Score -4557527 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -4559058.000000 Penalty: 3702.542969
	Iteration 6Q: 3 clusters Score -4559058 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -4561400.000000 Penalty: 3702.542969
	Iteration 7Q: 3 clusters Score -4561400 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4564952.000000 Penalty: 3702.542969
	Iteration 8F: 3 clusters Score -4564952 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4569506.000000 Penalty: 3702.542969
	Iteration 9F: 3 clusters Score -4569506 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -4574060.000000 Penalty: 3702.542969
	Iteration 10F: 3 clusters Score -4574060 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -4577155.000000 Penalty: 3702.542969
	Iteration 11F: 3 clusters Score -4577155 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4579212.500000 Penalty: 3702.542969
	Iteration 12Q: 3 clusters Score -4579212 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -4581104.000000 Penalty: 3702.542969
	Iteration 13Q: 3 clusters Score -4581104 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -4582822.500000 Penalty: 3702.542969
	Iteration 14Q: 3 clusters Score -4582822 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -4584347.000000 Penalty: 3702.542969
	Iteration 15Q: 3 clusters Score -4584347 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -4585604.000000 Penalty: 3702.542969
	Iteration 16Q: 3 clusters Score -4585604 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -4586616.500000 Penalty: 3702.542969
	Iteration 17Q: 3 clusters Score -4586616 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -4587392.500000 Penalty: 3702.542969
	Iteration 18Q: 3 clusters Score -4587392 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4588083.000000 Penalty: 3702.542969
	Iteration 19Q: 3 clusters Score -4588083 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -4588580.000000 Penalty: 3702.542969
	Iteration 20F: 3 clusters Score -4588580 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -4588972.000000 Penalty: 3702.542969
	Iteration 21Q: 3 clusters Score -4588972 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4589267.500000 Penalty: 3702.542969
	Iteration 22Q: 3 clusters Score -4589268 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -4589466.000000 Penalty: 3702.542969
	Iteration 23Q: 3 clusters Score -4589466 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4589631.500000 Penalty: 3702.542969
	Iteration 24Q: 3 clusters Score -4589632 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4589755.000000 Penalty: 3702.542969
	Iteration 25Q: 3 clusters Score -4589755 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4589846.000000 Penalty: 3702.542969
	Iteration 26Q: 3 clusters Score -4589846 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -4589894.000000 Penalty: 3702.542969
	Iteration 27Q: 3 clusters Score -4589894 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -4589942.000000 Penalty: 3702.542969
	Iteration 28Q: 3 clusters Score -4589942 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4589985.500000 Penalty: 3702.542969
	Iteration 29Q: 3 clusters Score -4589986 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -4589995.000000 Penalty: 3702.542969
	Iteration 30Q: 3 clusters Score -4589995 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -4589995.000000 Penalty: 3702.542969
	Iteration 31Q: 3 clusters Score -4589995 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4590002.500000 Penalty: 3702.542969
	Iteration 32Q: 3 clusters Score -4590002 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -4590015.000000 Penalty: 3702.542969
	Iteration 33Q: 3 clusters Score -4590015 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -4590003.000000 Penalty: 3702.542969
	Iteration 34Q: 3 clusters Score -4590003 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4590019.000000 Penalty: 3702.542969
	Iteration 35Q: 3 clusters Score -4590019 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -4590010.000000 Penalty: 3702.542969
	Iteration 36Q: 3 clusters Score -4590010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4590011.500000 Penalty: 3702.542969
	Iteration 37Q: 3 clusters Score -4590012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -4590016.000000 Penalty: 3702.542969
	Iteration 38Q: 3 clusters Score -4590016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4590019.000000 Penalty: 3702.542969
	Iteration 39Q: 3 clusters Score -4590019 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -4590015.000000 Penalty: 3702.542969
	Iteration 40F: 3 clusters Score -4590015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4590025.000000 Penalty: 3702.542969
	Iteration 41Q: 3 clusters Score -4590025 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4590037.500000 Penalty: 3702.542969
	Iteration 42Q: 3 clusters Score -4590038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4590030.500000 Penalty: 3702.542969
	Iteration 43Q: 3 clusters Score -4590030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4590048.000000 Penalty: 3702.542969
	Iteration 44Q: 3 clusters Score -4590048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4590050.000000 Penalty: 3702.542969
	Iteration 45Q: 3 clusters Score -4590050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4590045.000000 Penalty: 3702.542969
	Iteration 46Q: 3 clusters Score -4590045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -4590046.500000 Penalty: 3702.542969
	Iteration 47Q: 3 clusters Score -4590046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -4590041.000000 Penalty: 3702.542969
	Iteration 48Q: 3 clusters Score -4590041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4590037.000000 Penalty: 3702.542969
	Iteration 49Q: 3 clusters Score -4590037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4590040.500000 Penalty: 3702.542969
	Iteration 50Q: 3 clusters Score -4590040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4590038.500000 Penalty: 3702.542969
	Iteration 51Q: 3 clusters Score -4590038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -4590037.500000 Penalty: 3702.542969
	Iteration 52Q: 3 clusters Score -4590038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -4590031.000000 Penalty: 3702.542969
	Iteration 53Q: 3 clusters Score -4590031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -4590033.000000 Penalty: 3702.542969
	Iteration 54Q: 3 clusters Score -4590033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4590034.500000 Penalty: 3702.542969
	Iteration 55Q: 3 clusters Score -4590034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4590030.500000 Penalty: 3702.542969
	Iteration 56Q: 3 clusters Score -4590030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4590030.500000 Penalty: 3702.542969
	Iteration 57F: 3 clusters Score -4590030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2683 members 
Mstep: Class 3 contains 35171 members 
Mstep: Class 4 contains 2723 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 8 contains 9239 members 
Mstep: Class 9 contains 53478 members 
Mstep: Class 10 contains 59955 members 
Mstep: Class 12 contains 65027 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 16 contains 30884 members 
Mstep: Class 17 contains 63628 members 
Mstep: Class 18 contains 10276 members 
Mstep: Class 19 contains 5774 members 
Mstep: Class 22 contains 59078 members 
Entering Unmasked Estep 
Score: -20822240.000000 Penalty: 33645.058594
Splitting cluster 9 changes total score from -20821402.000000 to -20822240.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (59955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Entering Unmasked Estep 
Score: -3097687.500000 Penalty: 1787.719238
	Iteration 0F: 2 clusters Score -3097688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3057711.500000 Penalty: 3575.438477
	Iteration 0F: 3 clusters Score -3057712 nChanged 28253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3074545.000000 Penalty: 3575.438477
	Iteration 1F: 3 clusters Score -3074545 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3076069.750000 Penalty: 3575.438477
	Iteration 2F: 3 clusters Score -3076070 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3078554.000000 Penalty: 3575.438477
	Iteration 3F: 3 clusters Score -3078554 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3082323.500000 Penalty: 3575.438477
	Iteration 4F: 3 clusters Score -3082324 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3087198.750000 Penalty: 3575.438477
	Iteration 5F: 3 clusters Score -3087199 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3092048.750000 Penalty: 3575.438477
	Iteration 6F: 3 clusters Score -3092049 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -3094530.750000 Penalty: 3575.438477
	Iteration 7Q: 3 clusters Score -3094531 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3095136.500000 Penalty: 3575.438477
	Iteration 8Q: 3 clusters Score -3095136 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3095385.250000 Penalty: 3575.438477
	Iteration 9Q: 3 clusters Score -3095385 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3095552.750000 Penalty: 3575.438477
	Iteration 10Q: 3 clusters Score -3095553 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3095701.750000 Penalty: 3575.438477
	Iteration 11Q: 3 clusters Score -3095702 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3095840.250000 Penalty: 3575.438477
	Iteration 12Q: 3 clusters Score -3095840 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3095958.500000 Penalty: 3575.438477
	Iteration 13Q: 3 clusters Score -3095958 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -3096073.000000 Penalty: 3575.438477
	Iteration 14Q: 3 clusters Score -3096073 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3096149.250000 Penalty: 3575.438477
	Iteration 15Q: 3 clusters Score -3096149 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3096203.250000 Penalty: 3575.438477
	Iteration 16Q: 3 clusters Score -3096203 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3096260.000000 Penalty: 3575.438477
	Iteration 17Q: 3 clusters Score -3096260 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3096312.000000 Penalty: 3575.438477
	Iteration 18Q: 3 clusters Score -3096312 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3096346.000000 Penalty: 3575.438477
	Iteration 19Q: 3 clusters Score -3096346 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -3096381.250000 Penalty: 3575.438477
	Iteration 20F: 3 clusters Score -3096381 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3096423.000000 Penalty: 3575.438477
	Iteration 21Q: 3 clusters Score -3096423 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3096452.250000 Penalty: 3575.438477
	Iteration 22Q: 3 clusters Score -3096452 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3096483.500000 Penalty: 3575.438477
	Iteration 23Q: 3 clusters Score -3096484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3096514.000000 Penalty: 3575.438477
	Iteration 24Q: 3 clusters Score -3096514 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3096531.250000 Penalty: 3575.438477
	Iteration 25Q: 3 clusters Score -3096531 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3096554.750000 Penalty: 3575.438477
	Iteration 26Q: 3 clusters Score -3096555 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3096563.500000 Penalty: 3575.438477
	Iteration 27Q: 3 clusters Score -3096564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3096579.250000 Penalty: 3575.438477
	Iteration 28Q: 3 clusters Score -3096579 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3096580.000000 Penalty: 3575.438477
	Iteration 29Q: 3 clusters Score -3096580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3096606.250000 Penalty: 3575.438477
	Iteration 30Q: 3 clusters Score -3096606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3096608.000000 Penalty: 3575.438477
	Iteration 31Q: 3 clusters Score -3096608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3096602.750000 Penalty: 3575.438477
	Iteration 32Q: 3 clusters Score -3096603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3096602.250000 Penalty: 3575.438477
	Iteration 33Q: 3 clusters Score -3096602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3096603.000000 Penalty: 3575.438477
	Iteration 34Q: 3 clusters Score -3096603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -3096597.750000 Penalty: 3575.438477
	Iteration 35Q: 3 clusters Score -3096598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3096598.250000 Penalty: 3575.438477
	Iteration 36Q: 3 clusters Score -3096598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3096604.500000 Penalty: 3575.438477
	Iteration 37Q: 3 clusters Score -3096604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3096608.000000 Penalty: 3575.438477
	Iteration 38Q: 3 clusters Score -3096608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3096612.250000 Penalty: 3575.438477
	Iteration 39Q: 3 clusters Score -3096612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3096612.750000 Penalty: 3575.438477
	Iteration 40F: 3 clusters Score -3096613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3096624.250000 Penalty: 3575.438477
	Iteration 41Q: 3 clusters Score -3096624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3096623.000000 Penalty: 3575.438477
	Iteration 42Q: 3 clusters Score -3096623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3096627.250000 Penalty: 3575.438477
	Iteration 43Q: 3 clusters Score -3096627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3096628.250000 Penalty: 3575.438477
	Iteration 44Q: 3 clusters Score -3096628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3096630.500000 Penalty: 3575.438477
	Iteration 45Q: 3 clusters Score -3096630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3096622.750000 Penalty: 3575.438477
	Iteration 46Q: 3 clusters Score -3096623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3096628.250000 Penalty: 3575.438477
	Iteration 47Q: 3 clusters Score -3096628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3096633.250000 Penalty: 3575.438477
	Iteration 48Q: 3 clusters Score -3096633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3096643.750000 Penalty: 3575.438477
	Iteration 49Q: 3 clusters Score -3096644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3096642.500000 Penalty: 3575.438477
	Iteration 50Q: 3 clusters Score -3096642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3096651.000000 Penalty: 3575.438477
	Iteration 51Q: 3 clusters Score -3096651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3096653.000000 Penalty: 3575.438477
	Iteration 52Q: 3 clusters Score -3096653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3096653.500000 Penalty: 3575.438477
	Iteration 53Q: 3 clusters Score -3096654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3096665.750000 Penalty: 3575.438477
	Iteration 54Q: 3 clusters Score -3096666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3096670.000000 Penalty: 3575.438477
	Iteration 55Q: 3 clusters Score -3096670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3096672.500000 Penalty: 3575.438477
	Iteration 56Q: 3 clusters Score -3096672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3096674.250000 Penalty: 3575.438477
	Iteration 57Q: 3 clusters Score -3096674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3096677.000000 Penalty: 3575.438477
	Iteration 58Q: 3 clusters Score -3096677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3096677.500000 Penalty: 3575.438477
	Iteration 59Q: 3 clusters Score -3096678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3096677.250000 Penalty: 3575.438477
	Iteration 60F: 3 clusters Score -3096677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Entering Unmasked Estep 
Score: -3402065.750000 Penalty: 1800.915649
	Iteration 0F: 2 clusters Score -3402066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -3358451.250000 Penalty: 3601.831299
	Iteration 0F: 3 clusters Score -3358451 nChanged 30695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -3375684.750000 Penalty: 3601.831299
	Iteration 1F: 3 clusters Score -3375685 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -3376096.250000 Penalty: 3601.831299
	Iteration 2Q: 3 clusters Score -3376096 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -3376483.500000 Penalty: 3601.831299
	Iteration 3Q: 3 clusters Score -3376484 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3376923.000000 Penalty: 3601.831299
	Iteration 4Q: 3 clusters Score -3376923 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -3377446.500000 Penalty: 3601.831299
	Iteration 5Q: 3 clusters Score -3377446 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -3378145.500000 Penalty: 3601.831299
	Iteration 6Q: 3 clusters Score -3378146 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -3379238.250000 Penalty: 3601.831299
	Iteration 7Q: 3 clusters Score -3379238 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -3381149.750000 Penalty: 3601.831299
	Iteration 8F: 3 clusters Score -3381150 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -3384396.750000 Penalty: 3601.831299
	Iteration 9F: 3 clusters Score -3384397 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -3389108.500000 Penalty: 3601.831299
	Iteration 10F: 3 clusters Score -3389108 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -3394173.000000 Penalty: 3601.831299
	Iteration 11F: 3 clusters Score -3394173 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -3397853.250000 Penalty: 3601.831299
	Iteration 12F: 3 clusters Score -3397853 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -3399519.000000 Penalty: 3601.831299
	Iteration 13Q: 3 clusters Score -3399519 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -3400123.000000 Penalty: 3601.831299
	Iteration 14Q: 3 clusters Score -3400123 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -3400334.000000 Penalty: 3601.831299
	Iteration 15Q: 3 clusters Score -3400334 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -3400442.750000 Penalty: 3601.831299
	Iteration 16Q: 3 clusters Score -3400443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -3400506.000000 Penalty: 3601.831299
	Iteration 17Q: 3 clusters Score -3400506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -3400530.000000 Penalty: 3601.831299
	Iteration 18Q: 3 clusters Score -3400530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -3400547.500000 Penalty: 3601.831299
	Iteration 19Q: 3 clusters Score -3400548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -3400549.250000 Penalty: 3601.831299
	Iteration 20F: 3 clusters Score -3400549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -3400555.500000 Penalty: 3601.831299
	Iteration 21Q: 3 clusters Score -3400556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -3400558.500000 Penalty: 3601.831299
	Iteration 22Q: 3 clusters Score -3400558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -3400565.250000 Penalty: 3601.831299
	Iteration 23Q: 3 clusters Score -3400565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -3400563.250000 Penalty: 3601.831299
	Iteration 24Q: 3 clusters Score -3400563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -3400562.000000 Penalty: 3601.831299
	Iteration 25Q: 3 clusters Score -3400562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -3400565.000000 Penalty: 3601.831299
	Iteration 26Q: 3 clusters Score -3400565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -3400565.250000 Penalty: 3601.831299
	Iteration 27Q: 3 clusters Score -3400565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -3400565.250000 Penalty: 3601.831299
	Iteration 28F: 3 clusters Score -3400565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -249261.468750 Penalty: 1370.635620
	Iteration 0F: 2 clusters Score -249261.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -245495.359375 Penalty: 2741.271240
	Iteration 0F: 3 clusters Score -245495.4 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -246490.250000 Penalty: 2741.271240
	Iteration 1F: 3 clusters Score -246490.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -246670.343750 Penalty: 2741.271240
	Iteration 2F: 3 clusters Score -246670.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -246766.140625 Penalty: 2741.271240
	Iteration 3Q: 3 clusters Score -246766.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -246842.250000 Penalty: 2741.271240
	Iteration 4Q: 3 clusters Score -246842.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -246886.609375 Penalty: 2741.271240
	Iteration 5Q: 3 clusters Score -246886.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -246921.375000 Penalty: 2741.271240
	Iteration 6Q: 3 clusters Score -246921.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -246946.328125 Penalty: 2741.271240
	Iteration 7Q: 3 clusters Score -246946.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -246965.406250 Penalty: 2741.271240
	Iteration 8Q: 3 clusters Score -246965.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -246981.640625 Penalty: 2741.271240
	Iteration 9Q: 3 clusters Score -246981.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -246993.531250 Penalty: 2741.271240
	Iteration 10Q: 3 clusters Score -246993.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -247000.093750 Penalty: 2741.271240
	Iteration 11Q: 3 clusters Score -247000.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -247006.046875 Penalty: 2741.271240
	Iteration 12Q: 3 clusters Score -247006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -247016.109375 Penalty: 2741.271240
	Iteration 13Q: 3 clusters Score -247016.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -247023.718750 Penalty: 2741.271240
	Iteration 14Q: 3 clusters Score -247023.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -247031.421875 Penalty: 2741.271240
	Iteration 15Q: 3 clusters Score -247031.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -247035.625000 Penalty: 2741.271240
	Iteration 16Q: 3 clusters Score -247035.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -247041.015625 Penalty: 2741.271240
	Iteration 17Q: 3 clusters Score -247041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -247049.171875 Penalty: 2741.271240
	Iteration 18Q: 3 clusters Score -247049.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -247059.953125 Penalty: 2741.271240
	Iteration 19Q: 3 clusters Score -247060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -247066.453125 Penalty: 2741.271240
	Iteration 20F: 3 clusters Score -247066.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -247071.265625 Penalty: 2741.271240
	Iteration 21Q: 3 clusters Score -247071.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -247077.421875 Penalty: 2741.271240
	Iteration 22Q: 3 clusters Score -247077.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -247081.468750 Penalty: 2741.271240
	Iteration 23Q: 3 clusters Score -247081.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -247085.078125 Penalty: 2741.271240
	Iteration 24Q: 3 clusters Score -247085.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -247087.343750 Penalty: 2741.271240
	Iteration 25Q: 3 clusters Score -247087.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -247092.546875 Penalty: 2741.271240
	Iteration 26Q: 3 clusters Score -247092.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -247095.593750 Penalty: 2741.271240
	Iteration 27Q: 3 clusters Score -247095.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -247100.859375 Penalty: 2741.271240
	Iteration 28Q: 3 clusters Score -247100.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -247105.015625 Penalty: 2741.271240
	Iteration 29Q: 3 clusters Score -247105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -247108.734375 Penalty: 2741.271240
	Iteration 30Q: 3 clusters Score -247108.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -247112.078125 Penalty: 2741.271240
	Iteration 31Q: 3 clusters Score -247112.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -247113.687500 Penalty: 2741.271240
	Iteration 32Q: 3 clusters Score -247113.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -247116.296875 Penalty: 2741.271240
	Iteration 33Q: 3 clusters Score -247116.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -247117.968750 Penalty: 2741.271240
	Iteration 34Q: 3 clusters Score -247118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -247121.515625 Penalty: 2741.271240
	Iteration 35Q: 3 clusters Score -247121.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -247126.234375 Penalty: 2741.271240
	Iteration 36Q: 3 clusters Score -247126.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -247130.531250 Penalty: 2741.271240
	Iteration 37Q: 3 clusters Score -247130.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -247134.515625 Penalty: 2741.271240
	Iteration 38Q: 3 clusters Score -247134.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -247141.234375 Penalty: 2741.271240
	Iteration 39Q: 3 clusters Score -247141.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -247147.125000 Penalty: 2741.271240
	Iteration 40F: 3 clusters Score -247147.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -247153.843750 Penalty: 2741.271240
	Iteration 41Q: 3 clusters Score -247153.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -247158.593750 Penalty: 2741.271240
	Iteration 42Q: 3 clusters Score -247158.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -247165.000000 Penalty: 2741.271240
	Iteration 43Q: 3 clusters Score -247165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -247172.250000 Penalty: 2741.271240
	Iteration 44Q: 3 clusters Score -247172.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -247182.703125 Penalty: 2741.271240
	Iteration 45Q: 3 clusters Score -247182.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -247190.265625 Penalty: 2741.271240
	Iteration 46Q: 3 clusters Score -247190.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -247196.906250 Penalty: 2741.271240
	Iteration 47Q: 3 clusters Score -247196.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -247203.796875 Penalty: 2741.271240
	Iteration 48Q: 3 clusters Score -247203.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -247211.046875 Penalty: 2741.271240
	Iteration 49Q: 3 clusters Score -247211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -247221.531250 Penalty: 2741.271240
	Iteration 50Q: 3 clusters Score -247221.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -247236.812500 Penalty: 2741.271240
	Iteration 51Q: 3 clusters Score -247236.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -247251.953125 Penalty: 2741.271240
	Iteration 52Q: 3 clusters Score -247252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -247268.390625 Penalty: 2741.271240
	Iteration 53Q: 3 clusters Score -247268.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -247285.781250 Penalty: 2741.271240
	Iteration 54Q: 3 clusters Score -247285.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -247298.859375 Penalty: 2741.271240
	Iteration 55Q: 3 clusters Score -247298.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -247313.296875 Penalty: 2741.271240
	Iteration 56Q: 3 clusters Score -247313.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -247327.781250 Penalty: 2741.271240
	Iteration 57Q: 3 clusters Score -247327.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -247344.921875 Penalty: 2741.271240
	Iteration 58Q: 3 clusters Score -247344.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -247363.578125 Penalty: 2741.271240
	Iteration 59Q: 3 clusters Score -247363.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -247384.546875 Penalty: 2741.271240
	Iteration 60F: 3 clusters Score -247384.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -247402.109375 Penalty: 2741.271240
	Iteration 61Q: 3 clusters Score -247402.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -247423.000000 Penalty: 2741.271240
	Iteration 62Q: 3 clusters Score -247423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -247451.500000 Penalty: 2741.271240
	Iteration 63Q: 3 clusters Score -247451.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -247480.031250 Penalty: 2741.271240
	Iteration 64Q: 3 clusters Score -247480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -247518.359375 Penalty: 2741.271240
	Iteration 65Q: 3 clusters Score -247518.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -247558.359375 Penalty: 2741.271240
	Iteration 66Q: 3 clusters Score -247558.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -247607.765625 Penalty: 2741.271240
	Iteration 67Q: 3 clusters Score -247607.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -247645.656250 Penalty: 2741.271240
	Iteration 68Q: 3 clusters Score -247645.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -247683.171875 Penalty: 2741.271240
	Iteration 69Q: 3 clusters Score -247683.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -247726.265625 Penalty: 2741.271240
	Iteration 70Q: 3 clusters Score -247726.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -247778.984375 Penalty: 2741.271240
	Iteration 71Q: 3 clusters Score -247779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -247830.765625 Penalty: 2741.271240
	Iteration 72Q: 3 clusters Score -247830.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -247883.687500 Penalty: 2741.271240
	Iteration 73Q: 3 clusters Score -247883.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -247920.859375 Penalty: 2741.271240
	Iteration 74Q: 3 clusters Score -247920.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -247940.828125 Penalty: 2741.271240
	Iteration 75Q: 3 clusters Score -247940.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -247963.468750 Penalty: 2741.271240
	Iteration 76Q: 3 clusters Score -247963.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -247985.015625 Penalty: 2741.271240
	Iteration 77Q: 3 clusters Score -247985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -247995.703125 Penalty: 2741.271240
	Iteration 78Q: 3 clusters Score -247995.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -248003.968750 Penalty: 2741.271240
	Iteration 79Q: 3 clusters Score -248004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -248012.953125 Penalty: 2741.271240
	Iteration 80F: 3 clusters Score -248013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -248018.656250 Penalty: 2741.271240
	Iteration 81Q: 3 clusters Score -248018.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -248025.187500 Penalty: 2741.271240
	Iteration 82Q: 3 clusters Score -248025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -248030.031250 Penalty: 2741.271240
	Iteration 83Q: 3 clusters Score -248030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -248033.843750 Penalty: 2741.271240
	Iteration 84Q: 3 clusters Score -248033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -248037.531250 Penalty: 2741.271240
	Iteration 85Q: 3 clusters Score -248037.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -248043.921875 Penalty: 2741.271240
	Iteration 86Q: 3 clusters Score -248043.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -248046.156250 Penalty: 2741.271240
	Iteration 87Q: 3 clusters Score -248046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -248046.921875 Penalty: 2741.271240
	Iteration 88Q: 3 clusters Score -248046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -248046.921875 Penalty: 2741.271240
	Iteration 89F: 3 clusters Score -248046.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Entering Unmasked Estep 
Score: -1624204.750000 Penalty: 1679.923950
	Iteration 0F: 2 clusters Score -1624205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1603380.875000 Penalty: 3359.847900
	Iteration 0F: 3 clusters Score -1603381 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1611473.750000 Penalty: 3359.847900
	Iteration 1F: 3 clusters Score -1611474 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1611918.875000 Penalty: 3359.847900
	Iteration 2Q: 3 clusters Score -1611919 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1612354.625000 Penalty: 3359.847900
	Iteration 3Q: 3 clusters Score -1612355 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1612837.250000 Penalty: 3359.847900
	Iteration 4Q: 3 clusters Score -1612837 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1613422.625000 Penalty: 3359.847900
	Iteration 5Q: 3 clusters Score -1613423 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1614135.125000 Penalty: 3359.847900
	Iteration 6Q: 3 clusters Score -1614135 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1615033.750000 Penalty: 3359.847900
	Iteration 7Q: 3 clusters Score -1615034 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1616020.875000 Penalty: 3359.847900
	Iteration 8Q: 3 clusters Score -1616021 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1617116.625000 Penalty: 3359.847900
	Iteration 9F: 3 clusters Score -1617117 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1618141.875000 Penalty: 3359.847900
	Iteration 10Q: 3 clusters Score -1618142 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1618927.000000 Penalty: 3359.847900
	Iteration 11Q: 3 clusters Score -1618927 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1619515.250000 Penalty: 3359.847900
	Iteration 12Q: 3 clusters Score -1619515 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1619901.375000 Penalty: 3359.847900
	Iteration 13Q: 3 clusters Score -1619901 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1620181.625000 Penalty: 3359.847900
	Iteration 14Q: 3 clusters Score -1620182 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1620426.500000 Penalty: 3359.847900
	Iteration 15Q: 3 clusters Score -1620426 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1620617.500000 Penalty: 3359.847900
	Iteration 16Q: 3 clusters Score -1620618 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1620793.500000 Penalty: 3359.847900
	Iteration 17Q: 3 clusters Score -1620794 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1620963.125000 Penalty: 3359.847900
	Iteration 18Q: 3 clusters Score -1620963 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1621142.375000 Penalty: 3359.847900
	Iteration 19Q: 3 clusters Score -1621142 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1621321.000000 Penalty: 3359.847900
	Iteration 20F: 3 clusters Score -1621321 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1621465.750000 Penalty: 3359.847900
	Iteration 21Q: 3 clusters Score -1621466 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1621599.500000 Penalty: 3359.847900
	Iteration 22Q: 3 clusters Score -1621600 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1621740.250000 Penalty: 3359.847900
	Iteration 23Q: 3 clusters Score -1621740 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1621869.125000 Penalty: 3359.847900
	Iteration 24Q: 3 clusters Score -1621869 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1621996.750000 Penalty: 3359.847900
	Iteration 25Q: 3 clusters Score -1621997 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1622100.750000 Penalty: 3359.847900
	Iteration 26Q: 3 clusters Score -1622101 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1622195.375000 Penalty: 3359.847900
	Iteration 27Q: 3 clusters Score -1622195 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1622280.000000 Penalty: 3359.847900
	Iteration 28Q: 3 clusters Score -1622280 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1622355.750000 Penalty: 3359.847900
	Iteration 29Q: 3 clusters Score -1622356 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1622421.500000 Penalty: 3359.847900
	Iteration 30Q: 3 clusters Score -1622422 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1622471.625000 Penalty: 3359.847900
	Iteration 31Q: 3 clusters Score -1622472 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1622511.375000 Penalty: 3359.847900
	Iteration 32Q: 3 clusters Score -1622511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1622546.500000 Penalty: 3359.847900
	Iteration 33Q: 3 clusters Score -1622546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1622571.000000 Penalty: 3359.847900
	Iteration 34Q: 3 clusters Score -1622571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1622599.250000 Penalty: 3359.847900
	Iteration 35Q: 3 clusters Score -1622599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1622630.375000 Penalty: 3359.847900
	Iteration 36Q: 3 clusters Score -1622630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1622657.000000 Penalty: 3359.847900
	Iteration 37Q: 3 clusters Score -1622657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1622673.875000 Penalty: 3359.847900
	Iteration 38Q: 3 clusters Score -1622674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1622692.125000 Penalty: 3359.847900
	Iteration 39Q: 3 clusters Score -1622692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1622704.750000 Penalty: 3359.847900
	Iteration 40F: 3 clusters Score -1622705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1622716.875000 Penalty: 3359.847900
	Iteration 41Q: 3 clusters Score -1622717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1622723.750000 Penalty: 3359.847900
	Iteration 42Q: 3 clusters Score -1622724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1622724.625000 Penalty: 3359.847900
	Iteration 43Q: 3 clusters Score -1622725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1622731.000000 Penalty: 3359.847900
	Iteration 44Q: 3 clusters Score -1622731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1622733.750000 Penalty: 3359.847900
	Iteration 45Q: 3 clusters Score -1622734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1622736.375000 Penalty: 3359.847900
	Iteration 46Q: 3 clusters Score -1622736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1622739.000000 Penalty: 3359.847900
	Iteration 47Q: 3 clusters Score -1622739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1622740.125000 Penalty: 3359.847900
	Iteration 48Q: 3 clusters Score -1622740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1622739.750000 Penalty: 3359.847900
	Iteration 49Q: 3 clusters Score -1622740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1622739.750000 Penalty: 3359.847900
	Iteration 50F: 3 clusters Score -1622740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (63628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Entering Unmasked Estep 
Score: -3294742.750000 Penalty: 1797.381470
	Iteration 0F: 2 clusters Score -3294743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -3252225.250000 Penalty: 3594.762939
	Iteration 0F: 3 clusters Score -3252225 nChanged 30077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3269293.250000 Penalty: 3594.762939
	Iteration 1F: 3 clusters Score -3269293 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3269917.750000 Penalty: 3594.762939
	Iteration 2Q: 3 clusters Score -3269918 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3270650.250000 Penalty: 3594.762939
	Iteration 3Q: 3 clusters Score -3270650 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -3271589.750000 Penalty: 3594.762939
	Iteration 4Q: 3 clusters Score -3271590 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3272806.000000 Penalty: 3594.762939
	Iteration 5Q: 3 clusters Score -3272806 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3274723.500000 Penalty: 3594.762939
	Iteration 6F: 3 clusters Score -3274724 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3277426.000000 Penalty: 3594.762939
	Iteration 7F: 3 clusters Score -3277426 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3280470.250000 Penalty: 3594.762939
	Iteration 8F: 3 clusters Score -3280470 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3282966.500000 Penalty: 3594.762939
	Iteration 9F: 3 clusters Score -3282966 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3284381.250000 Penalty: 3594.762939
	Iteration 10Q: 3 clusters Score -3284381 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3285127.500000 Penalty: 3594.762939
	Iteration 11Q: 3 clusters Score -3285128 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3285609.250000 Penalty: 3594.762939
	Iteration 12Q: 3 clusters Score -3285609 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3286079.000000 Penalty: 3594.762939
	Iteration 13Q: 3 clusters Score -3286079 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3286583.750000 Penalty: 3594.762939
	Iteration 14Q: 3 clusters Score -3286584 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3287061.750000 Penalty: 3594.762939
	Iteration 15Q: 3 clusters Score -3287062 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3287575.250000 Penalty: 3594.762939
	Iteration 16Q: 3 clusters Score -3287575 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3288066.250000 Penalty: 3594.762939
	Iteration 17Q: 3 clusters Score -3288066 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3288629.250000 Penalty: 3594.762939
	Iteration 18Q: 3 clusters Score -3288629 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3289172.750000 Penalty: 3594.762939
	Iteration 19Q: 3 clusters Score -3289173 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3289707.500000 Penalty: 3594.762939
	Iteration 20F: 3 clusters Score -3289708 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3290186.250000 Penalty: 3594.762939
	Iteration 21Q: 3 clusters Score -3290186 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3290651.000000 Penalty: 3594.762939
	Iteration 22Q: 3 clusters Score -3290651 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3291099.250000 Penalty: 3594.762939
	Iteration 23Q: 3 clusters Score -3291099 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3291504.250000 Penalty: 3594.762939
	Iteration 24Q: 3 clusters Score -3291504 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3291805.000000 Penalty: 3594.762939
	Iteration 25Q: 3 clusters Score -3291805 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3292064.500000 Penalty: 3594.762939
	Iteration 26Q: 3 clusters Score -3292064 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3292258.750000 Penalty: 3594.762939
	Iteration 27Q: 3 clusters Score -3292259 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3292432.000000 Penalty: 3594.762939
	Iteration 28Q: 3 clusters Score -3292432 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3292589.750000 Penalty: 3594.762939
	Iteration 29Q: 3 clusters Score -3292590 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3292700.750000 Penalty: 3594.762939
	Iteration 30Q: 3 clusters Score -3292701 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3292811.000000 Penalty: 3594.762939
	Iteration 31Q: 3 clusters Score -3292811 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3292894.250000 Penalty: 3594.762939
	Iteration 32Q: 3 clusters Score -3292894 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3292946.500000 Penalty: 3594.762939
	Iteration 33Q: 3 clusters Score -3292946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3293004.750000 Penalty: 3594.762939
	Iteration 34Q: 3 clusters Score -3293005 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3293058.000000 Penalty: 3594.762939
	Iteration 35Q: 3 clusters Score -3293058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3293095.500000 Penalty: 3594.762939
	Iteration 36Q: 3 clusters Score -3293096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3293130.500000 Penalty: 3594.762939
	Iteration 37Q: 3 clusters Score -3293130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3293153.500000 Penalty: 3594.762939
	Iteration 38Q: 3 clusters Score -3293154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3293163.500000 Penalty: 3594.762939
	Iteration 39Q: 3 clusters Score -3293164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3293175.500000 Penalty: 3594.762939
	Iteration 40F: 3 clusters Score -3293176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3293189.750000 Penalty: 3594.762939
	Iteration 41Q: 3 clusters Score -3293190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3293197.750000 Penalty: 3594.762939
	Iteration 42Q: 3 clusters Score -3293198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3293203.750000 Penalty: 3594.762939
	Iteration 43Q: 3 clusters Score -3293204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3293208.000000 Penalty: 3594.762939
	Iteration 44Q: 3 clusters Score -3293208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3293215.250000 Penalty: 3594.762939
	Iteration 45Q: 3 clusters Score -3293215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63074 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3293214.250000 Penalty: 3594.762939
	Iteration 46Q: 3 clusters Score -3293214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3293215.750000 Penalty: 3594.762939
	Iteration 47Q: 3 clusters Score -3293216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3293218.000000 Penalty: 3594.762939
	Iteration 48Q: 3 clusters Score -3293218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3293218.250000 Penalty: 3594.762939
	Iteration 49Q: 3 clusters Score -3293218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3293217.750000 Penalty: 3594.762939
	Iteration 50Q: 3 clusters Score -3293218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3293217.750000 Penalty: 3594.762939
	Iteration 51Q: 3 clusters Score -3293218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3293215.750000 Penalty: 3594.762939
	Iteration 52Q: 3 clusters Score -3293216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3293215.500000 Penalty: 3594.762939
	Iteration 53Q: 3 clusters Score -3293216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3293217.750000 Penalty: 3594.762939
	Iteration 54Q: 3 clusters Score -3293218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3293214.750000 Penalty: 3594.762939
	Iteration 55Q: 3 clusters Score -3293215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3293221.750000 Penalty: 3594.762939
	Iteration 56Q: 3 clusters Score -3293222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3293222.500000 Penalty: 3594.762939
	Iteration 57Q: 3 clusters Score -3293222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3293223.250000 Penalty: 3594.762939
	Iteration 58Q: 3 clusters Score -3293223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3293228.000000 Penalty: 3594.762939
	Iteration 59Q: 3 clusters Score -3293228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3293228.000000 Penalty: 3594.762939
	Iteration 60F: 3 clusters Score -3293228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Entering Unmasked Estep 
Score: -498882.968750 Penalty: 1501.104492
	Iteration 0F: 2 clusters Score -498883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -491653.375000 Penalty: 3002.208984
	Iteration 0F: 3 clusters Score -491653.4 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -494233.406250 Penalty: 3002.208984
	Iteration 1F: 3 clusters Score -494233.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -495204.281250 Penalty: 3002.208984
	Iteration 2F: 3 clusters Score -495204.3 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -496449.312500 Penalty: 3002.208984
	Iteration 3F: 3 clusters Score -496449.3 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -497551.781250 Penalty: 3002.208984
	Iteration 4F: 3 clusters Score -497551.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -498199.625000 Penalty: 3002.208984
	Iteration 5F: 3 clusters Score -498199.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -498480.312500 Penalty: 3002.208984
	Iteration 6Q: 3 clusters Score -498480.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -498593.781250 Penalty: 3002.208984
	Iteration 7Q: 3 clusters Score -498593.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -498634.156250 Penalty: 3002.208984
	Iteration 8Q: 3 clusters Score -498634.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -498649.593750 Penalty: 3002.208984
	Iteration 9Q: 3 clusters Score -498649.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -498658.375000 Penalty: 3002.208984
	Iteration 10Q: 3 clusters Score -498658.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -498663.812500 Penalty: 3002.208984
	Iteration 11Q: 3 clusters Score -498663.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -498666.687500 Penalty: 3002.208984
	Iteration 12Q: 3 clusters Score -498666.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -498668.062500 Penalty: 3002.208984
	Iteration 13Q: 3 clusters Score -498668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -498669.375000 Penalty: 3002.208984
	Iteration 14Q: 3 clusters Score -498669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -498670.281250 Penalty: 3002.208984
	Iteration 15Q: 3 clusters Score -498670.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -498671.187500 Penalty: 3002.208984
	Iteration 16Q: 3 clusters Score -498671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -498673.750000 Penalty: 3002.208984
	Iteration 17Q: 3 clusters Score -498673.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -498677.500000 Penalty: 3002.208984
	Iteration 18Q: 3 clusters Score -498677.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -498679.718750 Penalty: 3002.208984
	Iteration 19Q: 3 clusters Score -498679.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -498681.593750 Penalty: 3002.208984
	Iteration 20F: 3 clusters Score -498681.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -498684.812500 Penalty: 3002.208984
	Iteration 21Q: 3 clusters Score -498684.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -498687.781250 Penalty: 3002.208984
	Iteration 22Q: 3 clusters Score -498687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -498688.656250 Penalty: 3002.208984
	Iteration 23Q: 3 clusters Score -498688.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -498690.156250 Penalty: 3002.208984
	Iteration 24Q: 3 clusters Score -498690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -498691.750000 Penalty: 3002.208984
	Iteration 25Q: 3 clusters Score -498691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -498690.718750 Penalty: 3002.208984
	Iteration 26Q: 3 clusters Score -498690.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -498692.750000 Penalty: 3002.208984
	Iteration 27Q: 3 clusters Score -498692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -498693.875000 Penalty: 3002.208984
	Iteration 28Q: 3 clusters Score -498693.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -498694.718750 Penalty: 3002.208984
	Iteration 29Q: 3 clusters Score -498694.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -498694.562500 Penalty: 3002.208984
	Iteration 30Q: 3 clusters Score -498694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -498695.031250 Penalty: 3002.208984
	Iteration 31Q: 3 clusters Score -498695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -498694.968750 Penalty: 3002.208984
	Iteration 32Q: 3 clusters Score -498695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -498696.593750 Penalty: 3002.208984
	Iteration 33Q: 3 clusters Score -498696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -498696.875000 Penalty: 3002.208984
	Iteration 34Q: 3 clusters Score -498696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -498697.500000 Penalty: 3002.208984
	Iteration 35Q: 3 clusters Score -498697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -498697.562500 Penalty: 3002.208984
	Iteration 36Q: 3 clusters Score -498697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -498697.562500 Penalty: 3002.208984
	Iteration 37F: 3 clusters Score -498697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Entering Unmasked Estep 
Score: -317950.906250 Penalty: 1407.432007
	Iteration 0F: 2 clusters Score -317950.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -313450.000000 Penalty: 2814.864014
	Iteration 0F: 3 clusters Score -313450 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -314699.218750 Penalty: 2814.864014
	Iteration 1F: 3 clusters Score -314699.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -314895.312500 Penalty: 2814.864014
	Iteration 2F: 3 clusters Score -314895.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -315018.125000 Penalty: 2814.864014
	Iteration 3F: 3 clusters Score -315018.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -315099.218750 Penalty: 2814.864014
	Iteration 4Q: 3 clusters Score -315099.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -315165.125000 Penalty: 2814.864014
	Iteration 5Q: 3 clusters Score -315165.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -315225.281250 Penalty: 2814.864014
	Iteration 6Q: 3 clusters Score -315225.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -315287.156250 Penalty: 2814.864014
	Iteration 7Q: 3 clusters Score -315287.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -315354.437500 Penalty: 2814.864014
	Iteration 8Q: 3 clusters Score -315354.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -315432.968750 Penalty: 2814.864014
	Iteration 9Q: 3 clusters Score -315433 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -315519.468750 Penalty: 2814.864014
	Iteration 10Q: 3 clusters Score -315519.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -315607.250000 Penalty: 2814.864014
	Iteration 11Q: 3 clusters Score -315607.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -315702.656250 Penalty: 2814.864014
	Iteration 12Q: 3 clusters Score -315702.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -315791.937500 Penalty: 2814.864014
	Iteration 13Q: 3 clusters Score -315791.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -315897.187500 Penalty: 2814.864014
	Iteration 14Q: 3 clusters Score -315897.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -316006.718750 Penalty: 2814.864014
	Iteration 15Q: 3 clusters Score -316006.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -316100.531250 Penalty: 2814.864014
	Iteration 16Q: 3 clusters Score -316100.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -316203.125000 Penalty: 2814.864014
	Iteration 17Q: 3 clusters Score -316203.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -316287.156250 Penalty: 2814.864014
	Iteration 18Q: 3 clusters Score -316287.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -316355.250000 Penalty: 2814.864014
	Iteration 19Q: 3 clusters Score -316355.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -316399.125000 Penalty: 2814.864014
	Iteration 20F: 3 clusters Score -316399.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -316433.156250 Penalty: 2814.864014
	Iteration 21Q: 3 clusters Score -316433.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -316470.406250 Penalty: 2814.864014
	Iteration 22Q: 3 clusters Score -316470.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -316495.968750 Penalty: 2814.864014
	Iteration 23Q: 3 clusters Score -316496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -316514.718750 Penalty: 2814.864014
	Iteration 24Q: 3 clusters Score -316514.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -316531.250000 Penalty: 2814.864014
	Iteration 25Q: 3 clusters Score -316531.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -316547.625000 Penalty: 2814.864014
	Iteration 26Q: 3 clusters Score -316547.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -316564.156250 Penalty: 2814.864014
	Iteration 27Q: 3 clusters Score -316564.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -316581.125000 Penalty: 2814.864014
	Iteration 28Q: 3 clusters Score -316581.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -316597.312500 Penalty: 2814.864014
	Iteration 29Q: 3 clusters Score -316597.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -316609.531250 Penalty: 2814.864014
	Iteration 30Q: 3 clusters Score -316609.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -316617.562500 Penalty: 2814.864014
	Iteration 31Q: 3 clusters Score -316617.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -316629.343750 Penalty: 2814.864014
	Iteration 32Q: 3 clusters Score -316629.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -316638.625000 Penalty: 2814.864014
	Iteration 33Q: 3 clusters Score -316638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -316646.968750 Penalty: 2814.864014
	Iteration 34Q: 3 clusters Score -316647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -316651.250000 Penalty: 2814.864014
	Iteration 35Q: 3 clusters Score -316651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -316654.687500 Penalty: 2814.864014
	Iteration 36Q: 3 clusters Score -316654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -316656.593750 Penalty: 2814.864014
	Iteration 37Q: 3 clusters Score -316656.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -316658.687500 Penalty: 2814.864014
	Iteration 38Q: 3 clusters Score -316658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -316660.187500 Penalty: 2814.864014
	Iteration 39Q: 3 clusters Score -316660.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -316662.156250 Penalty: 2814.864014
	Iteration 40F: 3 clusters Score -316662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -316663.937500 Penalty: 2814.864014
	Iteration 41Q: 3 clusters Score -316663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -316666.937500 Penalty: 2814.864014
	Iteration 42Q: 3 clusters Score -316666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -316667.906250 Penalty: 2814.864014
	Iteration 43Q: 3 clusters Score -316667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -316667.687500 Penalty: 2814.864014
	Iteration 44Q: 3 clusters Score -316667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -316668.593750 Penalty: 2814.864014
	Iteration 45Q: 3 clusters Score -316668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -316668.593750 Penalty: 2814.864014
	Iteration 46F: 3 clusters Score -316668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (59078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Entering Unmasked Estep 
Score: -3107342.250000 Penalty: 1785.324829
	Iteration 0F: 2 clusters Score -3107342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3067683.750000 Penalty: 3570.649658
	Iteration 0F: 3 clusters Score -3067684 nChanged 27919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3083755.750000 Penalty: 3570.649658
	Iteration 1F: 3 clusters Score -3083756 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3084506.750000 Penalty: 3570.649658
	Iteration 2Q: 3 clusters Score -3084507 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3085350.750000 Penalty: 3570.649658
	Iteration 3Q: 3 clusters Score -3085351 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3086243.750000 Penalty: 3570.649658
	Iteration 4Q: 3 clusters Score -3086244 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3087308.500000 Penalty: 3570.649658
	Iteration 5Q: 3 clusters Score -3087308 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3088421.500000 Penalty: 3570.649658
	Iteration 6Q: 3 clusters Score -3088422 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3089686.500000 Penalty: 3570.649658
	Iteration 7Q: 3 clusters Score -3089686 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3091206.500000 Penalty: 3570.649658
	Iteration 8Q: 3 clusters Score -3091206 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3093151.250000 Penalty: 3570.649658
	Iteration 9Q: 3 clusters Score -3093151 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3095100.500000 Penalty: 3570.649658
	Iteration 10Q: 3 clusters Score -3095100 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3096463.000000 Penalty: 3570.649658
	Iteration 11Q: 3 clusters Score -3096463 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3097227.000000 Penalty: 3570.649658
	Iteration 12Q: 3 clusters Score -3097227 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3097685.000000 Penalty: 3570.649658
	Iteration 13Q: 3 clusters Score -3097685 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3098080.000000 Penalty: 3570.649658
	Iteration 14Q: 3 clusters Score -3098080 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3098444.500000 Penalty: 3570.649658
	Iteration 15Q: 3 clusters Score -3098444 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3098867.000000 Penalty: 3570.649658
	Iteration 16Q: 3 clusters Score -3098867 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3099290.750000 Penalty: 3570.649658
	Iteration 17Q: 3 clusters Score -3099291 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3099792.250000 Penalty: 3570.649658
	Iteration 18Q: 3 clusters Score -3099792 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -3100254.750000 Penalty: 3570.649658
	Iteration 19Q: 3 clusters Score -3100255 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3100740.250000 Penalty: 3570.649658
	Iteration 20F: 3 clusters Score -3100740 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3101201.250000 Penalty: 3570.649658
	Iteration 21Q: 3 clusters Score -3101201 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3101655.000000 Penalty: 3570.649658
	Iteration 22Q: 3 clusters Score -3101655 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3102101.250000 Penalty: 3570.649658
	Iteration 23Q: 3 clusters Score -3102101 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3102584.250000 Penalty: 3570.649658
	Iteration 24Q: 3 clusters Score -3102584 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -3103021.000000 Penalty: 3570.649658
	Iteration 25Q: 3 clusters Score -3103021 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3103458.250000 Penalty: 3570.649658
	Iteration 26Q: 3 clusters Score -3103458 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3103823.750000 Penalty: 3570.649658
	Iteration 27Q: 3 clusters Score -3103824 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3104174.750000 Penalty: 3570.649658
	Iteration 28Q: 3 clusters Score -3104175 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3104458.000000 Penalty: 3570.649658
	Iteration 29Q: 3 clusters Score -3104458 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3104680.250000 Penalty: 3570.649658
	Iteration 30Q: 3 clusters Score -3104680 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3104860.250000 Penalty: 3570.649658
	Iteration 31Q: 3 clusters Score -3104860 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3105009.250000 Penalty: 3570.649658
	Iteration 32Q: 3 clusters Score -3105009 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3105126.250000 Penalty: 3570.649658
	Iteration 33Q: 3 clusters Score -3105126 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3105228.500000 Penalty: 3570.649658
	Iteration 34Q: 3 clusters Score -3105228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3105323.000000 Penalty: 3570.649658
	Iteration 35Q: 3 clusters Score -3105323 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3105399.500000 Penalty: 3570.649658
	Iteration 36Q: 3 clusters Score -3105400 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3105455.000000 Penalty: 3570.649658
	Iteration 37Q: 3 clusters Score -3105455 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3105511.500000 Penalty: 3570.649658
	Iteration 38Q: 3 clusters Score -3105512 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3105579.000000 Penalty: 3570.649658
	Iteration 39Q: 3 clusters Score -3105579 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57418 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3105626.250000 Penalty: 3570.649658
	Iteration 40F: 3 clusters Score -3105626 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3105667.750000 Penalty: 3570.649658
	Iteration 41Q: 3 clusters Score -3105668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3105695.250000 Penalty: 3570.649658
	Iteration 42Q: 3 clusters Score -3105695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3105719.500000 Penalty: 3570.649658
	Iteration 43Q: 3 clusters Score -3105720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3105740.500000 Penalty: 3570.649658
	Iteration 44Q: 3 clusters Score -3105740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3105759.750000 Penalty: 3570.649658
	Iteration 45Q: 3 clusters Score -3105760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3105787.000000 Penalty: 3570.649658
	Iteration 46Q: 3 clusters Score -3105787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3105801.000000 Penalty: 3570.649658
	Iteration 47Q: 3 clusters Score -3105801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3105814.750000 Penalty: 3570.649658
	Iteration 48Q: 3 clusters Score -3105815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3105832.500000 Penalty: 3570.649658
	Iteration 49Q: 3 clusters Score -3105832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3105843.750000 Penalty: 3570.649658
	Iteration 50Q: 3 clusters Score -3105844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3105853.500000 Penalty: 3570.649658
	Iteration 51Q: 3 clusters Score -3105854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3105866.000000 Penalty: 3570.649658
	Iteration 52Q: 3 clusters Score -3105866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3105878.750000 Penalty: 3570.649658
	Iteration 53Q: 3 clusters Score -3105879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3105878.000000 Penalty: 3570.649658
	Iteration 54Q: 3 clusters Score -3105878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3105886.250000 Penalty: 3570.649658
	Iteration 55Q: 3 clusters Score -3105886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3105891.750000 Penalty: 3570.649658
	Iteration 56Q: 3 clusters Score -3105892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3105891.000000 Penalty: 3570.649658
	Iteration 57Q: 3 clusters Score -3105891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3105893.750000 Penalty: 3570.649658
	Iteration 58Q: 3 clusters Score -3105894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3105892.750000 Penalty: 3570.649658
	Iteration 59Q: 3 clusters Score -3105893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3105892.000000 Penalty: 3570.649658
	Iteration 60F: 3 clusters Score -3105892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3105888.500000 Penalty: 3570.649658
	Iteration 61Q: 3 clusters Score -3105888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3105888.500000 Penalty: 3570.649658
	Iteration 62F: 3 clusters Score -3105888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2683 members 
Mstep: Class 4 contains 2723 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 8 contains 9239 members 
Mstep: Class 9 contains 53478 members 
Mstep: Class 10 contains 59955 members 
Mstep: Class 12 contains 65027 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 16 contains 30884 members 
Mstep: Class 17 contains 63628 members 
Mstep: Class 18 contains 10276 members 
Mstep: Class 19 contains 5774 members 
Mstep: Class 22 contains 59078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20824606.000000 Penalty: 33645.058594
Iteration 79Q: 17 clusters Score -2.082461e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2683 members 
Mstep: Class 3 contains 33181 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 3353 members 
Mstep: Class 6 contains 4813 members 
Mstep: Class 8 contains 9452 members 
Mstep: Class 9 contains 52443 members 
Mstep: Class 10 contains 60882 members 
Mstep: Class 12 contains 65286 members 
Mstep: Class 13 contains 4599 members 
Mstep: Class 16 contains 31260 members 
Mstep: Class 17 contains 64595 members 
Mstep: Class 18 contains 10285 members 
Mstep: Class 19 contains 5347 members 
Mstep: Class 22 contains 59657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826718.000000 Penalty: 33645.058594
Iteration 80F: 17 clusters Score -2.082672e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 32905 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 3301 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 8 contains 9631 members 
Mstep: Class 9 contains 51673 members 
Mstep: Class 10 contains 61370 members 
Mstep: Class 12 contains 65326 members 
Mstep: Class 13 contains 4557 members 
Mstep: Class 16 contains 31347 members 
Mstep: Class 17 contains 65063 members 
Mstep: Class 18 contains 10302 members 
Mstep: Class 19 contains 4970 members 
Mstep: Class 22 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 17 clusters Score -2.082748e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 32653 members 
Mstep: Class 4 contains 2715 members 
Mstep: Class 5 contains 3267 members 
Mstep: Class 6 contains 4776 members 
Mstep: Class 8 contains 9797 members 
Mstep: Class 9 contains 51146 members 
Mstep: Class 10 contains 61768 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 4507 members 
Mstep: Class 16 contains 31389 members 
Mstep: Class 17 contains 65446 members 
Mstep: Class 18 contains 10315 members 
Mstep: Class 19 contains 4646 members 
Mstep: Class 22 contains 60074 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 17 clusters Score -2.082785e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 32440 members 
Mstep: Class 4 contains 2703 members 
Mstep: Class 5 contains 3233 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 8 contains 9942 members 
Mstep: Class 9 contains 50788 members 
Mstep: Class 10 contains 62120 members 
Mstep: Class 12 contains 65353 members 
Mstep: Class 13 contains 4471 members 
Mstep: Class 16 contains 31420 members 
Mstep: Class 17 contains 65717 members 
Mstep: Class 18 contains 10324 members 
Mstep: Class 19 contains 4369 members 
Mstep: Class 22 contains 60205 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 17 clusters Score -2.082822e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 32279 members 
Mstep: Class 4 contains 2687 members 
Mstep: Class 5 contains 3198 members 
Mstep: Class 6 contains 4740 members 
Mstep: Class 8 contains 10056 members 
Mstep: Class 9 contains 50538 members 
Mstep: Class 10 contains 62473 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 4414 members 
Mstep: Class 16 contains 31416 members 
Mstep: Class 17 contains 65923 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 4122 members 
Mstep: Class 22 contains 60307 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 17 clusters Score -2.082841e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 3163 members 
Mstep: Class 6 contains 4725 members 
Mstep: Class 8 contains 10174 members 
Mstep: Class 9 contains 50364 members 
Mstep: Class 10 contains 62807 members 
Mstep: Class 12 contains 65334 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 16 contains 31410 members 
Mstep: Class 17 contains 66060 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 22 contains 60375 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 17 clusters Score -2.082869e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2485 members 
Mstep: Class 3 contains 32032 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 4711 members 
Mstep: Class 8 contains 10274 members 
Mstep: Class 9 contains 50251 members 
Mstep: Class 10 contains 63100 members 
Mstep: Class 12 contains 65320 members 
Mstep: Class 13 contains 4303 members 
Mstep: Class 16 contains 31415 members 
Mstep: Class 17 contains 66156 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 3704 members 
Mstep: Class 22 contains 60428 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 17 clusters Score -2.082877e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 31944 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 3076 members 
Mstep: Class 6 contains 4696 members 
Mstep: Class 8 contains 10380 members 
Mstep: Class 9 contains 50160 members 
Mstep: Class 10 contains 63382 members 
Mstep: Class 12 contains 65319 members 
Mstep: Class 13 contains 4256 members 
Mstep: Class 16 contains 31417 members 
Mstep: Class 17 contains 66181 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 3535 members 
Mstep: Class 22 contains 60467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828888.000000 Penalty: 33645.058594
Iteration 87Q: 17 clusters Score -2.082889e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 31873 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 3030 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 8 contains 10488 members 
Mstep: Class 9 contains 50100 members 
Mstep: Class 10 contains 63662 members 
Mstep: Class 12 contains 65310 members 
Mstep: Class 13 contains 4222 members 
Mstep: Class 16 contains 31416 members 
Mstep: Class 17 contains 66210 members 
Mstep: Class 18 contains 10392 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 22 contains 60481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828954.000000 Penalty: 33645.058594
Iteration 88Q: 17 clusters Score -2.082895e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 31823 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 2997 members 
Mstep: Class 6 contains 4661 members 
Mstep: Class 8 contains 10595 members 
Mstep: Class 9 contains 50078 members 
Mstep: Class 10 contains 63918 members 
Mstep: Class 12 contains 65301 members 
Mstep: Class 13 contains 4205 members 
Mstep: Class 16 contains 31402 members 
Mstep: Class 17 contains 66203 members 
Mstep: Class 18 contains 10405 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 22 contains 60481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829058.000000 Penalty: 33645.058594
Iteration 89Q: 17 clusters Score -2.082906e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 3 contains 31787 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 2970 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 50067 members 
Mstep: Class 10 contains 64148 members 
Mstep: Class 12 contains 65276 members 
Mstep: Class 13 contains 4197 members 
Mstep: Class 16 contains 31387 members 
Mstep: Class 17 contains 66160 members 
Mstep: Class 18 contains 10423 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 22 contains 60483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829178.000000 Penalty: 33645.058594
Iteration 90Q: 17 clusters Score -2.082918e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 31757 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 4640 members 
Mstep: Class 8 contains 10791 members 
Mstep: Class 9 contains 50073 members 
Mstep: Class 10 contains 64381 members 
Mstep: Class 12 contains 65254 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 16 contains 31361 members 
Mstep: Class 17 contains 66119 members 
Mstep: Class 18 contains 10440 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 22 contains 60478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829254.000000 Penalty: 33645.058594
Iteration 91Q: 17 clusters Score -2.082925e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 31725 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 8 contains 10894 members 
Mstep: Class 9 contains 50091 members 
Mstep: Class 10 contains 64590 members 
Mstep: Class 12 contains 65226 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 16 contains 31325 members 
Mstep: Class 17 contains 66078 members 
Mstep: Class 18 contains 10455 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 22 contains 60479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829344.000000 Penalty: 33645.058594
Iteration 92Q: 17 clusters Score -2.082934e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2293 members 
Mstep: Class 3 contains 31698 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 2897 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 8 contains 10965 members 
Mstep: Class 9 contains 50110 members 
Mstep: Class 10 contains 64823 members 
Mstep: Class 12 contains 65192 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 16 contains 31299 members 
Mstep: Class 17 contains 66046 members 
Mstep: Class 18 contains 10467 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 22 contains 60463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829506.000000 Penalty: 33645.058594
Iteration 93Q: 17 clusters Score -2.082951e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2267 members 
Mstep: Class 3 contains 31680 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 2878 members 
Mstep: Class 6 contains 4625 members 
Mstep: Class 8 contains 11028 members 
Mstep: Class 9 contains 50109 members 
Mstep: Class 10 contains 65068 members 
Mstep: Class 12 contains 65176 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 16 contains 31268 members 
Mstep: Class 17 contains 65986 members 
Mstep: Class 18 contains 10478 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 22 contains 60450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829646.000000 Penalty: 33645.058594
Iteration 94Q: 17 clusters Score -2.082965e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 31666 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 4622 members 
Mstep: Class 8 contains 11090 members 
Mstep: Class 9 contains 50124 members 
Mstep: Class 10 contains 65332 members 
Mstep: Class 12 contains 65141 members 
Mstep: Class 13 contains 4148 members 
Mstep: Class 16 contains 31230 members 
Mstep: Class 17 contains 65927 members 
Mstep: Class 18 contains 10490 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 22 contains 60436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829676.000000 Penalty: 33645.058594
Iteration 95Q: 17 clusters Score -2.082968e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 31658 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 4619 members 
Mstep: Class 8 contains 11170 members 
Mstep: Class 9 contains 50152 members 
Mstep: Class 10 contains 65584 members 
Mstep: Class 12 contains 65116 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 16 contains 31179 members 
Mstep: Class 17 contains 65866 members 
Mstep: Class 18 contains 10504 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 22 contains 60404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829758.000000 Penalty: 33645.058594
Iteration 96Q: 17 clusters Score -2.082976e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 31634 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 8 contains 11273 members 
Mstep: Class 9 contains 50205 members 
Mstep: Class 10 contains 65811 members 
Mstep: Class 12 contains 65074 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 16 contains 31133 members 
Mstep: Class 17 contains 65794 members 
Mstep: Class 18 contains 10523 members 
Mstep: Class 19 contains 2331 members 
Mstep: Class 22 contains 60383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829882.000000 Penalty: 33645.058594
Iteration 97Q: 17 clusters Score -2.082988e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2161 members 
Mstep: Class 3 contains 31613 members 
Mstep: Class 4 contains 2256 members 
Mstep: Class 5 contains 2768 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 8 contains 11367 members 
Mstep: Class 9 contains 50258 members 
Mstep: Class 10 contains 66046 members 
Mstep: Class 12 contains 65051 members 
Mstep: Class 13 contains 4088 members 
Mstep: Class 16 contains 31089 members 
Mstep: Class 17 contains 65697 members 
Mstep: Class 18 contains 10542 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 22 contains 60352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829960.000000 Penalty: 33645.058594
Iteration 98Q: 17 clusters Score -2.082996e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2130 members 
Mstep: Class 3 contains 31600 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 4613 members 
Mstep: Class 8 contains 11480 members 
Mstep: Class 9 contains 50298 members 
Mstep: Class 10 contains 66284 members 
Mstep: Class 12 contains 65032 members 
Mstep: Class 13 contains 4069 members 
Mstep: Class 16 contains 31042 members 
Mstep: Class 17 contains 65601 members 
Mstep: Class 18 contains 10558 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 22 contains 60317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829986.000000 Penalty: 33645.058594
Iteration 99Q: 17 clusters Score -2.082999e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 31605 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 4606 members 
Mstep: Class 8 contains 11564 members 
Mstep: Class 9 contains 50340 members 
Mstep: Class 10 contains 66475 members 
Mstep: Class 12 contains 65029 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 16 contains 30994 members 
Mstep: Class 17 contains 65525 members 
Mstep: Class 18 contains 10575 members 
Mstep: Class 19 contains 2117 members 
Mstep: Class 22 contains 60298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830012.000000 Penalty: 33645.058594
Iteration 100F: 17 clusters Score -2.083001e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 31611 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 8 contains 11649 members 
Mstep: Class 9 contains 50394 members 
Mstep: Class 10 contains 66651 members 
Mstep: Class 12 contains 65026 members 
Mstep: Class 13 contains 4013 members 
Mstep: Class 16 contains 30951 members 
Mstep: Class 17 contains 65465 members 
Mstep: Class 18 contains 10582 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 22 contains 60278 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 17 clusters Score -2.083016e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2054 members 
Mstep: Class 3 contains 31609 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 8 contains 11739 members 
Mstep: Class 9 contains 50438 members 
Mstep: Class 10 contains 66804 members 
Mstep: Class 12 contains 65019 members 
Mstep: Class 13 contains 3999 members 
Mstep: Class 16 contains 30925 members 
Mstep: Class 17 contains 65410 members 
Mstep: Class 18 contains 10595 members 
Mstep: Class 19 contains 1945 members 
Mstep: Class 22 contains 60256 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 17 clusters Score -2.083023e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2022 members 
Mstep: Class 3 contains 31601 members 
Mstep: Class 4 contains 2109 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 8 contains 11821 members 
Mstep: Class 9 contains 50487 members 
Mstep: Class 10 contains 66944 members 
Mstep: Class 12 contains 65007 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 16 contains 30899 members 
Mstep: Class 17 contains 65360 members 
Mstep: Class 18 contains 10610 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 22 contains 60236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 17 clusters Score -2.083023e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 31591 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 4576 members 
Mstep: Class 8 contains 11892 members 
Mstep: Class 9 contains 50526 members 
Mstep: Class 10 contains 67100 members 
Mstep: Class 12 contains 64998 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 16 contains 30879 members 
Mstep: Class 17 contains 65292 members 
Mstep: Class 18 contains 10614 members 
Mstep: Class 19 contains 1803 members 
Mstep: Class 22 contains 60222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830328.000000 Penalty: 33645.058594
Iteration 104Q: 17 clusters Score -2.083033e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 31581 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 4568 members 
Mstep: Class 8 contains 11951 members 
Mstep: Class 9 contains 50537 members 
Mstep: Class 10 contains 67246 members 
Mstep: Class 12 contains 64992 members 
Mstep: Class 13 contains 3970 members 
Mstep: Class 16 contains 30854 members 
Mstep: Class 17 contains 65229 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 1768 members 
Mstep: Class 22 contains 60216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830304.000000 Penalty: 33645.058594
Iteration 105Q: 17 clusters Score -2.08303e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2001 members 
Mstep: Class 3 contains 31566 members 
Mstep: Class 4 contains 2045 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 4555 members 
Mstep: Class 8 contains 12010 members 
Mstep: Class 9 contains 50554 members 
Mstep: Class 10 contains 67393 members 
Mstep: Class 12 contains 64980 members 
Mstep: Class 13 contains 3975 members 
Mstep: Class 16 contains 30823 members 
Mstep: Class 17 contains 65178 members 
Mstep: Class 18 contains 10629 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 22 contains 60208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2057.630615 but Gain 2102.814453
Score: -20830368.000000 Penalty: 31542.244141
Iteration 106Q: 16 clusters Score -2.083037e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 31560 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 2508 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 8 contains 12072 members 
Mstep: Class 9 contains 51354 members 
Mstep: Class 10 contains 68167 members 
Mstep: Class 12 contains 65026 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 16 contains 30804 members 
Mstep: Class 17 contains 65224 members 
Mstep: Class 18 contains 10635 members 
Mstep: Class 22 contains 60202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832426.000000 Penalty: 31542.244141
Iteration 107Q: 16 clusters Score -2.083243e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1972 members 
Mstep: Class 3 contains 31565 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 8 contains 12131 members 
Mstep: Class 9 contains 51460 members 
Mstep: Class 10 contains 68355 members 
Mstep: Class 12 contains 64950 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 65069 members 
Mstep: Class 18 contains 10659 members 
Mstep: Class 22 contains 60155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832418.000000 Penalty: 31542.244141
Iteration 108Q: 16 clusters Score -2.083242e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1956 members 
Mstep: Class 3 contains 31575 members 
Mstep: Class 4 contains 2002 members 
Mstep: Class 5 contains 2480 members 
Mstep: Class 6 contains 4503 members 
Mstep: Class 8 contains 12185 members 
Mstep: Class 9 contains 51525 members 
Mstep: Class 10 contains 68546 members 
Mstep: Class 12 contains 64902 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 16 contains 30741 members 
Mstep: Class 17 contains 64933 members 
Mstep: Class 18 contains 10673 members 
Mstep: Class 22 contains 60099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832440.000000 Penalty: 31542.244141
Iteration 109Q: 16 clusters Score -2.083244e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1942 members 
Mstep: Class 3 contains 31570 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 8 contains 12244 members 
Mstep: Class 9 contains 51567 members 
Mstep: Class 10 contains 68730 members 
Mstep: Class 12 contains 64859 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 16 contains 30712 members 
Mstep: Class 17 contains 64826 members 
Mstep: Class 18 contains 10678 members 
Mstep: Class 22 contains 60046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832474.000000 Penalty: 31542.244141
Iteration 110Q: 16 clusters Score -2.083247e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1932 members 
Mstep: Class 3 contains 31562 members 
Mstep: Class 4 contains 1969 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 8 contains 12299 members 
Mstep: Class 9 contains 51580 members 
Mstep: Class 10 contains 68922 members 
Mstep: Class 12 contains 64835 members 
Mstep: Class 13 contains 4045 members 
Mstep: Class 16 contains 30683 members 
Mstep: Class 17 contains 64714 members 
Mstep: Class 18 contains 10684 members 
Mstep: Class 22 contains 59995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832522.000000 Penalty: 31542.244141
Iteration 111Q: 16 clusters Score -2.083252e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 31560 members 
Mstep: Class 4 contains 1960 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 4485 members 
Mstep: Class 8 contains 12361 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 69074 members 
Mstep: Class 12 contains 64818 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 16 contains 30661 members 
Mstep: Class 17 contains 64613 members 
Mstep: Class 18 contains 10691 members 
Mstep: Class 22 contains 59964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832462.000000 Penalty: 31542.244141
Iteration 112Q: 16 clusters Score -2.083246e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1897 members 
Mstep: Class 3 contains 31553 members 
Mstep: Class 4 contains 1945 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 8 contains 12411 members 
Mstep: Class 9 contains 51603 members 
Mstep: Class 10 contains 69207 members 
Mstep: Class 12 contains 64801 members 
Mstep: Class 13 contains 4038 members 
Mstep: Class 16 contains 30631 members 
Mstep: Class 17 contains 64548 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 22 contains 59938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832474.000000 Penalty: 31542.244141
Iteration 113Q: 16 clusters Score -2.083247e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1888 members 
Mstep: Class 3 contains 31554 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 4478 members 
Mstep: Class 8 contains 12456 members 
Mstep: Class 9 contains 51608 members 
Mstep: Class 10 contains 69323 members 
Mstep: Class 12 contains 64791 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 16 contains 30612 members 
Mstep: Class 17 contains 64486 members 
Mstep: Class 18 contains 10698 members 
Mstep: Class 22 contains 59908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832460.000000 Penalty: 31542.244141
Iteration 114Q: 16 clusters Score -2.083246e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1876 members 
Mstep: Class 3 contains 31554 members 
Mstep: Class 4 contains 1902 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 8 contains 12508 members 
Mstep: Class 9 contains 51608 members 
Mstep: Class 10 contains 69435 members 
Mstep: Class 12 contains 64780 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 16 contains 30591 members 
Mstep: Class 17 contains 64436 members 
Mstep: Class 18 contains 10700 members 
Mstep: Class 22 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832546.000000 Penalty: 31542.244141
Iteration 115Q: 16 clusters Score -2.083255e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 3 contains 31553 members 
Mstep: Class 4 contains 1873 members 
Mstep: Class 5 contains 2360 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 8 contains 12554 members 
Mstep: Class 9 contains 51613 members 
Mstep: Class 10 contains 69527 members 
Mstep: Class 12 contains 64765 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 16 contains 30579 members 
Mstep: Class 17 contains 64398 members 
Mstep: Class 18 contains 10704 members 
Mstep: Class 22 contains 59863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832500.000000 Penalty: 31542.244141
Iteration 116Q: 16 clusters Score -2.08325e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 31544 members 
Mstep: Class 4 contains 1841 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 4475 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 51616 members 
Mstep: Class 10 contains 69611 members 
Mstep: Class 12 contains 64753 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 16 contains 30571 members 
Mstep: Class 17 contains 64371 members 
Mstep: Class 18 contains 10706 members 
Mstep: Class 22 contains 59839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832532.000000 Penalty: 31542.244141
Iteration 117Q: 16 clusters Score -2.083253e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 31535 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 8 contains 12677 members 
Mstep: Class 9 contains 51615 members 
Mstep: Class 10 contains 69696 members 
Mstep: Class 12 contains 64740 members 
Mstep: Class 13 contains 3999 members 
Mstep: Class 16 contains 30554 members 
Mstep: Class 17 contains 64340 members 
Mstep: Class 18 contains 10710 members 
Mstep: Class 22 contains 59818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832608.000000 Penalty: 31542.244141
Iteration 118Q: 16 clusters Score -2.083261e+07 nChanged 266
Entering ConstructFrom: 
Score: -20832608.000000 Penalty: 31542.244141
Entering ConstructFrom: 
Trying to split cluster 1 (6663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Entering Unmasked Estep 
Score: -346267.250000 Penalty: 1430.702881
	Iteration 0F: 2 clusters Score -346267.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -341282.343750 Penalty: 2861.405762
	Iteration 0F: 3 clusters Score -341282.3 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -342821.500000 Penalty: 2861.405762
	Iteration 1F: 3 clusters Score -342821.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -343053.593750 Penalty: 2861.405762
	Iteration 2F: 3 clusters Score -343053.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -343276.906250 Penalty: 2861.405762
	Iteration 3F: 3 clusters Score -343276.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -343492.718750 Penalty: 2861.405762
	Iteration 4F: 3 clusters Score -343492.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -343733.218750 Penalty: 2861.405762
	Iteration 5F: 3 clusters Score -343733.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -343974.843750 Penalty: 2861.405762
	Iteration 6Q: 3 clusters Score -343974.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -344203.656250 Penalty: 2861.405762
	Iteration 7Q: 3 clusters Score -344203.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -344409.468750 Penalty: 2861.405762
	Iteration 8Q: 3 clusters Score -344409.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -344595.218750 Penalty: 2861.405762
	Iteration 9Q: 3 clusters Score -344595.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -344750.500000 Penalty: 2861.405762
	Iteration 10Q: 3 clusters Score -344750.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -344880.031250 Penalty: 2861.405762
	Iteration 11Q: 3 clusters Score -344880 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -344972.562500 Penalty: 2861.405762
	Iteration 12Q: 3 clusters Score -344972.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -345022.937500 Penalty: 2861.405762
	Iteration 13Q: 3 clusters Score -345022.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -345051.937500 Penalty: 2861.405762
	Iteration 14Q: 3 clusters Score -345051.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -345066.906250 Penalty: 2861.405762
	Iteration 15Q: 3 clusters Score -345066.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -345077.843750 Penalty: 2861.405762
	Iteration 16Q: 3 clusters Score -345077.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -345085.625000 Penalty: 2861.405762
	Iteration 17Q: 3 clusters Score -345085.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -345092.718750 Penalty: 2861.405762
	Iteration 18Q: 3 clusters Score -345092.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -345097.343750 Penalty: 2861.405762
	Iteration 19Q: 3 clusters Score -345097.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -345101.468750 Penalty: 2861.405762
	Iteration 20F: 3 clusters Score -345101.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -345106.000000 Penalty: 2861.405762
	Iteration 21Q: 3 clusters Score -345106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -345110.218750 Penalty: 2861.405762
	Iteration 22Q: 3 clusters Score -345110.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -345114.437500 Penalty: 2861.405762
	Iteration 23Q: 3 clusters Score -345114.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -345118.250000 Penalty: 2861.405762
	Iteration 24Q: 3 clusters Score -345118.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -345120.625000 Penalty: 2861.405762
	Iteration 25Q: 3 clusters Score -345120.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -345121.937500 Penalty: 2861.405762
	Iteration 26Q: 3 clusters Score -345121.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -345124.062500 Penalty: 2861.405762
	Iteration 27Q: 3 clusters Score -345124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -345125.875000 Penalty: 2861.405762
	Iteration 28Q: 3 clusters Score -345125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -345126.125000 Penalty: 2861.405762
	Iteration 29Q: 3 clusters Score -345126.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -345126.125000 Penalty: 2861.405762
	Iteration 30F: 3 clusters Score -345126.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -103380.226562 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -103380.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -101347.156250 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -101347.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -101744.929688 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -101744.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -101843.046875 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -101843 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -101899.859375 Penalty: 2444.428223
	Iteration 3Q: 3 clusters Score -101899.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -101928.875000 Penalty: 2444.428223
	Iteration 4Q: 3 clusters Score -101928.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -101949.640625 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -101949.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -101962.070312 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -101962.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -101975.484375 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -101975.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -101985.203125 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -101985.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -101995.554688 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -101995.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -102008.664062 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -102008.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -102016.406250 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -102016.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -102023.390625 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -102023.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -102029.117188 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -102029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -102032.281250 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -102032.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -102034.039062 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -102034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -102037.148438 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -102037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -102038.695312 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -102038.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -102040.726562 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -102040.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -102041.132812 Penalty: 2444.428223
	Iteration 19Q: 3 clusters Score -102041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -102041.414062 Penalty: 2444.428223
	Iteration 20F: 3 clusters Score -102041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -102042.304688 Penalty: 2444.428223
	Iteration 21Q: 3 clusters Score -102042.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -102043.320312 Penalty: 2444.428223
	Iteration 22Q: 3 clusters Score -102043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -102043.757812 Penalty: 2444.428223
	Iteration 23Q: 3 clusters Score -102043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -102043.757812 Penalty: 2444.428223
	Iteration 24F: 3 clusters Score -102043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Entering Unmasked Estep 
Score: -1650699.000000 Penalty: 1683.262085
	Iteration 0F: 2 clusters Score -1650699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1629513.625000 Penalty: 3366.524170
	Iteration 0F: 3 clusters Score -1629514 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1637572.375000 Penalty: 3366.524170
	Iteration 1F: 3 clusters Score -1637572 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1638050.250000 Penalty: 3366.524170
	Iteration 2Q: 3 clusters Score -1638050 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1638690.250000 Penalty: 3366.524170
	Iteration 3Q: 3 clusters Score -1638690 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1639510.750000 Penalty: 3366.524170
	Iteration 4Q: 3 clusters Score -1639511 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1640442.750000 Penalty: 3366.524170
	Iteration 5F: 3 clusters Score -1640443 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -1641575.500000 Penalty: 3366.524170
	Iteration 6F: 3 clusters Score -1641576 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -1642974.000000 Penalty: 3366.524170
	Iteration 7F: 3 clusters Score -1642974 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -1644601.375000 Penalty: 3366.524170
	Iteration 8F: 3 clusters Score -1644601 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -1646182.625000 Penalty: 3366.524170
	Iteration 9F: 3 clusters Score -1646183 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -1647428.750000 Penalty: 3366.524170
	Iteration 10Q: 3 clusters Score -1647429 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -1648184.000000 Penalty: 3366.524170
	Iteration 11Q: 3 clusters Score -1648184 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -1648603.125000 Penalty: 3366.524170
	Iteration 12Q: 3 clusters Score -1648603 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -1648868.375000 Penalty: 3366.524170
	Iteration 13Q: 3 clusters Score -1648868 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -1649031.875000 Penalty: 3366.524170
	Iteration 14Q: 3 clusters Score -1649032 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -1649114.125000 Penalty: 3366.524170
	Iteration 15Q: 3 clusters Score -1649114 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -1649182.500000 Penalty: 3366.524170
	Iteration 16Q: 3 clusters Score -1649182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -1649226.000000 Penalty: 3366.524170
	Iteration 17Q: 3 clusters Score -1649226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -1649248.125000 Penalty: 3366.524170
	Iteration 18Q: 3 clusters Score -1649248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -1649260.125000 Penalty: 3366.524170
	Iteration 19Q: 3 clusters Score -1649260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -1649271.500000 Penalty: 3366.524170
	Iteration 20F: 3 clusters Score -1649272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -1649290.125000 Penalty: 3366.524170
	Iteration 21Q: 3 clusters Score -1649290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -1649295.250000 Penalty: 3366.524170
	Iteration 22Q: 3 clusters Score -1649295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -1649304.000000 Penalty: 3366.524170
	Iteration 23Q: 3 clusters Score -1649304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -1649310.625000 Penalty: 3366.524170
	Iteration 24Q: 3 clusters Score -1649311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -1649314.125000 Penalty: 3366.524170
	Iteration 25Q: 3 clusters Score -1649314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -1649316.875000 Penalty: 3366.524170
	Iteration 26Q: 3 clusters Score -1649317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -1649318.625000 Penalty: 3366.524170
	Iteration 27Q: 3 clusters Score -1649319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -1649322.625000 Penalty: 3366.524170
	Iteration 28Q: 3 clusters Score -1649323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -1649325.125000 Penalty: 3366.524170
	Iteration 29Q: 3 clusters Score -1649325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -1649328.000000 Penalty: 3366.524170
	Iteration 30Q: 3 clusters Score -1649328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -1649331.625000 Penalty: 3366.524170
	Iteration 31Q: 3 clusters Score -1649332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -1649332.875000 Penalty: 3366.524170
	Iteration 32Q: 3 clusters Score -1649333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -1649335.500000 Penalty: 3366.524170
	Iteration 33Q: 3 clusters Score -1649336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -1649335.625000 Penalty: 3366.524170
	Iteration 34Q: 3 clusters Score -1649336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -1649335.625000 Penalty: 3366.524170
	Iteration 35F: 3 clusters Score -1649336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -96439.523438 Penalty: 1215.294434
	Iteration 0F: 2 clusters Score -96439.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -94462.914062 Penalty: 2430.588867
	Iteration 0F: 3 clusters Score -94462.91 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -94849.468750 Penalty: 2430.588867
	Iteration 1F: 3 clusters Score -94849.47 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -94939.101562 Penalty: 2430.588867
	Iteration 2F: 3 clusters Score -94939.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -94973.125000 Penalty: 2430.588867
	Iteration 3Q: 3 clusters Score -94973.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -94990.789062 Penalty: 2430.588867
	Iteration 4Q: 3 clusters Score -94990.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -95004.281250 Penalty: 2430.588867
	Iteration 5Q: 3 clusters Score -95004.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -95010.492188 Penalty: 2430.588867
	Iteration 6Q: 3 clusters Score -95010.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -95018.007812 Penalty: 2430.588867
	Iteration 7Q: 3 clusters Score -95018.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -95025.171875 Penalty: 2430.588867
	Iteration 8Q: 3 clusters Score -95025.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -95032.679688 Penalty: 2430.588867
	Iteration 9Q: 3 clusters Score -95032.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -95034.656250 Penalty: 2430.588867
	Iteration 10Q: 3 clusters Score -95034.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -95036.296875 Penalty: 2430.588867
	Iteration 11Q: 3 clusters Score -95036.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -95039.039062 Penalty: 2430.588867
	Iteration 12Q: 3 clusters Score -95039.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -95041.703125 Penalty: 2430.588867
	Iteration 13Q: 3 clusters Score -95041.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -95044.125000 Penalty: 2430.588867
	Iteration 14Q: 3 clusters Score -95044.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -95045.375000 Penalty: 2430.588867
	Iteration 15Q: 3 clusters Score -95045.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -95046.218750 Penalty: 2430.588867
	Iteration 16Q: 3 clusters Score -95046.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -95046.492188 Penalty: 2430.588867
	Iteration 17Q: 3 clusters Score -95046.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -95046.492188 Penalty: 2430.588867
	Iteration 18F: 3 clusters Score -95046.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -129008.453125 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -129008.5 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 1193 members 
Entering Unmasked Estep 
Score: -126682.617188 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -126682.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -127185.210938 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -127185.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -127315.179688 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -127315.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -127397.203125 Penalty: 2518.389648
	Iteration 3Q: 3 clusters Score -127397.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -127435.148438 Penalty: 2518.389648
	Iteration 4Q: 3 clusters Score -127435.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -127458.429688 Penalty: 2518.389648
	Iteration 5Q: 3 clusters Score -127458.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -127477.750000 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -127477.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -127491.820312 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -127491.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -127507.398438 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -127507.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -127518.218750 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -127518.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -127526.070312 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -127526.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -127531.359375 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -127531.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -127536.781250 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -127536.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -127541.140625 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -127541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -127544.031250 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -127544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -127547.515625 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -127547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -127549.343750 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -127549.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -127552.187500 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -127552.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -127556.343750 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -127556.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -127559.445312 Penalty: 2518.389648
	Iteration 19Q: 3 clusters Score -127559.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -127563.117188 Penalty: 2518.389648
	Iteration 20F: 3 clusters Score -127563.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -127567.234375 Penalty: 2518.389648
	Iteration 21Q: 3 clusters Score -127567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -127571.242188 Penalty: 2518.389648
	Iteration 22Q: 3 clusters Score -127571.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -127575.187500 Penalty: 2518.389648
	Iteration 23Q: 3 clusters Score -127575.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -127580.789062 Penalty: 2518.389648
	Iteration 24Q: 3 clusters Score -127580.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -127585.234375 Penalty: 2518.389648
	Iteration 25Q: 3 clusters Score -127585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -127589.531250 Penalty: 2518.389648
	Iteration 26Q: 3 clusters Score -127589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -127592.390625 Penalty: 2518.389648
	Iteration 27Q: 3 clusters Score -127592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -127594.226562 Penalty: 2518.389648
	Iteration 28Q: 3 clusters Score -127594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -127596.882812 Penalty: 2518.389648
	Iteration 29Q: 3 clusters Score -127596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -127599.062500 Penalty: 2518.389648
	Iteration 30Q: 3 clusters Score -127599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -127600.164062 Penalty: 2518.389648
	Iteration 31Q: 3 clusters Score -127600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -127601.328125 Penalty: 2518.389648
	Iteration 32Q: 3 clusters Score -127601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -127602.781250 Penalty: 2518.389648
	Iteration 33Q: 3 clusters Score -127602.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -127602.781250 Penalty: 2518.389648
	Iteration 34F: 3 clusters Score -127602.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -232167.468750 Penalty: 1365.835815
	Iteration 0F: 2 clusters Score -232167.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -228540.000000 Penalty: 2731.671631
	Iteration 0F: 3 clusters Score -228540 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -229546.078125 Penalty: 2731.671631
	Iteration 1F: 3 clusters Score -229546.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -229729.578125 Penalty: 2731.671631
	Iteration 2F: 3 clusters Score -229729.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -229862.484375 Penalty: 2731.671631
	Iteration 3F: 3 clusters Score -229862.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -229986.593750 Penalty: 2731.671631
	Iteration 4Q: 3 clusters Score -229986.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -230089.875000 Penalty: 2731.671631
	Iteration 5Q: 3 clusters Score -230089.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -230198.953125 Penalty: 2731.671631
	Iteration 6Q: 3 clusters Score -230199 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -230308.078125 Penalty: 2731.671631
	Iteration 7Q: 3 clusters Score -230308.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -230413.703125 Penalty: 2731.671631
	Iteration 8Q: 3 clusters Score -230413.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -230520.781250 Penalty: 2731.671631
	Iteration 9Q: 3 clusters Score -230520.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -230624.312500 Penalty: 2731.671631
	Iteration 10Q: 3 clusters Score -230624.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -230708.234375 Penalty: 2731.671631
	Iteration 11Q: 3 clusters Score -230708.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -230786.796875 Penalty: 2731.671631
	Iteration 12Q: 3 clusters Score -230786.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -230849.484375 Penalty: 2731.671631
	Iteration 13Q: 3 clusters Score -230849.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -230911.171875 Penalty: 2731.671631
	Iteration 14Q: 3 clusters Score -230911.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -230966.609375 Penalty: 2731.671631
	Iteration 15Q: 3 clusters Score -230966.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -231016.609375 Penalty: 2731.671631
	Iteration 16Q: 3 clusters Score -231016.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -231048.921875 Penalty: 2731.671631
	Iteration 17Q: 3 clusters Score -231048.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -231071.000000 Penalty: 2731.671631
	Iteration 18Q: 3 clusters Score -231071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -231088.828125 Penalty: 2731.671631
	Iteration 19Q: 3 clusters Score -231088.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -231108.546875 Penalty: 2731.671631
	Iteration 20F: 3 clusters Score -231108.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -231123.203125 Penalty: 2731.671631
	Iteration 21Q: 3 clusters Score -231123.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -231136.640625 Penalty: 2731.671631
	Iteration 22Q: 3 clusters Score -231136.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -231144.453125 Penalty: 2731.671631
	Iteration 23Q: 3 clusters Score -231144.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -231152.312500 Penalty: 2731.671631
	Iteration 24Q: 3 clusters Score -231152.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -231160.609375 Penalty: 2731.671631
	Iteration 25Q: 3 clusters Score -231160.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -231169.796875 Penalty: 2731.671631
	Iteration 26Q: 3 clusters Score -231169.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -231179.578125 Penalty: 2731.671631
	Iteration 27Q: 3 clusters Score -231179.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -231190.390625 Penalty: 2731.671631
	Iteration 28Q: 3 clusters Score -231190.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -231198.609375 Penalty: 2731.671631
	Iteration 29Q: 3 clusters Score -231198.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -231202.671875 Penalty: 2731.671631
	Iteration 30Q: 3 clusters Score -231202.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -231206.781250 Penalty: 2731.671631
	Iteration 31Q: 3 clusters Score -231206.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -231209.000000 Penalty: 2731.671631
	Iteration 32Q: 3 clusters Score -231209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -231210.671875 Penalty: 2731.671631
	Iteration 33Q: 3 clusters Score -231210.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -231212.093750 Penalty: 2731.671631
	Iteration 34Q: 3 clusters Score -231212.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -231214.578125 Penalty: 2731.671631
	Iteration 35Q: 3 clusters Score -231214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -231214.875000 Penalty: 2731.671631
	Iteration 36Q: 3 clusters Score -231214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -231215.359375 Penalty: 2731.671631
	Iteration 37Q: 3 clusters Score -231215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -231215.953125 Penalty: 2731.671631
	Iteration 38Q: 3 clusters Score -231216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -231216.328125 Penalty: 2731.671631
	Iteration 39Q: 3 clusters Score -231216.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -231218.265625 Penalty: 2731.671631
	Iteration 40F: 3 clusters Score -231218.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -231218.328125 Penalty: 2731.671631
	Iteration 41Q: 3 clusters Score -231218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -231218.328125 Penalty: 2731.671631
	Iteration 42F: 3 clusters Score -231218.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Entering Unmasked Estep 
Score: -680773.937500 Penalty: 1536.006104
	Iteration 0F: 2 clusters Score -680773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -671838.687500 Penalty: 3072.012207
	Iteration 0F: 3 clusters Score -671838.7 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -674905.562500 Penalty: 3072.012207
	Iteration 1F: 3 clusters Score -674905.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -675187.375000 Penalty: 3072.012207
	Iteration 2F: 3 clusters Score -675187.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -675470.062500 Penalty: 3072.012207
	Iteration 3Q: 3 clusters Score -675470.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -675786.250000 Penalty: 3072.012207
	Iteration 4Q: 3 clusters Score -675786.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -676172.937500 Penalty: 3072.012207
	Iteration 5F: 3 clusters Score -676172.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -676645.750000 Penalty: 3072.012207
	Iteration 6F: 3 clusters Score -676645.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -677163.562500 Penalty: 3072.012207
	Iteration 7F: 3 clusters Score -677163.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -677654.375000 Penalty: 3072.012207
	Iteration 8F: 3 clusters Score -677654.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -678059.750000 Penalty: 3072.012207
	Iteration 9Q: 3 clusters Score -678059.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -678363.250000 Penalty: 3072.012207
	Iteration 10Q: 3 clusters Score -678363.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -678523.000000 Penalty: 3072.012207
	Iteration 11Q: 3 clusters Score -678523 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -678592.750000 Penalty: 3072.012207
	Iteration 12Q: 3 clusters Score -678592.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -678646.875000 Penalty: 3072.012207
	Iteration 13Q: 3 clusters Score -678646.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -678694.000000 Penalty: 3072.012207
	Iteration 14Q: 3 clusters Score -678694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -678737.687500 Penalty: 3072.012207
	Iteration 15Q: 3 clusters Score -678737.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -678781.687500 Penalty: 3072.012207
	Iteration 16Q: 3 clusters Score -678781.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -678822.437500 Penalty: 3072.012207
	Iteration 17Q: 3 clusters Score -678822.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -678854.687500 Penalty: 3072.012207
	Iteration 18Q: 3 clusters Score -678854.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -678890.375000 Penalty: 3072.012207
	Iteration 19Q: 3 clusters Score -678890.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -678930.500000 Penalty: 3072.012207
	Iteration 20F: 3 clusters Score -678930.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -678968.312500 Penalty: 3072.012207
	Iteration 21Q: 3 clusters Score -678968.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -679002.875000 Penalty: 3072.012207
	Iteration 22Q: 3 clusters Score -679002.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -679034.937500 Penalty: 3072.012207
	Iteration 23Q: 3 clusters Score -679034.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -679056.875000 Penalty: 3072.012207
	Iteration 24Q: 3 clusters Score -679056.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -679073.375000 Penalty: 3072.012207
	Iteration 25Q: 3 clusters Score -679073.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -679099.125000 Penalty: 3072.012207
	Iteration 26Q: 3 clusters Score -679099.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -679121.000000 Penalty: 3072.012207
	Iteration 27Q: 3 clusters Score -679121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -679143.875000 Penalty: 3072.012207
	Iteration 28Q: 3 clusters Score -679143.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -679164.437500 Penalty: 3072.012207
	Iteration 29Q: 3 clusters Score -679164.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -679181.187500 Penalty: 3072.012207
	Iteration 30Q: 3 clusters Score -679181.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -679202.625000 Penalty: 3072.012207
	Iteration 31Q: 3 clusters Score -679202.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -679214.875000 Penalty: 3072.012207
	Iteration 32Q: 3 clusters Score -679214.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -679225.562500 Penalty: 3072.012207
	Iteration 33Q: 3 clusters Score -679225.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -679231.125000 Penalty: 3072.012207
	Iteration 34Q: 3 clusters Score -679231.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -679240.687500 Penalty: 3072.012207
	Iteration 35Q: 3 clusters Score -679240.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -679251.312500 Penalty: 3072.012207
	Iteration 36Q: 3 clusters Score -679251.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -679259.187500 Penalty: 3072.012207
	Iteration 37Q: 3 clusters Score -679259.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -679266.375000 Penalty: 3072.012207
	Iteration 38Q: 3 clusters Score -679266.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -679273.062500 Penalty: 3072.012207
	Iteration 39Q: 3 clusters Score -679273.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -679279.875000 Penalty: 3072.012207
	Iteration 40F: 3 clusters Score -679279.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -679287.625000 Penalty: 3072.012207
	Iteration 41Q: 3 clusters Score -679287.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -679299.187500 Penalty: 3072.012207
	Iteration 42Q: 3 clusters Score -679299.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -679308.500000 Penalty: 3072.012207
	Iteration 43Q: 3 clusters Score -679308.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -679318.687500 Penalty: 3072.012207
	Iteration 44Q: 3 clusters Score -679318.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -679325.250000 Penalty: 3072.012207
	Iteration 45Q: 3 clusters Score -679325.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -679332.500000 Penalty: 3072.012207
	Iteration 46Q: 3 clusters Score -679332.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -679338.000000 Penalty: 3072.012207
	Iteration 47Q: 3 clusters Score -679338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -679341.750000 Penalty: 3072.012207
	Iteration 48Q: 3 clusters Score -679341.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -679345.312500 Penalty: 3072.012207
	Iteration 49Q: 3 clusters Score -679345.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -679349.812500 Penalty: 3072.012207
	Iteration 50Q: 3 clusters Score -679349.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -679354.875000 Penalty: 3072.012207
	Iteration 51Q: 3 clusters Score -679354.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -679359.187500 Penalty: 3072.012207
	Iteration 52Q: 3 clusters Score -679359.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -679363.937500 Penalty: 3072.012207
	Iteration 53Q: 3 clusters Score -679363.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -679366.937500 Penalty: 3072.012207
	Iteration 54Q: 3 clusters Score -679366.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -679370.625000 Penalty: 3072.012207
	Iteration 55Q: 3 clusters Score -679370.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -679375.812500 Penalty: 3072.012207
	Iteration 56Q: 3 clusters Score -679375.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -679381.625000 Penalty: 3072.012207
	Iteration 57Q: 3 clusters Score -679381.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -679384.500000 Penalty: 3072.012207
	Iteration 58Q: 3 clusters Score -679384.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -679391.250000 Penalty: 3072.012207
	Iteration 59Q: 3 clusters Score -679391.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -679397.875000 Penalty: 3072.012207
	Iteration 60F: 3 clusters Score -679397.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -679402.375000 Penalty: 3072.012207
	Iteration 61Q: 3 clusters Score -679402.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -679407.562500 Penalty: 3072.012207
	Iteration 62Q: 3 clusters Score -679407.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -679412.937500 Penalty: 3072.012207
	Iteration 63Q: 3 clusters Score -679412.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -679417.875000 Penalty: 3072.012207
	Iteration 64Q: 3 clusters Score -679417.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -679421.312500 Penalty: 3072.012207
	Iteration 65Q: 3 clusters Score -679421.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -679424.625000 Penalty: 3072.012207
	Iteration 66Q: 3 clusters Score -679424.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -679427.812500 Penalty: 3072.012207
	Iteration 67Q: 3 clusters Score -679427.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -679430.562500 Penalty: 3072.012207
	Iteration 68Q: 3 clusters Score -679430.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -679434.000000 Penalty: 3072.012207
	Iteration 69Q: 3 clusters Score -679434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -679439.562500 Penalty: 3072.012207
	Iteration 70Q: 3 clusters Score -679439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -679445.750000 Penalty: 3072.012207
	Iteration 71Q: 3 clusters Score -679445.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -679451.625000 Penalty: 3072.012207
	Iteration 72Q: 3 clusters Score -679451.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -679455.937500 Penalty: 3072.012207
	Iteration 73Q: 3 clusters Score -679455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -679458.937500 Penalty: 3072.012207
	Iteration 74Q: 3 clusters Score -679458.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -679462.937500 Penalty: 3072.012207
	Iteration 75Q: 3 clusters Score -679462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -679463.125000 Penalty: 3072.012207
	Iteration 76Q: 3 clusters Score -679463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -679463.125000 Penalty: 3072.012207
	Iteration 77Q: 3 clusters Score -679463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -679466.812500 Penalty: 3072.012207
	Iteration 78Q: 3 clusters Score -679466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -679468.437500 Penalty: 3072.012207
	Iteration 79Q: 3 clusters Score -679468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -679467.812500 Penalty: 3072.012207
	Iteration 80F: 3 clusters Score -679467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -679468.375000 Penalty: 3072.012207
	Iteration 81Q: 3 clusters Score -679468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -679469.937500 Penalty: 3072.012207
	Iteration 82Q: 3 clusters Score -679469.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -679469.437500 Penalty: 3072.012207
	Iteration 83Q: 3 clusters Score -679469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -679470.500000 Penalty: 3072.012207
	Iteration 84Q: 3 clusters Score -679470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -679472.062500 Penalty: 3072.012207
	Iteration 85Q: 3 clusters Score -679472.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -679472.062500 Penalty: 3072.012207
	Iteration 86F: 3 clusters Score -679472.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Entering Unmasked Estep 
Score: -2725044.750000 Penalty: 1763.357666
	Iteration 0F: 2 clusters Score -2725045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -2690524.250000 Penalty: 3526.715332
	Iteration 0F: 3 clusters Score -2690524 nChanged 24292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -2704153.500000 Penalty: 3526.715332
	Iteration 1F: 3 clusters Score -2704154 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -2704711.000000 Penalty: 3526.715332
	Iteration 2Q: 3 clusters Score -2704711 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -2705487.750000 Penalty: 3526.715332
	Iteration 3Q: 3 clusters Score -2705488 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -2706831.000000 Penalty: 3526.715332
	Iteration 4Q: 3 clusters Score -2706831 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -2709111.000000 Penalty: 3526.715332
	Iteration 5F: 3 clusters Score -2709111 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -2712469.500000 Penalty: 3526.715332
	Iteration 6F: 3 clusters Score -2712470 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -2716765.750000 Penalty: 3526.715332
	Iteration 7F: 3 clusters Score -2716766 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -2720466.750000 Penalty: 3526.715332
	Iteration 8F: 3 clusters Score -2720467 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -2722403.000000 Penalty: 3526.715332
	Iteration 9Q: 3 clusters Score -2722403 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -2723118.750000 Penalty: 3526.715332
	Iteration 10Q: 3 clusters Score -2723119 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -2723338.500000 Penalty: 3526.715332
	Iteration 11Q: 3 clusters Score -2723338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -2723422.000000 Penalty: 3526.715332
	Iteration 12Q: 3 clusters Score -2723422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -2723454.000000 Penalty: 3526.715332
	Iteration 13Q: 3 clusters Score -2723454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -2723480.250000 Penalty: 3526.715332
	Iteration 14Q: 3 clusters Score -2723480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -2723481.500000 Penalty: 3526.715332
	Iteration 15Q: 3 clusters Score -2723482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -2723484.000000 Penalty: 3526.715332
	Iteration 16Q: 3 clusters Score -2723484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -2723484.000000 Penalty: 3526.715332
	Iteration 17F: 3 clusters Score -2723484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Entering Unmasked Estep 
Score: -3604564.500000 Penalty: 1812.425659
	Iteration 0F: 2 clusters Score -3604564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -3558157.750000 Penalty: 3624.851318
	Iteration 0F: 3 clusters Score -3558158 nChanged 33010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -3577109.250000 Penalty: 3624.851318
	Iteration 1F: 3 clusters Score -3577109 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -3578094.250000 Penalty: 3624.851318
	Iteration 2Q: 3 clusters Score -3578094 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -3579513.250000 Penalty: 3624.851318
	Iteration 3Q: 3 clusters Score -3579513 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -3581689.000000 Penalty: 3624.851318
	Iteration 4F: 3 clusters Score -3581689 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -3584575.750000 Penalty: 3624.851318
	Iteration 5F: 3 clusters Score -3584576 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -3588306.500000 Penalty: 3624.851318
	Iteration 6F: 3 clusters Score -3588306 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -3592335.750000 Penalty: 3624.851318
	Iteration 7F: 3 clusters Score -3592336 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -3595104.250000 Penalty: 3624.851318
	Iteration 8F: 3 clusters Score -3595104 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -3596311.500000 Penalty: 3624.851318
	Iteration 9Q: 3 clusters Score -3596312 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -3596949.250000 Penalty: 3624.851318
	Iteration 10Q: 3 clusters Score -3596949 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -3597515.500000 Penalty: 3624.851318
	Iteration 11Q: 3 clusters Score -3597516 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -3598016.000000 Penalty: 3624.851318
	Iteration 12Q: 3 clusters Score -3598016 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -3598558.500000 Penalty: 3624.851318
	Iteration 13Q: 3 clusters Score -3598558 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -3598991.750000 Penalty: 3624.851318
	Iteration 14Q: 3 clusters Score -3598992 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -3599460.500000 Penalty: 3624.851318
	Iteration 15Q: 3 clusters Score -3599460 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -3599817.000000 Penalty: 3624.851318
	Iteration 16Q: 3 clusters Score -3599817 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -3600119.500000 Penalty: 3624.851318
	Iteration 17Q: 3 clusters Score -3600120 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -3600429.250000 Penalty: 3624.851318
	Iteration 18Q: 3 clusters Score -3600429 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -3600728.250000 Penalty: 3624.851318
	Iteration 19Q: 3 clusters Score -3600728 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -3600997.000000 Penalty: 3624.851318
	Iteration 20F: 3 clusters Score -3600997 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -3601242.750000 Penalty: 3624.851318
	Iteration 21Q: 3 clusters Score -3601243 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -3601505.250000 Penalty: 3624.851318
	Iteration 22Q: 3 clusters Score -3601505 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -3601760.000000 Penalty: 3624.851318
	Iteration 23Q: 3 clusters Score -3601760 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -3601944.500000 Penalty: 3624.851318
	Iteration 24Q: 3 clusters Score -3601944 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -3602107.000000 Penalty: 3624.851318
	Iteration 25Q: 3 clusters Score -3602107 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -3602271.000000 Penalty: 3624.851318
	Iteration 26Q: 3 clusters Score -3602271 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -3602458.250000 Penalty: 3624.851318
	Iteration 27Q: 3 clusters Score -3602458 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -3602585.000000 Penalty: 3624.851318
	Iteration 28Q: 3 clusters Score -3602585 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 59168 members 
Entering Unmasked Estep 
Score: -3602707.250000 Penalty: 3624.851318
	Iteration 29Q: 3 clusters Score -3602707 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -3602818.000000 Penalty: 3624.851318
	Iteration 30Q: 3 clusters Score -3602818 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -3602937.000000 Penalty: 3624.851318
	Iteration 31Q: 3 clusters Score -3602937 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -3602998.000000 Penalty: 3624.851318
	Iteration 32Q: 3 clusters Score -3602998 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -3603050.250000 Penalty: 3624.851318
	Iteration 33Q: 3 clusters Score -3603050 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -3603090.750000 Penalty: 3624.851318
	Iteration 34Q: 3 clusters Score -3603091 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -3603130.000000 Penalty: 3624.851318
	Iteration 35Q: 3 clusters Score -3603130 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -3603194.000000 Penalty: 3624.851318
	Iteration 36Q: 3 clusters Score -3603194 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -3603219.750000 Penalty: 3624.851318
	Iteration 37Q: 3 clusters Score -3603220 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -3603262.500000 Penalty: 3624.851318
	Iteration 38Q: 3 clusters Score -3603262 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -3603304.750000 Penalty: 3624.851318
	Iteration 39Q: 3 clusters Score -3603305 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -3603339.750000 Penalty: 3624.851318
	Iteration 40F: 3 clusters Score -3603340 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -3603363.250000 Penalty: 3624.851318
	Iteration 41Q: 3 clusters Score -3603363 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -3603377.750000 Penalty: 3624.851318
	Iteration 42Q: 3 clusters Score -3603378 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -3603396.000000 Penalty: 3624.851318
	Iteration 43Q: 3 clusters Score -3603396 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -3603425.750000 Penalty: 3624.851318
	Iteration 44Q: 3 clusters Score -3603426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -3603441.000000 Penalty: 3624.851318
	Iteration 45Q: 3 clusters Score -3603441 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -3603468.500000 Penalty: 3624.851318
	Iteration 46Q: 3 clusters Score -3603468 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -3603468.750000 Penalty: 3624.851318
	Iteration 47Q: 3 clusters Score -3603469 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -3603481.750000 Penalty: 3624.851318
	Iteration 48Q: 3 clusters Score -3603482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -3603486.000000 Penalty: 3624.851318
	Iteration 49Q: 3 clusters Score -3603486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -3603499.250000 Penalty: 3624.851318
	Iteration 50Q: 3 clusters Score -3603499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -3603506.250000 Penalty: 3624.851318
	Iteration 51Q: 3 clusters Score -3603506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -3603513.250000 Penalty: 3624.851318
	Iteration 52Q: 3 clusters Score -3603513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -3603518.750000 Penalty: 3624.851318
	Iteration 53Q: 3 clusters Score -3603519 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -3603515.750000 Penalty: 3624.851318
	Iteration 54Q: 3 clusters Score -3603516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -3603510.250000 Penalty: 3624.851318
	Iteration 55Q: 3 clusters Score -3603510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -3603518.000000 Penalty: 3624.851318
	Iteration 56Q: 3 clusters Score -3603518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -3603523.000000 Penalty: 3624.851318
	Iteration 57Q: 3 clusters Score -3603523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -3603524.000000 Penalty: 3624.851318
	Iteration 58Q: 3 clusters Score -3603524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -3603525.750000 Penalty: 3624.851318
	Iteration 59Q: 3 clusters Score -3603526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -3603520.750000 Penalty: 3624.851318
	Iteration 60F: 3 clusters Score -3603521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -3603533.250000 Penalty: 3624.851318
	Iteration 61Q: 3 clusters Score -3603533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -3603541.500000 Penalty: 3624.851318
	Iteration 62Q: 3 clusters Score -3603542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -3603539.000000 Penalty: 3624.851318
	Iteration 63Q: 3 clusters Score -3603539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -3603546.000000 Penalty: 3624.851318
	Iteration 64Q: 3 clusters Score -3603546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -3603548.500000 Penalty: 3624.851318
	Iteration 65Q: 3 clusters Score -3603548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -3603562.500000 Penalty: 3624.851318
	Iteration 66Q: 3 clusters Score -3603562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -3603564.750000 Penalty: 3624.851318
	Iteration 67Q: 3 clusters Score -3603565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -3603566.000000 Penalty: 3624.851318
	Iteration 68Q: 3 clusters Score -3603566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -3603559.500000 Penalty: 3624.851318
	Iteration 69Q: 3 clusters Score -3603560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -3603559.250000 Penalty: 3624.851318
	Iteration 70Q: 3 clusters Score -3603559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -3603556.000000 Penalty: 3624.851318
	Iteration 71Q: 3 clusters Score -3603556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -3603559.500000 Penalty: 3624.851318
	Iteration 72Q: 3 clusters Score -3603560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -3603557.000000 Penalty: 3624.851318
	Iteration 73Q: 3 clusters Score -3603557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -3603565.750000 Penalty: 3624.851318
	Iteration 74Q: 3 clusters Score -3603566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -3603572.750000 Penalty: 3624.851318
	Iteration 75Q: 3 clusters Score -3603573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -3603571.500000 Penalty: 3624.851318
	Iteration 76Q: 3 clusters Score -3603572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -3603568.000000 Penalty: 3624.851318
	Iteration 77Q: 3 clusters Score -3603568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -3603577.500000 Penalty: 3624.851318
	Iteration 78Q: 3 clusters Score -3603578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -3603575.750000 Penalty: 3624.851318
	Iteration 79Q: 3 clusters Score -3603576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -3603569.000000 Penalty: 3624.851318
	Iteration 80F: 3 clusters Score -3603569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -3603566.750000 Penalty: 3624.851318
	Iteration 81Q: 3 clusters Score -3603567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -3603569.500000 Penalty: 3624.851318
	Iteration 82Q: 3 clusters Score -3603570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -3603569.750000 Penalty: 3624.851318
	Iteration 83Q: 3 clusters Score -3603570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -3603572.000000 Penalty: 3624.851318
	Iteration 84Q: 3 clusters Score -3603572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -3603570.500000 Penalty: 3624.851318
	Iteration 85Q: 3 clusters Score -3603570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -3603567.000000 Penalty: 3624.851318
	Iteration 86Q: 3 clusters Score -3603567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -3603567.750000 Penalty: 3624.851318
	Iteration 87Q: 3 clusters Score -3603568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -3603567.750000 Penalty: 3624.851318
	Iteration 88F: 3 clusters Score -3603568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Entering Unmasked Estep 
Score: -3387103.500000 Penalty: 1800.179321
	Iteration 0F: 2 clusters Score -3387104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3344116.000000 Penalty: 3600.358643
	Iteration 0F: 3 clusters Score -3344116 nChanged 30313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -3361218.000000 Penalty: 3600.358643
	Iteration 1F: 3 clusters Score -3361218 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -3361665.750000 Penalty: 3600.358643
	Iteration 2Q: 3 clusters Score -3361666 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -3362210.750000 Penalty: 3600.358643
	Iteration 3Q: 3 clusters Score -3362211 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -3362936.750000 Penalty: 3600.358643
	Iteration 4Q: 3 clusters Score -3362937 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -3364208.750000 Penalty: 3600.358643
	Iteration 5Q: 3 clusters Score -3364209 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -3366521.250000 Penalty: 3600.358643
	Iteration 6F: 3 clusters Score -3366521 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -3370597.250000 Penalty: 3600.358643
	Iteration 7F: 3 clusters Score -3370597 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -3376205.250000 Penalty: 3600.358643
	Iteration 8F: 3 clusters Score -3376205 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -3381390.000000 Penalty: 3600.358643
	Iteration 9F: 3 clusters Score -3381390 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -3384105.750000 Penalty: 3600.358643
	Iteration 10Q: 3 clusters Score -3384106 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -3385026.500000 Penalty: 3600.358643
	Iteration 11Q: 3 clusters Score -3385026 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -3385305.750000 Penalty: 3600.358643
	Iteration 12Q: 3 clusters Score -3385306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -3385437.000000 Penalty: 3600.358643
	Iteration 13Q: 3 clusters Score -3385437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -3385477.250000 Penalty: 3600.358643
	Iteration 14Q: 3 clusters Score -3385477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -3385507.500000 Penalty: 3600.358643
	Iteration 15Q: 3 clusters Score -3385508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -3385514.750000 Penalty: 3600.358643
	Iteration 16Q: 3 clusters Score -3385515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -3385518.000000 Penalty: 3600.358643
	Iteration 17Q: 3 clusters Score -3385518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -3385522.000000 Penalty: 3600.358643
	Iteration 18Q: 3 clusters Score -3385522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -3385525.500000 Penalty: 3600.358643
	Iteration 19Q: 3 clusters Score -3385526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -3385525.500000 Penalty: 3600.358643
	Iteration 20F: 3 clusters Score -3385526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -217624.921875 Penalty: 1347.172607
	Iteration 0F: 2 clusters Score -217624.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -214240.328125 Penalty: 2694.345215
	Iteration 0F: 3 clusters Score -214240.3 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -215104.656250 Penalty: 2694.345215
	Iteration 1F: 3 clusters Score -215104.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -215260.015625 Penalty: 2694.345215
	Iteration 2F: 3 clusters Score -215260 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -215350.328125 Penalty: 2694.345215
	Iteration 3Q: 3 clusters Score -215350.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -215404.968750 Penalty: 2694.345215
	Iteration 4Q: 3 clusters Score -215405 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -215443.890625 Penalty: 2694.345215
	Iteration 5Q: 3 clusters Score -215443.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -215462.484375 Penalty: 2694.345215
	Iteration 6Q: 3 clusters Score -215462.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -215470.562500 Penalty: 2694.345215
	Iteration 7Q: 3 clusters Score -215470.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -215476.828125 Penalty: 2694.345215
	Iteration 8Q: 3 clusters Score -215476.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -215483.125000 Penalty: 2694.345215
	Iteration 9Q: 3 clusters Score -215483.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -215493.187500 Penalty: 2694.345215
	Iteration 10Q: 3 clusters Score -215493.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -215503.281250 Penalty: 2694.345215
	Iteration 11Q: 3 clusters Score -215503.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -215515.421875 Penalty: 2694.345215
	Iteration 12Q: 3 clusters Score -215515.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -215527.312500 Penalty: 2694.345215
	Iteration 13Q: 3 clusters Score -215527.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -215533.453125 Penalty: 2694.345215
	Iteration 14Q: 3 clusters Score -215533.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -215539.859375 Penalty: 2694.345215
	Iteration 15Q: 3 clusters Score -215539.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -215545.750000 Penalty: 2694.345215
	Iteration 16Q: 3 clusters Score -215545.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -215549.828125 Penalty: 2694.345215
	Iteration 17Q: 3 clusters Score -215549.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -215552.890625 Penalty: 2694.345215
	Iteration 18Q: 3 clusters Score -215552.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -215557.156250 Penalty: 2694.345215
	Iteration 19Q: 3 clusters Score -215557.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -215562.843750 Penalty: 2694.345215
	Iteration 20F: 3 clusters Score -215562.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -215567.421875 Penalty: 2694.345215
	Iteration 21Q: 3 clusters Score -215567.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -215571.953125 Penalty: 2694.345215
	Iteration 22Q: 3 clusters Score -215572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -215575.296875 Penalty: 2694.345215
	Iteration 23Q: 3 clusters Score -215575.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -215579.750000 Penalty: 2694.345215
	Iteration 24Q: 3 clusters Score -215579.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -215582.640625 Penalty: 2694.345215
	Iteration 25Q: 3 clusters Score -215582.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -215585.421875 Penalty: 2694.345215
	Iteration 26Q: 3 clusters Score -215585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -215588.000000 Penalty: 2694.345215
	Iteration 27Q: 3 clusters Score -215588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -215592.140625 Penalty: 2694.345215
	Iteration 28Q: 3 clusters Score -215592.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -215598.109375 Penalty: 2694.345215
	Iteration 29Q: 3 clusters Score -215598.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -215603.109375 Penalty: 2694.345215
	Iteration 30Q: 3 clusters Score -215603.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -215607.984375 Penalty: 2694.345215
	Iteration 31Q: 3 clusters Score -215608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -215612.187500 Penalty: 2694.345215
	Iteration 32Q: 3 clusters Score -215612.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -215616.625000 Penalty: 2694.345215
	Iteration 33Q: 3 clusters Score -215616.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -215620.875000 Penalty: 2694.345215
	Iteration 34Q: 3 clusters Score -215620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -215623.796875 Penalty: 2694.345215
	Iteration 35Q: 3 clusters Score -215623.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -215626.781250 Penalty: 2694.345215
	Iteration 36Q: 3 clusters Score -215626.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -215631.031250 Penalty: 2694.345215
	Iteration 37Q: 3 clusters Score -215631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -215635.343750 Penalty: 2694.345215
	Iteration 38Q: 3 clusters Score -215635.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -215637.375000 Penalty: 2694.345215
	Iteration 39Q: 3 clusters Score -215637.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -215641.468750 Penalty: 2694.345215
	Iteration 40F: 3 clusters Score -215641.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -215646.546875 Penalty: 2694.345215
	Iteration 41Q: 3 clusters Score -215646.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -215650.453125 Penalty: 2694.345215
	Iteration 42Q: 3 clusters Score -215650.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -215657.140625 Penalty: 2694.345215
	Iteration 43Q: 3 clusters Score -215657.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -215667.843750 Penalty: 2694.345215
	Iteration 44Q: 3 clusters Score -215667.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -215679.046875 Penalty: 2694.345215
	Iteration 45Q: 3 clusters Score -215679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -215689.000000 Penalty: 2694.345215
	Iteration 46Q: 3 clusters Score -215689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -215697.718750 Penalty: 2694.345215
	Iteration 47Q: 3 clusters Score -215697.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -215708.671875 Penalty: 2694.345215
	Iteration 48Q: 3 clusters Score -215708.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -215717.890625 Penalty: 2694.345215
	Iteration 49Q: 3 clusters Score -215717.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -215731.953125 Penalty: 2694.345215
	Iteration 50Q: 3 clusters Score -215732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -215752.812500 Penalty: 2694.345215
	Iteration 51Q: 3 clusters Score -215752.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -215771.984375 Penalty: 2694.345215
	Iteration 52Q: 3 clusters Score -215772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -215799.859375 Penalty: 2694.345215
	Iteration 53Q: 3 clusters Score -215799.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -215834.640625 Penalty: 2694.345215
	Iteration 54Q: 3 clusters Score -215834.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -215863.531250 Penalty: 2694.345215
	Iteration 55Q: 3 clusters Score -215863.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -215886.843750 Penalty: 2694.345215
	Iteration 56Q: 3 clusters Score -215886.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -215911.656250 Penalty: 2694.345215
	Iteration 57Q: 3 clusters Score -215911.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -215939.890625 Penalty: 2694.345215
	Iteration 58Q: 3 clusters Score -215939.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215972.578125 Penalty: 2694.345215
	Iteration 59Q: 3 clusters Score -215972.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -216013.578125 Penalty: 2694.345215
	Iteration 60F: 3 clusters Score -216013.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -216054.515625 Penalty: 2694.345215
	Iteration 61Q: 3 clusters Score -216054.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -216077.781250 Penalty: 2694.345215
	Iteration 62Q: 3 clusters Score -216077.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -216105.187500 Penalty: 2694.345215
	Iteration 63Q: 3 clusters Score -216105.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -216135.343750 Penalty: 2694.345215
	Iteration 64Q: 3 clusters Score -216135.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -216169.234375 Penalty: 2694.345215
	Iteration 65Q: 3 clusters Score -216169.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -216199.359375 Penalty: 2694.345215
	Iteration 66Q: 3 clusters Score -216199.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -216222.937500 Penalty: 2694.345215
	Iteration 67Q: 3 clusters Score -216222.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -216243.687500 Penalty: 2694.345215
	Iteration 68Q: 3 clusters Score -216243.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -216262.453125 Penalty: 2694.345215
	Iteration 69Q: 3 clusters Score -216262.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -216277.593750 Penalty: 2694.345215
	Iteration 70Q: 3 clusters Score -216277.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -216292.812500 Penalty: 2694.345215
	Iteration 71Q: 3 clusters Score -216292.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -216308.671875 Penalty: 2694.345215
	Iteration 72Q: 3 clusters Score -216308.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -216328.390625 Penalty: 2694.345215
	Iteration 73Q: 3 clusters Score -216328.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -216339.671875 Penalty: 2694.345215
	Iteration 74Q: 3 clusters Score -216339.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -216351.578125 Penalty: 2694.345215
	Iteration 75Q: 3 clusters Score -216351.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -216366.234375 Penalty: 2694.345215
	Iteration 76Q: 3 clusters Score -216366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -216373.484375 Penalty: 2694.345215
	Iteration 77Q: 3 clusters Score -216373.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -216384.578125 Penalty: 2694.345215
	Iteration 78Q: 3 clusters Score -216384.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -216399.171875 Penalty: 2694.345215
	Iteration 79Q: 3 clusters Score -216399.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -216408.593750 Penalty: 2694.345215
	Iteration 80F: 3 clusters Score -216408.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -216419.031250 Penalty: 2694.345215
	Iteration 81Q: 3 clusters Score -216419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -216426.968750 Penalty: 2694.345215
	Iteration 82Q: 3 clusters Score -216427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -216435.312500 Penalty: 2694.345215
	Iteration 83Q: 3 clusters Score -216435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -216439.218750 Penalty: 2694.345215
	Iteration 84Q: 3 clusters Score -216439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -216442.203125 Penalty: 2694.345215
	Iteration 85Q: 3 clusters Score -216442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -216444.343750 Penalty: 2694.345215
	Iteration 86Q: 3 clusters Score -216444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -216449.390625 Penalty: 2694.345215
	Iteration 87Q: 3 clusters Score -216449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -216452.125000 Penalty: 2694.345215
	Iteration 88Q: 3 clusters Score -216452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -216454.734375 Penalty: 2694.345215
	Iteration 89Q: 3 clusters Score -216454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -216456.328125 Penalty: 2694.345215
	Iteration 90Q: 3 clusters Score -216456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -216457.375000 Penalty: 2694.345215
	Iteration 91Q: 3 clusters Score -216457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -216459.593750 Penalty: 2694.345215
	Iteration 92Q: 3 clusters Score -216459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -216459.828125 Penalty: 2694.345215
	Iteration 93Q: 3 clusters Score -216459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -216460.687500 Penalty: 2694.345215
	Iteration 94Q: 3 clusters Score -216460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -216461.437500 Penalty: 2694.345215
	Iteration 95Q: 3 clusters Score -216461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -216461.437500 Penalty: 2694.345215
	Iteration 96F: 3 clusters Score -216461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Entering Unmasked Estep 
Score: -1607096.250000 Penalty: 1678.109131
	Iteration 0F: 2 clusters Score -1607096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1586512.250000 Penalty: 3356.218262
	Iteration 0F: 3 clusters Score -1586512 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1594247.250000 Penalty: 3356.218262
	Iteration 1F: 3 clusters Score -1594247 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1594537.375000 Penalty: 3356.218262
	Iteration 2Q: 3 clusters Score -1594537 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1594817.875000 Penalty: 3356.218262
	Iteration 3Q: 3 clusters Score -1594818 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1595069.000000 Penalty: 3356.218262
	Iteration 4Q: 3 clusters Score -1595069 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1595386.000000 Penalty: 3356.218262
	Iteration 5Q: 3 clusters Score -1595386 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1595805.750000 Penalty: 3356.218262
	Iteration 6Q: 3 clusters Score -1595806 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1596391.625000 Penalty: 3356.218262
	Iteration 7Q: 3 clusters Score -1596392 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -1597312.125000 Penalty: 3356.218262
	Iteration 8F: 3 clusters Score -1597312 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -1598659.000000 Penalty: 3356.218262
	Iteration 9F: 3 clusters Score -1598659 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -1600391.375000 Penalty: 3356.218262
	Iteration 10F: 3 clusters Score -1600391 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -1602015.500000 Penalty: 3356.218262
	Iteration 11F: 3 clusters Score -1602016 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -1603185.000000 Penalty: 3356.218262
	Iteration 12Q: 3 clusters Score -1603185 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -1603890.875000 Penalty: 3356.218262
	Iteration 13Q: 3 clusters Score -1603891 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -1604303.750000 Penalty: 3356.218262
	Iteration 14Q: 3 clusters Score -1604304 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -1604565.000000 Penalty: 3356.218262
	Iteration 15Q: 3 clusters Score -1604565 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -1604747.500000 Penalty: 3356.218262
	Iteration 16Q: 3 clusters Score -1604748 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -1604907.500000 Penalty: 3356.218262
	Iteration 17Q: 3 clusters Score -1604908 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -1605028.250000 Penalty: 3356.218262
	Iteration 18Q: 3 clusters Score -1605028 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -1605133.500000 Penalty: 3356.218262
	Iteration 19Q: 3 clusters Score -1605134 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -1605224.500000 Penalty: 3356.218262
	Iteration 20F: 3 clusters Score -1605224 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -1605293.750000 Penalty: 3356.218262
	Iteration 21Q: 3 clusters Score -1605294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -1605358.875000 Penalty: 3356.218262
	Iteration 22Q: 3 clusters Score -1605359 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -1605422.750000 Penalty: 3356.218262
	Iteration 23Q: 3 clusters Score -1605423 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -1605467.250000 Penalty: 3356.218262
	Iteration 24Q: 3 clusters Score -1605467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -1605489.875000 Penalty: 3356.218262
	Iteration 25Q: 3 clusters Score -1605490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -1605508.750000 Penalty: 3356.218262
	Iteration 26Q: 3 clusters Score -1605509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -1605531.125000 Penalty: 3356.218262
	Iteration 27Q: 3 clusters Score -1605531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -1605557.875000 Penalty: 3356.218262
	Iteration 28Q: 3 clusters Score -1605558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -1605575.875000 Penalty: 3356.218262
	Iteration 29Q: 3 clusters Score -1605576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -1605594.500000 Penalty: 3356.218262
	Iteration 30Q: 3 clusters Score -1605594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -1605605.250000 Penalty: 3356.218262
	Iteration 31Q: 3 clusters Score -1605605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -1605617.625000 Penalty: 3356.218262
	Iteration 32Q: 3 clusters Score -1605618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -1605634.500000 Penalty: 3356.218262
	Iteration 33Q: 3 clusters Score -1605634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -1605650.125000 Penalty: 3356.218262
	Iteration 34Q: 3 clusters Score -1605650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -1605657.125000 Penalty: 3356.218262
	Iteration 35Q: 3 clusters Score -1605657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -1605664.125000 Penalty: 3356.218262
	Iteration 36Q: 3 clusters Score -1605664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -1605672.875000 Penalty: 3356.218262
	Iteration 37Q: 3 clusters Score -1605673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -1605674.875000 Penalty: 3356.218262
	Iteration 38Q: 3 clusters Score -1605675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -1605677.250000 Penalty: 3356.218262
	Iteration 39Q: 3 clusters Score -1605677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -1605678.500000 Penalty: 3356.218262
	Iteration 40F: 3 clusters Score -1605678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -1605678.875000 Penalty: 3356.218262
	Iteration 41Q: 3 clusters Score -1605679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -1605678.875000 Penalty: 3356.218262
	Iteration 42F: 3 clusters Score -1605679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Entering Unmasked Estep 
Score: -3328024.500000 Penalty: 1799.113892
	Iteration 0F: 2 clusters Score -3328024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -3284990.250000 Penalty: 3598.227783
	Iteration 0F: 3 clusters Score -3284990 nChanged 30429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -3303129.500000 Penalty: 3598.227783
	Iteration 1F: 3 clusters Score -3303130 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -3304267.500000 Penalty: 3598.227783
	Iteration 2Q: 3 clusters Score -3304268 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -3305951.250000 Penalty: 3598.227783
	Iteration 3F: 3 clusters Score -3305951 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -3308658.000000 Penalty: 3598.227783
	Iteration 4F: 3 clusters Score -3308658 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -3312612.750000 Penalty: 3598.227783
	Iteration 5F: 3 clusters Score -3312613 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -3317205.500000 Penalty: 3598.227783
	Iteration 6F: 3 clusters Score -3317206 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -3321289.500000 Penalty: 3598.227783
	Iteration 7F: 3 clusters Score -3321290 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -3323870.250000 Penalty: 3598.227783
	Iteration 8Q: 3 clusters Score -3323870 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -3325191.250000 Penalty: 3598.227783
	Iteration 9Q: 3 clusters Score -3325191 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -3325833.750000 Penalty: 3598.227783
	Iteration 10Q: 3 clusters Score -3325834 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -3326166.250000 Penalty: 3598.227783
	Iteration 11Q: 3 clusters Score -3326166 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -3326306.750000 Penalty: 3598.227783
	Iteration 12Q: 3 clusters Score -3326307 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -3326393.250000 Penalty: 3598.227783
	Iteration 13Q: 3 clusters Score -3326393 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -3326436.500000 Penalty: 3598.227783
	Iteration 14Q: 3 clusters Score -3326436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -3326487.000000 Penalty: 3598.227783
	Iteration 15Q: 3 clusters Score -3326487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -3326512.000000 Penalty: 3598.227783
	Iteration 16Q: 3 clusters Score -3326512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -3326532.000000 Penalty: 3598.227783
	Iteration 17Q: 3 clusters Score -3326532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -3326546.500000 Penalty: 3598.227783
	Iteration 18Q: 3 clusters Score -3326546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -3326548.500000 Penalty: 3598.227783
	Iteration 19Q: 3 clusters Score -3326548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -3326550.750000 Penalty: 3598.227783
	Iteration 20F: 3 clusters Score -3326551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -3326559.750000 Penalty: 3598.227783
	Iteration 21Q: 3 clusters Score -3326560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -3326561.750000 Penalty: 3598.227783
	Iteration 22Q: 3 clusters Score -3326562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -3326565.750000 Penalty: 3598.227783
	Iteration 23Q: 3 clusters Score -3326566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -3326564.000000 Penalty: 3598.227783
	Iteration 24Q: 3 clusters Score -3326564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -3326566.750000 Penalty: 3598.227783
	Iteration 25Q: 3 clusters Score -3326567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -3326566.750000 Penalty: 3598.227783
	Iteration 26F: 3 clusters Score -3326567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Entering Unmasked Estep 
Score: -520711.875000 Penalty: 1507.856934
	Iteration 0F: 2 clusters Score -520711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -513091.000000 Penalty: 3015.713867
	Iteration 0F: 3 clusters Score -513091 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -515937.937500 Penalty: 3015.713867
	Iteration 1F: 3 clusters Score -515937.9 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -516893.406250 Penalty: 3015.713867
	Iteration 2F: 3 clusters Score -516893.4 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -518024.593750 Penalty: 3015.713867
	Iteration 3F: 3 clusters Score -518024.6 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -519137.156250 Penalty: 3015.713867
	Iteration 4F: 3 clusters Score -519137.2 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -519947.812500 Penalty: 3015.713867
	Iteration 5F: 3 clusters Score -519947.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -520391.250000 Penalty: 3015.713867
	Iteration 6F: 3 clusters Score -520391.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -520576.718750 Penalty: 3015.713867
	Iteration 7Q: 3 clusters Score -520576.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -520657.406250 Penalty: 3015.713867
	Iteration 8Q: 3 clusters Score -520657.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -520699.093750 Penalty: 3015.713867
	Iteration 9Q: 3 clusters Score -520699.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -520720.906250 Penalty: 3015.713867
	Iteration 10Q: 3 clusters Score -520720.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -520727.250000 Penalty: 3015.713867
	Iteration 11Q: 3 clusters Score -520727.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -520731.812500 Penalty: 3015.713867
	Iteration 12Q: 3 clusters Score -520731.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -520735.437500 Penalty: 3015.713867
	Iteration 13Q: 3 clusters Score -520735.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -520737.562500 Penalty: 3015.713867
	Iteration 14Q: 3 clusters Score -520737.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -520739.750000 Penalty: 3015.713867
	Iteration 15Q: 3 clusters Score -520739.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -520739.500000 Penalty: 3015.713867
	Iteration 16Q: 3 clusters Score -520739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -520739.906250 Penalty: 3015.713867
	Iteration 17Q: 3 clusters Score -520739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -520740.500000 Penalty: 3015.713867
	Iteration 18Q: 3 clusters Score -520740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -520740.718750 Penalty: 3015.713867
	Iteration 19Q: 3 clusters Score -520740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -520740.687500 Penalty: 3015.713867
	Iteration 20F: 3 clusters Score -520740.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -520741.250000 Penalty: 3015.713867
	Iteration 21Q: 3 clusters Score -520741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -520741.250000 Penalty: 3015.713867
	Iteration 22F: 3 clusters Score -520741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1847 members 
Mstep: Class 3 contains 31525 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 3218 members 
Mstep: Class 8 contains 12738 members 
Mstep: Class 9 contains 51608 members 
Mstep: Class 10 contains 69800 members 
Mstep: Class 12 contains 64733 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 16 contains 30541 members 
Mstep: Class 17 contains 64310 members 
Mstep: Class 18 contains 7494 members 
Mstep: Class 22 contains 59797 members 
Entering Unmasked Estep 
Score: -20831974.000000 Penalty: 33645.058594
Splitting cluster 18 changes total score from -20832608.000000 to -20831974.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (59797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Entering Unmasked Estep 
Score: -3144094.500000 Penalty: 1787.290527
	Iteration 0F: 2 clusters Score -3144094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3104032.000000 Penalty: 3574.581055
	Iteration 0F: 3 clusters Score -3104032 nChanged 28250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3120278.000000 Penalty: 3574.581055
	Iteration 1F: 3 clusters Score -3120278 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3121174.500000 Penalty: 3574.581055
	Iteration 2Q: 3 clusters Score -3121174 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3122752.250000 Penalty: 3574.581055
	Iteration 3F: 3 clusters Score -3122752 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3125376.750000 Penalty: 3574.581055
	Iteration 4F: 3 clusters Score -3125377 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3129516.750000 Penalty: 3574.581055
	Iteration 5F: 3 clusters Score -3129517 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3134596.000000 Penalty: 3574.581055
	Iteration 6F: 3 clusters Score -3134596 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3138745.250000 Penalty: 3574.581055
	Iteration 7F: 3 clusters Score -3138745 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3141097.500000 Penalty: 3574.581055
	Iteration 8Q: 3 clusters Score -3141098 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3142078.500000 Penalty: 3574.581055
	Iteration 9Q: 3 clusters Score -3142078 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3142426.000000 Penalty: 3574.581055
	Iteration 10Q: 3 clusters Score -3142426 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3142578.500000 Penalty: 3574.581055
	Iteration 11Q: 3 clusters Score -3142578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3142630.750000 Penalty: 3574.581055
	Iteration 12Q: 3 clusters Score -3142631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3142663.250000 Penalty: 3574.581055
	Iteration 13Q: 3 clusters Score -3142663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3142682.750000 Penalty: 3574.581055
	Iteration 14Q: 3 clusters Score -3142683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3142692.500000 Penalty: 3574.581055
	Iteration 15Q: 3 clusters Score -3142692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3142697.250000 Penalty: 3574.581055
	Iteration 16Q: 3 clusters Score -3142697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3142704.750000 Penalty: 3574.581055
	Iteration 17Q: 3 clusters Score -3142705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3142706.250000 Penalty: 3574.581055
	Iteration 18Q: 3 clusters Score -3142706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3142711.750000 Penalty: 3574.581055
	Iteration 19Q: 3 clusters Score -3142712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3142712.500000 Penalty: 3574.581055
	Iteration 20F: 3 clusters Score -3142712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1847 members 
Mstep: Class 3 contains 31525 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 8 contains 12738 members 
Mstep: Class 9 contains 51608 members 
Mstep: Class 10 contains 69800 members 
Mstep: Class 12 contains 64733 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 16 contains 30541 members 
Mstep: Class 17 contains 64310 members 
Mstep: Class 18 contains 10712 members 
Mstep: Class 22 contains 59797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832616.000000 Penalty: 31542.244141
Iteration 119Q: 16 clusters Score -2.083262e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1840 members 
Mstep: Class 3 contains 31516 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 2302 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 8 contains 12802 members 
Mstep: Class 9 contains 51598 members 
Mstep: Class 10 contains 69891 members 
Mstep: Class 12 contains 64718 members 
Mstep: Class 13 contains 3986 members 
Mstep: Class 16 contains 30529 members 
Mstep: Class 17 contains 64268 members 
Mstep: Class 18 contains 10716 members 
Mstep: Class 22 contains 59781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832624.000000 Penalty: 31542.244141
Iteration 120F: 16 clusters Score -2.083262e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 31511 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 8 contains 12846 members 
Mstep: Class 9 contains 51596 members 
Mstep: Class 10 contains 69980 members 
Mstep: Class 12 contains 64707 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 16 contains 30519 members 
Mstep: Class 17 contains 64221 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 22 contains 59760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832630.000000 Penalty: 31542.244141
Iteration 121Q: 16 clusters Score -2.083263e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1840 members 
Mstep: Class 3 contains 31500 members 
Mstep: Class 4 contains 1708 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 8 contains 12885 members 
Mstep: Class 9 contains 51594 members 
Mstep: Class 10 contains 70060 members 
Mstep: Class 12 contains 64697 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 16 contains 30509 members 
Mstep: Class 17 contains 64176 members 
Mstep: Class 18 contains 10722 members 
Mstep: Class 22 contains 59745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832670.000000 Penalty: 31542.244141
Iteration 122Q: 16 clusters Score -2.083267e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1834 members 
Mstep: Class 3 contains 31498 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 4463 members 
Mstep: Class 8 contains 12925 members 
Mstep: Class 9 contains 51587 members 
Mstep: Class 10 contains 70134 members 
Mstep: Class 12 contains 64689 members 
Mstep: Class 13 contains 3983 members 
Mstep: Class 16 contains 30505 members 
Mstep: Class 17 contains 64123 members 
Mstep: Class 18 contains 10728 members 
Mstep: Class 22 contains 59737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832676.000000 Penalty: 31542.244141
Iteration 123Q: 16 clusters Score -2.083268e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 31495 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 51584 members 
Mstep: Class 10 contains 70203 members 
Mstep: Class 12 contains 64684 members 
Mstep: Class 13 contains 3980 members 
Mstep: Class 16 contains 30489 members 
Mstep: Class 17 contains 64101 members 
Mstep: Class 18 contains 10734 members 
Mstep: Class 22 contains 59725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832678.000000 Penalty: 31542.244141
Iteration 124Q: 16 clusters Score -2.083268e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 31488 members 
Mstep: Class 4 contains 1658 members 
Mstep: Class 5 contains 2236 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 8 contains 12995 members 
Mstep: Class 9 contains 51578 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 12 contains 64677 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 16 contains 30476 members 
Mstep: Class 17 contains 64067 members 
Mstep: Class 18 contains 10738 members 
Mstep: Class 22 contains 59715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832696.000000 Penalty: 31542.244141
Iteration 125Q: 16 clusters Score -2.08327e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1791 members 
Mstep: Class 3 contains 31481 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 8 contains 13050 members 
Mstep: Class 9 contains 51566 members 
Mstep: Class 10 contains 70362 members 
Mstep: Class 12 contains 64660 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 16 contains 30463 members 
Mstep: Class 17 contains 64037 members 
Mstep: Class 18 contains 10741 members 
Mstep: Class 22 contains 59708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832692.000000 Penalty: 31542.244141
Iteration 126Q: 16 clusters Score -2.083269e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1780 members 
Mstep: Class 3 contains 31468 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 8 contains 13098 members 
Mstep: Class 9 contains 51564 members 
Mstep: Class 10 contains 70454 members 
Mstep: Class 12 contains 64650 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 16 contains 30448 members 
Mstep: Class 17 contains 63999 members 
Mstep: Class 18 contains 10744 members 
Mstep: Class 22 contains 59694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832762.000000 Penalty: 31542.244141
Iteration 127Q: 16 clusters Score -2.083276e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1769 members 
Mstep: Class 3 contains 31460 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 8 contains 13146 members 
Mstep: Class 9 contains 51557 members 
Mstep: Class 10 contains 70544 members 
Mstep: Class 12 contains 64639 members 
Mstep: Class 13 contains 3972 members 
Mstep: Class 16 contains 30437 members 
Mstep: Class 17 contains 63962 members 
Mstep: Class 18 contains 10750 members 
Mstep: Class 22 contains 59683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832816.000000 Penalty: 31542.244141
Iteration 128Q: 16 clusters Score -2.083282e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1755 members 
Mstep: Class 3 contains 31451 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 4433 members 
Mstep: Class 8 contains 13202 members 
Mstep: Class 9 contains 51544 members 
Mstep: Class 10 contains 70629 members 
Mstep: Class 12 contains 64631 members 
Mstep: Class 13 contains 3972 members 
Mstep: Class 16 contains 30424 members 
Mstep: Class 17 contains 63917 members 
Mstep: Class 18 contains 10760 members 
Mstep: Class 22 contains 59672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832826.000000 Penalty: 31542.244141
Iteration 129Q: 16 clusters Score -2.083283e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1741 members 
Mstep: Class 3 contains 31449 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 8 contains 13243 members 
Mstep: Class 9 contains 51537 members 
Mstep: Class 10 contains 70699 members 
Mstep: Class 12 contains 64626 members 
Mstep: Class 13 contains 3968 members 
Mstep: Class 16 contains 30410 members 
Mstep: Class 17 contains 63887 members 
Mstep: Class 18 contains 10767 members 
Mstep: Class 22 contains 59660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832854.000000 Penalty: 31542.244141
Iteration 130Q: 16 clusters Score -2.083285e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1729 members 
Mstep: Class 3 contains 31446 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 4424 members 
Mstep: Class 8 contains 13283 members 
Mstep: Class 9 contains 51529 members 
Mstep: Class 10 contains 70784 members 
Mstep: Class 12 contains 64614 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 16 contains 30401 members 
Mstep: Class 17 contains 63868 members 
Mstep: Class 18 contains 10768 members 
Mstep: Class 22 contains 59646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832864.000000 Penalty: 31542.244141
Iteration 131Q: 16 clusters Score -2.083286e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1723 members 
Mstep: Class 3 contains 31442 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 8 contains 13323 members 
Mstep: Class 9 contains 51517 members 
Mstep: Class 10 contains 70867 members 
Mstep: Class 12 contains 64602 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 16 contains 30392 members 
Mstep: Class 17 contains 63844 members 
Mstep: Class 18 contains 10770 members 
Mstep: Class 22 contains 59635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832946.000000 Penalty: 31542.244141
Iteration 132Q: 16 clusters Score -2.083295e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1710 members 
Mstep: Class 3 contains 31440 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 8 contains 13368 members 
Mstep: Class 9 contains 51514 members 
Mstep: Class 10 contains 70944 members 
Mstep: Class 12 contains 64590 members 
Mstep: Class 13 contains 3933 members 
Mstep: Class 16 contains 30383 members 
Mstep: Class 17 contains 63817 members 
Mstep: Class 18 contains 10772 members 
Mstep: Class 22 contains 59626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832908.000000 Penalty: 31542.244141
Iteration 133Q: 16 clusters Score -2.083291e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1701 members 
Mstep: Class 3 contains 31439 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 2119 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 8 contains 13413 members 
Mstep: Class 9 contains 51515 members 
Mstep: Class 10 contains 71019 members 
Mstep: Class 12 contains 64576 members 
Mstep: Class 13 contains 3912 members 
Mstep: Class 16 contains 30374 members 
Mstep: Class 17 contains 63791 members 
Mstep: Class 18 contains 10775 members 
Mstep: Class 22 contains 59612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832902.000000 Penalty: 31542.244141
Iteration 134Q: 16 clusters Score -2.08329e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1694 members 
Mstep: Class 3 contains 31439 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 51511 members 
Mstep: Class 10 contains 71108 members 
Mstep: Class 12 contains 64566 members 
Mstep: Class 13 contains 3891 members 
Mstep: Class 16 contains 30368 members 
Mstep: Class 17 contains 63742 members 
Mstep: Class 18 contains 10780 members 
Mstep: Class 22 contains 59603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832956.000000 Penalty: 31542.244141
Iteration 135Q: 16 clusters Score -2.083296e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1695 members 
Mstep: Class 3 contains 31432 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 2083 members 
Mstep: Class 6 contains 4403 members 
Mstep: Class 8 contains 13494 members 
Mstep: Class 9 contains 51507 members 
Mstep: Class 10 contains 71203 members 
Mstep: Class 12 contains 64560 members 
Mstep: Class 13 contains 3865 members 
Mstep: Class 16 contains 30361 members 
Mstep: Class 17 contains 63688 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 22 contains 59595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832944.000000 Penalty: 31542.244141
Iteration 136Q: 16 clusters Score -2.083294e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1697 members 
Mstep: Class 3 contains 31427 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 2063 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 8 contains 13522 members 
Mstep: Class 9 contains 51502 members 
Mstep: Class 10 contains 71294 members 
Mstep: Class 12 contains 64553 members 
Mstep: Class 13 contains 3845 members 
Mstep: Class 16 contains 30362 members 
Mstep: Class 17 contains 63636 members 
Mstep: Class 18 contains 10787 members 
Mstep: Class 22 contains 59579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832988.000000 Penalty: 31542.244141
Iteration 137Q: 16 clusters Score -2.083299e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1696 members 
Mstep: Class 3 contains 31425 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 8 contains 13547 members 
Mstep: Class 9 contains 51497 members 
Mstep: Class 10 contains 71382 members 
Mstep: Class 12 contains 64545 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 16 contains 30356 members 
Mstep: Class 17 contains 63592 members 
Mstep: Class 18 contains 10792 members 
Mstep: Class 22 contains 59562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832976.000000 Penalty: 31542.244141
Iteration 138Q: 16 clusters Score -2.083298e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1693 members 
Mstep: Class 3 contains 31421 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2032 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 8 contains 13575 members 
Mstep: Class 9 contains 51491 members 
Mstep: Class 10 contains 71475 members 
Mstep: Class 12 contains 64540 members 
Mstep: Class 13 contains 3822 members 
Mstep: Class 16 contains 30352 members 
Mstep: Class 17 contains 63544 members 
Mstep: Class 18 contains 10793 members 
Mstep: Class 22 contains 59555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833032.000000 Penalty: 31542.244141
Iteration 139Q: 16 clusters Score -2.083303e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 31416 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 8 contains 13604 members 
Mstep: Class 9 contains 51486 members 
Mstep: Class 10 contains 71552 members 
Mstep: Class 12 contains 64535 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 16 contains 30355 members 
Mstep: Class 17 contains 63490 members 
Mstep: Class 18 contains 10798 members 
Mstep: Class 22 contains 59548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833082.000000 Penalty: 31542.244141
Iteration 140F: 16 clusters Score -2.083308e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 31415 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 2006 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 8 contains 13635 members 
Mstep: Class 9 contains 51481 members 
Mstep: Class 10 contains 71639 members 
Mstep: Class 12 contains 64530 members 
Mstep: Class 13 contains 3797 members 
Mstep: Class 16 contains 30348 members 
Mstep: Class 17 contains 63436 members 
Mstep: Class 18 contains 10803 members 
Mstep: Class 22 contains 59540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833034.000000 Penalty: 31542.244141
Iteration 141Q: 16 clusters Score -2.083303e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1685 members 
Mstep: Class 3 contains 31411 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 8 contains 13663 members 
Mstep: Class 9 contains 51476 members 
Mstep: Class 10 contains 71725 members 
Mstep: Class 12 contains 64520 members 
Mstep: Class 13 contains 3784 members 
Mstep: Class 16 contains 30344 members 
Mstep: Class 17 contains 63390 members 
Mstep: Class 18 contains 10808 members 
Mstep: Class 22 contains 59534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833080.000000 Penalty: 31542.244141
Iteration 142Q: 16 clusters Score -2.083308e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1681 members 
Mstep: Class 3 contains 31408 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 8 contains 13692 members 
Mstep: Class 9 contains 51469 members 
Mstep: Class 10 contains 71791 members 
Mstep: Class 12 contains 64514 members 
Mstep: Class 13 contains 3773 members 
Mstep: Class 16 contains 30338 members 
Mstep: Class 17 contains 63347 members 
Mstep: Class 18 contains 10815 members 
Mstep: Class 22 contains 59528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833110.000000 Penalty: 31542.244141
Iteration 143Q: 16 clusters Score -2.083311e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 31404 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 8 contains 13718 members 
Mstep: Class 9 contains 51467 members 
Mstep: Class 10 contains 71843 members 
Mstep: Class 12 contains 64507 members 
Mstep: Class 13 contains 3772 members 
Mstep: Class 16 contains 30332 members 
Mstep: Class 17 contains 63310 members 
Mstep: Class 18 contains 10825 members 
Mstep: Class 22 contains 59520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833082.000000 Penalty: 31542.244141
Iteration 144Q: 16 clusters Score -2.083308e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 31402 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 1970 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 8 contains 13738 members 
Mstep: Class 9 contains 51464 members 
Mstep: Class 10 contains 71886 members 
Mstep: Class 12 contains 64500 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 16 contains 30329 members 
Mstep: Class 17 contains 63275 members 
Mstep: Class 18 contains 10831 members 
Mstep: Class 22 contains 59520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833082.000000 Penalty: 31542.244141
Iteration 145Q: 16 clusters Score -2.083308e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 31406 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 8 contains 13753 members 
Mstep: Class 9 contains 51455 members 
Mstep: Class 10 contains 71920 members 
Mstep: Class 12 contains 64506 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 16 contains 30324 members 
Mstep: Class 17 contains 63241 members 
Mstep: Class 18 contains 10835 members 
Mstep: Class 22 contains 59517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833052.000000 Penalty: 31542.244141
Iteration 146Q: 16 clusters Score -2.083305e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 31404 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 1959 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 8 contains 13771 members 
Mstep: Class 9 contains 51444 members 
Mstep: Class 10 contains 71959 members 
Mstep: Class 12 contains 64508 members 
Mstep: Class 13 contains 3754 members 
Mstep: Class 16 contains 30320 members 
Mstep: Class 17 contains 63219 members 
Mstep: Class 18 contains 10838 members 
Mstep: Class 22 contains 59513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833052.000000 Penalty: 31542.244141
Iteration 147Q: 16 clusters Score -2.083305e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 31400 members 
Mstep: Class 4 contains 1418 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 8 contains 13791 members 
Mstep: Class 9 contains 51440 members 
Mstep: Class 10 contains 71992 members 
Mstep: Class 12 contains 64508 members 
Mstep: Class 13 contains 3756 members 
Mstep: Class 16 contains 30317 members 
Mstep: Class 17 contains 63190 members 
Mstep: Class 18 contains 10840 members 
Mstep: Class 22 contains 59508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833070.000000 Penalty: 31542.244141
Iteration 148Q: 16 clusters Score -2.083307e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 31401 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 5 contains 1952 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 8 contains 13811 members 
Mstep: Class 9 contains 51439 members 
Mstep: Class 10 contains 72021 members 
Mstep: Class 12 contains 64509 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 16 contains 30318 members 
Mstep: Class 17 contains 63167 members 
Mstep: Class 18 contains 10841 members 
Mstep: Class 22 contains 59506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833038.000000 Penalty: 31542.244141
Iteration 149Q: 16 clusters Score -2.083304e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1667 members 
Mstep: Class 3 contains 31398 members 
Mstep: Class 4 contains 1406 members 
Mstep: Class 5 contains 1943 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13830 members 
Mstep: Class 9 contains 51438 members 
Mstep: Class 10 contains 72057 members 
Mstep: Class 12 contains 64511 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 16 contains 30314 members 
Mstep: Class 17 contains 63135 members 
Mstep: Class 18 contains 10843 members 
Mstep: Class 22 contains 59503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833058.000000 Penalty: 31542.244141
Iteration 150Q: 16 clusters Score -2.083306e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1663 members 
Mstep: Class 3 contains 31395 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13852 members 
Mstep: Class 9 contains 51438 members 
Mstep: Class 10 contains 72092 members 
Mstep: Class 12 contains 64513 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 16 contains 30311 members 
Mstep: Class 17 contains 63102 members 
Mstep: Class 18 contains 10846 members 
Mstep: Class 22 contains 59498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833112.000000 Penalty: 31542.244141
Iteration 151Q: 16 clusters Score -2.083311e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1659 members 
Mstep: Class 3 contains 31394 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13870 members 
Mstep: Class 9 contains 51437 members 
Mstep: Class 10 contains 72128 members 
Mstep: Class 12 contains 64513 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 16 contains 30309 members 
Mstep: Class 17 contains 63070 members 
Mstep: Class 18 contains 10848 members 
Mstep: Class 22 contains 59495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833102.000000 Penalty: 31542.244141
Iteration 152Q: 16 clusters Score -2.08331e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1654 members 
Mstep: Class 3 contains 31394 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 1926 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13879 members 
Mstep: Class 9 contains 51435 members 
Mstep: Class 10 contains 72172 members 
Mstep: Class 12 contains 64511 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 16 contains 30307 members 
Mstep: Class 17 contains 63043 members 
Mstep: Class 18 contains 10846 members 
Mstep: Class 22 contains 59489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833106.000000 Penalty: 31542.244141
Iteration 153Q: 16 clusters Score -2.083311e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 31395 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13888 members 
Mstep: Class 9 contains 51436 members 
Mstep: Class 10 contains 72212 members 
Mstep: Class 12 contains 64511 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 16 contains 30301 members 
Mstep: Class 17 contains 63011 members 
Mstep: Class 18 contains 10847 members 
Mstep: Class 22 contains 59481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833148.000000 Penalty: 31542.244141
Iteration 154Q: 16 clusters Score -2.083315e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 31394 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 1921 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13892 members 
Mstep: Class 9 contains 51433 members 
Mstep: Class 10 contains 72255 members 
Mstep: Class 12 contains 64512 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 16 contains 30299 members 
Mstep: Class 17 contains 62982 members 
Mstep: Class 18 contains 10846 members 
Mstep: Class 22 contains 59474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833152.000000 Penalty: 31542.244141
Iteration 155Q: 16 clusters Score -2.083315e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1650 members 
Mstep: Class 3 contains 31391 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13893 members 
Mstep: Class 9 contains 51430 members 
Mstep: Class 10 contains 72302 members 
Mstep: Class 12 contains 64513 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 16 contains 30294 members 
Mstep: Class 17 contains 62963 members 
Mstep: Class 18 contains 10848 members 
Mstep: Class 22 contains 59464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833110.000000 Penalty: 31542.244141
Iteration 156Q: 16 clusters Score -2.083311e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 31390 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13893 members 
Mstep: Class 9 contains 51429 members 
Mstep: Class 10 contains 72356 members 
Mstep: Class 12 contains 64508 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 16 contains 30286 members 
Mstep: Class 17 contains 62930 members 
Mstep: Class 18 contains 10850 members 
Mstep: Class 22 contains 59458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833106.000000 Penalty: 31542.244141
Iteration 157Q: 16 clusters Score -2.083311e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1647 members 
Mstep: Class 3 contains 31391 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13896 members 
Mstep: Class 9 contains 51430 members 
Mstep: Class 10 contains 72409 members 
Mstep: Class 12 contains 64508 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 16 contains 30278 members 
Mstep: Class 17 contains 62892 members 
Mstep: Class 18 contains 10852 members 
Mstep: Class 22 contains 59451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833110.000000 Penalty: 31542.244141
Iteration 158Q: 16 clusters Score -2.083311e+07 nChanged 85
Entering ConstructFrom: 
Score: -20833110.000000 Penalty: 31542.244141
Entering ConstructFrom: 
Trying to split cluster 1 (6633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Entering Unmasked Estep 
Score: -344703.156250 Penalty: 1429.969482
	Iteration 0F: 2 clusters Score -344703.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -339656.187500 Penalty: 2859.938965
	Iteration 0F: 3 clusters Score -339656.2 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -341061.906250 Penalty: 2859.938965
	Iteration 1F: 3 clusters Score -341061.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -341278.093750 Penalty: 2859.938965
	Iteration 2F: 3 clusters Score -341278.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -341412.625000 Penalty: 2859.938965
	Iteration 3F: 3 clusters Score -341412.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -341520.531250 Penalty: 2859.938965
	Iteration 4Q: 3 clusters Score -341520.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -341638.750000 Penalty: 2859.938965
	Iteration 5Q: 3 clusters Score -341638.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -341749.687500 Penalty: 2859.938965
	Iteration 6Q: 3 clusters Score -341749.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -341849.937500 Penalty: 2859.938965
	Iteration 7Q: 3 clusters Score -341849.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -341950.062500 Penalty: 2859.938965
	Iteration 8Q: 3 clusters Score -341950.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -342075.656250 Penalty: 2859.938965
	Iteration 9Q: 3 clusters Score -342075.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -342215.875000 Penalty: 2859.938965
	Iteration 10Q: 3 clusters Score -342215.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -342391.781250 Penalty: 2859.938965
	Iteration 11Q: 3 clusters Score -342391.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -342566.562500 Penalty: 2859.938965
	Iteration 12Q: 3 clusters Score -342566.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -342754.281250 Penalty: 2859.938965
	Iteration 13Q: 3 clusters Score -342754.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -342905.625000 Penalty: 2859.938965
	Iteration 14Q: 3 clusters Score -342905.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -343020.843750 Penalty: 2859.938965
	Iteration 15Q: 3 clusters Score -343020.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -343094.281250 Penalty: 2859.938965
	Iteration 16Q: 3 clusters Score -343094.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -343141.531250 Penalty: 2859.938965
	Iteration 17Q: 3 clusters Score -343141.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -343171.906250 Penalty: 2859.938965
	Iteration 18Q: 3 clusters Score -343171.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -343196.500000 Penalty: 2859.938965
	Iteration 19Q: 3 clusters Score -343196.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -343211.750000 Penalty: 2859.938965
	Iteration 20F: 3 clusters Score -343211.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -343227.437500 Penalty: 2859.938965
	Iteration 21Q: 3 clusters Score -343227.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -343246.718750 Penalty: 2859.938965
	Iteration 22Q: 3 clusters Score -343246.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -343263.937500 Penalty: 2859.938965
	Iteration 23Q: 3 clusters Score -343263.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -343282.562500 Penalty: 2859.938965
	Iteration 24Q: 3 clusters Score -343282.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -343300.562500 Penalty: 2859.938965
	Iteration 25Q: 3 clusters Score -343300.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -343318.781250 Penalty: 2859.938965
	Iteration 26Q: 3 clusters Score -343318.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -343332.750000 Penalty: 2859.938965
	Iteration 27Q: 3 clusters Score -343332.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -343347.531250 Penalty: 2859.938965
	Iteration 28Q: 3 clusters Score -343347.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -343357.687500 Penalty: 2859.938965
	Iteration 29Q: 3 clusters Score -343357.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -343366.156250 Penalty: 2859.938965
	Iteration 30Q: 3 clusters Score -343366.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -343374.875000 Penalty: 2859.938965
	Iteration 31Q: 3 clusters Score -343374.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -343387.031250 Penalty: 2859.938965
	Iteration 32Q: 3 clusters Score -343387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -343397.218750 Penalty: 2859.938965
	Iteration 33Q: 3 clusters Score -343397.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -343405.562500 Penalty: 2859.938965
	Iteration 34Q: 3 clusters Score -343405.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -343413.343750 Penalty: 2859.938965
	Iteration 35Q: 3 clusters Score -343413.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -343416.656250 Penalty: 2859.938965
	Iteration 36Q: 3 clusters Score -343416.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -343419.437500 Penalty: 2859.938965
	Iteration 37Q: 3 clusters Score -343419.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -343420.906250 Penalty: 2859.938965
	Iteration 38Q: 3 clusters Score -343420.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -343422.125000 Penalty: 2859.938965
	Iteration 39Q: 3 clusters Score -343422.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -343424.843750 Penalty: 2859.938965
	Iteration 40F: 3 clusters Score -343424.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -343426.687500 Penalty: 2859.938965
	Iteration 41Q: 3 clusters Score -343426.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -343428.687500 Penalty: 2859.938965
	Iteration 42Q: 3 clusters Score -343428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -343428.593750 Penalty: 2859.938965
	Iteration 43Q: 3 clusters Score -343428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -343429.437500 Penalty: 2859.938965
	Iteration 44Q: 3 clusters Score -343429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -343429.343750 Penalty: 2859.938965
	Iteration 45Q: 3 clusters Score -343429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -343430.562500 Penalty: 2859.938965
	Iteration 46Q: 3 clusters Score -343430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -343430.781250 Penalty: 2859.938965
	Iteration 47Q: 3 clusters Score -343430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -343432.031250 Penalty: 2859.938965
	Iteration 48Q: 3 clusters Score -343432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -343432.156250 Penalty: 2859.938965
	Iteration 49Q: 3 clusters Score -343432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -343432.812500 Penalty: 2859.938965
	Iteration 50Q: 3 clusters Score -343432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -343432.281250 Penalty: 2859.938965
	Iteration 51Q: 3 clusters Score -343432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -343433.125000 Penalty: 2859.938965
	Iteration 52Q: 3 clusters Score -343433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -343433.125000 Penalty: 2859.938965
	Iteration 53F: 3 clusters Score -343433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -92285.937500 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -92285.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -90405.609375 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -90405.61 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -90794.203125 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -90794.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -90884.250000 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -90884.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -90929.742188 Penalty: 2406.983398
	Iteration 3Q: 3 clusters Score -90929.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -90954.523438 Penalty: 2406.983398
	Iteration 4Q: 3 clusters Score -90954.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -90971.546875 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -90971.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -90990.414062 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -90990.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -91004.187500 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -91004.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -91011.929688 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -91011.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -91018.203125 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -91018.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -91023.898438 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -91023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -91026.101562 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -91026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -91027.617188 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -91027.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -91028.898438 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -91028.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -91029.890625 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -91029.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -91032.500000 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -91032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -91034.375000 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -91034.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -91035.625000 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -91035.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -91036.671875 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -91036.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -91036.968750 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -91036.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -91037.046875 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -91037.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Entering Unmasked Estep 
Score: -1643721.750000 Penalty: 1682.564697
	Iteration 0F: 2 clusters Score -1643722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1622633.375000 Penalty: 3365.129395
	Iteration 0F: 3 clusters Score -1622633 nChanged 14436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1630527.500000 Penalty: 3365.129395
	Iteration 1F: 3 clusters Score -1630528 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1630958.500000 Penalty: 3365.129395
	Iteration 2Q: 3 clusters Score -1630958 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1631479.250000 Penalty: 3365.129395
	Iteration 3Q: 3 clusters Score -1631479 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1632065.750000 Penalty: 3365.129395
	Iteration 4Q: 3 clusters Score -1632066 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1632645.125000 Penalty: 3365.129395
	Iteration 5Q: 3 clusters Score -1632645 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1633271.750000 Penalty: 3365.129395
	Iteration 6Q: 3 clusters Score -1633272 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -1634019.375000 Penalty: 3365.129395
	Iteration 7Q: 3 clusters Score -1634019 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1635024.500000 Penalty: 3365.129395
	Iteration 8F: 3 clusters Score -1635024 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -1636237.625000 Penalty: 3365.129395
	Iteration 9F: 3 clusters Score -1636238 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -1637537.750000 Penalty: 3365.129395
	Iteration 10F: 3 clusters Score -1637538 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -1638522.750000 Penalty: 3365.129395
	Iteration 11F: 3 clusters Score -1638523 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -1639218.625000 Penalty: 3365.129395
	Iteration 12Q: 3 clusters Score -1639219 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -1639761.750000 Penalty: 3365.129395
	Iteration 13Q: 3 clusters Score -1639762 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -1640224.875000 Penalty: 3365.129395
	Iteration 14Q: 3 clusters Score -1640225 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -1640673.250000 Penalty: 3365.129395
	Iteration 15Q: 3 clusters Score -1640673 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -1641135.625000 Penalty: 3365.129395
	Iteration 16Q: 3 clusters Score -1641136 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -1641598.375000 Penalty: 3365.129395
	Iteration 17Q: 3 clusters Score -1641598 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -1642065.625000 Penalty: 3365.129395
	Iteration 18Q: 3 clusters Score -1642066 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -1642514.375000 Penalty: 3365.129395
	Iteration 19Q: 3 clusters Score -1642514 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -1642870.875000 Penalty: 3365.129395
	Iteration 20F: 3 clusters Score -1642871 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -1643142.375000 Penalty: 3365.129395
	Iteration 21Q: 3 clusters Score -1643142 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -1643313.250000 Penalty: 3365.129395
	Iteration 22Q: 3 clusters Score -1643313 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -1643405.250000 Penalty: 3365.129395
	Iteration 23Q: 3 clusters Score -1643405 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -1643466.250000 Penalty: 3365.129395
	Iteration 24Q: 3 clusters Score -1643466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -1643503.500000 Penalty: 3365.129395
	Iteration 25Q: 3 clusters Score -1643504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -1643534.250000 Penalty: 3365.129395
	Iteration 26Q: 3 clusters Score -1643534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -1643555.250000 Penalty: 3365.129395
	Iteration 27Q: 3 clusters Score -1643555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -1643567.125000 Penalty: 3365.129395
	Iteration 28Q: 3 clusters Score -1643567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -1643573.500000 Penalty: 3365.129395
	Iteration 29Q: 3 clusters Score -1643574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -1643583.000000 Penalty: 3365.129395
	Iteration 30Q: 3 clusters Score -1643583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -1643584.875000 Penalty: 3365.129395
	Iteration 31Q: 3 clusters Score -1643585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -1643587.750000 Penalty: 3365.129395
	Iteration 32Q: 3 clusters Score -1643588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -1643587.250000 Penalty: 3365.129395
	Iteration 33Q: 3 clusters Score -1643587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -1643587.750000 Penalty: 3365.129395
	Iteration 34Q: 3 clusters Score -1643588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -1643586.250000 Penalty: 3365.129395
	Iteration 35Q: 3 clusters Score -1643586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -1643587.500000 Penalty: 3365.129395
	Iteration 36Q: 3 clusters Score -1643588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -1643589.500000 Penalty: 3365.129395
	Iteration 37Q: 3 clusters Score -1643590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -1643589.500000 Penalty: 3365.129395
	Iteration 38F: 3 clusters Score -1643590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -76008.843750 Penalty: 1176.722046
	Iteration 0F: 2 clusters Score -76008.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -74295.117188 Penalty: 2353.444092
	Iteration 0F: 3 clusters Score -74295.12 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -74601.078125 Penalty: 2353.444092
	Iteration 1F: 3 clusters Score -74601.08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -74678.164062 Penalty: 2353.444092
	Iteration 2F: 3 clusters Score -74678.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -74726.515625 Penalty: 2353.444092
	Iteration 3Q: 3 clusters Score -74726.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -74751.562500 Penalty: 2353.444092
	Iteration 4Q: 3 clusters Score -74751.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -74767.335938 Penalty: 2353.444092
	Iteration 5Q: 3 clusters Score -74767.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -74777.257812 Penalty: 2353.444092
	Iteration 6Q: 3 clusters Score -74777.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -74782.882812 Penalty: 2353.444092
	Iteration 7Q: 3 clusters Score -74782.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -74788.039062 Penalty: 2353.444092
	Iteration 8Q: 3 clusters Score -74788.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -74789.929688 Penalty: 2353.444092
	Iteration 9Q: 3 clusters Score -74789.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -74793.937500 Penalty: 2353.444092
	Iteration 10Q: 3 clusters Score -74793.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -74796.117188 Penalty: 2353.444092
	Iteration 11Q: 3 clusters Score -74796.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -74798.343750 Penalty: 2353.444092
	Iteration 12Q: 3 clusters Score -74798.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -74800.406250 Penalty: 2353.444092
	Iteration 13Q: 3 clusters Score -74800.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -74803.320312 Penalty: 2353.444092
	Iteration 14Q: 3 clusters Score -74803.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -74805.445312 Penalty: 2353.444092
	Iteration 15Q: 3 clusters Score -74805.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -74806.046875 Penalty: 2353.444092
	Iteration 16Q: 3 clusters Score -74806.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -74806.046875 Penalty: 2353.444092
	Iteration 17F: 3 clusters Score -74806.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -106387.015625 Penalty: 1227.579346
	Iteration 0F: 2 clusters Score -106387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -104338.914062 Penalty: 2455.158691
	Iteration 0F: 3 clusters Score -104338.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -104766.640625 Penalty: 2455.158691
	Iteration 1F: 3 clusters Score -104766.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -104859.960938 Penalty: 2455.158691
	Iteration 2F: 3 clusters Score -104860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -104899.632812 Penalty: 2455.158691
	Iteration 3Q: 3 clusters Score -104899.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -104924.695312 Penalty: 2455.158691
	Iteration 4Q: 3 clusters Score -104924.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -104943.382812 Penalty: 2455.158691
	Iteration 5Q: 3 clusters Score -104943.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -104955.539062 Penalty: 2455.158691
	Iteration 6Q: 3 clusters Score -104955.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -104965.859375 Penalty: 2455.158691
	Iteration 7Q: 3 clusters Score -104965.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -104971.554688 Penalty: 2455.158691
	Iteration 8Q: 3 clusters Score -104971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -104972.265625 Penalty: 2455.158691
	Iteration 9Q: 3 clusters Score -104972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -104973.781250 Penalty: 2455.158691
	Iteration 10Q: 3 clusters Score -104973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -104976.804688 Penalty: 2455.158691
	Iteration 11Q: 3 clusters Score -104976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -104980.046875 Penalty: 2455.158691
	Iteration 12Q: 3 clusters Score -104980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -104981.679688 Penalty: 2455.158691
	Iteration 13Q: 3 clusters Score -104981.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -104983.257812 Penalty: 2455.158691
	Iteration 14Q: 3 clusters Score -104983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -104985.429688 Penalty: 2455.158691
	Iteration 15Q: 3 clusters Score -104985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -104988.125000 Penalty: 2455.158691
	Iteration 16Q: 3 clusters Score -104988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -104989.320312 Penalty: 2455.158691
	Iteration 17Q: 3 clusters Score -104989.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -104990.812500 Penalty: 2455.158691
	Iteration 18Q: 3 clusters Score -104990.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -104993.710938 Penalty: 2455.158691
	Iteration 19Q: 3 clusters Score -104993.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -104997.054688 Penalty: 2455.158691
	Iteration 20F: 3 clusters Score -104997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -104997.968750 Penalty: 2455.158691
	Iteration 21Q: 3 clusters Score -104998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -104997.968750 Penalty: 2455.158691
	Iteration 22F: 3 clusters Score -104998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -228207.578125 Penalty: 1363.012207
	Iteration 0F: 2 clusters Score -228207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -224546.359375 Penalty: 2726.024414
	Iteration 0F: 3 clusters Score -224546.4 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -225524.390625 Penalty: 2726.024414
	Iteration 1F: 3 clusters Score -225524.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -225684.531250 Penalty: 2726.024414
	Iteration 2F: 3 clusters Score -225684.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -225791.062500 Penalty: 2726.024414
	Iteration 3F: 3 clusters Score -225791.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -225873.468750 Penalty: 2726.024414
	Iteration 4Q: 3 clusters Score -225873.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -225946.437500 Penalty: 2726.024414
	Iteration 5Q: 3 clusters Score -225946.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -226014.187500 Penalty: 2726.024414
	Iteration 6Q: 3 clusters Score -226014.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -226069.812500 Penalty: 2726.024414
	Iteration 7Q: 3 clusters Score -226069.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -226122.140625 Penalty: 2726.024414
	Iteration 8Q: 3 clusters Score -226122.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -226183.515625 Penalty: 2726.024414
	Iteration 9Q: 3 clusters Score -226183.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -226250.718750 Penalty: 2726.024414
	Iteration 10Q: 3 clusters Score -226250.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -226316.234375 Penalty: 2726.024414
	Iteration 11Q: 3 clusters Score -226316.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -226385.671875 Penalty: 2726.024414
	Iteration 12Q: 3 clusters Score -226385.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -226476.890625 Penalty: 2726.024414
	Iteration 13Q: 3 clusters Score -226476.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -226587.875000 Penalty: 2726.024414
	Iteration 14Q: 3 clusters Score -226587.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -226696.437500 Penalty: 2726.024414
	Iteration 15Q: 3 clusters Score -226696.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -226785.031250 Penalty: 2726.024414
	Iteration 16Q: 3 clusters Score -226785 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -226848.921875 Penalty: 2726.024414
	Iteration 17Q: 3 clusters Score -226848.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -226892.468750 Penalty: 2726.024414
	Iteration 18Q: 3 clusters Score -226892.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -226935.546875 Penalty: 2726.024414
	Iteration 19Q: 3 clusters Score -226935.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -226965.390625 Penalty: 2726.024414
	Iteration 20F: 3 clusters Score -226965.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -226987.406250 Penalty: 2726.024414
	Iteration 21Q: 3 clusters Score -226987.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -227005.609375 Penalty: 2726.024414
	Iteration 22Q: 3 clusters Score -227005.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -227018.171875 Penalty: 2726.024414
	Iteration 23Q: 3 clusters Score -227018.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -227023.390625 Penalty: 2726.024414
	Iteration 24Q: 3 clusters Score -227023.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -227032.859375 Penalty: 2726.024414
	Iteration 25Q: 3 clusters Score -227032.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -227042.968750 Penalty: 2726.024414
	Iteration 26Q: 3 clusters Score -227043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -227048.859375 Penalty: 2726.024414
	Iteration 27Q: 3 clusters Score -227048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -227056.500000 Penalty: 2726.024414
	Iteration 28Q: 3 clusters Score -227056.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -227065.187500 Penalty: 2726.024414
	Iteration 29Q: 3 clusters Score -227065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -227073.734375 Penalty: 2726.024414
	Iteration 30Q: 3 clusters Score -227073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -227076.765625 Penalty: 2726.024414
	Iteration 31Q: 3 clusters Score -227076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -227082.468750 Penalty: 2726.024414
	Iteration 32Q: 3 clusters Score -227082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -227086.875000 Penalty: 2726.024414
	Iteration 33Q: 3 clusters Score -227086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -227088.250000 Penalty: 2726.024414
	Iteration 34Q: 3 clusters Score -227088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -227090.296875 Penalty: 2726.024414
	Iteration 35Q: 3 clusters Score -227090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -227093.046875 Penalty: 2726.024414
	Iteration 36Q: 3 clusters Score -227093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -227093.046875 Penalty: 2726.024414
	Iteration 37F: 3 clusters Score -227093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Entering Unmasked Estep 
Score: -742443.000000 Penalty: 1550.168823
	Iteration 0F: 2 clusters Score -742443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -732772.812500 Penalty: 3100.337646
	Iteration 0F: 3 clusters Score -732772.8 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -736354.812500 Penalty: 3100.337646
	Iteration 1F: 3 clusters Score -736354.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -736761.625000 Penalty: 3100.337646
	Iteration 2F: 3 clusters Score -736761.6 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -737152.250000 Penalty: 3100.337646
	Iteration 3F: 3 clusters Score -737152.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -737575.625000 Penalty: 3100.337646
	Iteration 4F: 3 clusters Score -737575.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -738065.125000 Penalty: 3100.337646
	Iteration 5F: 3 clusters Score -738065.1 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -738647.187500 Penalty: 3100.337646
	Iteration 6F: 3 clusters Score -738647.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -739287.750000 Penalty: 3100.337646
	Iteration 7F: 3 clusters Score -739287.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -739840.687500 Penalty: 3100.337646
	Iteration 8Q: 3 clusters Score -739840.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -740220.750000 Penalty: 3100.337646
	Iteration 9Q: 3 clusters Score -740220.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -740432.687500 Penalty: 3100.337646
	Iteration 10Q: 3 clusters Score -740432.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -740577.062500 Penalty: 3100.337646
	Iteration 11Q: 3 clusters Score -740577.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -740675.250000 Penalty: 3100.337646
	Iteration 12Q: 3 clusters Score -740675.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -740740.000000 Penalty: 3100.337646
	Iteration 13Q: 3 clusters Score -740740 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -740784.000000 Penalty: 3100.337646
	Iteration 14Q: 3 clusters Score -740784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -740821.250000 Penalty: 3100.337646
	Iteration 15Q: 3 clusters Score -740821.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -740851.937500 Penalty: 3100.337646
	Iteration 16Q: 3 clusters Score -740851.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -740884.875000 Penalty: 3100.337646
	Iteration 17Q: 3 clusters Score -740884.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -740904.250000 Penalty: 3100.337646
	Iteration 18Q: 3 clusters Score -740904.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -740923.812500 Penalty: 3100.337646
	Iteration 19Q: 3 clusters Score -740923.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -740936.625000 Penalty: 3100.337646
	Iteration 20F: 3 clusters Score -740936.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -740942.625000 Penalty: 3100.337646
	Iteration 21Q: 3 clusters Score -740942.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -740951.562500 Penalty: 3100.337646
	Iteration 22Q: 3 clusters Score -740951.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -740962.937500 Penalty: 3100.337646
	Iteration 23Q: 3 clusters Score -740962.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -740966.875000 Penalty: 3100.337646
	Iteration 24Q: 3 clusters Score -740966.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -740971.000000 Penalty: 3100.337646
	Iteration 25Q: 3 clusters Score -740971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -740978.187500 Penalty: 3100.337646
	Iteration 26Q: 3 clusters Score -740978.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -740986.687500 Penalty: 3100.337646
	Iteration 27Q: 3 clusters Score -740986.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -740997.937500 Penalty: 3100.337646
	Iteration 28Q: 3 clusters Score -740997.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -741006.062500 Penalty: 3100.337646
	Iteration 29Q: 3 clusters Score -741006.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -741013.875000 Penalty: 3100.337646
	Iteration 30Q: 3 clusters Score -741013.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -741019.937500 Penalty: 3100.337646
	Iteration 31Q: 3 clusters Score -741019.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -741030.000000 Penalty: 3100.337646
	Iteration 32Q: 3 clusters Score -741030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -741035.125000 Penalty: 3100.337646
	Iteration 33Q: 3 clusters Score -741035.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -741042.875000 Penalty: 3100.337646
	Iteration 34Q: 3 clusters Score -741042.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -741048.312500 Penalty: 3100.337646
	Iteration 35Q: 3 clusters Score -741048.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -741049.375000 Penalty: 3100.337646
	Iteration 36Q: 3 clusters Score -741049.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -741055.375000 Penalty: 3100.337646
	Iteration 37Q: 3 clusters Score -741055.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -741062.375000 Penalty: 3100.337646
	Iteration 38Q: 3 clusters Score -741062.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -741065.875000 Penalty: 3100.337646
	Iteration 39Q: 3 clusters Score -741065.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -741069.937500 Penalty: 3100.337646
	Iteration 40F: 3 clusters Score -741069.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -741074.250000 Penalty: 3100.337646
	Iteration 41Q: 3 clusters Score -741074.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -741078.125000 Penalty: 3100.337646
	Iteration 42Q: 3 clusters Score -741078.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -741084.375000 Penalty: 3100.337646
	Iteration 43Q: 3 clusters Score -741084.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -741089.062500 Penalty: 3100.337646
	Iteration 44Q: 3 clusters Score -741089.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -741093.437500 Penalty: 3100.337646
	Iteration 45Q: 3 clusters Score -741093.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -741099.187500 Penalty: 3100.337646
	Iteration 46Q: 3 clusters Score -741099.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -741102.437500 Penalty: 3100.337646
	Iteration 47Q: 3 clusters Score -741102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -741106.625000 Penalty: 3100.337646
	Iteration 48Q: 3 clusters Score -741106.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -741109.937500 Penalty: 3100.337646
	Iteration 49Q: 3 clusters Score -741109.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -741114.562500 Penalty: 3100.337646
	Iteration 50Q: 3 clusters Score -741114.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -741117.750000 Penalty: 3100.337646
	Iteration 51Q: 3 clusters Score -741117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -741119.437500 Penalty: 3100.337646
	Iteration 52Q: 3 clusters Score -741119.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -741123.000000 Penalty: 3100.337646
	Iteration 53Q: 3 clusters Score -741123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -741125.625000 Penalty: 3100.337646
	Iteration 54Q: 3 clusters Score -741125.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -741126.750000 Penalty: 3100.337646
	Iteration 55Q: 3 clusters Score -741126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -741130.812500 Penalty: 3100.337646
	Iteration 56Q: 3 clusters Score -741130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -741133.687500 Penalty: 3100.337646
	Iteration 57Q: 3 clusters Score -741133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -741136.000000 Penalty: 3100.337646
	Iteration 58Q: 3 clusters Score -741136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -741141.437500 Penalty: 3100.337646
	Iteration 59Q: 3 clusters Score -741141.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -741145.625000 Penalty: 3100.337646
	Iteration 60F: 3 clusters Score -741145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -741147.250000 Penalty: 3100.337646
	Iteration 61Q: 3 clusters Score -741147.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -741150.312500 Penalty: 3100.337646
	Iteration 62Q: 3 clusters Score -741150.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -741154.937500 Penalty: 3100.337646
	Iteration 63Q: 3 clusters Score -741154.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -741158.562500 Penalty: 3100.337646
	Iteration 64Q: 3 clusters Score -741158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -741161.062500 Penalty: 3100.337646
	Iteration 65Q: 3 clusters Score -741161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -741161.312500 Penalty: 3100.337646
	Iteration 66Q: 3 clusters Score -741161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -741161.437500 Penalty: 3100.337646
	Iteration 67Q: 3 clusters Score -741161.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -741161.937500 Penalty: 3100.337646
	Iteration 68Q: 3 clusters Score -741161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -741161.937500 Penalty: 3100.337646
	Iteration 69F: 3 clusters Score -741161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Entering Unmasked Estep 
Score: -2715561.000000 Penalty: 1762.780396
	Iteration 0F: 2 clusters Score -2715561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -2681227.250000 Penalty: 3525.560791
	Iteration 0F: 3 clusters Score -2681227 nChanged 24063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -2694546.250000 Penalty: 3525.560791
	Iteration 1F: 3 clusters Score -2694546 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2694922.750000 Penalty: 3525.560791
	Iteration 2Q: 3 clusters Score -2694923 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -2695331.250000 Penalty: 3525.560791
	Iteration 3Q: 3 clusters Score -2695331 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2695830.000000 Penalty: 3525.560791
	Iteration 4Q: 3 clusters Score -2695830 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2696394.000000 Penalty: 3525.560791
	Iteration 5Q: 3 clusters Score -2696394 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2697157.000000 Penalty: 3525.560791
	Iteration 6Q: 3 clusters Score -2697157 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2698295.750000 Penalty: 3525.560791
	Iteration 7Q: 3 clusters Score -2698296 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2699951.250000 Penalty: 3525.560791
	Iteration 8F: 3 clusters Score -2699951 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2702171.750000 Penalty: 3525.560791
	Iteration 9F: 3 clusters Score -2702172 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2704932.250000 Penalty: 3525.560791
	Iteration 10F: 3 clusters Score -2704932 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2707840.750000 Penalty: 3525.560791
	Iteration 11F: 3 clusters Score -2707841 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2710137.500000 Penalty: 3525.560791
	Iteration 12F: 3 clusters Score -2710138 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2711840.000000 Penalty: 3525.560791
	Iteration 13Q: 3 clusters Score -2711840 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2712822.000000 Penalty: 3525.560791
	Iteration 14Q: 3 clusters Score -2712822 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2713381.000000 Penalty: 3525.560791
	Iteration 15Q: 3 clusters Score -2713381 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2713674.500000 Penalty: 3525.560791
	Iteration 16Q: 3 clusters Score -2713674 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2713790.750000 Penalty: 3525.560791
	Iteration 17Q: 3 clusters Score -2713791 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2713871.500000 Penalty: 3525.560791
	Iteration 18Q: 3 clusters Score -2713872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2713935.250000 Penalty: 3525.560791
	Iteration 19Q: 3 clusters Score -2713935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2713970.000000 Penalty: 3525.560791
	Iteration 20F: 3 clusters Score -2713970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2713988.000000 Penalty: 3525.560791
	Iteration 21Q: 3 clusters Score -2713988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2714002.750000 Penalty: 3525.560791
	Iteration 22Q: 3 clusters Score -2714003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2714008.750000 Penalty: 3525.560791
	Iteration 23Q: 3 clusters Score -2714009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2714014.500000 Penalty: 3525.560791
	Iteration 24Q: 3 clusters Score -2714014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2714019.750000 Penalty: 3525.560791
	Iteration 25Q: 3 clusters Score -2714020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2714024.000000 Penalty: 3525.560791
	Iteration 26Q: 3 clusters Score -2714024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2714025.500000 Penalty: 3525.560791
	Iteration 27Q: 3 clusters Score -2714026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2714035.000000 Penalty: 3525.560791
	Iteration 28Q: 3 clusters Score -2714035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2714034.500000 Penalty: 3525.560791
	Iteration 29Q: 3 clusters Score -2714034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2714040.000000 Penalty: 3525.560791
	Iteration 30Q: 3 clusters Score -2714040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2714041.500000 Penalty: 3525.560791
	Iteration 31Q: 3 clusters Score -2714042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2714041.500000 Penalty: 3525.560791
	Iteration 32F: 3 clusters Score -2714042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Entering Unmasked Estep 
Score: -3741433.750000 Penalty: 1818.507935
	Iteration 0F: 2 clusters Score -3741434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -3693171.000000 Penalty: 3637.015869
	Iteration 0F: 3 clusters Score -3693171 nChanged 34221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -3712552.500000 Penalty: 3637.015869
	Iteration 1F: 3 clusters Score -3712552 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -3713180.500000 Penalty: 3637.015869
	Iteration 2Q: 3 clusters Score -3713180 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3714041.000000 Penalty: 3637.015869
	Iteration 3Q: 3 clusters Score -3714041 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -3715465.000000 Penalty: 3637.015869
	Iteration 4Q: 3 clusters Score -3715465 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3718032.500000 Penalty: 3637.015869
	Iteration 5F: 3 clusters Score -3718032 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3722254.500000 Penalty: 3637.015869
	Iteration 6F: 3 clusters Score -3722254 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3727849.500000 Penalty: 3637.015869
	Iteration 7F: 3 clusters Score -3727850 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3733306.000000 Penalty: 3637.015869
	Iteration 8F: 3 clusters Score -3733306 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3737482.250000 Penalty: 3637.015869
	Iteration 9Q: 3 clusters Score -3737482 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3739573.000000 Penalty: 3637.015869
	Iteration 10Q: 3 clusters Score -3739573 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3740109.000000 Penalty: 3637.015869
	Iteration 11Q: 3 clusters Score -3740109 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3740252.500000 Penalty: 3637.015869
	Iteration 12Q: 3 clusters Score -3740252 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3740301.750000 Penalty: 3637.015869
	Iteration 13Q: 3 clusters Score -3740302 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3740330.000000 Penalty: 3637.015869
	Iteration 14Q: 3 clusters Score -3740330 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3740354.250000 Penalty: 3637.015869
	Iteration 15Q: 3 clusters Score -3740354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3740366.500000 Penalty: 3637.015869
	Iteration 16Q: 3 clusters Score -3740366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3740389.000000 Penalty: 3637.015869
	Iteration 17Q: 3 clusters Score -3740389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3740381.500000 Penalty: 3637.015869
	Iteration 18Q: 3 clusters Score -3740382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3740387.750000 Penalty: 3637.015869
	Iteration 19Q: 3 clusters Score -3740388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3740390.750000 Penalty: 3637.015869
	Iteration 20F: 3 clusters Score -3740391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3740384.250000 Penalty: 3637.015869
	Iteration 21Q: 3 clusters Score -3740384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67476 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3740383.250000 Penalty: 3637.015869
	Iteration 22Q: 3 clusters Score -3740383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3740382.750000 Penalty: 3637.015869
	Iteration 23Q: 3 clusters Score -3740383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3740385.750000 Penalty: 3637.015869
	Iteration 24Q: 3 clusters Score -3740386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3740382.000000 Penalty: 3637.015869
	Iteration 25Q: 3 clusters Score -3740382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3740392.750000 Penalty: 3637.015869
	Iteration 26Q: 3 clusters Score -3740393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3740392.250000 Penalty: 3637.015869
	Iteration 27Q: 3 clusters Score -3740392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3740393.500000 Penalty: 3637.015869
	Iteration 28Q: 3 clusters Score -3740394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -3740389.250000 Penalty: 3637.015869
	Iteration 29Q: 3 clusters Score -3740389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3740393.250000 Penalty: 3637.015869
	Iteration 30Q: 3 clusters Score -3740393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67568 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3740394.000000 Penalty: 3637.015869
	Iteration 31Q: 3 clusters Score -3740394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3740394.000000 Penalty: 3637.015869
	Iteration 32Q: 3 clusters Score -3740394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3740392.500000 Penalty: 3637.015869
	Iteration 33Q: 3 clusters Score -3740392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3740392.500000 Penalty: 3637.015869
	Iteration 34F: 3 clusters Score -3740392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Entering Unmasked Estep 
Score: -3375570.000000 Penalty: 1799.615967
	Iteration 0F: 2 clusters Score -3375570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -3332304.000000 Penalty: 3599.231934
	Iteration 0F: 3 clusters Score -3332304 nChanged 30649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -3349426.500000 Penalty: 3599.231934
	Iteration 1F: 3 clusters Score -3349426 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -3349819.250000 Penalty: 3599.231934
	Iteration 2Q: 3 clusters Score -3349819 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -3350169.750000 Penalty: 3599.231934
	Iteration 3Q: 3 clusters Score -3350170 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -3350579.750000 Penalty: 3599.231934
	Iteration 4Q: 3 clusters Score -3350580 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -3351085.250000 Penalty: 3599.231934
	Iteration 5Q: 3 clusters Score -3351085 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -3351756.500000 Penalty: 3599.231934
	Iteration 6Q: 3 clusters Score -3351756 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -3352815.500000 Penalty: 3599.231934
	Iteration 7Q: 3 clusters Score -3352816 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -3354590.750000 Penalty: 3599.231934
	Iteration 8F: 3 clusters Score -3354591 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -3357605.250000 Penalty: 3599.231934
	Iteration 9F: 3 clusters Score -3357605 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -3362234.000000 Penalty: 3599.231934
	Iteration 10F: 3 clusters Score -3362234 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -3367553.750000 Penalty: 3599.231934
	Iteration 11F: 3 clusters Score -3367554 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -3371498.250000 Penalty: 3599.231934
	Iteration 12F: 3 clusters Score -3371498 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -3373219.250000 Penalty: 3599.231934
	Iteration 13Q: 3 clusters Score -3373219 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -3373768.000000 Penalty: 3599.231934
	Iteration 14Q: 3 clusters Score -3373768 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -3373935.500000 Penalty: 3599.231934
	Iteration 15Q: 3 clusters Score -3373936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -3373995.250000 Penalty: 3599.231934
	Iteration 16Q: 3 clusters Score -3373995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -3374040.250000 Penalty: 3599.231934
	Iteration 17Q: 3 clusters Score -3374040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -3374062.500000 Penalty: 3599.231934
	Iteration 18Q: 3 clusters Score -3374062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -3374073.250000 Penalty: 3599.231934
	Iteration 19Q: 3 clusters Score -3374073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -3374094.500000 Penalty: 3599.231934
	Iteration 20F: 3 clusters Score -3374094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -3374106.250000 Penalty: 3599.231934
	Iteration 21Q: 3 clusters Score -3374106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -3374113.750000 Penalty: 3599.231934
	Iteration 22Q: 3 clusters Score -3374114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -3374122.750000 Penalty: 3599.231934
	Iteration 23Q: 3 clusters Score -3374123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -3374129.000000 Penalty: 3599.231934
	Iteration 24Q: 3 clusters Score -3374129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -3374130.500000 Penalty: 3599.231934
	Iteration 25Q: 3 clusters Score -3374130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -3374131.500000 Penalty: 3599.231934
	Iteration 26Q: 3 clusters Score -3374132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -3374131.500000 Penalty: 3599.231934
	Iteration 27F: 3 clusters Score -3374132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -204129.046875 Penalty: 1336.557251
	Iteration 0F: 2 clusters Score -204129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -200974.328125 Penalty: 2673.114502
	Iteration 0F: 3 clusters Score -200974.3 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -201748.156250 Penalty: 2673.114502
	Iteration 1F: 3 clusters Score -201748.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -201872.187500 Penalty: 2673.114502
	Iteration 2F: 3 clusters Score -201872.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -201946.140625 Penalty: 2673.114502
	Iteration 3Q: 3 clusters Score -201946.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -201998.828125 Penalty: 2673.114502
	Iteration 4Q: 3 clusters Score -201998.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -202030.921875 Penalty: 2673.114502
	Iteration 5Q: 3 clusters Score -202030.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -202060.718750 Penalty: 2673.114502
	Iteration 6Q: 3 clusters Score -202060.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -202086.187500 Penalty: 2673.114502
	Iteration 7Q: 3 clusters Score -202086.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -202107.203125 Penalty: 2673.114502
	Iteration 8Q: 3 clusters Score -202107.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -202132.046875 Penalty: 2673.114502
	Iteration 9Q: 3 clusters Score -202132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -202155.312500 Penalty: 2673.114502
	Iteration 10Q: 3 clusters Score -202155.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -202178.546875 Penalty: 2673.114502
	Iteration 11Q: 3 clusters Score -202178.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -202202.953125 Penalty: 2673.114502
	Iteration 12Q: 3 clusters Score -202203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -202224.265625 Penalty: 2673.114502
	Iteration 13Q: 3 clusters Score -202224.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -202248.390625 Penalty: 2673.114502
	Iteration 14Q: 3 clusters Score -202248.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -202279.328125 Penalty: 2673.114502
	Iteration 15Q: 3 clusters Score -202279.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -202309.015625 Penalty: 2673.114502
	Iteration 16Q: 3 clusters Score -202309 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -202343.750000 Penalty: 2673.114502
	Iteration 17Q: 3 clusters Score -202343.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -202382.078125 Penalty: 2673.114502
	Iteration 18Q: 3 clusters Score -202382.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -202427.203125 Penalty: 2673.114502
	Iteration 19Q: 3 clusters Score -202427.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -202473.312500 Penalty: 2673.114502
	Iteration 20F: 3 clusters Score -202473.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -202520.609375 Penalty: 2673.114502
	Iteration 21Q: 3 clusters Score -202520.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -202561.468750 Penalty: 2673.114502
	Iteration 22Q: 3 clusters Score -202561.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -202597.937500 Penalty: 2673.114502
	Iteration 23Q: 3 clusters Score -202597.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -202633.703125 Penalty: 2673.114502
	Iteration 24Q: 3 clusters Score -202633.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -202666.515625 Penalty: 2673.114502
	Iteration 25Q: 3 clusters Score -202666.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -202701.234375 Penalty: 2673.114502
	Iteration 26Q: 3 clusters Score -202701.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -202736.906250 Penalty: 2673.114502
	Iteration 27Q: 3 clusters Score -202736.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -202764.859375 Penalty: 2673.114502
	Iteration 28Q: 3 clusters Score -202764.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -202796.328125 Penalty: 2673.114502
	Iteration 29Q: 3 clusters Score -202796.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -202821.984375 Penalty: 2673.114502
	Iteration 30Q: 3 clusters Score -202822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -202837.187500 Penalty: 2673.114502
	Iteration 31Q: 3 clusters Score -202837.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -202849.328125 Penalty: 2673.114502
	Iteration 32Q: 3 clusters Score -202849.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -202859.921875 Penalty: 2673.114502
	Iteration 33Q: 3 clusters Score -202859.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -202874.875000 Penalty: 2673.114502
	Iteration 34Q: 3 clusters Score -202874.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -202881.937500 Penalty: 2673.114502
	Iteration 35Q: 3 clusters Score -202881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -202889.234375 Penalty: 2673.114502
	Iteration 36Q: 3 clusters Score -202889.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -202902.125000 Penalty: 2673.114502
	Iteration 37Q: 3 clusters Score -202902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -202910.312500 Penalty: 2673.114502
	Iteration 38Q: 3 clusters Score -202910.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -202915.750000 Penalty: 2673.114502
	Iteration 39Q: 3 clusters Score -202915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -202922.718750 Penalty: 2673.114502
	Iteration 40F: 3 clusters Score -202922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -202927.562500 Penalty: 2673.114502
	Iteration 41Q: 3 clusters Score -202927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -202928.203125 Penalty: 2673.114502
	Iteration 42Q: 3 clusters Score -202928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -202928.203125 Penalty: 2673.114502
	Iteration 43F: 3 clusters Score -202928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Entering Unmasked Estep 
Score: -1593405.125000 Penalty: 1676.687622
	Iteration 0F: 2 clusters Score -1593405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1572841.875000 Penalty: 3353.375244
	Iteration 0F: 3 clusters Score -1572842 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1580657.750000 Penalty: 3353.375244
	Iteration 1F: 3 clusters Score -1580658 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1580986.750000 Penalty: 3353.375244
	Iteration 2Q: 3 clusters Score -1580987 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1581388.750000 Penalty: 3353.375244
	Iteration 3Q: 3 clusters Score -1581389 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1581933.875000 Penalty: 3353.375244
	Iteration 4Q: 3 clusters Score -1581934 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1582796.500000 Penalty: 3353.375244
	Iteration 5F: 3 clusters Score -1582796 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -1584189.625000 Penalty: 3353.375244
	Iteration 6F: 3 clusters Score -1584190 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -1586212.750000 Penalty: 3353.375244
	Iteration 7F: 3 clusters Score -1586213 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -1588474.750000 Penalty: 3353.375244
	Iteration 8F: 3 clusters Score -1588475 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -1590165.375000 Penalty: 3353.375244
	Iteration 9F: 3 clusters Score -1590165 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -1591104.000000 Penalty: 3353.375244
	Iteration 10Q: 3 clusters Score -1591104 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -1591518.250000 Penalty: 3353.375244
	Iteration 11Q: 3 clusters Score -1591518 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -1591721.000000 Penalty: 3353.375244
	Iteration 12Q: 3 clusters Score -1591721 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -1591823.625000 Penalty: 3353.375244
	Iteration 13Q: 3 clusters Score -1591824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -1591883.500000 Penalty: 3353.375244
	Iteration 14Q: 3 clusters Score -1591884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -1591922.750000 Penalty: 3353.375244
	Iteration 15Q: 3 clusters Score -1591923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -1591944.375000 Penalty: 3353.375244
	Iteration 16Q: 3 clusters Score -1591944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -1591955.500000 Penalty: 3353.375244
	Iteration 17Q: 3 clusters Score -1591956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -1591962.500000 Penalty: 3353.375244
	Iteration 18Q: 3 clusters Score -1591962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -1591967.375000 Penalty: 3353.375244
	Iteration 19Q: 3 clusters Score -1591967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -1591968.750000 Penalty: 3353.375244
	Iteration 20F: 3 clusters Score -1591969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Entering Unmasked Estep 
Score: -3252859.250000 Penalty: 1795.392578
	Iteration 0F: 2 clusters Score -3252859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -3210987.000000 Penalty: 3590.785156
	Iteration 0F: 3 clusters Score -3210987 nChanged 29756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -3228097.500000 Penalty: 3590.785156
	Iteration 1F: 3 clusters Score -3228098 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -3228805.000000 Penalty: 3590.785156
	Iteration 2Q: 3 clusters Score -3228805 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -3229586.000000 Penalty: 3590.785156
	Iteration 3Q: 3 clusters Score -3229586 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -3230493.250000 Penalty: 3590.785156
	Iteration 4Q: 3 clusters Score -3230493 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3231719.250000 Penalty: 3590.785156
	Iteration 5Q: 3 clusters Score -3231719 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3233311.500000 Penalty: 3590.785156
	Iteration 6Q: 3 clusters Score -3233312 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3235500.000000 Penalty: 3590.785156
	Iteration 7F: 3 clusters Score -3235500 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3238132.000000 Penalty: 3590.785156
	Iteration 8F: 3 clusters Score -3238132 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3240269.000000 Penalty: 3590.785156
	Iteration 9F: 3 clusters Score -3240269 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3241428.250000 Penalty: 3590.785156
	Iteration 10Q: 3 clusters Score -3241428 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3241893.750000 Penalty: 3590.785156
	Iteration 11Q: 3 clusters Score -3241894 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3242098.000000 Penalty: 3590.785156
	Iteration 12Q: 3 clusters Score -3242098 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3242252.000000 Penalty: 3590.785156
	Iteration 13Q: 3 clusters Score -3242252 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3242400.500000 Penalty: 3590.785156
	Iteration 14Q: 3 clusters Score -3242400 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3242513.750000 Penalty: 3590.785156
	Iteration 15Q: 3 clusters Score -3242514 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3242675.750000 Penalty: 3590.785156
	Iteration 16Q: 3 clusters Score -3242676 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3242842.250000 Penalty: 3590.785156
	Iteration 17Q: 3 clusters Score -3242842 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3243008.000000 Penalty: 3590.785156
	Iteration 18Q: 3 clusters Score -3243008 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3243208.500000 Penalty: 3590.785156
	Iteration 19Q: 3 clusters Score -3243208 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3243462.250000 Penalty: 3590.785156
	Iteration 20F: 3 clusters Score -3243462 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3243745.000000 Penalty: 3590.785156
	Iteration 21Q: 3 clusters Score -3243745 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3244086.000000 Penalty: 3590.785156
	Iteration 22Q: 3 clusters Score -3244086 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3244448.250000 Penalty: 3590.785156
	Iteration 23Q: 3 clusters Score -3244448 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3244862.250000 Penalty: 3590.785156
	Iteration 24Q: 3 clusters Score -3244862 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3245308.250000 Penalty: 3590.785156
	Iteration 25Q: 3 clusters Score -3245308 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3245827.500000 Penalty: 3590.785156
	Iteration 26Q: 3 clusters Score -3245828 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -3246398.500000 Penalty: 3590.785156
	Iteration 27Q: 3 clusters Score -3246398 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3246895.750000 Penalty: 3590.785156
	Iteration 28Q: 3 clusters Score -3246896 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3247363.750000 Penalty: 3590.785156
	Iteration 29Q: 3 clusters Score -3247364 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3247694.500000 Penalty: 3590.785156
	Iteration 30Q: 3 clusters Score -3247694 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3247960.500000 Penalty: 3590.785156
	Iteration 31Q: 3 clusters Score -3247960 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3248138.000000 Penalty: 3590.785156
	Iteration 32Q: 3 clusters Score -3248138 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3248288.500000 Penalty: 3590.785156
	Iteration 33Q: 3 clusters Score -3248288 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3248346.750000 Penalty: 3590.785156
	Iteration 34Q: 3 clusters Score -3248347 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3248390.000000 Penalty: 3590.785156
	Iteration 35Q: 3 clusters Score -3248390 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3248424.250000 Penalty: 3590.785156
	Iteration 36Q: 3 clusters Score -3248424 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3248452.250000 Penalty: 3590.785156
	Iteration 37Q: 3 clusters Score -3248452 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3248458.750000 Penalty: 3590.785156
	Iteration 38Q: 3 clusters Score -3248459 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3248472.500000 Penalty: 3590.785156
	Iteration 39Q: 3 clusters Score -3248472 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3248536.750000 Penalty: 3590.785156
	Iteration 40F: 3 clusters Score -3248537 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3248562.250000 Penalty: 3590.785156
	Iteration 41Q: 3 clusters Score -3248562 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3248568.750000 Penalty: 3590.785156
	Iteration 42Q: 3 clusters Score -3248569 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3248577.750000 Penalty: 3590.785156
	Iteration 43Q: 3 clusters Score -3248578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3248573.500000 Penalty: 3590.785156
	Iteration 44Q: 3 clusters Score -3248574 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -3248581.250000 Penalty: 3590.785156
	Iteration 45Q: 3 clusters Score -3248581 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3248593.750000 Penalty: 3590.785156
	Iteration 46Q: 3 clusters Score -3248594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3248605.000000 Penalty: 3590.785156
	Iteration 47Q: 3 clusters Score -3248605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3248601.750000 Penalty: 3590.785156
	Iteration 48Q: 3 clusters Score -3248602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3248601.000000 Penalty: 3590.785156
	Iteration 49Q: 3 clusters Score -3248601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3248598.750000 Penalty: 3590.785156
	Iteration 50Q: 3 clusters Score -3248599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3248601.750000 Penalty: 3590.785156
	Iteration 51Q: 3 clusters Score -3248602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3248602.750000 Penalty: 3590.785156
	Iteration 52Q: 3 clusters Score -3248603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3248599.500000 Penalty: 3590.785156
	Iteration 53Q: 3 clusters Score -3248600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3248604.000000 Penalty: 3590.785156
	Iteration 54Q: 3 clusters Score -3248604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3248606.250000 Penalty: 3590.785156
	Iteration 55Q: 3 clusters Score -3248606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3248602.500000 Penalty: 3590.785156
	Iteration 56Q: 3 clusters Score -3248602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3248611.250000 Penalty: 3590.785156
	Iteration 57Q: 3 clusters Score -3248611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3248614.250000 Penalty: 3590.785156
	Iteration 58Q: 3 clusters Score -3248614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3248614.000000 Penalty: 3590.785156
	Iteration 59Q: 3 clusters Score -3248614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3248614.000000 Penalty: 3590.785156
	Iteration 60F: 3 clusters Score -3248614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3248618.500000 Penalty: 3590.785156
	Iteration 61Q: 3 clusters Score -3248618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3248615.000000 Penalty: 3590.785156
	Iteration 62Q: 3 clusters Score -3248615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3248613.500000 Penalty: 3590.785156
	Iteration 63Q: 3 clusters Score -3248614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3248616.000000 Penalty: 3590.785156
	Iteration 64Q: 3 clusters Score -3248616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3248616.750000 Penalty: 3590.785156
	Iteration 65Q: 3 clusters Score -3248617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3248617.500000 Penalty: 3590.785156
	Iteration 66Q: 3 clusters Score -3248618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3248616.750000 Penalty: 3590.785156
	Iteration 67Q: 3 clusters Score -3248617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3248616.750000 Penalty: 3590.785156
	Iteration 68F: 3 clusters Score -3248617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Entering Unmasked Estep 
Score: -527974.312500 Penalty: 1510.011963
	Iteration 0F: 2 clusters Score -527974.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -520286.937500 Penalty: 3020.023926
	Iteration 0F: 3 clusters Score -520286.9 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -523868.250000 Penalty: 3020.023926
	Iteration 1F: 3 clusters Score -523868.2 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -525152.812500 Penalty: 3020.023926
	Iteration 2F: 3 clusters Score -525152.8 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -526397.312500 Penalty: 3020.023926
	Iteration 3F: 3 clusters Score -526397.3 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -527298.375000 Penalty: 3020.023926
	Iteration 4F: 3 clusters Score -527298.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -527734.000000 Penalty: 3020.023926
	Iteration 5F: 3 clusters Score -527734 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -527899.937500 Penalty: 3020.023926
	Iteration 6Q: 3 clusters Score -527899.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -527977.625000 Penalty: 3020.023926
	Iteration 7Q: 3 clusters Score -527977.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -528013.625000 Penalty: 3020.023926
	Iteration 8Q: 3 clusters Score -528013.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -528030.375000 Penalty: 3020.023926
	Iteration 9Q: 3 clusters Score -528030.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -528038.000000 Penalty: 3020.023926
	Iteration 10Q: 3 clusters Score -528038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -528045.437500 Penalty: 3020.023926
	Iteration 11Q: 3 clusters Score -528045.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -528045.750000 Penalty: 3020.023926
	Iteration 12Q: 3 clusters Score -528045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -528046.187500 Penalty: 3020.023926
	Iteration 13Q: 3 clusters Score -528046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -528046.250000 Penalty: 3020.023926
	Iteration 14Q: 3 clusters Score -528046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -528048.937500 Penalty: 3020.023926
	Iteration 15Q: 3 clusters Score -528048.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -528047.437500 Penalty: 3020.023926
	Iteration 16Q: 3 clusters Score -528047.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -528048.312500 Penalty: 3020.023926
	Iteration 17Q: 3 clusters Score -528048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -528048.312500 Penalty: 3020.023926
	Iteration 18F: 3 clusters Score -528048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 31390 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 7489 members 
Mstep: Class 8 contains 13898 members 
Mstep: Class 9 contains 51425 members 
Mstep: Class 10 contains 72462 members 
Mstep: Class 12 contains 64509 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 16 contains 30275 members 
Mstep: Class 17 contains 62854 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 22 contains 59439 members 
Entering Unmasked Estep 
Score: -20832512.000000 Penalty: 33645.058594
Splitting cluster 18 changes total score from -20833110.000000 to -20832512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (59439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Entering Unmasked Estep 
Score: -3125847.250000 Penalty: 1786.314819
	Iteration 0F: 2 clusters Score -3125847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3086071.000000 Penalty: 3572.629639
	Iteration 0F: 3 clusters Score -3086071 nChanged 28065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3102324.000000 Penalty: 3572.629639
	Iteration 1F: 3 clusters Score -3102324 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3102930.750000 Penalty: 3572.629639
	Iteration 2Q: 3 clusters Score -3102931 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -3103539.250000 Penalty: 3572.629639
	Iteration 3Q: 3 clusters Score -3103539 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3104233.250000 Penalty: 3572.629639
	Iteration 4Q: 3 clusters Score -3104233 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3105089.250000 Penalty: 3572.629639
	Iteration 5Q: 3 clusters Score -3105089 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3106119.750000 Penalty: 3572.629639
	Iteration 6Q: 3 clusters Score -3106120 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3107539.250000 Penalty: 3572.629639
	Iteration 7Q: 3 clusters Score -3107539 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3109509.250000 Penalty: 3572.629639
	Iteration 8F: 3 clusters Score -3109509 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3111751.000000 Penalty: 3572.629639
	Iteration 9F: 3 clusters Score -3111751 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3113470.750000 Penalty: 3572.629639
	Iteration 10F: 3 clusters Score -3113471 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3114223.250000 Penalty: 3572.629639
	Iteration 11Q: 3 clusters Score -3114223 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3114510.500000 Penalty: 3572.629639
	Iteration 12Q: 3 clusters Score -3114510 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3114646.250000 Penalty: 3572.629639
	Iteration 13Q: 3 clusters Score -3114646 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3114729.750000 Penalty: 3572.629639
	Iteration 14Q: 3 clusters Score -3114730 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3114815.750000 Penalty: 3572.629639
	Iteration 15Q: 3 clusters Score -3114816 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3114897.000000 Penalty: 3572.629639
	Iteration 16Q: 3 clusters Score -3114897 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3115043.750000 Penalty: 3572.629639
	Iteration 17Q: 3 clusters Score -3115044 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3115158.500000 Penalty: 3572.629639
	Iteration 18Q: 3 clusters Score -3115158 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3115297.750000 Penalty: 3572.629639
	Iteration 19Q: 3 clusters Score -3115298 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3115449.250000 Penalty: 3572.629639
	Iteration 20F: 3 clusters Score -3115449 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3115613.250000 Penalty: 3572.629639
	Iteration 21Q: 3 clusters Score -3115613 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3115832.000000 Penalty: 3572.629639
	Iteration 22Q: 3 clusters Score -3115832 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3116043.500000 Penalty: 3572.629639
	Iteration 23Q: 3 clusters Score -3116044 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3116327.750000 Penalty: 3572.629639
	Iteration 24Q: 3 clusters Score -3116328 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3116602.750000 Penalty: 3572.629639
	Iteration 25Q: 3 clusters Score -3116603 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -3116920.750000 Penalty: 3572.629639
	Iteration 26Q: 3 clusters Score -3116921 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3117238.250000 Penalty: 3572.629639
	Iteration 27Q: 3 clusters Score -3117238 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3117618.250000 Penalty: 3572.629639
	Iteration 28Q: 3 clusters Score -3117618 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3117967.750000 Penalty: 3572.629639
	Iteration 29Q: 3 clusters Score -3117968 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3118347.000000 Penalty: 3572.629639
	Iteration 30Q: 3 clusters Score -3118347 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3118727.500000 Penalty: 3572.629639
	Iteration 31Q: 3 clusters Score -3118728 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3119100.500000 Penalty: 3572.629639
	Iteration 32Q: 3 clusters Score -3119100 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3119450.000000 Penalty: 3572.629639
	Iteration 33Q: 3 clusters Score -3119450 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3119822.000000 Penalty: 3572.629639
	Iteration 34Q: 3 clusters Score -3119822 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3120222.750000 Penalty: 3572.629639
	Iteration 35Q: 3 clusters Score -3120223 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3120552.750000 Penalty: 3572.629639
	Iteration 36Q: 3 clusters Score -3120553 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3120908.500000 Penalty: 3572.629639
	Iteration 37Q: 3 clusters Score -3120908 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3121287.250000 Penalty: 3572.629639
	Iteration 38Q: 3 clusters Score -3121287 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3121663.000000 Penalty: 3572.629639
	Iteration 39Q: 3 clusters Score -3121663 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3122073.250000 Penalty: 3572.629639
	Iteration 40F: 3 clusters Score -3122073 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3122441.500000 Penalty: 3572.629639
	Iteration 41Q: 3 clusters Score -3122442 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3122784.000000 Penalty: 3572.629639
	Iteration 42Q: 3 clusters Score -3122784 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3123070.500000 Penalty: 3572.629639
	Iteration 43Q: 3 clusters Score -3123070 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3123320.000000 Penalty: 3572.629639
	Iteration 44Q: 3 clusters Score -3123320 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3123526.750000 Penalty: 3572.629639
	Iteration 45Q: 3 clusters Score -3123527 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3123680.000000 Penalty: 3572.629639
	Iteration 46Q: 3 clusters Score -3123680 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3123800.000000 Penalty: 3572.629639
	Iteration 47Q: 3 clusters Score -3123800 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3123900.250000 Penalty: 3572.629639
	Iteration 48Q: 3 clusters Score -3123900 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3123971.250000 Penalty: 3572.629639
	Iteration 49Q: 3 clusters Score -3123971 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3124041.500000 Penalty: 3572.629639
	Iteration 50Q: 3 clusters Score -3124042 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3124101.250000 Penalty: 3572.629639
	Iteration 51Q: 3 clusters Score -3124101 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3124129.000000 Penalty: 3572.629639
	Iteration 52Q: 3 clusters Score -3124129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3124164.500000 Penalty: 3572.629639
	Iteration 53Q: 3 clusters Score -3124164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3124194.000000 Penalty: 3572.629639
	Iteration 54Q: 3 clusters Score -3124194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3124210.250000 Penalty: 3572.629639
	Iteration 55Q: 3 clusters Score -3124210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3124229.250000 Penalty: 3572.629639
	Iteration 56Q: 3 clusters Score -3124229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3124239.000000 Penalty: 3572.629639
	Iteration 57Q: 3 clusters Score -3124239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3124245.500000 Penalty: 3572.629639
	Iteration 58Q: 3 clusters Score -3124246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3124247.500000 Penalty: 3572.629639
	Iteration 59Q: 3 clusters Score -3124248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3124251.750000 Penalty: 3572.629639
	Iteration 60F: 3 clusters Score -3124252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3124258.500000 Penalty: 3572.629639
	Iteration 61Q: 3 clusters Score -3124258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3124265.000000 Penalty: 3572.629639
	Iteration 62Q: 3 clusters Score -3124265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3124272.250000 Penalty: 3572.629639
	Iteration 63Q: 3 clusters Score -3124272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3124280.750000 Penalty: 3572.629639
	Iteration 64Q: 3 clusters Score -3124281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3124289.250000 Penalty: 3572.629639
	Iteration 65Q: 3 clusters Score -3124289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3124301.750000 Penalty: 3572.629639
	Iteration 66Q: 3 clusters Score -3124302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3124309.500000 Penalty: 3572.629639
	Iteration 67Q: 3 clusters Score -3124310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3124314.500000 Penalty: 3572.629639
	Iteration 68Q: 3 clusters Score -3124314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3124319.000000 Penalty: 3572.629639
	Iteration 69Q: 3 clusters Score -3124319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3124328.500000 Penalty: 3572.629639
	Iteration 70Q: 3 clusters Score -3124328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3124332.000000 Penalty: 3572.629639
	Iteration 71Q: 3 clusters Score -3124332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3124330.750000 Penalty: 3572.629639
	Iteration 72Q: 3 clusters Score -3124331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3124333.500000 Penalty: 3572.629639
	Iteration 73Q: 3 clusters Score -3124334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3124336.750000 Penalty: 3572.629639
	Iteration 74Q: 3 clusters Score -3124337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3124340.250000 Penalty: 3572.629639
	Iteration 75Q: 3 clusters Score -3124340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3124344.000000 Penalty: 3572.629639
	Iteration 76Q: 3 clusters Score -3124344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3124347.250000 Penalty: 3572.629639
	Iteration 77Q: 3 clusters Score -3124347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3124348.000000 Penalty: 3572.629639
	Iteration 78Q: 3 clusters Score -3124348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3124348.000000 Penalty: 3572.629639
	Iteration 79F: 3 clusters Score -3124348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 31390 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13898 members 
Mstep: Class 9 contains 51425 members 
Mstep: Class 10 contains 72462 members 
Mstep: Class 12 contains 64509 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 16 contains 30275 members 
Mstep: Class 17 contains 62854 members 
Mstep: Class 18 contains 10855 members 
Mstep: Class 22 contains 59439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833082.000000 Penalty: 31542.244141
Iteration 159Q: 16 clusters Score -2.083308e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1647 members 
Mstep: Class 3 contains 31388 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13896 members 
Mstep: Class 9 contains 51417 members 
Mstep: Class 10 contains 72519 members 
Mstep: Class 12 contains 64507 members 
Mstep: Class 13 contains 3726 members 
Mstep: Class 16 contains 30274 members 
Mstep: Class 17 contains 62824 members 
Mstep: Class 18 contains 10857 members 
Mstep: Class 22 contains 59432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833076.000000 Penalty: 31542.244141
Iteration 160F: 16 clusters Score -2.083308e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 31385 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13897 members 
Mstep: Class 9 contains 51412 members 
Mstep: Class 10 contains 72570 members 
Mstep: Class 12 contains 64502 members 
Mstep: Class 13 contains 3717 members 
Mstep: Class 16 contains 30276 members 
Mstep: Class 17 contains 62800 members 
Mstep: Class 18 contains 10861 members 
Mstep: Class 22 contains 59426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833142.000000 Penalty: 31542.244141
Iteration 161Q: 16 clusters Score -2.083314e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 31383 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 8 contains 13900 members 
Mstep: Class 9 contains 51406 members 
Mstep: Class 10 contains 72631 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 16 contains 30273 members 
Mstep: Class 17 contains 62772 members 
Mstep: Class 18 contains 10865 members 
Mstep: Class 22 contains 59418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833102.000000 Penalty: 31542.244141
Iteration 162Q: 16 clusters Score -2.08331e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 31380 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 8 contains 13902 members 
Mstep: Class 9 contains 51400 members 
Mstep: Class 10 contains 72691 members 
Mstep: Class 12 contains 64488 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 16 contains 30269 members 
Mstep: Class 17 contains 62746 members 
Mstep: Class 18 contains 10869 members 
Mstep: Class 22 contains 59412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833084.000000 Penalty: 31542.244141
Iteration 163Q: 16 clusters Score -2.083308e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 31381 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13902 members 
Mstep: Class 9 contains 51394 members 
Mstep: Class 10 contains 72741 members 
Mstep: Class 12 contains 64481 members 
Mstep: Class 13 contains 3687 members 
Mstep: Class 16 contains 30264 members 
Mstep: Class 17 contains 62721 members 
Mstep: Class 18 contains 10872 members 
Mstep: Class 22 contains 59413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833076.000000 Penalty: 31542.244141
Iteration 164Q: 16 clusters Score -2.083308e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 3 contains 31382 members 
Mstep: Class 4 contains 1393 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13905 members 
Mstep: Class 9 contains 51392 members 
Mstep: Class 10 contains 72789 members 
Mstep: Class 12 contains 64475 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 16 contains 30259 members 
Mstep: Class 17 contains 62699 members 
Mstep: Class 18 contains 10872 members 
Mstep: Class 22 contains 59413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833074.000000 Penalty: 31542.244141
Iteration 165Q: 16 clusters Score -2.083307e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1634 members 
Mstep: Class 3 contains 31382 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 8 contains 13909 members 
Mstep: Class 9 contains 51386 members 
Mstep: Class 10 contains 72827 members 
Mstep: Class 12 contains 64473 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 16 contains 30255 members 
Mstep: Class 17 contains 62677 members 
Mstep: Class 18 contains 10871 members 
Mstep: Class 22 contains 59409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833086.000000 Penalty: 31542.244141
Iteration 166Q: 16 clusters Score -2.083309e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 3 contains 31381 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13911 members 
Mstep: Class 9 contains 51382 members 
Mstep: Class 10 contains 72864 members 
Mstep: Class 12 contains 64471 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 16 contains 30251 members 
Mstep: Class 17 contains 62667 members 
Mstep: Class 18 contains 10872 members 
Mstep: Class 22 contains 59400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833124.000000 Penalty: 31542.244141
Iteration 167Q: 16 clusters Score -2.083312e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 31377 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13922 members 
Mstep: Class 9 contains 51382 members 
Mstep: Class 10 contains 72910 members 
Mstep: Class 12 contains 64469 members 
Mstep: Class 13 contains 3669 members 
Mstep: Class 16 contains 30248 members 
Mstep: Class 17 contains 62645 members 
Mstep: Class 18 contains 10872 members 
Mstep: Class 22 contains 59393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833124.000000 Penalty: 31542.244141
Iteration 168Q: 16 clusters Score -2.083312e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 31373 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 1864 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 13932 members 
Mstep: Class 9 contains 51382 members 
Mstep: Class 10 contains 72958 members 
Mstep: Class 12 contains 64464 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 16 contains 30244 members 
Mstep: Class 17 contains 62624 members 
Mstep: Class 18 contains 10872 members 
Mstep: Class 22 contains 59388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833116.000000 Penalty: 31542.244141
Iteration 169Q: 16 clusters Score -2.083312e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 31369 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 8 contains 13944 members 
Mstep: Class 9 contains 51381 members 
Mstep: Class 10 contains 73009 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 3664 members 
Mstep: Class 16 contains 30239 members 
Mstep: Class 17 contains 62602 members 
Mstep: Class 18 contains 10876 members 
Mstep: Class 22 contains 59381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833152.000000 Penalty: 31542.244141
Iteration 170Q: 16 clusters Score -2.083315e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 31365 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 51378 members 
Mstep: Class 10 contains 73077 members 
Mstep: Class 12 contains 64459 members 
Mstep: Class 13 contains 3661 members 
Mstep: Class 16 contains 30225 members 
Mstep: Class 17 contains 62569 members 
Mstep: Class 18 contains 10877 members 
Mstep: Class 22 contains 59372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833170.000000 Penalty: 31542.244141
Iteration 171Q: 16 clusters Score -2.083317e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 31363 members 
Mstep: Class 4 contains 1367 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 8 contains 13968 members 
Mstep: Class 9 contains 51371 members 
Mstep: Class 10 contains 73168 members 
Mstep: Class 12 contains 64457 members 
Mstep: Class 13 contains 3653 members 
Mstep: Class 16 contains 30209 members 
Mstep: Class 17 contains 62524 members 
Mstep: Class 18 contains 10878 members 
Mstep: Class 22 contains 59363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833194.000000 Penalty: 31542.244141
Iteration 172Q: 16 clusters Score -2.083319e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 31361 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 1829 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 8 contains 13977 members 
Mstep: Class 9 contains 51367 members 
Mstep: Class 10 contains 73243 members 
Mstep: Class 12 contains 64456 members 
Mstep: Class 13 contains 3637 members 
Mstep: Class 16 contains 30198 members 
Mstep: Class 17 contains 62490 members 
Mstep: Class 18 contains 10880 members 
Mstep: Class 22 contains 59358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833228.000000 Penalty: 31542.244141
Iteration 173Q: 16 clusters Score -2.083323e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 31360 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 1820 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 8 contains 13987 members 
Mstep: Class 9 contains 51352 members 
Mstep: Class 10 contains 73312 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 3629 members 
Mstep: Class 16 contains 30186 members 
Mstep: Class 17 contains 62455 members 
Mstep: Class 18 contains 10882 members 
Mstep: Class 22 contains 59355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833244.000000 Penalty: 31542.244141
Iteration 174Q: 16 clusters Score -2.083324e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 31358 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 8 contains 13998 members 
Mstep: Class 9 contains 51344 members 
Mstep: Class 10 contains 73383 members 
Mstep: Class 12 contains 64462 members 
Mstep: Class 13 contains 3624 members 
Mstep: Class 16 contains 30175 members 
Mstep: Class 17 contains 62416 members 
Mstep: Class 18 contains 10883 members 
Mstep: Class 22 contains 59348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833274.000000 Penalty: 31542.244141
Iteration 175Q: 16 clusters Score -2.083327e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 31357 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 51329 members 
Mstep: Class 10 contains 73444 members 
Mstep: Class 12 contains 64459 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 16 contains 30163 members 
Mstep: Class 17 contains 62399 members 
Mstep: Class 18 contains 10886 members 
Mstep: Class 22 contains 59342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833272.000000 Penalty: 31542.244141
Iteration 176Q: 16 clusters Score -2.083327e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 31358 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 1806 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 8 contains 14009 members 
Mstep: Class 9 contains 51317 members 
Mstep: Class 10 contains 73499 members 
Mstep: Class 12 contains 64457 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 16 contains 30149 members 
Mstep: Class 17 contains 62376 members 
Mstep: Class 18 contains 10888 members 
Mstep: Class 22 contains 59338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833260.000000 Penalty: 31542.244141
Iteration 177Q: 16 clusters Score -2.083326e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 31354 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 8 contains 14013 members 
Mstep: Class 9 contains 51305 members 
Mstep: Class 10 contains 73567 members 
Mstep: Class 12 contains 64457 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 16 contains 30136 members 
Mstep: Class 17 contains 62344 members 
Mstep: Class 18 contains 10890 members 
Mstep: Class 22 contains 59333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833256.000000 Penalty: 31542.244141
Iteration 178Q: 16 clusters Score -2.083326e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 31351 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 51297 members 
Mstep: Class 10 contains 73636 members 
Mstep: Class 12 contains 64454 members 
Mstep: Class 13 contains 3587 members 
Mstep: Class 16 contains 30118 members 
Mstep: Class 17 contains 62319 members 
Mstep: Class 18 contains 10894 members 
Mstep: Class 22 contains 59329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833260.000000 Penalty: 31542.244141
Iteration 179Q: 16 clusters Score -2.083326e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 31350 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 1789 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 14023 members 
Mstep: Class 9 contains 51291 members 
Mstep: Class 10 contains 73704 members 
Mstep: Class 12 contains 64453 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 16 contains 30099 members 
Mstep: Class 17 contains 62290 members 
Mstep: Class 18 contains 10899 members 
Mstep: Class 22 contains 59329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833294.000000 Penalty: 31542.244141
Iteration 180F: 16 clusters Score -2.083329e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 31351 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 1786 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 8 contains 14028 members 
Mstep: Class 9 contains 51280 members 
Mstep: Class 10 contains 73770 members 
Mstep: Class 12 contains 64451 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 16 contains 30086 members 
Mstep: Class 17 contains 62259 members 
Mstep: Class 18 contains 10907 members 
Mstep: Class 22 contains 59329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833272.000000 Penalty: 31542.244141
Iteration 181Q: 16 clusters Score -2.083327e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 31348 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 1782 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 8 contains 14034 members 
Mstep: Class 9 contains 51275 members 
Mstep: Class 10 contains 73836 members 
Mstep: Class 12 contains 64451 members 
Mstep: Class 13 contains 3549 members 
Mstep: Class 16 contains 30070 members 
Mstep: Class 17 contains 62227 members 
Mstep: Class 18 contains 10914 members 
Mstep: Class 22 contains 59327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833270.000000 Penalty: 31542.244141
Iteration 182Q: 16 clusters Score -2.083327e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 31349 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 4387 members 
Mstep: Class 8 contains 14039 members 
Mstep: Class 9 contains 51275 members 
Mstep: Class 10 contains 73894 members 
Mstep: Class 12 contains 64450 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 16 contains 30053 members 
Mstep: Class 17 contains 62186 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 22 contains 59328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833250.000000 Penalty: 31542.244141
Iteration 183Q: 16 clusters Score -2.083325e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 31348 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 1772 members 
Mstep: Class 6 contains 4386 members 
Mstep: Class 8 contains 14041 members 
Mstep: Class 9 contains 51268 members 
Mstep: Class 10 contains 73960 members 
Mstep: Class 12 contains 64453 members 
Mstep: Class 13 contains 3538 members 
Mstep: Class 16 contains 30033 members 
Mstep: Class 17 contains 62150 members 
Mstep: Class 18 contains 10920 members 
Mstep: Class 22 contains 59325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833206.000000 Penalty: 31542.244141
Iteration 184Q: 16 clusters Score -2.083321e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 31342 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 1767 members 
Mstep: Class 6 contains 4384 members 
Mstep: Class 8 contains 14049 members 
Mstep: Class 9 contains 51261 members 
Mstep: Class 10 contains 74032 members 
Mstep: Class 12 contains 64452 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 16 contains 30020 members 
Mstep: Class 17 contains 62106 members 
Mstep: Class 18 contains 10924 members 
Mstep: Class 22 contains 59325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833216.000000 Penalty: 31542.244141
Iteration 185Q: 16 clusters Score -2.083322e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 31344 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 1761 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 8 contains 14053 members 
Mstep: Class 9 contains 51256 members 
Mstep: Class 10 contains 74089 members 
Mstep: Class 12 contains 64449 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 16 contains 30014 members 
Mstep: Class 17 contains 62078 members 
Mstep: Class 18 contains 10928 members 
Mstep: Class 22 contains 59319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833194.000000 Penalty: 31542.244141
Iteration 186Q: 16 clusters Score -2.083319e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 31342 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 51252 members 
Mstep: Class 10 contains 74144 members 
Mstep: Class 12 contains 64449 members 
Mstep: Class 13 contains 3512 members 
Mstep: Class 16 contains 30007 members 
Mstep: Class 17 contains 62056 members 
Mstep: Class 18 contains 10930 members 
Mstep: Class 22 contains 59314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833178.000000 Penalty: 31542.244141
Iteration 187Q: 16 clusters Score -2.083318e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 31341 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 8 contains 14064 members 
Mstep: Class 9 contains 51244 members 
Mstep: Class 10 contains 74200 members 
Mstep: Class 12 contains 64450 members 
Mstep: Class 13 contains 3503 members 
Mstep: Class 16 contains 30002 members 
Mstep: Class 17 contains 62042 members 
Mstep: Class 18 contains 10931 members 
Mstep: Class 22 contains 59305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833180.000000 Penalty: 31542.244141
Iteration 188Q: 16 clusters Score -2.083318e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 31337 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 8 contains 14068 members 
Mstep: Class 9 contains 51234 members 
Mstep: Class 10 contains 74271 members 
Mstep: Class 12 contains 64455 members 
Mstep: Class 13 contains 3489 members 
Mstep: Class 16 contains 29998 members 
Mstep: Class 17 contains 62015 members 
Mstep: Class 18 contains 10931 members 
Mstep: Class 22 contains 59299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833198.000000 Penalty: 31542.244141
Iteration 189Q: 16 clusters Score -2.08332e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 31337 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 1727 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 8 contains 14074 members 
Mstep: Class 9 contains 51225 members 
Mstep: Class 10 contains 74338 members 
Mstep: Class 12 contains 64462 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 16 contains 29988 members 
Mstep: Class 17 contains 61984 members 
Mstep: Class 18 contains 10934 members 
Mstep: Class 22 contains 59290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833202.000000 Penalty: 31542.244141
Iteration 190Q: 16 clusters Score -2.08332e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 31336 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 4359 members 
Mstep: Class 8 contains 14079 members 
Mstep: Class 9 contains 51218 members 
Mstep: Class 10 contains 74412 members 
Mstep: Class 12 contains 64466 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 16 contains 29981 members 
Mstep: Class 17 contains 61956 members 
Mstep: Class 18 contains 10933 members 
Mstep: Class 22 contains 59281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833222.000000 Penalty: 31542.244141
Iteration 191Q: 16 clusters Score -2.083322e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 31328 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 1710 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 8 contains 14082 members 
Mstep: Class 9 contains 51207 members 
Mstep: Class 10 contains 74490 members 
Mstep: Class 12 contains 64471 members 
Mstep: Class 13 contains 3451 members 
Mstep: Class 16 contains 29976 members 
Mstep: Class 17 contains 61927 members 
Mstep: Class 18 contains 10932 members 
Mstep: Class 22 contains 59279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833190.000000 Penalty: 31542.244141
Iteration 192Q: 16 clusters Score -2.083319e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 31325 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 14085 members 
Mstep: Class 9 contains 51207 members 
Mstep: Class 10 contains 74555 members 
Mstep: Class 12 contains 64473 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 16 contains 29969 members 
Mstep: Class 17 contains 61893 members 
Mstep: Class 18 contains 10935 members 
Mstep: Class 22 contains 59273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833168.000000 Penalty: 31542.244141
Iteration 193Q: 16 clusters Score -2.083317e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 31323 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 8 contains 14088 members 
Mstep: Class 9 contains 51204 members 
Mstep: Class 10 contains 74607 members 
Mstep: Class 12 contains 64480 members 
Mstep: Class 13 contains 3439 members 
Mstep: Class 16 contains 29966 members 
Mstep: Class 17 contains 61855 members 
Mstep: Class 18 contains 10938 members 
Mstep: Class 22 contains 59271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833146.000000 Penalty: 31542.244141
Iteration 194Q: 16 clusters Score -2.083315e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 31326 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 1701 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 8 contains 14092 members 
Mstep: Class 9 contains 51197 members 
Mstep: Class 10 contains 74656 members 
Mstep: Class 12 contains 64486 members 
Mstep: Class 13 contains 3432 members 
Mstep: Class 16 contains 29961 members 
Mstep: Class 17 contains 61824 members 
Mstep: Class 18 contains 10943 members 
Mstep: Class 22 contains 59267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833158.000000 Penalty: 31542.244141
Iteration 195Q: 16 clusters Score -2.083316e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 31326 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 14093 members 
Mstep: Class 9 contains 51194 members 
Mstep: Class 10 contains 74708 members 
Mstep: Class 12 contains 64488 members 
Mstep: Class 13 contains 3426 members 
Mstep: Class 16 contains 29952 members 
Mstep: Class 17 contains 61795 members 
Mstep: Class 18 contains 10948 members 
Mstep: Class 22 contains 59263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833146.000000 Penalty: 31542.244141
Iteration 196Q: 16 clusters Score -2.083315e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 31326 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 14092 members 
Mstep: Class 9 contains 51191 members 
Mstep: Class 10 contains 74758 members 
Mstep: Class 12 contains 64492 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 16 contains 29947 members 
Mstep: Class 17 contains 61760 members 
Mstep: Class 18 contains 10955 members 
Mstep: Class 22 contains 59260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833160.000000 Penalty: 31542.244141
Iteration 197Q: 16 clusters Score -2.083316e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 31321 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 14102 members 
Mstep: Class 9 contains 51189 members 
Mstep: Class 10 contains 74805 members 
Mstep: Class 12 contains 64493 members 
Mstep: Class 13 contains 3417 members 
Mstep: Class 16 contains 29939 members 
Mstep: Class 17 contains 61730 members 
Mstep: Class 18 contains 10959 members 
Mstep: Class 22 contains 59258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833204.000000 Penalty: 31542.244141
Iteration 198Q: 16 clusters Score -2.08332e+07 nChanged 110
Entering ConstructFrom: 
Score: -20833204.000000 Penalty: 31542.244141
Entering ConstructFrom: 
Trying to split cluster 1 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -342178.156250 Penalty: 1428.690552
	Iteration 0F: 2 clusters Score -342178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -337208.812500 Penalty: 2857.381104
	Iteration 0F: 3 clusters Score -337208.8 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -338601.875000 Penalty: 2857.381104
	Iteration 1F: 3 clusters Score -338601.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -338777.937500 Penalty: 2857.381104
	Iteration 2F: 3 clusters Score -338777.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -338900.781250 Penalty: 2857.381104
	Iteration 3Q: 3 clusters Score -338900.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -338993.125000 Penalty: 2857.381104
	Iteration 4Q: 3 clusters Score -338993.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -339059.375000 Penalty: 2857.381104
	Iteration 5Q: 3 clusters Score -339059.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -339120.125000 Penalty: 2857.381104
	Iteration 6Q: 3 clusters Score -339120.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -339188.500000 Penalty: 2857.381104
	Iteration 7Q: 3 clusters Score -339188.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -339244.968750 Penalty: 2857.381104
	Iteration 8Q: 3 clusters Score -339245 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -339309.656250 Penalty: 2857.381104
	Iteration 9Q: 3 clusters Score -339309.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -339393.156250 Penalty: 2857.381104
	Iteration 10Q: 3 clusters Score -339393.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -339505.156250 Penalty: 2857.381104
	Iteration 11Q: 3 clusters Score -339505.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -339642.968750 Penalty: 2857.381104
	Iteration 12Q: 3 clusters Score -339643 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -339821.375000 Penalty: 2857.381104
	Iteration 13Q: 3 clusters Score -339821.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -340035.593750 Penalty: 2857.381104
	Iteration 14Q: 3 clusters Score -340035.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -340275.906250 Penalty: 2857.381104
	Iteration 15Q: 3 clusters Score -340275.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -340525.375000 Penalty: 2857.381104
	Iteration 16Q: 3 clusters Score -340525.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -340752.625000 Penalty: 2857.381104
	Iteration 17Q: 3 clusters Score -340752.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -340891.437500 Penalty: 2857.381104
	Iteration 18Q: 3 clusters Score -340891.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -340951.062500 Penalty: 2857.381104
	Iteration 19Q: 3 clusters Score -340951.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -340980.093750 Penalty: 2857.381104
	Iteration 20F: 3 clusters Score -340980.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -340993.531250 Penalty: 2857.381104
	Iteration 21Q: 3 clusters Score -340993.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -341001.156250 Penalty: 2857.381104
	Iteration 22Q: 3 clusters Score -341001.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -341005.125000 Penalty: 2857.381104
	Iteration 23Q: 3 clusters Score -341005.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -341010.000000 Penalty: 2857.381104
	Iteration 24Q: 3 clusters Score -341010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -341012.375000 Penalty: 2857.381104
	Iteration 25Q: 3 clusters Score -341012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -341014.875000 Penalty: 2857.381104
	Iteration 26Q: 3 clusters Score -341014.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -341017.156250 Penalty: 2857.381104
	Iteration 27Q: 3 clusters Score -341017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -341019.187500 Penalty: 2857.381104
	Iteration 28Q: 3 clusters Score -341019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -341019.531250 Penalty: 2857.381104
	Iteration 29Q: 3 clusters Score -341019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -341020.750000 Penalty: 2857.381104
	Iteration 30Q: 3 clusters Score -341020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -341021.531250 Penalty: 2857.381104
	Iteration 31Q: 3 clusters Score -341021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -341021.843750 Penalty: 2857.381104
	Iteration 32Q: 3 clusters Score -341021.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -341021.843750 Penalty: 2857.381104
	Iteration 33F: 3 clusters Score -341021.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -90326.812500 Penalty: 1199.898315
	Iteration 0F: 2 clusters Score -90326.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -88474.710938 Penalty: 2399.796631
	Iteration 0F: 3 clusters Score -88474.71 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -88812.757812 Penalty: 2399.796631
	Iteration 1F: 3 clusters Score -88812.76 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -88906.507812 Penalty: 2399.796631
	Iteration 2F: 3 clusters Score -88906.51 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -88965.703125 Penalty: 2399.796631
	Iteration 3F: 3 clusters Score -88965.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -89001.359375 Penalty: 2399.796631
	Iteration 4Q: 3 clusters Score -89001.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -89021.968750 Penalty: 2399.796631
	Iteration 5Q: 3 clusters Score -89021.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -89033.289062 Penalty: 2399.796631
	Iteration 6Q: 3 clusters Score -89033.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -89038.851562 Penalty: 2399.796631
	Iteration 7Q: 3 clusters Score -89038.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -89040.906250 Penalty: 2399.796631
	Iteration 8Q: 3 clusters Score -89040.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -89041.992188 Penalty: 2399.796631
	Iteration 9Q: 3 clusters Score -89041.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -89042.703125 Penalty: 2399.796631
	Iteration 10Q: 3 clusters Score -89042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -89042.984375 Penalty: 2399.796631
	Iteration 11Q: 3 clusters Score -89042.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -89043.773438 Penalty: 2399.796631
	Iteration 12Q: 3 clusters Score -89043.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -89044.562500 Penalty: 2399.796631
	Iteration 13Q: 3 clusters Score -89044.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89044.851562 Penalty: 2399.796631
	Iteration 14Q: 3 clusters Score -89044.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89044.851562 Penalty: 2399.796631
	Iteration 15F: 3 clusters Score -89044.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Entering Unmasked Estep 
Score: -1640034.750000 Penalty: 1682.186401
	Iteration 0F: 2 clusters Score -1640035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1618824.500000 Penalty: 3364.372803
	Iteration 0F: 3 clusters Score -1618824 nChanged 14542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1627053.000000 Penalty: 3364.372803
	Iteration 1F: 3 clusters Score -1627053 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1627563.750000 Penalty: 3364.372803
	Iteration 2Q: 3 clusters Score -1627564 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1628181.500000 Penalty: 3364.372803
	Iteration 3Q: 3 clusters Score -1628182 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1628891.125000 Penalty: 3364.372803
	Iteration 4Q: 3 clusters Score -1628891 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1629659.125000 Penalty: 3364.372803
	Iteration 5F: 3 clusters Score -1629659 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1630757.875000 Penalty: 3364.372803
	Iteration 6F: 3 clusters Score -1630758 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -1632187.250000 Penalty: 3364.372803
	Iteration 7F: 3 clusters Score -1632187 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -1633657.375000 Penalty: 3364.372803
	Iteration 8F: 3 clusters Score -1633657 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -1634898.875000 Penalty: 3364.372803
	Iteration 9F: 3 clusters Score -1634899 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -1635763.875000 Penalty: 3364.372803
	Iteration 10Q: 3 clusters Score -1635764 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -1636355.500000 Penalty: 3364.372803
	Iteration 11Q: 3 clusters Score -1636356 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -1636742.625000 Penalty: 3364.372803
	Iteration 12Q: 3 clusters Score -1636743 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -1637060.250000 Penalty: 3364.372803
	Iteration 13Q: 3 clusters Score -1637060 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -1637326.000000 Penalty: 3364.372803
	Iteration 14Q: 3 clusters Score -1637326 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -1637570.250000 Penalty: 3364.372803
	Iteration 15Q: 3 clusters Score -1637570 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -1637797.375000 Penalty: 3364.372803
	Iteration 16Q: 3 clusters Score -1637797 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -1638064.750000 Penalty: 3364.372803
	Iteration 17Q: 3 clusters Score -1638065 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -1638342.500000 Penalty: 3364.372803
	Iteration 18Q: 3 clusters Score -1638342 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -1638601.250000 Penalty: 3364.372803
	Iteration 19Q: 3 clusters Score -1638601 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -1638840.250000 Penalty: 3364.372803
	Iteration 20F: 3 clusters Score -1638840 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -1639026.750000 Penalty: 3364.372803
	Iteration 21Q: 3 clusters Score -1639027 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -1639206.250000 Penalty: 3364.372803
	Iteration 22Q: 3 clusters Score -1639206 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -1639379.875000 Penalty: 3364.372803
	Iteration 23Q: 3 clusters Score -1639380 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -1639542.250000 Penalty: 3364.372803
	Iteration 24Q: 3 clusters Score -1639542 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -1639680.500000 Penalty: 3364.372803
	Iteration 25Q: 3 clusters Score -1639680 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -1639762.250000 Penalty: 3364.372803
	Iteration 26Q: 3 clusters Score -1639762 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -1639809.375000 Penalty: 3364.372803
	Iteration 27Q: 3 clusters Score -1639809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -1639838.750000 Penalty: 3364.372803
	Iteration 28Q: 3 clusters Score -1639839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -1639853.375000 Penalty: 3364.372803
	Iteration 29Q: 3 clusters Score -1639853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -1639864.125000 Penalty: 3364.372803
	Iteration 30Q: 3 clusters Score -1639864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -1639871.500000 Penalty: 3364.372803
	Iteration 31Q: 3 clusters Score -1639872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -1639878.375000 Penalty: 3364.372803
	Iteration 32Q: 3 clusters Score -1639878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -1639886.625000 Penalty: 3364.372803
	Iteration 33Q: 3 clusters Score -1639887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -1639887.000000 Penalty: 3364.372803
	Iteration 34Q: 3 clusters Score -1639887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -1639884.250000 Penalty: 3364.372803
	Iteration 35Q: 3 clusters Score -1639884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -1639886.625000 Penalty: 3364.372803
	Iteration 36Q: 3 clusters Score -1639887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -1639893.625000 Penalty: 3364.372803
	Iteration 37Q: 3 clusters Score -1639894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -1639896.250000 Penalty: 3364.372803
	Iteration 38Q: 3 clusters Score -1639896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -1639895.750000 Penalty: 3364.372803
	Iteration 39Q: 3 clusters Score -1639896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -1639893.375000 Penalty: 3364.372803
	Iteration 40F: 3 clusters Score -1639893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -1639894.000000 Penalty: 3364.372803
	Iteration 41Q: 3 clusters Score -1639894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -1639894.000000 Penalty: 3364.372803
	Iteration 42F: 3 clusters Score -1639894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -73895.390625 Penalty: 1172.117676
	Iteration 0F: 2 clusters Score -73895.39 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 701 members 
Entering Unmasked Estep 
Score: -72178.976562 Penalty: 2344.235352
	Iteration 0F: 3 clusters Score -72178.98 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -72512.031250 Penalty: 2344.235352
	Iteration 1F: 3 clusters Score -72512.03 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -72605.710938 Penalty: 2344.235352
	Iteration 2F: 3 clusters Score -72605.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -72637.750000 Penalty: 2344.235352
	Iteration 3Q: 3 clusters Score -72637.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -72659.617188 Penalty: 2344.235352
	Iteration 4Q: 3 clusters Score -72659.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -72673.968750 Penalty: 2344.235352
	Iteration 5Q: 3 clusters Score -72673.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -72681.406250 Penalty: 2344.235352
	Iteration 6Q: 3 clusters Score -72681.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -72685.984375 Penalty: 2344.235352
	Iteration 7Q: 3 clusters Score -72685.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -72693.296875 Penalty: 2344.235352
	Iteration 8Q: 3 clusters Score -72693.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -72697.750000 Penalty: 2344.235352
	Iteration 9Q: 3 clusters Score -72697.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -72703.695312 Penalty: 2344.235352
	Iteration 10Q: 3 clusters Score -72703.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -72708.281250 Penalty: 2344.235352
	Iteration 11Q: 3 clusters Score -72708.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -72711.203125 Penalty: 2344.235352
	Iteration 12Q: 3 clusters Score -72711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -72713.781250 Penalty: 2344.235352
	Iteration 13Q: 3 clusters Score -72713.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -72716.218750 Penalty: 2344.235352
	Iteration 14Q: 3 clusters Score -72716.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -72719.906250 Penalty: 2344.235352
	Iteration 15Q: 3 clusters Score -72719.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -72722.156250 Penalty: 2344.235352
	Iteration 16Q: 3 clusters Score -72722.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -72723.914062 Penalty: 2344.235352
	Iteration 17Q: 3 clusters Score -72723.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -72726.953125 Penalty: 2344.235352
	Iteration 18Q: 3 clusters Score -72726.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -72729.679688 Penalty: 2344.235352
	Iteration 19Q: 3 clusters Score -72729.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -72732.093750 Penalty: 2344.235352
	Iteration 20F: 3 clusters Score -72732.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -72733.132812 Penalty: 2344.235352
	Iteration 21Q: 3 clusters Score -72733.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -72733.406250 Penalty: 2344.235352
	Iteration 22Q: 3 clusters Score -72733.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -72733.476562 Penalty: 2344.235352
	Iteration 23Q: 3 clusters Score -72733.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -72733.476562 Penalty: 2344.235352
	Iteration 24F: 3 clusters Score -72733.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -94558.437500 Penalty: 1208.162720
	Iteration 0F: 2 clusters Score -94558.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -92658.750000 Penalty: 2416.325439
	Iteration 0F: 3 clusters Score -92658.75 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -93022.289062 Penalty: 2416.325439
	Iteration 1F: 3 clusters Score -93022.29 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -93110.218750 Penalty: 2416.325439
	Iteration 2F: 3 clusters Score -93110.22 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -93164.062500 Penalty: 2416.325439
	Iteration 3Q: 3 clusters Score -93164.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -93196.546875 Penalty: 2416.325439
	Iteration 4Q: 3 clusters Score -93196.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -93216.476562 Penalty: 2416.325439
	Iteration 5Q: 3 clusters Score -93216.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -93230.593750 Penalty: 2416.325439
	Iteration 6Q: 3 clusters Score -93230.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -93239.179688 Penalty: 2416.325439
	Iteration 7Q: 3 clusters Score -93239.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -93246.125000 Penalty: 2416.325439
	Iteration 8Q: 3 clusters Score -93246.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -93255.445312 Penalty: 2416.325439
	Iteration 9Q: 3 clusters Score -93255.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -93265.937500 Penalty: 2416.325439
	Iteration 10Q: 3 clusters Score -93265.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -93280.007812 Penalty: 2416.325439
	Iteration 11Q: 3 clusters Score -93280.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -93291.664062 Penalty: 2416.325439
	Iteration 12Q: 3 clusters Score -93291.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -93301.078125 Penalty: 2416.325439
	Iteration 13Q: 3 clusters Score -93301.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -93306.515625 Penalty: 2416.325439
	Iteration 14Q: 3 clusters Score -93306.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -93311.953125 Penalty: 2416.325439
	Iteration 15Q: 3 clusters Score -93311.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -93315.062500 Penalty: 2416.325439
	Iteration 16Q: 3 clusters Score -93315.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -93316.914062 Penalty: 2416.325439
	Iteration 17Q: 3 clusters Score -93316.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -93319.242188 Penalty: 2416.325439
	Iteration 18Q: 3 clusters Score -93319.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -93321.867188 Penalty: 2416.325439
	Iteration 19Q: 3 clusters Score -93321.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -93322.929688 Penalty: 2416.325439
	Iteration 20F: 3 clusters Score -93322.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -93323.843750 Penalty: 2416.325439
	Iteration 21Q: 3 clusters Score -93323.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -93323.843750 Penalty: 2416.325439
	Iteration 22F: 3 clusters Score -93323.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Entering Unmasked Estep 
Score: -225974.546875 Penalty: 1361.451172
	Iteration 0F: 2 clusters Score -225974.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -222414.671875 Penalty: 2722.902344
	Iteration 0F: 3 clusters Score -222414.7 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -223339.687500 Penalty: 2722.902344
	Iteration 1F: 3 clusters Score -223339.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -223479.328125 Penalty: 2722.902344
	Iteration 2F: 3 clusters Score -223479.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -223570.750000 Penalty: 2722.902344
	Iteration 3F: 3 clusters Score -223570.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -223642.203125 Penalty: 2722.902344
	Iteration 4Q: 3 clusters Score -223642.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -223701.656250 Penalty: 2722.902344
	Iteration 5Q: 3 clusters Score -223701.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -223764.468750 Penalty: 2722.902344
	Iteration 6Q: 3 clusters Score -223764.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -223818.484375 Penalty: 2722.902344
	Iteration 7Q: 3 clusters Score -223818.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -223870.953125 Penalty: 2722.902344
	Iteration 8Q: 3 clusters Score -223871 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -223920.484375 Penalty: 2722.902344
	Iteration 9Q: 3 clusters Score -223920.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -223974.312500 Penalty: 2722.902344
	Iteration 10Q: 3 clusters Score -223974.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -224037.859375 Penalty: 2722.902344
	Iteration 11Q: 3 clusters Score -224037.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -224095.578125 Penalty: 2722.902344
	Iteration 12Q: 3 clusters Score -224095.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -224165.765625 Penalty: 2722.902344
	Iteration 13Q: 3 clusters Score -224165.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -224248.640625 Penalty: 2722.902344
	Iteration 14Q: 3 clusters Score -224248.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -224316.171875 Penalty: 2722.902344
	Iteration 15Q: 3 clusters Score -224316.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -224369.359375 Penalty: 2722.902344
	Iteration 16Q: 3 clusters Score -224369.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -224418.265625 Penalty: 2722.902344
	Iteration 17Q: 3 clusters Score -224418.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -224448.750000 Penalty: 2722.902344
	Iteration 18Q: 3 clusters Score -224448.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -224476.656250 Penalty: 2722.902344
	Iteration 19Q: 3 clusters Score -224476.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -224502.656250 Penalty: 2722.902344
	Iteration 20F: 3 clusters Score -224502.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -224526.500000 Penalty: 2722.902344
	Iteration 21Q: 3 clusters Score -224526.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -224544.937500 Penalty: 2722.902344
	Iteration 22Q: 3 clusters Score -224544.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -224568.500000 Penalty: 2722.902344
	Iteration 23Q: 3 clusters Score -224568.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -224591.734375 Penalty: 2722.902344
	Iteration 24Q: 3 clusters Score -224591.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -224620.140625 Penalty: 2722.902344
	Iteration 25Q: 3 clusters Score -224620.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -224656.906250 Penalty: 2722.902344
	Iteration 26Q: 3 clusters Score -224656.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -224709.078125 Penalty: 2722.902344
	Iteration 27Q: 3 clusters Score -224709.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -224752.343750 Penalty: 2722.902344
	Iteration 28Q: 3 clusters Score -224752.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -224780.968750 Penalty: 2722.902344
	Iteration 29Q: 3 clusters Score -224781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -224799.859375 Penalty: 2722.902344
	Iteration 30Q: 3 clusters Score -224799.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -224819.640625 Penalty: 2722.902344
	Iteration 31Q: 3 clusters Score -224819.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -224832.437500 Penalty: 2722.902344
	Iteration 32Q: 3 clusters Score -224832.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -224846.640625 Penalty: 2722.902344
	Iteration 33Q: 3 clusters Score -224846.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -224860.062500 Penalty: 2722.902344
	Iteration 34Q: 3 clusters Score -224860.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -224871.250000 Penalty: 2722.902344
	Iteration 35Q: 3 clusters Score -224871.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -224880.750000 Penalty: 2722.902344
	Iteration 36Q: 3 clusters Score -224880.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -224886.015625 Penalty: 2722.902344
	Iteration 37Q: 3 clusters Score -224886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -224891.500000 Penalty: 2722.902344
	Iteration 38Q: 3 clusters Score -224891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -224892.953125 Penalty: 2722.902344
	Iteration 39Q: 3 clusters Score -224893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -224894.750000 Penalty: 2722.902344
	Iteration 40F: 3 clusters Score -224894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -224895.703125 Penalty: 2722.902344
	Iteration 41Q: 3 clusters Score -224895.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -224895.703125 Penalty: 2722.902344
	Iteration 42F: 3 clusters Score -224895.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Entering Unmasked Estep 
Score: -753887.437500 Penalty: 1552.674805
	Iteration 0F: 2 clusters Score -753887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -744081.250000 Penalty: 3105.349609
	Iteration 0F: 3 clusters Score -744081.2 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -747386.812500 Penalty: 3105.349609
	Iteration 1F: 3 clusters Score -747386.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -747656.062500 Penalty: 3105.349609
	Iteration 2F: 3 clusters Score -747656.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -747940.375000 Penalty: 3105.349609
	Iteration 3Q: 3 clusters Score -747940.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -748304.250000 Penalty: 3105.349609
	Iteration 4F: 3 clusters Score -748304.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -748785.687500 Penalty: 3105.349609
	Iteration 5F: 3 clusters Score -748785.7 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -749376.125000 Penalty: 3105.349609
	Iteration 6F: 3 clusters Score -749376.1 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -750116.500000 Penalty: 3105.349609
	Iteration 7F: 3 clusters Score -750116.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -750947.437500 Penalty: 3105.349609
	Iteration 8F: 3 clusters Score -750947.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -751623.375000 Penalty: 3105.349609
	Iteration 9Q: 3 clusters Score -751623.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -752083.500000 Penalty: 3105.349609
	Iteration 10Q: 3 clusters Score -752083.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -752317.937500 Penalty: 3105.349609
	Iteration 11Q: 3 clusters Score -752317.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -752424.187500 Penalty: 3105.349609
	Iteration 12Q: 3 clusters Score -752424.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -752468.187500 Penalty: 3105.349609
	Iteration 13Q: 3 clusters Score -752468.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -752496.250000 Penalty: 3105.349609
	Iteration 14Q: 3 clusters Score -752496.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -752517.187500 Penalty: 3105.349609
	Iteration 15Q: 3 clusters Score -752517.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -752528.625000 Penalty: 3105.349609
	Iteration 16Q: 3 clusters Score -752528.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -752540.875000 Penalty: 3105.349609
	Iteration 17Q: 3 clusters Score -752540.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -752551.875000 Penalty: 3105.349609
	Iteration 18Q: 3 clusters Score -752551.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -752562.000000 Penalty: 3105.349609
	Iteration 19Q: 3 clusters Score -752562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -752573.062500 Penalty: 3105.349609
	Iteration 20F: 3 clusters Score -752573.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -752581.812500 Penalty: 3105.349609
	Iteration 21Q: 3 clusters Score -752581.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -752586.750000 Penalty: 3105.349609
	Iteration 22Q: 3 clusters Score -752586.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -752591.562500 Penalty: 3105.349609
	Iteration 23Q: 3 clusters Score -752591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -752596.312500 Penalty: 3105.349609
	Iteration 24Q: 3 clusters Score -752596.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -752597.812500 Penalty: 3105.349609
	Iteration 25Q: 3 clusters Score -752597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -752598.250000 Penalty: 3105.349609
	Iteration 26Q: 3 clusters Score -752598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -752598.562500 Penalty: 3105.349609
	Iteration 27Q: 3 clusters Score -752598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -752598.937500 Penalty: 3105.349609
	Iteration 28Q: 3 clusters Score -752598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -752601.625000 Penalty: 3105.349609
	Iteration 29Q: 3 clusters Score -752601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -752601.125000 Penalty: 3105.349609
	Iteration 30Q: 3 clusters Score -752601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -752604.625000 Penalty: 3105.349609
	Iteration 31Q: 3 clusters Score -752604.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -752606.500000 Penalty: 3105.349609
	Iteration 32Q: 3 clusters Score -752606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -752605.187500 Penalty: 3105.349609
	Iteration 33Q: 3 clusters Score -752605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -752605.812500 Penalty: 3105.349609
	Iteration 34Q: 3 clusters Score -752605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -752605.812500 Penalty: 3105.349609
	Iteration 35F: 3 clusters Score -752605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Entering Unmasked Estep 
Score: -2703207.500000 Penalty: 1762.026611
	Iteration 0F: 2 clusters Score -2703208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -2669018.250000 Penalty: 3524.053223
	Iteration 0F: 3 clusters Score -2669018 nChanged 24031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -2682508.000000 Penalty: 3524.053223
	Iteration 1F: 3 clusters Score -2682508 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -2682902.750000 Penalty: 3524.053223
	Iteration 2Q: 3 clusters Score -2682903 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2683280.250000 Penalty: 3524.053223
	Iteration 3Q: 3 clusters Score -2683280 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2683701.500000 Penalty: 3524.053223
	Iteration 4Q: 3 clusters Score -2683702 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2684206.750000 Penalty: 3524.053223
	Iteration 5Q: 3 clusters Score -2684207 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2684826.000000 Penalty: 3524.053223
	Iteration 6Q: 3 clusters Score -2684826 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2685630.000000 Penalty: 3524.053223
	Iteration 7Q: 3 clusters Score -2685630 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2686870.500000 Penalty: 3524.053223
	Iteration 8Q: 3 clusters Score -2686870 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2688648.750000 Penalty: 3524.053223
	Iteration 9F: 3 clusters Score -2688649 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2691052.750000 Penalty: 3524.053223
	Iteration 10F: 3 clusters Score -2691053 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2693652.500000 Penalty: 3524.053223
	Iteration 11F: 3 clusters Score -2693652 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2695607.500000 Penalty: 3524.053223
	Iteration 12Q: 3 clusters Score -2695608 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2696688.750000 Penalty: 3524.053223
	Iteration 13Q: 3 clusters Score -2696689 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2697294.500000 Penalty: 3524.053223
	Iteration 14Q: 3 clusters Score -2697294 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2697681.500000 Penalty: 3524.053223
	Iteration 15Q: 3 clusters Score -2697682 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2698052.750000 Penalty: 3524.053223
	Iteration 16Q: 3 clusters Score -2698053 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2698387.750000 Penalty: 3524.053223
	Iteration 17Q: 3 clusters Score -2698388 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2698701.750000 Penalty: 3524.053223
	Iteration 18Q: 3 clusters Score -2698702 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2699016.750000 Penalty: 3524.053223
	Iteration 19Q: 3 clusters Score -2699017 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2699322.250000 Penalty: 3524.053223
	Iteration 20F: 3 clusters Score -2699322 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2699615.750000 Penalty: 3524.053223
	Iteration 21Q: 3 clusters Score -2699616 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2699899.000000 Penalty: 3524.053223
	Iteration 22Q: 3 clusters Score -2699899 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2700161.000000 Penalty: 3524.053223
	Iteration 23Q: 3 clusters Score -2700161 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2700426.500000 Penalty: 3524.053223
	Iteration 24Q: 3 clusters Score -2700426 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2700664.000000 Penalty: 3524.053223
	Iteration 25Q: 3 clusters Score -2700664 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2700895.750000 Penalty: 3524.053223
	Iteration 26Q: 3 clusters Score -2700896 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2701085.000000 Penalty: 3524.053223
	Iteration 27Q: 3 clusters Score -2701085 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2701258.250000 Penalty: 3524.053223
	Iteration 28Q: 3 clusters Score -2701258 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2701388.750000 Penalty: 3524.053223
	Iteration 29Q: 3 clusters Score -2701389 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2701497.250000 Penalty: 3524.053223
	Iteration 30Q: 3 clusters Score -2701497 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2701562.000000 Penalty: 3524.053223
	Iteration 31Q: 3 clusters Score -2701562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2701605.000000 Penalty: 3524.053223
	Iteration 32Q: 3 clusters Score -2701605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2701638.000000 Penalty: 3524.053223
	Iteration 33Q: 3 clusters Score -2701638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2701667.500000 Penalty: 3524.053223
	Iteration 34Q: 3 clusters Score -2701668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2701691.500000 Penalty: 3524.053223
	Iteration 35Q: 3 clusters Score -2701692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2701706.000000 Penalty: 3524.053223
	Iteration 36Q: 3 clusters Score -2701706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2701717.500000 Penalty: 3524.053223
	Iteration 37Q: 3 clusters Score -2701718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2701728.000000 Penalty: 3524.053223
	Iteration 38Q: 3 clusters Score -2701728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2701733.750000 Penalty: 3524.053223
	Iteration 39Q: 3 clusters Score -2701734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2701735.250000 Penalty: 3524.053223
	Iteration 40F: 3 clusters Score -2701735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2701732.000000 Penalty: 3524.053223
	Iteration 41Q: 3 clusters Score -2701732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2701736.500000 Penalty: 3524.053223
	Iteration 42Q: 3 clusters Score -2701736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2701740.000000 Penalty: 3524.053223
	Iteration 43Q: 3 clusters Score -2701740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2701741.250000 Penalty: 3524.053223
	Iteration 44Q: 3 clusters Score -2701741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2701741.250000 Penalty: 3524.053223
	Iteration 45F: 3 clusters Score -2701741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (74860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Entering Unmasked Estep 
Score: -3863866.250000 Penalty: 1823.798462
	Iteration 0F: 2 clusters Score -3863866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -3813635.500000 Penalty: 3647.596924
	Iteration 0F: 3 clusters Score -3813636 nChanged 35511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -3834148.500000 Penalty: 3647.596924
	Iteration 1F: 3 clusters Score -3834148 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -3834601.250000 Penalty: 3647.596924
	Iteration 2Q: 3 clusters Score -3834601 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -3835072.500000 Penalty: 3647.596924
	Iteration 3Q: 3 clusters Score -3835072 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -3835787.750000 Penalty: 3647.596924
	Iteration 4Q: 3 clusters Score -3835788 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -3836795.500000 Penalty: 3647.596924
	Iteration 5Q: 3 clusters Score -3836796 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -3838529.000000 Penalty: 3647.596924
	Iteration 6Q: 3 clusters Score -3838529 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3841386.500000 Penalty: 3647.596924
	Iteration 7F: 3 clusters Score -3841386 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3845787.000000 Penalty: 3647.596924
	Iteration 8F: 3 clusters Score -3845787 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3851503.750000 Penalty: 3647.596924
	Iteration 9F: 3 clusters Score -3851504 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3856399.500000 Penalty: 3647.596924
	Iteration 10F: 3 clusters Score -3856400 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3858733.750000 Penalty: 3647.596924
	Iteration 11Q: 3 clusters Score -3858734 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3859881.250000 Penalty: 3647.596924
	Iteration 12Q: 3 clusters Score -3859881 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3860639.250000 Penalty: 3647.596924
	Iteration 13Q: 3 clusters Score -3860639 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3861118.750000 Penalty: 3647.596924
	Iteration 14Q: 3 clusters Score -3861119 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3861455.250000 Penalty: 3647.596924
	Iteration 15Q: 3 clusters Score -3861455 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3861718.500000 Penalty: 3647.596924
	Iteration 16Q: 3 clusters Score -3861718 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3861902.750000 Penalty: 3647.596924
	Iteration 17Q: 3 clusters Score -3861903 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3862040.500000 Penalty: 3647.596924
	Iteration 18Q: 3 clusters Score -3862040 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3862158.250000 Penalty: 3647.596924
	Iteration 19Q: 3 clusters Score -3862158 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3862248.500000 Penalty: 3647.596924
	Iteration 20F: 3 clusters Score -3862248 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -3862322.750000 Penalty: 3647.596924
	Iteration 21Q: 3 clusters Score -3862323 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3862371.500000 Penalty: 3647.596924
	Iteration 22Q: 3 clusters Score -3862372 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3862408.000000 Penalty: 3647.596924
	Iteration 23Q: 3 clusters Score -3862408 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3862469.000000 Penalty: 3647.596924
	Iteration 24Q: 3 clusters Score -3862469 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3862497.750000 Penalty: 3647.596924
	Iteration 25Q: 3 clusters Score -3862498 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67572 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3862525.250000 Penalty: 3647.596924
	Iteration 26Q: 3 clusters Score -3862525 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3862536.000000 Penalty: 3647.596924
	Iteration 27Q: 3 clusters Score -3862536 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -3862578.500000 Penalty: 3647.596924
	Iteration 28Q: 3 clusters Score -3862578 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3862596.750000 Penalty: 3647.596924
	Iteration 29Q: 3 clusters Score -3862597 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3862634.000000 Penalty: 3647.596924
	Iteration 30Q: 3 clusters Score -3862634 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3862641.250000 Penalty: 3647.596924
	Iteration 31Q: 3 clusters Score -3862641 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3862647.750000 Penalty: 3647.596924
	Iteration 32Q: 3 clusters Score -3862648 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -3862663.250000 Penalty: 3647.596924
	Iteration 33Q: 3 clusters Score -3862663 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3862670.000000 Penalty: 3647.596924
	Iteration 34Q: 3 clusters Score -3862670 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3862672.750000 Penalty: 3647.596924
	Iteration 35Q: 3 clusters Score -3862673 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3862692.000000 Penalty: 3647.596924
	Iteration 36Q: 3 clusters Score -3862692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3862698.500000 Penalty: 3647.596924
	Iteration 37Q: 3 clusters Score -3862698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3862708.250000 Penalty: 3647.596924
	Iteration 38Q: 3 clusters Score -3862708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3862714.750000 Penalty: 3647.596924
	Iteration 39Q: 3 clusters Score -3862715 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3862736.750000 Penalty: 3647.596924
	Iteration 40F: 3 clusters Score -3862737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3862740.000000 Penalty: 3647.596924
	Iteration 41Q: 3 clusters Score -3862740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3862737.750000 Penalty: 3647.596924
	Iteration 42Q: 3 clusters Score -3862738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3862745.000000 Penalty: 3647.596924
	Iteration 43Q: 3 clusters Score -3862745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3862744.750000 Penalty: 3647.596924
	Iteration 44Q: 3 clusters Score -3862745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3862741.750000 Penalty: 3647.596924
	Iteration 45Q: 3 clusters Score -3862742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3862740.250000 Penalty: 3647.596924
	Iteration 46Q: 3 clusters Score -3862740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3862743.750000 Penalty: 3647.596924
	Iteration 47Q: 3 clusters Score -3862744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3862743.500000 Penalty: 3647.596924
	Iteration 48Q: 3 clusters Score -3862744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3862741.500000 Penalty: 3647.596924
	Iteration 49Q: 3 clusters Score -3862742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3862743.500000 Penalty: 3647.596924
	Iteration 50Q: 3 clusters Score -3862744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3862741.250000 Penalty: 3647.596924
	Iteration 51Q: 3 clusters Score -3862741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3862747.500000 Penalty: 3647.596924
	Iteration 52Q: 3 clusters Score -3862748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3862746.250000 Penalty: 3647.596924
	Iteration 53Q: 3 clusters Score -3862746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3862753.750000 Penalty: 3647.596924
	Iteration 54Q: 3 clusters Score -3862754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3862751.750000 Penalty: 3647.596924
	Iteration 55Q: 3 clusters Score -3862752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3862752.000000 Penalty: 3647.596924
	Iteration 56Q: 3 clusters Score -3862752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3862756.750000 Penalty: 3647.596924
	Iteration 57Q: 3 clusters Score -3862757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3862749.250000 Penalty: 3647.596924
	Iteration 58Q: 3 clusters Score -3862749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3862757.250000 Penalty: 3647.596924
	Iteration 59Q: 3 clusters Score -3862757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -3862759.250000 Penalty: 3647.596924
	Iteration 60F: 3 clusters Score -3862759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3862759.750000 Penalty: 3647.596924
	Iteration 61Q: 3 clusters Score -3862760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3862763.250000 Penalty: 3647.596924
	Iteration 62Q: 3 clusters Score -3862763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3862763.250000 Penalty: 3647.596924
	Iteration 63Q: 3 clusters Score -3862763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3862762.500000 Penalty: 3647.596924
	Iteration 64Q: 3 clusters Score -3862762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3862760.000000 Penalty: 3647.596924
	Iteration 65Q: 3 clusters Score -3862760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3862760.000000 Penalty: 3647.596924
	Iteration 66F: 3 clusters Score -3862760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Entering Unmasked Estep 
Score: -3374571.500000 Penalty: 1799.570679
	Iteration 0F: 2 clusters Score -3374572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -3331456.500000 Penalty: 3599.141357
	Iteration 0F: 3 clusters Score -3331456 nChanged 30498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -3348560.000000 Penalty: 3599.141357
	Iteration 1F: 3 clusters Score -3348560 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3349020.750000 Penalty: 3599.141357
	Iteration 2Q: 3 clusters Score -3349021 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -3349498.750000 Penalty: 3599.141357
	Iteration 3Q: 3 clusters Score -3349499 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3350228.250000 Penalty: 3599.141357
	Iteration 4Q: 3 clusters Score -3350228 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3351436.000000 Penalty: 3599.141357
	Iteration 5Q: 3 clusters Score -3351436 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3353393.250000 Penalty: 3599.141357
	Iteration 6F: 3 clusters Score -3353393 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3356706.750000 Penalty: 3599.141357
	Iteration 7F: 3 clusters Score -3356707 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3361535.250000 Penalty: 3599.141357
	Iteration 8F: 3 clusters Score -3361535 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3366641.250000 Penalty: 3599.141357
	Iteration 9F: 3 clusters Score -3366641 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3370320.500000 Penalty: 3599.141357
	Iteration 10F: 3 clusters Score -3370320 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3372033.500000 Penalty: 3599.141357
	Iteration 11Q: 3 clusters Score -3372034 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3372627.250000 Penalty: 3599.141357
	Iteration 12Q: 3 clusters Score -3372627 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3372805.500000 Penalty: 3599.141357
	Iteration 13Q: 3 clusters Score -3372806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3372887.750000 Penalty: 3599.141357
	Iteration 14Q: 3 clusters Score -3372888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3372931.250000 Penalty: 3599.141357
	Iteration 15Q: 3 clusters Score -3372931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3372953.500000 Penalty: 3599.141357
	Iteration 16Q: 3 clusters Score -3372954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3372963.250000 Penalty: 3599.141357
	Iteration 17Q: 3 clusters Score -3372963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3372972.000000 Penalty: 3599.141357
	Iteration 18Q: 3 clusters Score -3372972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3372987.000000 Penalty: 3599.141357
	Iteration 19Q: 3 clusters Score -3372987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3372991.750000 Penalty: 3599.141357
	Iteration 20F: 3 clusters Score -3372992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3372994.000000 Penalty: 3599.141357
	Iteration 21Q: 3 clusters Score -3372994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3372994.000000 Penalty: 3599.141357
	Iteration 22F: 3 clusters Score -3372994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -186598.781250 Penalty: 1321.708008
	Iteration 0F: 2 clusters Score -186598.8 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 1734 members 
Entering Unmasked Estep 
Score: -183604.234375 Penalty: 2643.416016
	Iteration 0F: 3 clusters Score -183604.2 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -184364.250000 Penalty: 2643.416016
	Iteration 1F: 3 clusters Score -184364.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -184508.343750 Penalty: 2643.416016
	Iteration 2F: 3 clusters Score -184508.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -184589.593750 Penalty: 2643.416016
	Iteration 3Q: 3 clusters Score -184589.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -184638.421875 Penalty: 2643.416016
	Iteration 4Q: 3 clusters Score -184638.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -184669.843750 Penalty: 2643.416016
	Iteration 5Q: 3 clusters Score -184669.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -184692.765625 Penalty: 2643.416016
	Iteration 6Q: 3 clusters Score -184692.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -184709.875000 Penalty: 2643.416016
	Iteration 7Q: 3 clusters Score -184709.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -184730.203125 Penalty: 2643.416016
	Iteration 8Q: 3 clusters Score -184730.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -184746.250000 Penalty: 2643.416016
	Iteration 9Q: 3 clusters Score -184746.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -184764.218750 Penalty: 2643.416016
	Iteration 10Q: 3 clusters Score -184764.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -184783.687500 Penalty: 2643.416016
	Iteration 11Q: 3 clusters Score -184783.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -184811.015625 Penalty: 2643.416016
	Iteration 12Q: 3 clusters Score -184811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -184829.937500 Penalty: 2643.416016
	Iteration 13Q: 3 clusters Score -184829.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -184851.109375 Penalty: 2643.416016
	Iteration 14Q: 3 clusters Score -184851.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -184874.828125 Penalty: 2643.416016
	Iteration 15Q: 3 clusters Score -184874.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -184900.265625 Penalty: 2643.416016
	Iteration 16Q: 3 clusters Score -184900.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -184930.187500 Penalty: 2643.416016
	Iteration 17Q: 3 clusters Score -184930.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -184965.437500 Penalty: 2643.416016
	Iteration 18Q: 3 clusters Score -184965.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -185002.281250 Penalty: 2643.416016
	Iteration 19Q: 3 clusters Score -185002.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -185039.515625 Penalty: 2643.416016
	Iteration 20F: 3 clusters Score -185039.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -185071.000000 Penalty: 2643.416016
	Iteration 21Q: 3 clusters Score -185071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -185106.656250 Penalty: 2643.416016
	Iteration 22Q: 3 clusters Score -185106.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -185139.046875 Penalty: 2643.416016
	Iteration 23Q: 3 clusters Score -185139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -185167.453125 Penalty: 2643.416016
	Iteration 24Q: 3 clusters Score -185167.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -185199.453125 Penalty: 2643.416016
	Iteration 25Q: 3 clusters Score -185199.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -185225.015625 Penalty: 2643.416016
	Iteration 26Q: 3 clusters Score -185225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -185244.937500 Penalty: 2643.416016
	Iteration 27Q: 3 clusters Score -185244.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -185265.078125 Penalty: 2643.416016
	Iteration 28Q: 3 clusters Score -185265.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -185279.171875 Penalty: 2643.416016
	Iteration 29Q: 3 clusters Score -185279.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -185290.343750 Penalty: 2643.416016
	Iteration 30Q: 3 clusters Score -185290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -185303.140625 Penalty: 2643.416016
	Iteration 31Q: 3 clusters Score -185303.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -185315.171875 Penalty: 2643.416016
	Iteration 32Q: 3 clusters Score -185315.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -185323.562500 Penalty: 2643.416016
	Iteration 33Q: 3 clusters Score -185323.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -185332.421875 Penalty: 2643.416016
	Iteration 34Q: 3 clusters Score -185332.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -185341.546875 Penalty: 2643.416016
	Iteration 35Q: 3 clusters Score -185341.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -185347.171875 Penalty: 2643.416016
	Iteration 36Q: 3 clusters Score -185347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -185353.296875 Penalty: 2643.416016
	Iteration 37Q: 3 clusters Score -185353.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -185362.312500 Penalty: 2643.416016
	Iteration 38Q: 3 clusters Score -185362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -185366.187500 Penalty: 2643.416016
	Iteration 39Q: 3 clusters Score -185366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -185369.156250 Penalty: 2643.416016
	Iteration 40F: 3 clusters Score -185369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -185369.937500 Penalty: 2643.416016
	Iteration 41Q: 3 clusters Score -185369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -185370.296875 Penalty: 2643.416016
	Iteration 42Q: 3 clusters Score -185370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -185371.765625 Penalty: 2643.416016
	Iteration 43Q: 3 clusters Score -185371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -185374.093750 Penalty: 2643.416016
	Iteration 44Q: 3 clusters Score -185374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -185374.140625 Penalty: 2643.416016
	Iteration 45Q: 3 clusters Score -185374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -185375.359375 Penalty: 2643.416016
	Iteration 46Q: 3 clusters Score -185375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -185375.359375 Penalty: 2643.416016
	Iteration 47F: 3 clusters Score -185375.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Entering Unmasked Estep 
Score: -1575370.000000 Penalty: 1674.808960
	Iteration 0F: 2 clusters Score -1575370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1555157.125000 Penalty: 3349.617920
	Iteration 0F: 3 clusters Score -1555157 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1562908.125000 Penalty: 3349.617920
	Iteration 1F: 3 clusters Score -1562908 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1563242.875000 Penalty: 3349.617920
	Iteration 2Q: 3 clusters Score -1563243 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1563529.750000 Penalty: 3349.617920
	Iteration 3Q: 3 clusters Score -1563530 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1563864.500000 Penalty: 3349.617920
	Iteration 4Q: 3 clusters Score -1563864 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1564228.125000 Penalty: 3349.617920
	Iteration 5Q: 3 clusters Score -1564228 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1564619.375000 Penalty: 3349.617920
	Iteration 6Q: 3 clusters Score -1564619 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1565165.125000 Penalty: 3349.617920
	Iteration 7Q: 3 clusters Score -1565165 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1565886.750000 Penalty: 3349.617920
	Iteration 8Q: 3 clusters Score -1565887 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1566916.875000 Penalty: 3349.617920
	Iteration 9F: 3 clusters Score -1566917 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1568056.625000 Penalty: 3349.617920
	Iteration 10F: 3 clusters Score -1568057 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1569025.875000 Penalty: 3349.617920
	Iteration 11F: 3 clusters Score -1569026 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1569692.750000 Penalty: 3349.617920
	Iteration 12Q: 3 clusters Score -1569693 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1570050.875000 Penalty: 3349.617920
	Iteration 13Q: 3 clusters Score -1570051 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1570331.750000 Penalty: 3349.617920
	Iteration 14Q: 3 clusters Score -1570332 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1570569.750000 Penalty: 3349.617920
	Iteration 15Q: 3 clusters Score -1570570 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1570792.250000 Penalty: 3349.617920
	Iteration 16Q: 3 clusters Score -1570792 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1571023.250000 Penalty: 3349.617920
	Iteration 17Q: 3 clusters Score -1571023 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1571228.375000 Penalty: 3349.617920
	Iteration 18Q: 3 clusters Score -1571228 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1571443.750000 Penalty: 3349.617920
	Iteration 19Q: 3 clusters Score -1571444 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1571645.375000 Penalty: 3349.617920
	Iteration 20F: 3 clusters Score -1571645 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1571847.625000 Penalty: 3349.617920
	Iteration 21Q: 3 clusters Score -1571848 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1572007.750000 Penalty: 3349.617920
	Iteration 22Q: 3 clusters Score -1572008 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1572154.500000 Penalty: 3349.617920
	Iteration 23Q: 3 clusters Score -1572154 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1572287.500000 Penalty: 3349.617920
	Iteration 24Q: 3 clusters Score -1572288 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1572397.375000 Penalty: 3349.617920
	Iteration 25Q: 3 clusters Score -1572397 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1572495.000000 Penalty: 3349.617920
	Iteration 26Q: 3 clusters Score -1572495 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1572582.750000 Penalty: 3349.617920
	Iteration 27Q: 3 clusters Score -1572583 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1572667.500000 Penalty: 3349.617920
	Iteration 28Q: 3 clusters Score -1572668 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1572767.750000 Penalty: 3349.617920
	Iteration 29Q: 3 clusters Score -1572768 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1572845.625000 Penalty: 3349.617920
	Iteration 30Q: 3 clusters Score -1572846 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1572941.500000 Penalty: 3349.617920
	Iteration 31Q: 3 clusters Score -1572942 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1573027.500000 Penalty: 3349.617920
	Iteration 32Q: 3 clusters Score -1573028 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1573123.375000 Penalty: 3349.617920
	Iteration 33Q: 3 clusters Score -1573123 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1573184.500000 Penalty: 3349.617920
	Iteration 34Q: 3 clusters Score -1573184 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1573247.625000 Penalty: 3349.617920
	Iteration 35Q: 3 clusters Score -1573248 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1573313.875000 Penalty: 3349.617920
	Iteration 36Q: 3 clusters Score -1573314 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1573351.375000 Penalty: 3349.617920
	Iteration 37Q: 3 clusters Score -1573351 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1573389.500000 Penalty: 3349.617920
	Iteration 38Q: 3 clusters Score -1573390 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1573427.375000 Penalty: 3349.617920
	Iteration 39Q: 3 clusters Score -1573427 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1573464.250000 Penalty: 3349.617920
	Iteration 40F: 3 clusters Score -1573464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1573496.000000 Penalty: 3349.617920
	Iteration 41Q: 3 clusters Score -1573496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1573535.125000 Penalty: 3349.617920
	Iteration 42Q: 3 clusters Score -1573535 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1573570.875000 Penalty: 3349.617920
	Iteration 43Q: 3 clusters Score -1573571 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1573601.875000 Penalty: 3349.617920
	Iteration 44Q: 3 clusters Score -1573602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1573628.000000 Penalty: 3349.617920
	Iteration 45Q: 3 clusters Score -1573628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1573651.500000 Penalty: 3349.617920
	Iteration 46Q: 3 clusters Score -1573652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1573675.375000 Penalty: 3349.617920
	Iteration 47Q: 3 clusters Score -1573675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1573701.250000 Penalty: 3349.617920
	Iteration 48Q: 3 clusters Score -1573701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1573724.625000 Penalty: 3349.617920
	Iteration 49Q: 3 clusters Score -1573725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1573746.500000 Penalty: 3349.617920
	Iteration 50Q: 3 clusters Score -1573746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1573769.125000 Penalty: 3349.617920
	Iteration 51Q: 3 clusters Score -1573769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1573787.750000 Penalty: 3349.617920
	Iteration 52Q: 3 clusters Score -1573788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1573803.125000 Penalty: 3349.617920
	Iteration 53Q: 3 clusters Score -1573803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1573820.750000 Penalty: 3349.617920
	Iteration 54Q: 3 clusters Score -1573821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1573832.000000 Penalty: 3349.617920
	Iteration 55Q: 3 clusters Score -1573832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1573838.250000 Penalty: 3349.617920
	Iteration 56Q: 3 clusters Score -1573838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1573847.000000 Penalty: 3349.617920
	Iteration 57Q: 3 clusters Score -1573847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1573865.750000 Penalty: 3349.617920
	Iteration 58Q: 3 clusters Score -1573866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1573877.500000 Penalty: 3349.617920
	Iteration 59Q: 3 clusters Score -1573878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1573880.750000 Penalty: 3349.617920
	Iteration 60F: 3 clusters Score -1573881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1573884.250000 Penalty: 3349.617920
	Iteration 61Q: 3 clusters Score -1573884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1573886.375000 Penalty: 3349.617920
	Iteration 62Q: 3 clusters Score -1573886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1573889.500000 Penalty: 3349.617920
	Iteration 63Q: 3 clusters Score -1573890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1573891.875000 Penalty: 3349.617920
	Iteration 64Q: 3 clusters Score -1573892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1573894.375000 Penalty: 3349.617920
	Iteration 65Q: 3 clusters Score -1573894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1573894.125000 Penalty: 3349.617920
	Iteration 66Q: 3 clusters Score -1573894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1573899.250000 Penalty: 3349.617920
	Iteration 67Q: 3 clusters Score -1573899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1573902.500000 Penalty: 3349.617920
	Iteration 68Q: 3 clusters Score -1573902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1573906.250000 Penalty: 3349.617920
	Iteration 69Q: 3 clusters Score -1573906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1573906.625000 Penalty: 3349.617920
	Iteration 70Q: 3 clusters Score -1573907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1573910.875000 Penalty: 3349.617920
	Iteration 71Q: 3 clusters Score -1573911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1573908.500000 Penalty: 3349.617920
	Iteration 72Q: 3 clusters Score -1573908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1573909.750000 Penalty: 3349.617920
	Iteration 73Q: 3 clusters Score -1573910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1573911.000000 Penalty: 3349.617920
	Iteration 74Q: 3 clusters Score -1573911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1573914.250000 Penalty: 3349.617920
	Iteration 75Q: 3 clusters Score -1573914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1573916.500000 Penalty: 3349.617920
	Iteration 76Q: 3 clusters Score -1573916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1573918.250000 Penalty: 3349.617920
	Iteration 77Q: 3 clusters Score -1573918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1573922.500000 Penalty: 3349.617920
	Iteration 78Q: 3 clusters Score -1573922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1573924.750000 Penalty: 3349.617920
	Iteration 79Q: 3 clusters Score -1573925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1573929.625000 Penalty: 3349.617920
	Iteration 80F: 3 clusters Score -1573930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1573931.250000 Penalty: 3349.617920
	Iteration 81Q: 3 clusters Score -1573931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1573932.750000 Penalty: 3349.617920
	Iteration 82Q: 3 clusters Score -1573933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1573933.500000 Penalty: 3349.617920
	Iteration 83Q: 3 clusters Score -1573934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1573933.000000 Penalty: 3349.617920
	Iteration 84Q: 3 clusters Score -1573933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1573933.875000 Penalty: 3349.617920
	Iteration 85Q: 3 clusters Score -1573934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1573934.625000 Penalty: 3349.617920
	Iteration 86Q: 3 clusters Score -1573935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1573935.000000 Penalty: 3349.617920
	Iteration 87Q: 3 clusters Score -1573935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1573934.625000 Penalty: 3349.617920
	Iteration 88Q: 3 clusters Score -1573935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1573935.250000 Penalty: 3349.617920
	Iteration 89Q: 3 clusters Score -1573935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1573935.250000 Penalty: 3349.617920
	Iteration 90F: 3 clusters Score -1573935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Entering Unmasked Estep 
Score: -3193920.500000 Penalty: 1792.381348
	Iteration 0F: 2 clusters Score -3193920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3152659.500000 Penalty: 3584.762695
	Iteration 0F: 3 clusters Score -3152660 nChanged 29015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3169228.750000 Penalty: 3584.762695
	Iteration 1F: 3 clusters Score -3169229 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -3169734.250000 Penalty: 3584.762695
	Iteration 2Q: 3 clusters Score -3169734 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3170299.250000 Penalty: 3584.762695
	Iteration 3Q: 3 clusters Score -3170299 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -3170948.500000 Penalty: 3584.762695
	Iteration 4Q: 3 clusters Score -3170948 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -3171772.500000 Penalty: 3584.762695
	Iteration 5Q: 3 clusters Score -3171772 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -3172905.500000 Penalty: 3584.762695
	Iteration 6Q: 3 clusters Score -3172906 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -3174711.750000 Penalty: 3584.762695
	Iteration 7F: 3 clusters Score -3174712 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -3177347.000000 Penalty: 3584.762695
	Iteration 8F: 3 clusters Score -3177347 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -3180728.250000 Penalty: 3584.762695
	Iteration 9F: 3 clusters Score -3180728 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -3183888.250000 Penalty: 3584.762695
	Iteration 10F: 3 clusters Score -3183888 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -3186141.000000 Penalty: 3584.762695
	Iteration 11Q: 3 clusters Score -3186141 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -3187612.750000 Penalty: 3584.762695
	Iteration 12Q: 3 clusters Score -3187613 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -3188531.500000 Penalty: 3584.762695
	Iteration 13Q: 3 clusters Score -3188532 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -3189205.500000 Penalty: 3584.762695
	Iteration 14Q: 3 clusters Score -3189206 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -3189774.750000 Penalty: 3584.762695
	Iteration 15Q: 3 clusters Score -3189775 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -3190308.500000 Penalty: 3584.762695
	Iteration 16Q: 3 clusters Score -3190308 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -3190705.000000 Penalty: 3584.762695
	Iteration 17Q: 3 clusters Score -3190705 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -3191024.500000 Penalty: 3584.762695
	Iteration 18Q: 3 clusters Score -3191024 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -3191282.500000 Penalty: 3584.762695
	Iteration 19Q: 3 clusters Score -3191282 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -3191494.000000 Penalty: 3584.762695
	Iteration 20F: 3 clusters Score -3191494 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -3191661.500000 Penalty: 3584.762695
	Iteration 21Q: 3 clusters Score -3191662 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -3191844.500000 Penalty: 3584.762695
	Iteration 22Q: 3 clusters Score -3191844 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -3191983.000000 Penalty: 3584.762695
	Iteration 23Q: 3 clusters Score -3191983 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -3192089.500000 Penalty: 3584.762695
	Iteration 24Q: 3 clusters Score -3192090 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -3192183.250000 Penalty: 3584.762695
	Iteration 25Q: 3 clusters Score -3192183 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -3192230.000000 Penalty: 3584.762695
	Iteration 26Q: 3 clusters Score -3192230 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -3192301.000000 Penalty: 3584.762695
	Iteration 27Q: 3 clusters Score -3192301 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -3192336.750000 Penalty: 3584.762695
	Iteration 28Q: 3 clusters Score -3192337 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -3192361.250000 Penalty: 3584.762695
	Iteration 29Q: 3 clusters Score -3192361 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -3192395.250000 Penalty: 3584.762695
	Iteration 30Q: 3 clusters Score -3192395 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -3192420.000000 Penalty: 3584.762695
	Iteration 31Q: 3 clusters Score -3192420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -3192447.250000 Penalty: 3584.762695
	Iteration 32Q: 3 clusters Score -3192447 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -3192459.250000 Penalty: 3584.762695
	Iteration 33Q: 3 clusters Score -3192459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -3192473.500000 Penalty: 3584.762695
	Iteration 34Q: 3 clusters Score -3192474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -3192473.000000 Penalty: 3584.762695
	Iteration 35Q: 3 clusters Score -3192473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 60150 members 
Entering Unmasked Estep 
Score: -3192478.000000 Penalty: 3584.762695
	Iteration 36Q: 3 clusters Score -3192478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -3192490.250000 Penalty: 3584.762695
	Iteration 37Q: 3 clusters Score -3192490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -3192499.750000 Penalty: 3584.762695
	Iteration 38Q: 3 clusters Score -3192500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -3192513.500000 Penalty: 3584.762695
	Iteration 39Q: 3 clusters Score -3192514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -3192518.250000 Penalty: 3584.762695
	Iteration 40F: 3 clusters Score -3192518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -3192522.500000 Penalty: 3584.762695
	Iteration 41Q: 3 clusters Score -3192522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -3192526.250000 Penalty: 3584.762695
	Iteration 42Q: 3 clusters Score -3192526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -3192529.500000 Penalty: 3584.762695
	Iteration 43Q: 3 clusters Score -3192530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -3192532.750000 Penalty: 3584.762695
	Iteration 44Q: 3 clusters Score -3192533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -3192541.750000 Penalty: 3584.762695
	Iteration 45Q: 3 clusters Score -3192542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -3192541.000000 Penalty: 3584.762695
	Iteration 46Q: 3 clusters Score -3192541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -3192543.250000 Penalty: 3584.762695
	Iteration 47Q: 3 clusters Score -3192543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -3192541.500000 Penalty: 3584.762695
	Iteration 48Q: 3 clusters Score -3192542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -3192549.250000 Penalty: 3584.762695
	Iteration 49Q: 3 clusters Score -3192549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -3192549.000000 Penalty: 3584.762695
	Iteration 50Q: 3 clusters Score -3192549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -3192552.250000 Penalty: 3584.762695
	Iteration 51Q: 3 clusters Score -3192552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -3192556.250000 Penalty: 3584.762695
	Iteration 52Q: 3 clusters Score -3192556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -3192555.000000 Penalty: 3584.762695
	Iteration 53Q: 3 clusters Score -3192555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -3192561.000000 Penalty: 3584.762695
	Iteration 54Q: 3 clusters Score -3192561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -3192558.000000 Penalty: 3584.762695
	Iteration 55Q: 3 clusters Score -3192558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -3192567.250000 Penalty: 3584.762695
	Iteration 56Q: 3 clusters Score -3192567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -3192568.750000 Penalty: 3584.762695
	Iteration 57Q: 3 clusters Score -3192569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -3192572.250000 Penalty: 3584.762695
	Iteration 58Q: 3 clusters Score -3192572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -3192566.500000 Penalty: 3584.762695
	Iteration 59Q: 3 clusters Score -3192566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -3192568.750000 Penalty: 3584.762695
	Iteration 60F: 3 clusters Score -3192569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -3192569.500000 Penalty: 3584.762695
	Iteration 61Q: 3 clusters Score -3192570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -3192569.750000 Penalty: 3584.762695
	Iteration 62Q: 3 clusters Score -3192570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -3192571.250000 Penalty: 3584.762695
	Iteration 63Q: 3 clusters Score -3192571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -3192570.500000 Penalty: 3584.762695
	Iteration 64Q: 3 clusters Score -3192570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -3192573.000000 Penalty: 3584.762695
	Iteration 65Q: 3 clusters Score -3192573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -3192576.000000 Penalty: 3584.762695
	Iteration 66Q: 3 clusters Score -3192576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -3192576.000000 Penalty: 3584.762695
	Iteration 67Q: 3 clusters Score -3192576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -3192573.500000 Penalty: 3584.762695
	Iteration 68Q: 3 clusters Score -3192574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -3192572.000000 Penalty: 3584.762695
	Iteration 69Q: 3 clusters Score -3192572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -3192573.250000 Penalty: 3584.762695
	Iteration 70Q: 3 clusters Score -3192573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -3192573.250000 Penalty: 3584.762695
	Iteration 71F: 3 clusters Score -3192573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Entering Unmasked Estep 
Score: -533358.625000 Penalty: 1511.620728
	Iteration 0F: 2 clusters Score -533358.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -525667.000000 Penalty: 3023.241455
	Iteration 0F: 3 clusters Score -525667 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -528165.062500 Penalty: 3023.241455
	Iteration 1F: 3 clusters Score -528165.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -528459.312500 Penalty: 3023.241455
	Iteration 2F: 3 clusters Score -528459.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -528743.562500 Penalty: 3023.241455
	Iteration 3F: 3 clusters Score -528743.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -529085.375000 Penalty: 3023.241455
	Iteration 4Q: 3 clusters Score -529085.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -529445.562500 Penalty: 3023.241455
	Iteration 5Q: 3 clusters Score -529445.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -529887.312500 Penalty: 3023.241455
	Iteration 6Q: 3 clusters Score -529887.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -530341.937500 Penalty: 3023.241455
	Iteration 7F: 3 clusters Score -530341.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -530717.250000 Penalty: 3023.241455
	Iteration 8F: 3 clusters Score -530717.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -531048.625000 Penalty: 3023.241455
	Iteration 9Q: 3 clusters Score -531048.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -531377.500000 Penalty: 3023.241455
	Iteration 10Q: 3 clusters Score -531377.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -531793.375000 Penalty: 3023.241455
	Iteration 11F: 3 clusters Score -531793.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -532182.812500 Penalty: 3023.241455
	Iteration 12F: 3 clusters Score -532182.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -532551.812500 Penalty: 3023.241455
	Iteration 13F: 3 clusters Score -532551.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -532858.500000 Penalty: 3023.241455
	Iteration 14Q: 3 clusters Score -532858.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -533095.812500 Penalty: 3023.241455
	Iteration 15Q: 3 clusters Score -533095.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -533250.125000 Penalty: 3023.241455
	Iteration 16Q: 3 clusters Score -533250.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -533329.812500 Penalty: 3023.241455
	Iteration 17Q: 3 clusters Score -533329.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -533378.875000 Penalty: 3023.241455
	Iteration 18Q: 3 clusters Score -533378.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -533394.687500 Penalty: 3023.241455
	Iteration 19Q: 3 clusters Score -533394.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -533407.625000 Penalty: 3023.241455
	Iteration 20F: 3 clusters Score -533407.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -533412.750000 Penalty: 3023.241455
	Iteration 21Q: 3 clusters Score -533412.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -533416.437500 Penalty: 3023.241455
	Iteration 22Q: 3 clusters Score -533416.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -533416.750000 Penalty: 3023.241455
	Iteration 23Q: 3 clusters Score -533416.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -533419.625000 Penalty: 3023.241455
	Iteration 24Q: 3 clusters Score -533419.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -533423.062500 Penalty: 3023.241455
	Iteration 25Q: 3 clusters Score -533423.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -533423.187500 Penalty: 3023.241455
	Iteration 26Q: 3 clusters Score -533423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -533422.625000 Penalty: 3023.241455
	Iteration 27Q: 3 clusters Score -533422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -533422.937500 Penalty: 3023.241455
	Iteration 28Q: 3 clusters Score -533422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -533422.625000 Penalty: 3023.241455
	Iteration 29Q: 3 clusters Score -533422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -533422.437500 Penalty: 3023.241455
	Iteration 30Q: 3 clusters Score -533422.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -533422.437500 Penalty: 3023.241455
	Iteration 31F: 3 clusters Score -533422.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 31317 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 1694 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 7 contains 6566 members 
Mstep: Class 8 contains 14114 members 
Mstep: Class 9 contains 51187 members 
Mstep: Class 10 contains 74860 members 
Mstep: Class 12 contains 64491 members 
Mstep: Class 13 contains 3407 members 
Mstep: Class 16 contains 29927 members 
Mstep: Class 17 contains 61700 members 
Mstep: Class 18 contains 4397 members 
Mstep: Class 22 contains 59258 members 
Entering Unmasked Estep 
Score: -20832598.000000 Penalty: 33645.058594
Splitting cluster 18 changes total score from -20833204.000000 to -20832598.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (59258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Entering Unmasked Estep 
Score: -3116572.250000 Penalty: 1785.819214
	Iteration 0F: 2 clusters Score -3116572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -3076961.250000 Penalty: 3571.638428
	Iteration 0F: 3 clusters Score -3076961 nChanged 27938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3092751.250000 Penalty: 3571.638428
	Iteration 1F: 3 clusters Score -3092751 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -3093257.250000 Penalty: 3571.638428
	Iteration 2Q: 3 clusters Score -3093257 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -3093878.750000 Penalty: 3571.638428
	Iteration 3Q: 3 clusters Score -3093879 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -3094637.250000 Penalty: 3571.638428
	Iteration 4Q: 3 clusters Score -3094637 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -3095760.500000 Penalty: 3571.638428
	Iteration 5Q: 3 clusters Score -3095760 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -3097546.750000 Penalty: 3571.638428
	Iteration 6F: 3 clusters Score -3097547 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -3100243.000000 Penalty: 3571.638428
	Iteration 7F: 3 clusters Score -3100243 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -3103743.250000 Penalty: 3571.638428
	Iteration 8F: 3 clusters Score -3103743 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -3107337.500000 Penalty: 3571.638428
	Iteration 9F: 3 clusters Score -3107338 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -3110267.750000 Penalty: 3571.638428
	Iteration 10F: 3 clusters Score -3110268 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -3112288.000000 Penalty: 3571.638428
	Iteration 11Q: 3 clusters Score -3112288 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -3113592.250000 Penalty: 3571.638428
	Iteration 12Q: 3 clusters Score -3113592 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -3114265.250000 Penalty: 3571.638428
	Iteration 13Q: 3 clusters Score -3114265 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -3114577.500000 Penalty: 3571.638428
	Iteration 14Q: 3 clusters Score -3114578 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -3114762.250000 Penalty: 3571.638428
	Iteration 15Q: 3 clusters Score -3114762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -3114869.750000 Penalty: 3571.638428
	Iteration 16Q: 3 clusters Score -3114870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -3114921.000000 Penalty: 3571.638428
	Iteration 17Q: 3 clusters Score -3114921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -3114949.250000 Penalty: 3571.638428
	Iteration 18Q: 3 clusters Score -3114949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -3114968.750000 Penalty: 3571.638428
	Iteration 19Q: 3 clusters Score -3114969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -3114977.500000 Penalty: 3571.638428
	Iteration 20F: 3 clusters Score -3114978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -3114993.500000 Penalty: 3571.638428
	Iteration 21Q: 3 clusters Score -3114994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -3114997.250000 Penalty: 3571.638428
	Iteration 22Q: 3 clusters Score -3114997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -3115014.000000 Penalty: 3571.638428
	Iteration 23Q: 3 clusters Score -3115014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -3115020.250000 Penalty: 3571.638428
	Iteration 24Q: 3 clusters Score -3115020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -3115020.750000 Penalty: 3571.638428
	Iteration 25Q: 3 clusters Score -3115021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -3115030.500000 Penalty: 3571.638428
	Iteration 26Q: 3 clusters Score -3115030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -3115036.500000 Penalty: 3571.638428
	Iteration 27Q: 3 clusters Score -3115036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -3115042.750000 Penalty: 3571.638428
	Iteration 28Q: 3 clusters Score -3115043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -3115044.750000 Penalty: 3571.638428
	Iteration 29Q: 3 clusters Score -3115045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -3115044.000000 Penalty: 3571.638428
	Iteration 30Q: 3 clusters Score -3115044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -3115047.500000 Penalty: 3571.638428
	Iteration 31Q: 3 clusters Score -3115048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -3115047.000000 Penalty: 3571.638428
	Iteration 32Q: 3 clusters Score -3115047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -3115050.500000 Penalty: 3571.638428
	Iteration 33Q: 3 clusters Score -3115050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -3115050.500000 Penalty: 3571.638428
	Iteration 34F: 3 clusters Score -3115050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 31317 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 1694 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 14114 members 
Mstep: Class 9 contains 51187 members 
Mstep: Class 10 contains 74860 members 
Mstep: Class 12 contains 64491 members 
Mstep: Class 13 contains 3407 members 
Mstep: Class 16 contains 29927 members 
Mstep: Class 17 contains 61700 members 
Mstep: Class 18 contains 10963 members 
Mstep: Class 22 contains 59258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833174.000000 Penalty: 31542.244141
Iteration 199Q: 16 clusters Score -2.083317e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 3 contains 31317 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 14122 members 
Mstep: Class 9 contains 51188 members 
Mstep: Class 10 contains 74908 members 
Mstep: Class 12 contains 64491 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 16 contains 29916 members 
Mstep: Class 17 contains 61667 members 
Mstep: Class 18 contains 10967 members 
Mstep: Class 22 contains 59254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833158.000000 Penalty: 31542.244141
Iteration 200F: 16 clusters Score -2.083316e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 31315 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 1689 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 14131 members 
Mstep: Class 9 contains 51190 members 
Mstep: Class 10 contains 74945 members 
Mstep: Class 12 contains 64493 members 
Mstep: Class 13 contains 3397 members 
Mstep: Class 16 contains 29913 members 
Mstep: Class 17 contains 61637 members 
Mstep: Class 18 contains 10971 members 
Mstep: Class 22 contains 59247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833148.000000 Penalty: 31542.244141
Iteration 201Q: 16 clusters Score -2.083315e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1599 members 
Mstep: Class 3 contains 31316 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 8 contains 14140 members 
Mstep: Class 9 contains 51191 members 
Mstep: Class 10 contains 74970 members 
Mstep: Class 12 contains 64492 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 16 contains 29909 members 
Mstep: Class 17 contains 61609 members 
Mstep: Class 18 contains 10977 members 
Mstep: Class 22 contains 59245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833170.000000 Penalty: 31542.244141
Iteration 202Q: 16 clusters Score -2.083317e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1595 members 
Mstep: Class 3 contains 31318 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 8 contains 14154 members 
Mstep: Class 9 contains 51194 members 
Mstep: Class 10 contains 74999 members 
Mstep: Class 12 contains 64494 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 16 contains 29904 members 
Mstep: Class 17 contains 61576 members 
Mstep: Class 18 contains 10981 members 
Mstep: Class 22 contains 59244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833216.000000 Penalty: 31542.244141
Iteration 203Q: 16 clusters Score -2.083322e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1590 members 
Mstep: Class 3 contains 31320 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 8 contains 14163 members 
Mstep: Class 9 contains 51194 members 
Mstep: Class 10 contains 75026 members 
Mstep: Class 12 contains 64500 members 
Mstep: Class 13 contains 3404 members 
Mstep: Class 16 contains 29904 members 
Mstep: Class 17 contains 61549 members 
Mstep: Class 18 contains 10990 members 
Mstep: Class 22 contains 59240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833192.000000 Penalty: 31542.244141
Iteration 204Q: 16 clusters Score -2.083319e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1590 members 
Mstep: Class 3 contains 31317 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 9 contains 51189 members 
Mstep: Class 10 contains 75062 members 
Mstep: Class 12 contains 64501 members 
Mstep: Class 13 contains 3411 members 
Mstep: Class 16 contains 29905 members 
Mstep: Class 17 contains 61518 members 
Mstep: Class 18 contains 10993 members 
Mstep: Class 22 contains 59239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833196.000000 Penalty: 31542.244141
Iteration 205Q: 16 clusters Score -2.08332e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1588 members 
Mstep: Class 3 contains 31318 members 
Mstep: Class 4 contains 1341 members 
Mstep: Class 5 contains 1660 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 14194 members 
Mstep: Class 9 contains 51184 members 
Mstep: Class 10 contains 75109 members 
Mstep: Class 12 contains 64500 members 
Mstep: Class 13 contains 3411 members 
Mstep: Class 16 contains 29904 members 
Mstep: Class 17 contains 61482 members 
Mstep: Class 18 contains 10997 members 
Mstep: Class 22 contains 59238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833240.000000 Penalty: 31542.244141
Iteration 206Q: 16 clusters Score -2.083324e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 31318 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 14204 members 
Mstep: Class 9 contains 51177 members 
Mstep: Class 10 contains 75160 members 
Mstep: Class 12 contains 64502 members 
Mstep: Class 13 contains 3406 members 
Mstep: Class 16 contains 29900 members 
Mstep: Class 17 contains 61455 members 
Mstep: Class 18 contains 11000 members 
Mstep: Class 22 contains 59235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833272.000000 Penalty: 31542.244141
Iteration 207Q: 16 clusters Score -2.083327e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1583 members 
Mstep: Class 3 contains 31318 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 14212 members 
Mstep: Class 9 contains 51168 members 
Mstep: Class 10 contains 75209 members 
Mstep: Class 12 contains 64502 members 
Mstep: Class 13 contains 3402 members 
Mstep: Class 16 contains 29894 members 
Mstep: Class 17 contains 61428 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 22 contains 59235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833238.000000 Penalty: 31542.244141
Iteration 208Q: 16 clusters Score -2.083324e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1575 members 
Mstep: Class 3 contains 31315 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 8 contains 14223 members 
Mstep: Class 9 contains 51164 members 
Mstep: Class 10 contains 75239 members 
Mstep: Class 12 contains 64501 members 
Mstep: Class 13 contains 3403 members 
Mstep: Class 16 contains 29894 members 
Mstep: Class 17 contains 61401 members 
Mstep: Class 18 contains 11007 members 
Mstep: Class 22 contains 59237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833242.000000 Penalty: 31542.244141
Iteration 209Q: 16 clusters Score -2.083324e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 31314 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 1640 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 14239 members 
Mstep: Class 9 contains 51158 members 
Mstep: Class 10 contains 75278 members 
Mstep: Class 12 contains 64506 members 
Mstep: Class 13 contains 3393 members 
Mstep: Class 16 contains 29896 members 
Mstep: Class 17 contains 61362 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 22 contains 59237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833282.000000 Penalty: 31542.244141
Iteration 210Q: 16 clusters Score -2.083328e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1571 members 
Mstep: Class 3 contains 31312 members 
Mstep: Class 4 contains 1325 members 
Mstep: Class 5 contains 1640 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 8 contains 14251 members 
Mstep: Class 9 contains 51159 members 
Mstep: Class 10 contains 75311 members 
Mstep: Class 12 contains 64513 members 
Mstep: Class 13 contains 3389 members 
Mstep: Class 16 contains 29892 members 
Mstep: Class 17 contains 61333 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 22 contains 59231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833276.000000 Penalty: 31542.244141
Iteration 211Q: 16 clusters Score -2.083328e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1567 members 
Mstep: Class 3 contains 31310 members 
Mstep: Class 4 contains 1314 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 51159 members 
Mstep: Class 10 contains 75351 members 
Mstep: Class 12 contains 64517 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 16 contains 29892 members 
Mstep: Class 17 contains 61296 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 22 contains 59226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833282.000000 Penalty: 31542.244141
Iteration 212Q: 16 clusters Score -2.083328e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 31311 members 
Mstep: Class 4 contains 1303 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 8 contains 14297 members 
Mstep: Class 9 contains 51157 members 
Mstep: Class 10 contains 75394 members 
Mstep: Class 12 contains 64516 members 
Mstep: Class 13 contains 3377 members 
Mstep: Class 16 contains 29892 members 
Mstep: Class 17 contains 61264 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 22 contains 59228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833286.000000 Penalty: 31542.244141
Iteration 213Q: 16 clusters Score -2.083329e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1549 members 
Mstep: Class 3 contains 31309 members 
Mstep: Class 4 contains 1294 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 14309 members 
Mstep: Class 9 contains 51151 members 
Mstep: Class 10 contains 75453 members 
Mstep: Class 12 contains 64523 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 16 contains 29895 members 
Mstep: Class 17 contains 61226 members 
Mstep: Class 18 contains 11023 members 
Mstep: Class 22 contains 59230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833308.000000 Penalty: 31542.244141
Iteration 214Q: 16 clusters Score -2.083331e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 31307 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 1626 members 
Mstep: Class 6 contains 4340 members 
Mstep: Class 8 contains 14321 members 
Mstep: Class 9 contains 51145 members 
Mstep: Class 10 contains 75505 members 
Mstep: Class 12 contains 64529 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 16 contains 29893 members 
Mstep: Class 17 contains 61185 members 
Mstep: Class 18 contains 11028 members 
Mstep: Class 22 contains 59230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833350.000000 Penalty: 31542.244141
Iteration 215Q: 16 clusters Score -2.083335e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 31302 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 4340 members 
Mstep: Class 8 contains 14336 members 
Mstep: Class 9 contains 51141 members 
Mstep: Class 10 contains 75571 members 
Mstep: Class 12 contains 64528 members 
Mstep: Class 13 contains 3348 members 
Mstep: Class 16 contains 29891 members 
Mstep: Class 17 contains 61145 members 
Mstep: Class 18 contains 11029 members 
Mstep: Class 22 contains 59222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833360.000000 Penalty: 31542.244141
Iteration 216Q: 16 clusters Score -2.083336e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 31299 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 8 contains 14347 members 
Mstep: Class 9 contains 51138 members 
Mstep: Class 10 contains 75631 members 
Mstep: Class 12 contains 64536 members 
Mstep: Class 13 contains 3342 members 
Mstep: Class 16 contains 29891 members 
Mstep: Class 17 contains 61099 members 
Mstep: Class 18 contains 11030 members 
Mstep: Class 22 contains 59217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833410.000000 Penalty: 31542.244141
Iteration 217Q: 16 clusters Score -2.083341e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 31296 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 8 contains 14360 members 
Mstep: Class 9 contains 51139 members 
Mstep: Class 10 contains 75685 members 
Mstep: Class 12 contains 64544 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 16 contains 29887 members 
Mstep: Class 17 contains 61055 members 
Mstep: Class 18 contains 11026 members 
Mstep: Class 22 contains 59217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833416.000000 Penalty: 31542.244141
Iteration 218Q: 16 clusters Score -2.083342e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1536 members 
Mstep: Class 3 contains 31296 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 51137 members 
Mstep: Class 10 contains 75741 members 
Mstep: Class 12 contains 64546 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 16 contains 29887 members 
Mstep: Class 17 contains 61010 members 
Mstep: Class 18 contains 11029 members 
Mstep: Class 22 contains 59211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833408.000000 Penalty: 31542.244141
Iteration 219Q: 16 clusters Score -2.083341e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 31292 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 8 contains 14377 members 
Mstep: Class 9 contains 51133 members 
Mstep: Class 10 contains 75792 members 
Mstep: Class 12 contains 64552 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 16 contains 29888 members 
Mstep: Class 17 contains 60969 members 
Mstep: Class 18 contains 11035 members 
Mstep: Class 22 contains 59209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833450.000000 Penalty: 31542.244141
Iteration 220F: 16 clusters Score -2.083345e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 31292 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 8 contains 14393 members 
Mstep: Class 9 contains 51124 members 
Mstep: Class 10 contains 75840 members 
Mstep: Class 12 contains 64548 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 16 contains 29885 members 
Mstep: Class 17 contains 60927 members 
Mstep: Class 18 contains 11041 members 
Mstep: Class 22 contains 59207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833424.000000 Penalty: 31542.244141
Iteration 221Q: 16 clusters Score -2.083342e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1528 members 
Mstep: Class 3 contains 31290 members 
Mstep: Class 4 contains 1278 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 4337 members 
Mstep: Class 8 contains 14412 members 
Mstep: Class 9 contains 51123 members 
Mstep: Class 10 contains 75882 members 
Mstep: Class 12 contains 64550 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 16 contains 29882 members 
Mstep: Class 17 contains 60888 members 
Mstep: Class 18 contains 11045 members 
Mstep: Class 22 contains 59206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833410.000000 Penalty: 31542.244141
Iteration 222Q: 16 clusters Score -2.083341e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 31291 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 4336 members 
Mstep: Class 8 contains 14425 members 
Mstep: Class 9 contains 51120 members 
Mstep: Class 10 contains 75926 members 
Mstep: Class 12 contains 64549 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 16 contains 29876 members 
Mstep: Class 17 contains 60846 members 
Mstep: Class 18 contains 11049 members 
Mstep: Class 22 contains 59206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833390.000000 Penalty: 31542.244141
Iteration 223Q: 16 clusters Score -2.083339e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 31292 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 1589 members 
Mstep: Class 6 contains 4335 members 
Mstep: Class 8 contains 14444 members 
Mstep: Class 9 contains 51115 members 
Mstep: Class 10 contains 75973 members 
Mstep: Class 12 contains 64554 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 16 contains 29868 members 
Mstep: Class 17 contains 60807 members 
Mstep: Class 18 contains 11055 members 
Mstep: Class 22 contains 59203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833434.000000 Penalty: 31542.244141
Iteration 224Q: 16 clusters Score -2.083343e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 31293 members 
Mstep: Class 4 contains 1271 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 4334 members 
Mstep: Class 8 contains 14463 members 
Mstep: Class 9 contains 51111 members 
Mstep: Class 10 contains 76015 members 
Mstep: Class 12 contains 64556 members 
Mstep: Class 13 contains 3314 members 
Mstep: Class 16 contains 29863 members 
Mstep: Class 17 contains 60767 members 
Mstep: Class 18 contains 11062 members 
Mstep: Class 22 contains 59203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833442.000000 Penalty: 31542.244141
Iteration 225Q: 16 clusters Score -2.083344e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1510 members 
Mstep: Class 3 contains 31291 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 4333 members 
Mstep: Class 8 contains 14484 members 
Mstep: Class 9 contains 51105 members 
Mstep: Class 10 contains 76054 members 
Mstep: Class 12 contains 64558 members 
Mstep: Class 13 contains 3315 members 
Mstep: Class 16 contains 29857 members 
Mstep: Class 17 contains 60737 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 22 contains 59194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833418.000000 Penalty: 31542.244141
Iteration 226Q: 16 clusters Score -2.083342e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1510 members 
Mstep: Class 3 contains 31290 members 
Mstep: Class 4 contains 1266 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 4333 members 
Mstep: Class 8 contains 14504 members 
Mstep: Class 9 contains 51097 members 
Mstep: Class 10 contains 76093 members 
Mstep: Class 12 contains 64563 members 
Mstep: Class 13 contains 3317 members 
Mstep: Class 16 contains 29848 members 
Mstep: Class 17 contains 60702 members 
Mstep: Class 18 contains 11071 members 
Mstep: Class 22 contains 59188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833442.000000 Penalty: 31542.244141
Iteration 227Q: 16 clusters Score -2.083344e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1510 members 
Mstep: Class 3 contains 31287 members 
Mstep: Class 4 contains 1261 members 
Mstep: Class 5 contains 1556 members 
Mstep: Class 6 contains 4333 members 
Mstep: Class 8 contains 14530 members 
Mstep: Class 9 contains 51093 members 
Mstep: Class 10 contains 76132 members 
Mstep: Class 12 contains 64564 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 16 contains 29839 members 
Mstep: Class 17 contains 60665 members 
Mstep: Class 18 contains 11073 members 
Mstep: Class 22 contains 59183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833432.000000 Penalty: 31542.244141
Iteration 228Q: 16 clusters Score -2.083343e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 31284 members 
Mstep: Class 4 contains 1256 members 
Mstep: Class 5 contains 1548 members 
Mstep: Class 6 contains 4333 members 
Mstep: Class 8 contains 14544 members 
Mstep: Class 9 contains 51087 members 
Mstep: Class 10 contains 76169 members 
Mstep: Class 12 contains 64577 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 16 contains 29833 members 
Mstep: Class 17 contains 60633 members 
Mstep: Class 18 contains 11074 members 
Mstep: Class 22 contains 59180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833464.000000 Penalty: 31542.244141
Iteration 229Q: 16 clusters Score -2.083346e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1505 members 
Mstep: Class 3 contains 31276 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 1542 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 8 contains 14561 members 
Mstep: Class 9 contains 51081 members 
Mstep: Class 10 contains 76219 members 
Mstep: Class 12 contains 64584 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 16 contains 29827 members 
Mstep: Class 17 contains 60599 members 
Mstep: Class 18 contains 11075 members 
Mstep: Class 22 contains 59176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833518.000000 Penalty: 31542.244141
Iteration 230Q: 16 clusters Score -2.083352e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 31276 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 1529 members 
Mstep: Class 6 contains 4333 members 
Mstep: Class 8 contains 14573 members 
Mstep: Class 9 contains 51075 members 
Mstep: Class 10 contains 76273 members 
Mstep: Class 12 contains 64582 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 16 contains 29823 members 
Mstep: Class 17 contains 60568 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 22 contains 59173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833496.000000 Penalty: 31542.244141
Iteration 231Q: 16 clusters Score -2.08335e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 31277 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 8 contains 14584 members 
Mstep: Class 9 contains 51064 members 
Mstep: Class 10 contains 76316 members 
Mstep: Class 12 contains 64585 members 
Mstep: Class 13 contains 3314 members 
Mstep: Class 16 contains 29822 members 
Mstep: Class 17 contains 60530 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 22 contains 59170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833522.000000 Penalty: 31542.244141
Iteration 232Q: 16 clusters Score -2.083352e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 31275 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 8 contains 14595 members 
Mstep: Class 9 contains 51056 members 
Mstep: Class 10 contains 76374 members 
Mstep: Class 12 contains 64584 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 16 contains 29815 members 
Mstep: Class 17 contains 60491 members 
Mstep: Class 18 contains 11087 members 
Mstep: Class 22 contains 59169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833542.000000 Penalty: 31542.244141
Iteration 233Q: 16 clusters Score -2.083354e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 31272 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 8 contains 14614 members 
Mstep: Class 9 contains 51050 members 
Mstep: Class 10 contains 76408 members 
Mstep: Class 12 contains 64594 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 16 contains 29808 members 
Mstep: Class 17 contains 60464 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 22 contains 59168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833536.000000 Penalty: 31542.244141
Iteration 234Q: 16 clusters Score -2.083354e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 31268 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 8 contains 14636 members 
Mstep: Class 9 contains 51049 members 
Mstep: Class 10 contains 76451 members 
Mstep: Class 12 contains 64604 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 16 contains 29804 members 
Mstep: Class 17 contains 60423 members 
Mstep: Class 18 contains 11106 members 
Mstep: Class 22 contains 59163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833548.000000 Penalty: 31542.244141
Iteration 235Q: 16 clusters Score -2.083355e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 31260 members 
Mstep: Class 4 contains 1232 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 8 contains 14659 members 
Mstep: Class 9 contains 51045 members 
Mstep: Class 10 contains 76500 members 
Mstep: Class 12 contains 64607 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 16 contains 29801 members 
Mstep: Class 17 contains 60384 members 
Mstep: Class 18 contains 11110 members 
Mstep: Class 22 contains 59160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833566.000000 Penalty: 31542.244141
Iteration 236Q: 16 clusters Score -2.083357e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 31260 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 8 contains 14671 members 
Mstep: Class 9 contains 51038 members 
Mstep: Class 10 contains 76560 members 
Mstep: Class 12 contains 64613 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 16 contains 29799 members 
Mstep: Class 17 contains 60327 members 
Mstep: Class 18 contains 11113 members 
Mstep: Class 22 contains 59157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833570.000000 Penalty: 31542.244141
Iteration 237Q: 16 clusters Score -2.083357e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 31260 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 1492 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 8 contains 14688 members 
Mstep: Class 9 contains 51030 members 
Mstep: Class 10 contains 76625 members 
Mstep: Class 12 contains 64616 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 16 contains 29800 members 
Mstep: Class 17 contains 60265 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 22 contains 59151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833598.000000 Penalty: 31542.244141
Iteration 238Q: 16 clusters Score -2.08336e+07 nChanged 137
Entering ConstructFrom: 
Score: -20833598.000000 Penalty: 31542.244141
Entering ConstructFrom: 
Trying to split cluster 1 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -335962.156250 Penalty: 1425.624756
	Iteration 0F: 2 clusters Score -335962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -331081.812500 Penalty: 2851.249512
	Iteration 0F: 3 clusters Score -331081.8 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -332436.906250 Penalty: 2851.249512
	Iteration 1F: 3 clusters Score -332436.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -332610.406250 Penalty: 2851.249512
	Iteration 2F: 3 clusters Score -332610.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -332746.156250 Penalty: 2851.249512
	Iteration 3Q: 3 clusters Score -332746.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -332854.562500 Penalty: 2851.249512
	Iteration 4Q: 3 clusters Score -332854.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -332945.125000 Penalty: 2851.249512
	Iteration 5Q: 3 clusters Score -332945.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -333035.531250 Penalty: 2851.249512
	Iteration 6Q: 3 clusters Score -333035.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -333116.875000 Penalty: 2851.249512
	Iteration 7Q: 3 clusters Score -333116.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -333183.250000 Penalty: 2851.249512
	Iteration 8Q: 3 clusters Score -333183.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -333239.843750 Penalty: 2851.249512
	Iteration 9Q: 3 clusters Score -333239.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -333308.187500 Penalty: 2851.249512
	Iteration 10Q: 3 clusters Score -333308.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -333384.437500 Penalty: 2851.249512
	Iteration 11Q: 3 clusters Score -333384.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -333451.093750 Penalty: 2851.249512
	Iteration 12Q: 3 clusters Score -333451.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -333523.343750 Penalty: 2851.249512
	Iteration 13Q: 3 clusters Score -333523.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -333631.062500 Penalty: 2851.249512
	Iteration 14Q: 3 clusters Score -333631.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -333769.531250 Penalty: 2851.249512
	Iteration 15Q: 3 clusters Score -333769.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -333953.000000 Penalty: 2851.249512
	Iteration 16Q: 3 clusters Score -333953 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -334152.625000 Penalty: 2851.249512
	Iteration 17Q: 3 clusters Score -334152.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -334321.343750 Penalty: 2851.249512
	Iteration 18Q: 3 clusters Score -334321.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -334459.906250 Penalty: 2851.249512
	Iteration 19Q: 3 clusters Score -334459.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -334541.218750 Penalty: 2851.249512
	Iteration 20F: 3 clusters Score -334541.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -334587.218750 Penalty: 2851.249512
	Iteration 21Q: 3 clusters Score -334587.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -334645.093750 Penalty: 2851.249512
	Iteration 22Q: 3 clusters Score -334645.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -334680.468750 Penalty: 2851.249512
	Iteration 23Q: 3 clusters Score -334680.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -334698.281250 Penalty: 2851.249512
	Iteration 24Q: 3 clusters Score -334698.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -334714.343750 Penalty: 2851.249512
	Iteration 25Q: 3 clusters Score -334714.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -334730.093750 Penalty: 2851.249512
	Iteration 26Q: 3 clusters Score -334730.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -334741.187500 Penalty: 2851.249512
	Iteration 27Q: 3 clusters Score -334741.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -334749.093750 Penalty: 2851.249512
	Iteration 28Q: 3 clusters Score -334749.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -334754.343750 Penalty: 2851.249512
	Iteration 29Q: 3 clusters Score -334754.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -334757.000000 Penalty: 2851.249512
	Iteration 30Q: 3 clusters Score -334757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -334757.968750 Penalty: 2851.249512
	Iteration 31Q: 3 clusters Score -334758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -334757.468750 Penalty: 2851.249512
	Iteration 32Q: 3 clusters Score -334757.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -334758.625000 Penalty: 2851.249512
	Iteration 33Q: 3 clusters Score -334758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -334759.343750 Penalty: 2851.249512
	Iteration 34Q: 3 clusters Score -334759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -334759.718750 Penalty: 2851.249512
	Iteration 35Q: 3 clusters Score -334759.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -334760.906250 Penalty: 2851.249512
	Iteration 36Q: 3 clusters Score -334760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -334760.906250 Penalty: 2851.249512
	Iteration 37F: 3 clusters Score -334760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -82932.625000 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -82932.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -81152.585938 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -81152.59 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -81525.203125 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -81525.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -81615.218750 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -81615.22 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -81661.703125 Penalty: 2371.334473
	Iteration 3Q: 3 clusters Score -81661.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -81683.398438 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -81683.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -81704.531250 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -81704.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -81718.132812 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -81718.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -81724.921875 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -81724.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -81728.570312 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -81728.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -81730.585938 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -81730.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -81730.843750 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -81730.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -81730.843750 Penalty: 2371.334473
	Iteration 11F: 3 clusters Score -81730.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Entering Unmasked Estep 
Score: -1637216.375000 Penalty: 1681.900757
	Iteration 0F: 2 clusters Score -1637216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1616223.000000 Penalty: 3363.801514
	Iteration 0F: 3 clusters Score -1616223 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1624295.750000 Penalty: 3363.801514
	Iteration 1F: 3 clusters Score -1624296 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1624740.750000 Penalty: 3363.801514
	Iteration 2Q: 3 clusters Score -1624741 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1625237.000000 Penalty: 3363.801514
	Iteration 3Q: 3 clusters Score -1625237 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1625715.000000 Penalty: 3363.801514
	Iteration 4Q: 3 clusters Score -1625715 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1626180.375000 Penalty: 3363.801514
	Iteration 5Q: 3 clusters Score -1626180 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1626632.000000 Penalty: 3363.801514
	Iteration 6Q: 3 clusters Score -1626632 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1627117.125000 Penalty: 3363.801514
	Iteration 7Q: 3 clusters Score -1627117 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1627717.500000 Penalty: 3363.801514
	Iteration 8Q: 3 clusters Score -1627718 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1628511.875000 Penalty: 3363.801514
	Iteration 9Q: 3 clusters Score -1628512 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1629462.875000 Penalty: 3363.801514
	Iteration 10F: 3 clusters Score -1629463 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1630342.750000 Penalty: 3363.801514
	Iteration 11Q: 3 clusters Score -1630343 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1631006.250000 Penalty: 3363.801514
	Iteration 12Q: 3 clusters Score -1631006 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1631370.500000 Penalty: 3363.801514
	Iteration 13Q: 3 clusters Score -1631370 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1631539.375000 Penalty: 3363.801514
	Iteration 14Q: 3 clusters Score -1631539 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1631614.875000 Penalty: 3363.801514
	Iteration 15Q: 3 clusters Score -1631615 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1631667.000000 Penalty: 3363.801514
	Iteration 16Q: 3 clusters Score -1631667 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1631709.875000 Penalty: 3363.801514
	Iteration 17Q: 3 clusters Score -1631710 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1631747.375000 Penalty: 3363.801514
	Iteration 18Q: 3 clusters Score -1631747 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1631783.625000 Penalty: 3363.801514
	Iteration 19Q: 3 clusters Score -1631784 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1631846.875000 Penalty: 3363.801514
	Iteration 20F: 3 clusters Score -1631847 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1631888.500000 Penalty: 3363.801514
	Iteration 21Q: 3 clusters Score -1631888 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1631914.875000 Penalty: 3363.801514
	Iteration 22Q: 3 clusters Score -1631915 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1631950.750000 Penalty: 3363.801514
	Iteration 23Q: 3 clusters Score -1631951 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1631982.875000 Penalty: 3363.801514
	Iteration 24Q: 3 clusters Score -1631983 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -1632023.750000 Penalty: 3363.801514
	Iteration 25Q: 3 clusters Score -1632024 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -1632064.250000 Penalty: 3363.801514
	Iteration 26Q: 3 clusters Score -1632064 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1632094.000000 Penalty: 3363.801514
	Iteration 27Q: 3 clusters Score -1632094 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1632135.125000 Penalty: 3363.801514
	Iteration 28Q: 3 clusters Score -1632135 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1632181.625000 Penalty: 3363.801514
	Iteration 29Q: 3 clusters Score -1632182 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -1632207.250000 Penalty: 3363.801514
	Iteration 30Q: 3 clusters Score -1632207 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -1632235.500000 Penalty: 3363.801514
	Iteration 31Q: 3 clusters Score -1632236 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -1632270.000000 Penalty: 3363.801514
	Iteration 32Q: 3 clusters Score -1632270 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -1632310.750000 Penalty: 3363.801514
	Iteration 33Q: 3 clusters Score -1632311 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -1632352.375000 Penalty: 3363.801514
	Iteration 34Q: 3 clusters Score -1632352 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -1632401.375000 Penalty: 3363.801514
	Iteration 35Q: 3 clusters Score -1632401 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -1632465.125000 Penalty: 3363.801514
	Iteration 36Q: 3 clusters Score -1632465 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -1632541.250000 Penalty: 3363.801514
	Iteration 37Q: 3 clusters Score -1632541 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -1632636.375000 Penalty: 3363.801514
	Iteration 38Q: 3 clusters Score -1632636 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -1632742.750000 Penalty: 3363.801514
	Iteration 39Q: 3 clusters Score -1632743 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -1632886.750000 Penalty: 3363.801514
	Iteration 40F: 3 clusters Score -1632887 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -1633085.750000 Penalty: 3363.801514
	Iteration 41Q: 3 clusters Score -1633086 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -1633301.000000 Penalty: 3363.801514
	Iteration 42Q: 3 clusters Score -1633301 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -1633569.000000 Penalty: 3363.801514
	Iteration 43Q: 3 clusters Score -1633569 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -1633877.875000 Penalty: 3363.801514
	Iteration 44Q: 3 clusters Score -1633878 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -1634248.750000 Penalty: 3363.801514
	Iteration 45Q: 3 clusters Score -1634249 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -1634594.750000 Penalty: 3363.801514
	Iteration 46Q: 3 clusters Score -1634595 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -1634947.125000 Penalty: 3363.801514
	Iteration 47Q: 3 clusters Score -1634947 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -1635234.875000 Penalty: 3363.801514
	Iteration 48Q: 3 clusters Score -1635235 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -1635519.500000 Penalty: 3363.801514
	Iteration 49Q: 3 clusters Score -1635520 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -1635805.375000 Penalty: 3363.801514
	Iteration 50Q: 3 clusters Score -1635805 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -1636050.125000 Penalty: 3363.801514
	Iteration 51Q: 3 clusters Score -1636050 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -1636285.000000 Penalty: 3363.801514
	Iteration 52Q: 3 clusters Score -1636285 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -1636502.500000 Penalty: 3363.801514
	Iteration 53Q: 3 clusters Score -1636502 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -1636692.750000 Penalty: 3363.801514
	Iteration 54Q: 3 clusters Score -1636693 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -1636869.500000 Penalty: 3363.801514
	Iteration 55Q: 3 clusters Score -1636870 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -1636975.000000 Penalty: 3363.801514
	Iteration 56Q: 3 clusters Score -1636975 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -1637027.875000 Penalty: 3363.801514
	Iteration 57Q: 3 clusters Score -1637028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -1637047.125000 Penalty: 3363.801514
	Iteration 58Q: 3 clusters Score -1637047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -1637059.000000 Penalty: 3363.801514
	Iteration 59Q: 3 clusters Score -1637059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -1637067.875000 Penalty: 3363.801514
	Iteration 60F: 3 clusters Score -1637068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -1637072.375000 Penalty: 3363.801514
	Iteration 61Q: 3 clusters Score -1637072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -1637073.250000 Penalty: 3363.801514
	Iteration 62Q: 3 clusters Score -1637073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -1637075.000000 Penalty: 3363.801514
	Iteration 63Q: 3 clusters Score -1637075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -1637076.625000 Penalty: 3363.801514
	Iteration 64Q: 3 clusters Score -1637077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -1637077.250000 Penalty: 3363.801514
	Iteration 65Q: 3 clusters Score -1637077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -1637077.250000 Penalty: 3363.801514
	Iteration 66F: 3 clusters Score -1637077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -66944.359375 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -66944.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -65342.812500 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -65342.81 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -65616.718750 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -65616.72 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -65699.429688 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -65699.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -65745.593750 Penalty: 2311.506348
	Iteration 3Q: 3 clusters Score -65745.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -65768.726562 Penalty: 2311.506348
	Iteration 4Q: 3 clusters Score -65768.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -65784.687500 Penalty: 2311.506348
	Iteration 5Q: 3 clusters Score -65784.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -65792.937500 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -65792.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -65799.382812 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -65799.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -65807.664062 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -65807.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -65810.539062 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -65810.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -65815.710938 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -65815.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -65823.312500 Penalty: 2311.506348
	Iteration 11Q: 3 clusters Score -65823.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -65827.117188 Penalty: 2311.506348
	Iteration 12Q: 3 clusters Score -65827.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -65828.007812 Penalty: 2311.506348
	Iteration 13Q: 3 clusters Score -65828.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -65830.000000 Penalty: 2311.506348
	Iteration 14Q: 3 clusters Score -65830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -65832.257812 Penalty: 2311.506348
	Iteration 15Q: 3 clusters Score -65832.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -65834.343750 Penalty: 2311.506348
	Iteration 16Q: 3 clusters Score -65834.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -65838.453125 Penalty: 2311.506348
	Iteration 17Q: 3 clusters Score -65838.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -65841.234375 Penalty: 2311.506348
	Iteration 18Q: 3 clusters Score -65841.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -65842.414062 Penalty: 2311.506348
	Iteration 19Q: 3 clusters Score -65842.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -65844.335938 Penalty: 2311.506348
	Iteration 20F: 3 clusters Score -65844.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -65845.148438 Penalty: 2311.506348
	Iteration 21Q: 3 clusters Score -65845.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -65845.937500 Penalty: 2311.506348
	Iteration 22Q: 3 clusters Score -65845.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -65845.937500 Penalty: 2311.506348
	Iteration 23F: 3 clusters Score -65845.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -82815.218750 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -82815.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -81037.203125 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -81037.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -81386.820312 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -81386.82 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -81478.843750 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -81478.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -81527.937500 Penalty: 2372.434082
	Iteration 3Q: 3 clusters Score -81527.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -81555.414062 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -81555.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -81574.859375 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -81574.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -81591.320312 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -81591.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -81599.101562 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -81599.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -81604.937500 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -81604.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -81608.414062 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -81608.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -81609.218750 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -81609.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -81610.460938 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -81610.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -81613.273438 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -81613.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -81614.992188 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -81614.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -81616.210938 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -81616.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -81618.921875 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -81618.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -81623.890625 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -81623.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -81627.148438 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -81627.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -81629.117188 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -81629.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -81630.507812 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -81630.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -81632.343750 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -81632.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -81633.546875 Penalty: 2372.434082
	Iteration 21Q: 3 clusters Score -81633.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -81633.773438 Penalty: 2372.434082
	Iteration 22Q: 3 clusters Score -81633.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -81633.773438 Penalty: 2372.434082
	Iteration 23F: 3 clusters Score -81633.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Entering Unmasked Estep 
Score: -224892.531250 Penalty: 1360.664917
	Iteration 0F: 2 clusters Score -224892.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -221348.187500 Penalty: 2721.329834
	Iteration 0F: 3 clusters Score -221348.2 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -222242.906250 Penalty: 2721.329834
	Iteration 1F: 3 clusters Score -222242.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -222412.109375 Penalty: 2721.329834
	Iteration 2F: 3 clusters Score -222412.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -222565.796875 Penalty: 2721.329834
	Iteration 3F: 3 clusters Score -222565.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -222695.546875 Penalty: 2721.329834
	Iteration 4F: 3 clusters Score -222695.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -222802.437500 Penalty: 2721.329834
	Iteration 5Q: 3 clusters Score -222802.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -222887.468750 Penalty: 2721.329834
	Iteration 6Q: 3 clusters Score -222887.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -222973.531250 Penalty: 2721.329834
	Iteration 7Q: 3 clusters Score -222973.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -223063.984375 Penalty: 2721.329834
	Iteration 8Q: 3 clusters Score -223064 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -223152.609375 Penalty: 2721.329834
	Iteration 9Q: 3 clusters Score -223152.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -223226.796875 Penalty: 2721.329834
	Iteration 10Q: 3 clusters Score -223226.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -223305.437500 Penalty: 2721.329834
	Iteration 11Q: 3 clusters Score -223305.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -223381.156250 Penalty: 2721.329834
	Iteration 12Q: 3 clusters Score -223381.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -223441.718750 Penalty: 2721.329834
	Iteration 13Q: 3 clusters Score -223441.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -223515.984375 Penalty: 2721.329834
	Iteration 14Q: 3 clusters Score -223516 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -223600.718750 Penalty: 2721.329834
	Iteration 15Q: 3 clusters Score -223600.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -223675.234375 Penalty: 2721.329834
	Iteration 16Q: 3 clusters Score -223675.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -223721.718750 Penalty: 2721.329834
	Iteration 17Q: 3 clusters Score -223721.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -223758.187500 Penalty: 2721.329834
	Iteration 18Q: 3 clusters Score -223758.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -223786.687500 Penalty: 2721.329834
	Iteration 19Q: 3 clusters Score -223786.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -223814.250000 Penalty: 2721.329834
	Iteration 20F: 3 clusters Score -223814.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -223830.250000 Penalty: 2721.329834
	Iteration 21Q: 3 clusters Score -223830.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -223844.000000 Penalty: 2721.329834
	Iteration 22Q: 3 clusters Score -223844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -223854.718750 Penalty: 2721.329834
	Iteration 23Q: 3 clusters Score -223854.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -223861.593750 Penalty: 2721.329834
	Iteration 24Q: 3 clusters Score -223861.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -223868.656250 Penalty: 2721.329834
	Iteration 25Q: 3 clusters Score -223868.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -223871.640625 Penalty: 2721.329834
	Iteration 26Q: 3 clusters Score -223871.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -223873.890625 Penalty: 2721.329834
	Iteration 27Q: 3 clusters Score -223873.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -223875.531250 Penalty: 2721.329834
	Iteration 28Q: 3 clusters Score -223875.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -223878.328125 Penalty: 2721.329834
	Iteration 29Q: 3 clusters Score -223878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -223878.609375 Penalty: 2721.329834
	Iteration 30Q: 3 clusters Score -223878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -223880.203125 Penalty: 2721.329834
	Iteration 31Q: 3 clusters Score -223880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -223881.750000 Penalty: 2721.329834
	Iteration 32Q: 3 clusters Score -223881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -223884.828125 Penalty: 2721.329834
	Iteration 33Q: 3 clusters Score -223884.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -223888.796875 Penalty: 2721.329834
	Iteration 34Q: 3 clusters Score -223888.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -223893.437500 Penalty: 2721.329834
	Iteration 35Q: 3 clusters Score -223893.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -223896.953125 Penalty: 2721.329834
	Iteration 36Q: 3 clusters Score -223897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -223904.031250 Penalty: 2721.329834
	Iteration 37Q: 3 clusters Score -223904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -223912.687500 Penalty: 2721.329834
	Iteration 38Q: 3 clusters Score -223912.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -223922.203125 Penalty: 2721.329834
	Iteration 39Q: 3 clusters Score -223922.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -223926.687500 Penalty: 2721.329834
	Iteration 40F: 3 clusters Score -223926.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -223932.718750 Penalty: 2721.329834
	Iteration 41Q: 3 clusters Score -223932.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -223937.828125 Penalty: 2721.329834
	Iteration 42Q: 3 clusters Score -223937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -223940.390625 Penalty: 2721.329834
	Iteration 43Q: 3 clusters Score -223940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -223942.500000 Penalty: 2721.329834
	Iteration 44Q: 3 clusters Score -223942.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -223944.796875 Penalty: 2721.329834
	Iteration 45Q: 3 clusters Score -223944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -223948.031250 Penalty: 2721.329834
	Iteration 46Q: 3 clusters Score -223948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -223950.843750 Penalty: 2721.329834
	Iteration 47Q: 3 clusters Score -223950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -223952.984375 Penalty: 2721.329834
	Iteration 48Q: 3 clusters Score -223953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -223954.203125 Penalty: 2721.329834
	Iteration 49Q: 3 clusters Score -223954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -223955.484375 Penalty: 2721.329834
	Iteration 50Q: 3 clusters Score -223955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -223956.015625 Penalty: 2721.329834
	Iteration 51Q: 3 clusters Score -223956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -223956.046875 Penalty: 2721.329834
	Iteration 52Q: 3 clusters Score -223956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -223956.046875 Penalty: 2721.329834
	Iteration 53F: 3 clusters Score -223956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Entering Unmasked Estep 
Score: -785005.062500 Penalty: 1559.329712
	Iteration 0F: 2 clusters Score -785005.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -774893.125000 Penalty: 3118.659424
	Iteration 0F: 3 clusters Score -774893.1 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -778257.187500 Penalty: 3118.659424
	Iteration 1F: 3 clusters Score -778257.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -778537.750000 Penalty: 3118.659424
	Iteration 2F: 3 clusters Score -778537.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -778783.250000 Penalty: 3118.659424
	Iteration 3Q: 3 clusters Score -778783.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -779042.875000 Penalty: 3118.659424
	Iteration 4Q: 3 clusters Score -779042.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -779371.000000 Penalty: 3118.659424
	Iteration 5Q: 3 clusters Score -779371 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -779785.062500 Penalty: 3118.659424
	Iteration 6F: 3 clusters Score -779785.1 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -780278.250000 Penalty: 3118.659424
	Iteration 7F: 3 clusters Score -780278.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -780936.625000 Penalty: 3118.659424
	Iteration 8F: 3 clusters Score -780936.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -781714.562500 Penalty: 3118.659424
	Iteration 9F: 3 clusters Score -781714.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -782297.000000 Penalty: 3118.659424
	Iteration 10F: 3 clusters Score -782297 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -782604.375000 Penalty: 3118.659424
	Iteration 11Q: 3 clusters Score -782604.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -782773.125000 Penalty: 3118.659424
	Iteration 12Q: 3 clusters Score -782773.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -782862.250000 Penalty: 3118.659424
	Iteration 13Q: 3 clusters Score -782862.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -782917.875000 Penalty: 3118.659424
	Iteration 14Q: 3 clusters Score -782917.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -782966.250000 Penalty: 3118.659424
	Iteration 15Q: 3 clusters Score -782966.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -783008.687500 Penalty: 3118.659424
	Iteration 16Q: 3 clusters Score -783008.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -783041.500000 Penalty: 3118.659424
	Iteration 17Q: 3 clusters Score -783041.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -783076.437500 Penalty: 3118.659424
	Iteration 18Q: 3 clusters Score -783076.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -783111.812500 Penalty: 3118.659424
	Iteration 19Q: 3 clusters Score -783111.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -783140.812500 Penalty: 3118.659424
	Iteration 20F: 3 clusters Score -783140.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -783169.125000 Penalty: 3118.659424
	Iteration 21Q: 3 clusters Score -783169.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -783192.125000 Penalty: 3118.659424
	Iteration 22Q: 3 clusters Score -783192.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -783214.375000 Penalty: 3118.659424
	Iteration 23Q: 3 clusters Score -783214.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -783238.187500 Penalty: 3118.659424
	Iteration 24Q: 3 clusters Score -783238.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -783260.875000 Penalty: 3118.659424
	Iteration 25Q: 3 clusters Score -783260.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -783280.500000 Penalty: 3118.659424
	Iteration 26Q: 3 clusters Score -783280.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -783304.125000 Penalty: 3118.659424
	Iteration 27Q: 3 clusters Score -783304.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -783324.250000 Penalty: 3118.659424
	Iteration 28Q: 3 clusters Score -783324.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -783343.500000 Penalty: 3118.659424
	Iteration 29Q: 3 clusters Score -783343.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -783367.375000 Penalty: 3118.659424
	Iteration 30Q: 3 clusters Score -783367.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -783386.875000 Penalty: 3118.659424
	Iteration 31Q: 3 clusters Score -783386.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -783407.437500 Penalty: 3118.659424
	Iteration 32Q: 3 clusters Score -783407.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -783420.312500 Penalty: 3118.659424
	Iteration 33Q: 3 clusters Score -783420.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -783436.250000 Penalty: 3118.659424
	Iteration 34Q: 3 clusters Score -783436.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -783449.000000 Penalty: 3118.659424
	Iteration 35Q: 3 clusters Score -783449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -783458.875000 Penalty: 3118.659424
	Iteration 36Q: 3 clusters Score -783458.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -783468.562500 Penalty: 3118.659424
	Iteration 37Q: 3 clusters Score -783468.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -783482.750000 Penalty: 3118.659424
	Iteration 38Q: 3 clusters Score -783482.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -783495.687500 Penalty: 3118.659424
	Iteration 39Q: 3 clusters Score -783495.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -783501.562500 Penalty: 3118.659424
	Iteration 40F: 3 clusters Score -783501.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -783508.437500 Penalty: 3118.659424
	Iteration 41Q: 3 clusters Score -783508.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -783514.437500 Penalty: 3118.659424
	Iteration 42Q: 3 clusters Score -783514.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -783523.187500 Penalty: 3118.659424
	Iteration 43Q: 3 clusters Score -783523.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -783528.000000 Penalty: 3118.659424
	Iteration 44Q: 3 clusters Score -783528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -783533.875000 Penalty: 3118.659424
	Iteration 45Q: 3 clusters Score -783533.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -783537.312500 Penalty: 3118.659424
	Iteration 46Q: 3 clusters Score -783537.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -783541.750000 Penalty: 3118.659424
	Iteration 47Q: 3 clusters Score -783541.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -783546.000000 Penalty: 3118.659424
	Iteration 48Q: 3 clusters Score -783546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -783553.875000 Penalty: 3118.659424
	Iteration 49Q: 3 clusters Score -783553.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -783558.375000 Penalty: 3118.659424
	Iteration 50Q: 3 clusters Score -783558.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -783564.437500 Penalty: 3118.659424
	Iteration 51Q: 3 clusters Score -783564.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -783571.250000 Penalty: 3118.659424
	Iteration 52Q: 3 clusters Score -783571.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -783577.750000 Penalty: 3118.659424
	Iteration 53Q: 3 clusters Score -783577.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -783581.750000 Penalty: 3118.659424
	Iteration 54Q: 3 clusters Score -783581.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -783585.437500 Penalty: 3118.659424
	Iteration 55Q: 3 clusters Score -783585.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -783594.187500 Penalty: 3118.659424
	Iteration 56Q: 3 clusters Score -783594.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -783599.375000 Penalty: 3118.659424
	Iteration 57Q: 3 clusters Score -783599.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -783604.062500 Penalty: 3118.659424
	Iteration 58Q: 3 clusters Score -783604.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -783613.625000 Penalty: 3118.659424
	Iteration 59Q: 3 clusters Score -783613.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -783622.125000 Penalty: 3118.659424
	Iteration 60F: 3 clusters Score -783622.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -783631.437500 Penalty: 3118.659424
	Iteration 61Q: 3 clusters Score -783631.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -783638.250000 Penalty: 3118.659424
	Iteration 62Q: 3 clusters Score -783638.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -783647.312500 Penalty: 3118.659424
	Iteration 63Q: 3 clusters Score -783647.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -783653.875000 Penalty: 3118.659424
	Iteration 64Q: 3 clusters Score -783653.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -783655.187500 Penalty: 3118.659424
	Iteration 65Q: 3 clusters Score -783655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -783658.125000 Penalty: 3118.659424
	Iteration 66Q: 3 clusters Score -783658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -783659.250000 Penalty: 3118.659424
	Iteration 67Q: 3 clusters Score -783659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -783659.625000 Penalty: 3118.659424
	Iteration 68Q: 3 clusters Score -783659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -783662.250000 Penalty: 3118.659424
	Iteration 69Q: 3 clusters Score -783662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -783663.000000 Penalty: 3118.659424
	Iteration 70Q: 3 clusters Score -783663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -783665.875000 Penalty: 3118.659424
	Iteration 71Q: 3 clusters Score -783665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -783667.187500 Penalty: 3118.659424
	Iteration 72Q: 3 clusters Score -783667.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -783666.375000 Penalty: 3118.659424
	Iteration 73Q: 3 clusters Score -783666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -783668.125000 Penalty: 3118.659424
	Iteration 74Q: 3 clusters Score -783668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -783668.437500 Penalty: 3118.659424
	Iteration 75Q: 3 clusters Score -783668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -783667.875000 Penalty: 3118.659424
	Iteration 76Q: 3 clusters Score -783667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -783670.625000 Penalty: 3118.659424
	Iteration 77Q: 3 clusters Score -783670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -783670.937500 Penalty: 3118.659424
	Iteration 78Q: 3 clusters Score -783670.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -783672.000000 Penalty: 3118.659424
	Iteration 79Q: 3 clusters Score -783672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -783672.750000 Penalty: 3118.659424
	Iteration 80F: 3 clusters Score -783672.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -783677.312500 Penalty: 3118.659424
	Iteration 81Q: 3 clusters Score -783677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -783676.812500 Penalty: 3118.659424
	Iteration 82Q: 3 clusters Score -783676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -783678.187500 Penalty: 3118.659424
	Iteration 83Q: 3 clusters Score -783678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -783682.250000 Penalty: 3118.659424
	Iteration 84Q: 3 clusters Score -783682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -783682.812500 Penalty: 3118.659424
	Iteration 85Q: 3 clusters Score -783682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -783683.937500 Penalty: 3118.659424
	Iteration 86Q: 3 clusters Score -783683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -783682.250000 Penalty: 3118.659424
	Iteration 87Q: 3 clusters Score -783682.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -783683.437500 Penalty: 3118.659424
	Iteration 88Q: 3 clusters Score -783683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -783683.000000 Penalty: 3118.659424
	Iteration 89Q: 3 clusters Score -783683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -783683.000000 Penalty: 3118.659424
	Iteration 90F: 3 clusters Score -783683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Entering Unmasked Estep 
Score: -2694753.750000 Penalty: 1761.508423
	Iteration 0F: 2 clusters Score -2694754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -2660663.000000 Penalty: 3523.016846
	Iteration 0F: 3 clusters Score -2660663 nChanged 24026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -2674133.750000 Penalty: 3523.016846
	Iteration 1F: 3 clusters Score -2674134 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2674666.000000 Penalty: 3523.016846
	Iteration 2Q: 3 clusters Score -2674666 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2675384.750000 Penalty: 3523.016846
	Iteration 3Q: 3 clusters Score -2675385 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2676441.500000 Penalty: 3523.016846
	Iteration 4Q: 3 clusters Score -2676442 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2678264.750000 Penalty: 3523.016846
	Iteration 5F: 3 clusters Score -2678265 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2681179.250000 Penalty: 3523.016846
	Iteration 6F: 3 clusters Score -2681179 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2685282.750000 Penalty: 3523.016846
	Iteration 7F: 3 clusters Score -2685283 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2689403.750000 Penalty: 3523.016846
	Iteration 8F: 3 clusters Score -2689404 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2691844.750000 Penalty: 3523.016846
	Iteration 9Q: 3 clusters Score -2691845 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2692757.750000 Penalty: 3523.016846
	Iteration 10Q: 3 clusters Score -2692758 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2693040.000000 Penalty: 3523.016846
	Iteration 11Q: 3 clusters Score -2693040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2693107.500000 Penalty: 3523.016846
	Iteration 12Q: 3 clusters Score -2693108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2693139.000000 Penalty: 3523.016846
	Iteration 13Q: 3 clusters Score -2693139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -2693168.000000 Penalty: 3523.016846
	Iteration 14Q: 3 clusters Score -2693168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2693179.500000 Penalty: 3523.016846
	Iteration 15Q: 3 clusters Score -2693180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2693192.250000 Penalty: 3523.016846
	Iteration 16Q: 3 clusters Score -2693192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2693200.750000 Penalty: 3523.016846
	Iteration 17Q: 3 clusters Score -2693201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2693200.500000 Penalty: 3523.016846
	Iteration 18Q: 3 clusters Score -2693200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2693202.750000 Penalty: 3523.016846
	Iteration 19Q: 3 clusters Score -2693203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2693202.750000 Penalty: 3523.016846
	Iteration 20F: 3 clusters Score -2693203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Entering Unmasked Estep 
Score: -3957794.250000 Penalty: 1827.735718
	Iteration 0F: 2 clusters Score -3957794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -3906717.000000 Penalty: 3655.471436
	Iteration 0F: 3 clusters Score -3906717 nChanged 36534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -3928157.250000 Penalty: 3655.471436
	Iteration 1F: 3 clusters Score -3928157 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -3929217.000000 Penalty: 3655.471436
	Iteration 2Q: 3 clusters Score -3929217 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -3930850.500000 Penalty: 3655.471436
	Iteration 3Q: 3 clusters Score -3930850 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3933251.500000 Penalty: 3655.471436
	Iteration 4Q: 3 clusters Score -3933252 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3936393.250000 Penalty: 3655.471436
	Iteration 5F: 3 clusters Score -3936393 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3940112.750000 Penalty: 3655.471436
	Iteration 6F: 3 clusters Score -3940113 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3943607.000000 Penalty: 3655.471436
	Iteration 7F: 3 clusters Score -3943607 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -3946216.000000 Penalty: 3655.471436
	Iteration 8Q: 3 clusters Score -3946216 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3948098.250000 Penalty: 3655.471436
	Iteration 9Q: 3 clusters Score -3948098 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3949389.250000 Penalty: 3655.471436
	Iteration 10Q: 3 clusters Score -3949389 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3950438.750000 Penalty: 3655.471436
	Iteration 11Q: 3 clusters Score -3950439 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3951358.750000 Penalty: 3655.471436
	Iteration 12Q: 3 clusters Score -3951359 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3952248.500000 Penalty: 3655.471436
	Iteration 13Q: 3 clusters Score -3952248 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3953052.750000 Penalty: 3655.471436
	Iteration 14Q: 3 clusters Score -3953053 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3953790.250000 Penalty: 3655.471436
	Iteration 15Q: 3 clusters Score -3953790 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3954438.000000 Penalty: 3655.471436
	Iteration 16Q: 3 clusters Score -3954438 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3954937.250000 Penalty: 3655.471436
	Iteration 17Q: 3 clusters Score -3954937 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3955327.250000 Penalty: 3655.471436
	Iteration 18Q: 3 clusters Score -3955327 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3955584.750000 Penalty: 3655.471436
	Iteration 19Q: 3 clusters Score -3955585 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3955759.750000 Penalty: 3655.471436
	Iteration 20F: 3 clusters Score -3955760 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3955889.000000 Penalty: 3655.471436
	Iteration 21Q: 3 clusters Score -3955889 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3955996.750000 Penalty: 3655.471436
	Iteration 22Q: 3 clusters Score -3955997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3956037.500000 Penalty: 3655.471436
	Iteration 23Q: 3 clusters Score -3956038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3956076.250000 Penalty: 3655.471436
	Iteration 24Q: 3 clusters Score -3956076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3956097.000000 Penalty: 3655.471436
	Iteration 25Q: 3 clusters Score -3956097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3956128.250000 Penalty: 3655.471436
	Iteration 26Q: 3 clusters Score -3956128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3956137.250000 Penalty: 3655.471436
	Iteration 27Q: 3 clusters Score -3956137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3956144.500000 Penalty: 3655.471436
	Iteration 28Q: 3 clusters Score -3956144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3956156.500000 Penalty: 3655.471436
	Iteration 29Q: 3 clusters Score -3956156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3956170.250000 Penalty: 3655.471436
	Iteration 30Q: 3 clusters Score -3956170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3956177.750000 Penalty: 3655.471436
	Iteration 31Q: 3 clusters Score -3956178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3956185.500000 Penalty: 3655.471436
	Iteration 32Q: 3 clusters Score -3956186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3956195.750000 Penalty: 3655.471436
	Iteration 33Q: 3 clusters Score -3956196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3956201.250000 Penalty: 3655.471436
	Iteration 34Q: 3 clusters Score -3956201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3956201.750000 Penalty: 3655.471436
	Iteration 35Q: 3 clusters Score -3956202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3956202.000000 Penalty: 3655.471436
	Iteration 36Q: 3 clusters Score -3956202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3956205.500000 Penalty: 3655.471436
	Iteration 37Q: 3 clusters Score -3956206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3956206.250000 Penalty: 3655.471436
	Iteration 38Q: 3 clusters Score -3956206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3956210.750000 Penalty: 3655.471436
	Iteration 39Q: 3 clusters Score -3956211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3956214.750000 Penalty: 3655.471436
	Iteration 40F: 3 clusters Score -3956215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3956218.750000 Penalty: 3655.471436
	Iteration 41Q: 3 clusters Score -3956219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3956229.750000 Penalty: 3655.471436
	Iteration 42Q: 3 clusters Score -3956230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76450 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3956225.250000 Penalty: 3655.471436
	Iteration 43Q: 3 clusters Score -3956225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76450 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3956225.250000 Penalty: 3655.471436
	Iteration 44F: 3 clusters Score -3956225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Entering Unmasked Estep 
Score: -3380959.250000 Penalty: 1799.885376
	Iteration 0F: 2 clusters Score -3380959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -3337649.000000 Penalty: 3599.770752
	Iteration 0F: 3 clusters Score -3337649 nChanged 30701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -3355008.000000 Penalty: 3599.770752
	Iteration 1F: 3 clusters Score -3355008 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3355451.500000 Penalty: 3599.770752
	Iteration 2Q: 3 clusters Score -3355452 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -3355844.750000 Penalty: 3599.770752
	Iteration 3Q: 3 clusters Score -3355845 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -3356246.250000 Penalty: 3599.770752
	Iteration 4Q: 3 clusters Score -3356246 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -3356688.500000 Penalty: 3599.770752
	Iteration 5Q: 3 clusters Score -3356688 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -3357220.000000 Penalty: 3599.770752
	Iteration 6Q: 3 clusters Score -3357220 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -3357889.000000 Penalty: 3599.770752
	Iteration 7Q: 3 clusters Score -3357889 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -3358954.000000 Penalty: 3599.770752
	Iteration 8Q: 3 clusters Score -3358954 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -3360498.000000 Penalty: 3599.770752
	Iteration 9Q: 3 clusters Score -3360498 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -3362754.500000 Penalty: 3599.770752
	Iteration 10F: 3 clusters Score -3362754 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -3365504.500000 Penalty: 3599.770752
	Iteration 11F: 3 clusters Score -3365504 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -3367912.000000 Penalty: 3599.770752
	Iteration 12F: 3 clusters Score -3367912 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -3369508.250000 Penalty: 3599.770752
	Iteration 13Q: 3 clusters Score -3369508 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -3370458.250000 Penalty: 3599.770752
	Iteration 14Q: 3 clusters Score -3370458 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -3371190.750000 Penalty: 3599.770752
	Iteration 15Q: 3 clusters Score -3371191 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -3371843.250000 Penalty: 3599.770752
	Iteration 16Q: 3 clusters Score -3371843 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -3372561.750000 Penalty: 3599.770752
	Iteration 17Q: 3 clusters Score -3372562 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -3373274.500000 Penalty: 3599.770752
	Iteration 18Q: 3 clusters Score -3373274 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -3374000.000000 Penalty: 3599.770752
	Iteration 19Q: 3 clusters Score -3374000 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -3374767.750000 Penalty: 3599.770752
	Iteration 20F: 3 clusters Score -3374768 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -3375517.000000 Penalty: 3599.770752
	Iteration 21Q: 3 clusters Score -3375517 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -3376223.750000 Penalty: 3599.770752
	Iteration 22Q: 3 clusters Score -3376224 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -3376903.000000 Penalty: 3599.770752
	Iteration 23Q: 3 clusters Score -3376903 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -3377497.250000 Penalty: 3599.770752
	Iteration 24Q: 3 clusters Score -3377497 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -3377994.000000 Penalty: 3599.770752
	Iteration 25Q: 3 clusters Score -3377994 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -3378413.000000 Penalty: 3599.770752
	Iteration 26Q: 3 clusters Score -3378413 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -3378742.250000 Penalty: 3599.770752
	Iteration 27Q: 3 clusters Score -3378742 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -3378945.750000 Penalty: 3599.770752
	Iteration 28Q: 3 clusters Score -3378946 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -3379100.750000 Penalty: 3599.770752
	Iteration 29Q: 3 clusters Score -3379101 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -3379203.000000 Penalty: 3599.770752
	Iteration 30Q: 3 clusters Score -3379203 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -3379267.250000 Penalty: 3599.770752
	Iteration 31Q: 3 clusters Score -3379267 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -3379314.500000 Penalty: 3599.770752
	Iteration 32Q: 3 clusters Score -3379314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 64086 members 
Entering Unmasked Estep 
Score: -3379338.250000 Penalty: 3599.770752
	Iteration 33Q: 3 clusters Score -3379338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -3379371.500000 Penalty: 3599.770752
	Iteration 34Q: 3 clusters Score -3379372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -3379390.750000 Penalty: 3599.770752
	Iteration 35Q: 3 clusters Score -3379391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -3379403.250000 Penalty: 3599.770752
	Iteration 36Q: 3 clusters Score -3379403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -3379414.750000 Penalty: 3599.770752
	Iteration 37Q: 3 clusters Score -3379415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -3379418.250000 Penalty: 3599.770752
	Iteration 38Q: 3 clusters Score -3379418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -3379422.250000 Penalty: 3599.770752
	Iteration 39Q: 3 clusters Score -3379422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -3379431.000000 Penalty: 3599.770752
	Iteration 40F: 3 clusters Score -3379431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -3379430.250000 Penalty: 3599.770752
	Iteration 41Q: 3 clusters Score -3379430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -3379432.750000 Penalty: 3599.770752
	Iteration 42Q: 3 clusters Score -3379433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -3379433.750000 Penalty: 3599.770752
	Iteration 43Q: 3 clusters Score -3379434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -3379431.000000 Penalty: 3599.770752
	Iteration 44Q: 3 clusters Score -3379431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -3379437.500000 Penalty: 3599.770752
	Iteration 45Q: 3 clusters Score -3379438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -3379434.500000 Penalty: 3599.770752
	Iteration 46Q: 3 clusters Score -3379434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -3379437.250000 Penalty: 3599.770752
	Iteration 47Q: 3 clusters Score -3379437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -3379438.500000 Penalty: 3599.770752
	Iteration 48Q: 3 clusters Score -3379438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -3379445.500000 Penalty: 3599.770752
	Iteration 49Q: 3 clusters Score -3379446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -3379447.500000 Penalty: 3599.770752
	Iteration 50Q: 3 clusters Score -3379448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -3379444.000000 Penalty: 3599.770752
	Iteration 51Q: 3 clusters Score -3379444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -3379451.000000 Penalty: 3599.770752
	Iteration 52Q: 3 clusters Score -3379451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -3379454.250000 Penalty: 3599.770752
	Iteration 53Q: 3 clusters Score -3379454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -3379454.750000 Penalty: 3599.770752
	Iteration 54Q: 3 clusters Score -3379455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -3379454.500000 Penalty: 3599.770752
	Iteration 55Q: 3 clusters Score -3379454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -3379454.000000 Penalty: 3599.770752
	Iteration 56Q: 3 clusters Score -3379454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -3379451.750000 Penalty: 3599.770752
	Iteration 57Q: 3 clusters Score -3379452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -3379455.500000 Penalty: 3599.770752
	Iteration 58Q: 3 clusters Score -3379456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -3379459.000000 Penalty: 3599.770752
	Iteration 59Q: 3 clusters Score -3379459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -3379459.000000 Penalty: 3599.770752
	Iteration 60F: 3 clusters Score -3379459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -179726.140625 Penalty: 1315.386108
	Iteration 0F: 2 clusters Score -179726.1 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 1609 members 
Entering Unmasked Estep 
Score: -176820.765625 Penalty: 2630.772217
	Iteration 0F: 3 clusters Score -176820.8 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -177495.984375 Penalty: 2630.772217
	Iteration 1F: 3 clusters Score -177496 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -177626.984375 Penalty: 2630.772217
	Iteration 2F: 3 clusters Score -177627 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -177710.093750 Penalty: 2630.772217
	Iteration 3F: 3 clusters Score -177710.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -177762.093750 Penalty: 2630.772217
	Iteration 4Q: 3 clusters Score -177762.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -177789.703125 Penalty: 2630.772217
	Iteration 5Q: 3 clusters Score -177789.7 nChanged 56
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: -177813.781250 Penalty: 2630.772217
	Iteration 6Q: 3 clusters Score -177813.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -177830.593750 Penalty: 2630.772217
	Iteration 7Q: 3 clusters Score -177830.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -177843.109375 Penalty: 2630.772217
	Iteration 8Q: 3 clusters Score -177843.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -177855.171875 Penalty: 2630.772217
	Iteration 9Q: 3 clusters Score -177855.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -177865.468750 Penalty: 2630.772217
	Iteration 10Q: 3 clusters Score -177865.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -177871.593750 Penalty: 2630.772217
	Iteration 11Q: 3 clusters Score -177871.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -177880.015625 Penalty: 2630.772217
	Iteration 12Q: 3 clusters Score -177880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -177892.312500 Penalty: 2630.772217
	Iteration 13Q: 3 clusters Score -177892.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -177903.625000 Penalty: 2630.772217
	Iteration 14Q: 3 clusters Score -177903.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -177912.265625 Penalty: 2630.772217
	Iteration 15Q: 3 clusters Score -177912.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -177922.625000 Penalty: 2630.772217
	Iteration 16Q: 3 clusters Score -177922.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -177934.281250 Penalty: 2630.772217
	Iteration 17Q: 3 clusters Score -177934.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -177945.000000 Penalty: 2630.772217
	Iteration 18Q: 3 clusters Score -177945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -177950.953125 Penalty: 2630.772217
	Iteration 19Q: 3 clusters Score -177951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -177957.687500 Penalty: 2630.772217
	Iteration 20F: 3 clusters Score -177957.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -177963.265625 Penalty: 2630.772217
	Iteration 21Q: 3 clusters Score -177963.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -177968.937500 Penalty: 2630.772217
	Iteration 22Q: 3 clusters Score -177968.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -177973.796875 Penalty: 2630.772217
	Iteration 23Q: 3 clusters Score -177973.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -177978.078125 Penalty: 2630.772217
	Iteration 24Q: 3 clusters Score -177978.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -177982.875000 Penalty: 2630.772217
	Iteration 25Q: 3 clusters Score -177982.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -177985.609375 Penalty: 2630.772217
	Iteration 26Q: 3 clusters Score -177985.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -177988.593750 Penalty: 2630.772217
	Iteration 27Q: 3 clusters Score -177988.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -177993.546875 Penalty: 2630.772217
	Iteration 28Q: 3 clusters Score -177993.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -177999.546875 Penalty: 2630.772217
	Iteration 29Q: 3 clusters Score -177999.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -178003.718750 Penalty: 2630.772217
	Iteration 30Q: 3 clusters Score -178003.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -178010.000000 Penalty: 2630.772217
	Iteration 31Q: 3 clusters Score -178010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -178016.656250 Penalty: 2630.772217
	Iteration 32Q: 3 clusters Score -178016.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -178021.343750 Penalty: 2630.772217
	Iteration 33Q: 3 clusters Score -178021.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178025.421875 Penalty: 2630.772217
	Iteration 34Q: 3 clusters Score -178025.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -178031.453125 Penalty: 2630.772217
	Iteration 35Q: 3 clusters Score -178031.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -178039.671875 Penalty: 2630.772217
	Iteration 36Q: 3 clusters Score -178039.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -178050.546875 Penalty: 2630.772217
	Iteration 37Q: 3 clusters Score -178050.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -178063.187500 Penalty: 2630.772217
	Iteration 38Q: 3 clusters Score -178063.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -178076.140625 Penalty: 2630.772217
	Iteration 39Q: 3 clusters Score -178076.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -178087.890625 Penalty: 2630.772217
	Iteration 40F: 3 clusters Score -178087.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -178102.796875 Penalty: 2630.772217
	Iteration 41Q: 3 clusters Score -178102.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -178121.875000 Penalty: 2630.772217
	Iteration 42Q: 3 clusters Score -178121.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -178151.828125 Penalty: 2630.772217
	Iteration 43Q: 3 clusters Score -178151.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -178181.109375 Penalty: 2630.772217
	Iteration 44Q: 3 clusters Score -178181.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -178216.015625 Penalty: 2630.772217
	Iteration 45Q: 3 clusters Score -178216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -178254.390625 Penalty: 2630.772217
	Iteration 46Q: 3 clusters Score -178254.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178287.484375 Penalty: 2630.772217
	Iteration 47Q: 3 clusters Score -178287.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -178327.906250 Penalty: 2630.772217
	Iteration 48Q: 3 clusters Score -178327.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -178371.796875 Penalty: 2630.772217
	Iteration 49Q: 3 clusters Score -178371.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -178412.828125 Penalty: 2630.772217
	Iteration 50Q: 3 clusters Score -178412.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -178444.000000 Penalty: 2630.772217
	Iteration 51Q: 3 clusters Score -178444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -178463.031250 Penalty: 2630.772217
	Iteration 52Q: 3 clusters Score -178463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -178480.250000 Penalty: 2630.772217
	Iteration 53Q: 3 clusters Score -178480.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -178492.312500 Penalty: 2630.772217
	Iteration 54Q: 3 clusters Score -178492.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -178504.921875 Penalty: 2630.772217
	Iteration 55Q: 3 clusters Score -178504.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -178512.500000 Penalty: 2630.772217
	Iteration 56Q: 3 clusters Score -178512.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -178519.578125 Penalty: 2630.772217
	Iteration 57Q: 3 clusters Score -178519.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -178523.359375 Penalty: 2630.772217
	Iteration 58Q: 3 clusters Score -178523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -178531.796875 Penalty: 2630.772217
	Iteration 59Q: 3 clusters Score -178531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -178537.484375 Penalty: 2630.772217
	Iteration 60F: 3 clusters Score -178537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -178544.562500 Penalty: 2630.772217
	Iteration 61Q: 3 clusters Score -178544.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -178559.796875 Penalty: 2630.772217
	Iteration 62Q: 3 clusters Score -178559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -178566.062500 Penalty: 2630.772217
	Iteration 63Q: 3 clusters Score -178566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -178568.109375 Penalty: 2630.772217
	Iteration 64Q: 3 clusters Score -178568.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -178571.140625 Penalty: 2630.772217
	Iteration 65Q: 3 clusters Score -178571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -178573.078125 Penalty: 2630.772217
	Iteration 66Q: 3 clusters Score -178573.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -178576.156250 Penalty: 2630.772217
	Iteration 67Q: 3 clusters Score -178576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -178576.468750 Penalty: 2630.772217
	Iteration 68Q: 3 clusters Score -178576.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -178576.468750 Penalty: 2630.772217
	Iteration 69F: 3 clusters Score -178576.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Entering Unmasked Estep 
Score: -1568674.875000 Penalty: 1674.123413
	Iteration 0F: 2 clusters Score -1568675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1548611.375000 Penalty: 3348.246826
	Iteration 0F: 3 clusters Score -1548611 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1556106.375000 Penalty: 3348.246826
	Iteration 1F: 3 clusters Score -1556106 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1556477.000000 Penalty: 3348.246826
	Iteration 2Q: 3 clusters Score -1556477 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1556815.750000 Penalty: 3348.246826
	Iteration 3Q: 3 clusters Score -1556816 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1557218.500000 Penalty: 3348.246826
	Iteration 4Q: 3 clusters Score -1557218 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1557761.750000 Penalty: 3348.246826
	Iteration 5Q: 3 clusters Score -1557762 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1558587.500000 Penalty: 3348.246826
	Iteration 6F: 3 clusters Score -1558588 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -1559808.250000 Penalty: 3348.246826
	Iteration 7F: 3 clusters Score -1559808 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -1561438.000000 Penalty: 3348.246826
	Iteration 8F: 3 clusters Score -1561438 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -1563242.875000 Penalty: 3348.246826
	Iteration 9F: 3 clusters Score -1563243 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -1564755.125000 Penalty: 3348.246826
	Iteration 10F: 3 clusters Score -1564755 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -1565723.000000 Penalty: 3348.246826
	Iteration 11Q: 3 clusters Score -1565723 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -1566234.500000 Penalty: 3348.246826
	Iteration 12Q: 3 clusters Score -1566234 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -1566493.250000 Penalty: 3348.246826
	Iteration 13Q: 3 clusters Score -1566493 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -1566686.875000 Penalty: 3348.246826
	Iteration 14Q: 3 clusters Score -1566687 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -1566810.125000 Penalty: 3348.246826
	Iteration 15Q: 3 clusters Score -1566810 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -1566901.375000 Penalty: 3348.246826
	Iteration 16Q: 3 clusters Score -1566901 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -1566958.750000 Penalty: 3348.246826
	Iteration 17Q: 3 clusters Score -1566959 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -1567006.250000 Penalty: 3348.246826
	Iteration 18Q: 3 clusters Score -1567006 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -1567040.375000 Penalty: 3348.246826
	Iteration 19Q: 3 clusters Score -1567040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -1567073.875000 Penalty: 3348.246826
	Iteration 20F: 3 clusters Score -1567074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -1567108.000000 Penalty: 3348.246826
	Iteration 21Q: 3 clusters Score -1567108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -1567132.000000 Penalty: 3348.246826
	Iteration 22Q: 3 clusters Score -1567132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -1567152.625000 Penalty: 3348.246826
	Iteration 23Q: 3 clusters Score -1567153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -1567165.750000 Penalty: 3348.246826
	Iteration 24Q: 3 clusters Score -1567166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -1567173.625000 Penalty: 3348.246826
	Iteration 25Q: 3 clusters Score -1567174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -1567178.375000 Penalty: 3348.246826
	Iteration 26Q: 3 clusters Score -1567178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -1567182.375000 Penalty: 3348.246826
	Iteration 27Q: 3 clusters Score -1567182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -1567189.625000 Penalty: 3348.246826
	Iteration 28Q: 3 clusters Score -1567190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -1567193.375000 Penalty: 3348.246826
	Iteration 29Q: 3 clusters Score -1567193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -1567204.750000 Penalty: 3348.246826
	Iteration 30Q: 3 clusters Score -1567205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -1567220.625000 Penalty: 3348.246826
	Iteration 31Q: 3 clusters Score -1567221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -1567228.375000 Penalty: 3348.246826
	Iteration 32Q: 3 clusters Score -1567228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -1567231.250000 Penalty: 3348.246826
	Iteration 33Q: 3 clusters Score -1567231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -1567236.750000 Penalty: 3348.246826
	Iteration 34Q: 3 clusters Score -1567237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -1567237.125000 Penalty: 3348.246826
	Iteration 35Q: 3 clusters Score -1567237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -1567239.750000 Penalty: 3348.246826
	Iteration 36Q: 3 clusters Score -1567240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -1567244.625000 Penalty: 3348.246826
	Iteration 37Q: 3 clusters Score -1567245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -1567247.500000 Penalty: 3348.246826
	Iteration 38Q: 3 clusters Score -1567248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -1567251.125000 Penalty: 3348.246826
	Iteration 39Q: 3 clusters Score -1567251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -1567251.500000 Penalty: 3348.246826
	Iteration 40F: 3 clusters Score -1567252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -1567251.250000 Penalty: 3348.246826
	Iteration 41Q: 3 clusters Score -1567251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -1567253.250000 Penalty: 3348.246826
	Iteration 42Q: 3 clusters Score -1567253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -1567253.250000 Penalty: 3348.246826
	Iteration 43Q: 3 clusters Score -1567253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -1567254.000000 Penalty: 3348.246826
	Iteration 44Q: 3 clusters Score -1567254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -1567254.500000 Penalty: 3348.246826
	Iteration 45Q: 3 clusters Score -1567254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -1567258.500000 Penalty: 3348.246826
	Iteration 46Q: 3 clusters Score -1567258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -1567258.500000 Penalty: 3348.246826
	Iteration 47F: 3 clusters Score -1567258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Entering Unmasked Estep 
Score: -3117727.250000 Penalty: 1788.411743
	Iteration 0F: 2 clusters Score -3117727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3077345.500000 Penalty: 3576.823486
	Iteration 0F: 3 clusters Score -3077346 nChanged 28436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -3093774.750000 Penalty: 3576.823486
	Iteration 1F: 3 clusters Score -3093775 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -3094429.250000 Penalty: 3576.823486
	Iteration 2Q: 3 clusters Score -3094429 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -3095195.250000 Penalty: 3576.823486
	Iteration 3Q: 3 clusters Score -3095195 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -3096259.500000 Penalty: 3576.823486
	Iteration 4Q: 3 clusters Score -3096260 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -3097706.750000 Penalty: 3576.823486
	Iteration 5Q: 3 clusters Score -3097707 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -3099895.500000 Penalty: 3576.823486
	Iteration 6F: 3 clusters Score -3099896 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -3102945.750000 Penalty: 3576.823486
	Iteration 7F: 3 clusters Score -3102946 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -3106468.250000 Penalty: 3576.823486
	Iteration 8F: 3 clusters Score -3106468 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -3109718.750000 Penalty: 3576.823486
	Iteration 9F: 3 clusters Score -3109719 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -3112247.000000 Penalty: 3576.823486
	Iteration 10Q: 3 clusters Score -3112247 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -3113974.750000 Penalty: 3576.823486
	Iteration 11Q: 3 clusters Score -3113975 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -3115004.250000 Penalty: 3576.823486
	Iteration 12Q: 3 clusters Score -3115004 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -3115534.750000 Penalty: 3576.823486
	Iteration 13Q: 3 clusters Score -3115535 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -3115849.250000 Penalty: 3576.823486
	Iteration 14Q: 3 clusters Score -3115849 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -3116010.250000 Penalty: 3576.823486
	Iteration 15Q: 3 clusters Score -3116010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -3116082.250000 Penalty: 3576.823486
	Iteration 16Q: 3 clusters Score -3116082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -3116135.750000 Penalty: 3576.823486
	Iteration 17Q: 3 clusters Score -3116136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -3116174.250000 Penalty: 3576.823486
	Iteration 18Q: 3 clusters Score -3116174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -3116188.500000 Penalty: 3576.823486
	Iteration 19Q: 3 clusters Score -3116188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -3116195.500000 Penalty: 3576.823486
	Iteration 20F: 3 clusters Score -3116196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -3116201.750000 Penalty: 3576.823486
	Iteration 21Q: 3 clusters Score -3116202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -3116215.500000 Penalty: 3576.823486
	Iteration 22Q: 3 clusters Score -3116216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -3116217.500000 Penalty: 3576.823486
	Iteration 23Q: 3 clusters Score -3116218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -3116220.250000 Penalty: 3576.823486
	Iteration 24Q: 3 clusters Score -3116220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -3116221.750000 Penalty: 3576.823486
	Iteration 25Q: 3 clusters Score -3116222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -3116224.000000 Penalty: 3576.823486
	Iteration 26Q: 3 clusters Score -3116224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -3116222.250000 Penalty: 3576.823486
	Iteration 27Q: 3 clusters Score -3116222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -3116226.750000 Penalty: 3576.823486
	Iteration 28Q: 3 clusters Score -3116227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -3116232.250000 Penalty: 3576.823486
	Iteration 29Q: 3 clusters Score -3116232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -3116230.000000 Penalty: 3576.823486
	Iteration 30Q: 3 clusters Score -3116230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -3116229.750000 Penalty: 3576.823486
	Iteration 31Q: 3 clusters Score -3116230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -3116229.750000 Penalty: 3576.823486
	Iteration 32F: 3 clusters Score -3116230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Entering Unmasked Estep 
Score: -540883.625000 Penalty: 1513.872925
	Iteration 0F: 2 clusters Score -540883.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -532996.750000 Penalty: 3027.745850
	Iteration 0F: 3 clusters Score -532996.8 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -535571.187500 Penalty: 3027.745850
	Iteration 1F: 3 clusters Score -535571.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -535897.625000 Penalty: 3027.745850
	Iteration 2F: 3 clusters Score -535897.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -536398.437500 Penalty: 3027.745850
	Iteration 3F: 3 clusters Score -536398.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -537091.062500 Penalty: 3027.745850
	Iteration 4F: 3 clusters Score -537091.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -537814.312500 Penalty: 3027.745850
	Iteration 5F: 3 clusters Score -537814.3 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -538592.125000 Penalty: 3027.745850
	Iteration 6F: 3 clusters Score -538592.1 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -539394.937500 Penalty: 3027.745850
	Iteration 7F: 3 clusters Score -539394.9 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -540086.937500 Penalty: 3027.745850
	Iteration 8F: 3 clusters Score -540086.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -540565.687500 Penalty: 3027.745850
	Iteration 9F: 3 clusters Score -540565.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -540830.562500 Penalty: 3027.745850
	Iteration 10Q: 3 clusters Score -540830.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -540949.750000 Penalty: 3027.745850
	Iteration 11Q: 3 clusters Score -540949.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -540995.437500 Penalty: 3027.745850
	Iteration 12Q: 3 clusters Score -540995.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -541014.812500 Penalty: 3027.745850
	Iteration 13Q: 3 clusters Score -541014.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -541022.312500 Penalty: 3027.745850
	Iteration 14Q: 3 clusters Score -541022.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -541026.062500 Penalty: 3027.745850
	Iteration 15Q: 3 clusters Score -541026.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -541025.437500 Penalty: 3027.745850
	Iteration 16Q: 3 clusters Score -541025.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -541028.187500 Penalty: 3027.745850
	Iteration 17Q: 3 clusters Score -541028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -541030.312500 Penalty: 3027.745850
	Iteration 18Q: 3 clusters Score -541030.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -541029.750000 Penalty: 3027.745850
	Iteration 19Q: 3 clusters Score -541029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -541029.625000 Penalty: 3027.745850
	Iteration 20F: 3 clusters Score -541029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -541029.562500 Penalty: 3027.745850
	Iteration 21Q: 3 clusters Score -541029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -541030.312500 Penalty: 3027.745850
	Iteration 22Q: 3 clusters Score -541030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -541029.625000 Penalty: 3027.745850
	Iteration 23Q: 3 clusters Score -541029.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -541029.625000 Penalty: 3027.745850
	Iteration 24F: 3 clusters Score -541029.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 31262 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 1480 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 7365 members 
Mstep: Class 8 contains 14704 members 
Mstep: Class 9 contains 51024 members 
Mstep: Class 10 contains 76696 members 
Mstep: Class 12 contains 64616 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 16 contains 29801 members 
Mstep: Class 17 contains 60211 members 
Mstep: Class 18 contains 3751 members 
Mstep: Class 22 contains 59140 members 
Entering Unmasked Estep 
Score: -20833134.000000 Penalty: 33645.058594
Splitting cluster 18 changes total score from -20833598.000000 to -20833134.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (59140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Entering Unmasked Estep 
Score: -3110520.250000 Penalty: 1785.495239
	Iteration 0F: 2 clusters Score -3110520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -3070773.750000 Penalty: 3570.990479
	Iteration 0F: 3 clusters Score -3070774 nChanged 28024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -3086721.500000 Penalty: 3570.990479
	Iteration 1F: 3 clusters Score -3086722 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3087397.250000 Penalty: 3570.990479
	Iteration 2Q: 3 clusters Score -3087397 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3088360.500000 Penalty: 3570.990479
	Iteration 3Q: 3 clusters Score -3088360 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3089738.500000 Penalty: 3570.990479
	Iteration 4Q: 3 clusters Score -3089738 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3091805.750000 Penalty: 3570.990479
	Iteration 5F: 3 clusters Score -3091806 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3094594.500000 Penalty: 3570.990479
	Iteration 6F: 3 clusters Score -3094594 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3097946.000000 Penalty: 3570.990479
	Iteration 7F: 3 clusters Score -3097946 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3101206.000000 Penalty: 3570.990479
	Iteration 8F: 3 clusters Score -3101206 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3103827.000000 Penalty: 3570.990479
	Iteration 9Q: 3 clusters Score -3103827 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3105641.250000 Penalty: 3570.990479
	Iteration 10Q: 3 clusters Score -3105641 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3106690.750000 Penalty: 3570.990479
	Iteration 11Q: 3 clusters Score -3106691 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3107402.000000 Penalty: 3570.990479
	Iteration 12Q: 3 clusters Score -3107402 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3107892.500000 Penalty: 3570.990479
	Iteration 13Q: 3 clusters Score -3107892 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57418 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3108219.500000 Penalty: 3570.990479
	Iteration 14Q: 3 clusters Score -3108220 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3108424.500000 Penalty: 3570.990479
	Iteration 15Q: 3 clusters Score -3108424 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3108552.500000 Penalty: 3570.990479
	Iteration 16Q: 3 clusters Score -3108552 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3108667.750000 Penalty: 3570.990479
	Iteration 17Q: 3 clusters Score -3108668 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3108762.500000 Penalty: 3570.990479
	Iteration 18Q: 3 clusters Score -3108762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3108834.500000 Penalty: 3570.990479
	Iteration 19Q: 3 clusters Score -3108834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3108881.000000 Penalty: 3570.990479
	Iteration 20F: 3 clusters Score -3108881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3108918.500000 Penalty: 3570.990479
	Iteration 21Q: 3 clusters Score -3108918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3108941.500000 Penalty: 3570.990479
	Iteration 22Q: 3 clusters Score -3108942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3108952.750000 Penalty: 3570.990479
	Iteration 23Q: 3 clusters Score -3108953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3108962.750000 Penalty: 3570.990479
	Iteration 24Q: 3 clusters Score -3108963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3108970.250000 Penalty: 3570.990479
	Iteration 25Q: 3 clusters Score -3108970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3108969.250000 Penalty: 3570.990479
	Iteration 26Q: 3 clusters Score -3108969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3108974.250000 Penalty: 3570.990479
	Iteration 27Q: 3 clusters Score -3108974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3108979.750000 Penalty: 3570.990479
	Iteration 28Q: 3 clusters Score -3108980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3108981.250000 Penalty: 3570.990479
	Iteration 29Q: 3 clusters Score -3108981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3108985.500000 Penalty: 3570.990479
	Iteration 30Q: 3 clusters Score -3108986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3108987.750000 Penalty: 3570.990479
	Iteration 31Q: 3 clusters Score -3108988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3108987.750000 Penalty: 3570.990479
	Iteration 32Q: 3 clusters Score -3108988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3108986.500000 Penalty: 3570.990479
	Iteration 33Q: 3 clusters Score -3108986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3108989.500000 Penalty: 3570.990479
	Iteration 34Q: 3 clusters Score -3108990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3108988.000000 Penalty: 3570.990479
	Iteration 35Q: 3 clusters Score -3108988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3108994.750000 Penalty: 3570.990479
	Iteration 36Q: 3 clusters Score -3108995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3108996.000000 Penalty: 3570.990479
	Iteration 37Q: 3 clusters Score -3108996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3109000.000000 Penalty: 3570.990479
	Iteration 38Q: 3 clusters Score -3109000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3108999.750000 Penalty: 3570.990479
	Iteration 39Q: 3 clusters Score -3109000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3109004.250000 Penalty: 3570.990479
	Iteration 40F: 3 clusters Score -3109004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3109005.750000 Penalty: 3570.990479
	Iteration 41Q: 3 clusters Score -3109006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3109011.000000 Penalty: 3570.990479
	Iteration 42Q: 3 clusters Score -3109011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3109010.250000 Penalty: 3570.990479
	Iteration 43Q: 3 clusters Score -3109010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3109012.000000 Penalty: 3570.990479
	Iteration 44Q: 3 clusters Score -3109012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3109014.750000 Penalty: 3570.990479
	Iteration 45Q: 3 clusters Score -3109015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3109018.250000 Penalty: 3570.990479
	Iteration 46Q: 3 clusters Score -3109018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3109021.000000 Penalty: 3570.990479
	Iteration 47Q: 3 clusters Score -3109021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3109021.250000 Penalty: 3570.990479
	Iteration 48Q: 3 clusters Score -3109021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3109021.750000 Penalty: 3570.990479
	Iteration 49Q: 3 clusters Score -3109022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3109021.750000 Penalty: 3570.990479
	Iteration 50F: 3 clusters Score -3109022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 31262 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 1480 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 8 contains 14704 members 
Mstep: Class 9 contains 51024 members 
Mstep: Class 10 contains 76696 members 
Mstep: Class 12 contains 64616 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 16 contains 29801 members 
Mstep: Class 17 contains 60211 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 22 contains 59140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833592.000000 Penalty: 31542.244141
Iteration 239Q: 16 clusters Score -2.083359e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1474 members 
Mstep: Class 3 contains 31260 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 1476 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 8 contains 14711 members 
Mstep: Class 9 contains 51022 members 
Mstep: Class 10 contains 76760 members 
Mstep: Class 12 contains 64617 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 16 contains 29800 members 
Mstep: Class 17 contains 60158 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 22 contains 59136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833512.000000 Penalty: 31542.244141
Iteration 240F: 16 clusters Score -2.083351e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 31261 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 1471 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 8 contains 14726 members 
Mstep: Class 9 contains 51010 members 
Mstep: Class 10 contains 76824 members 
Mstep: Class 12 contains 64621 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 16 contains 29802 members 
Mstep: Class 17 contains 60105 members 
Mstep: Class 18 contains 11119 members 
Mstep: Class 22 contains 59131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833546.000000 Penalty: 31542.244141
Iteration 241Q: 16 clusters Score -2.083355e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 31261 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 1468 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 8 contains 14746 members 
Mstep: Class 9 contains 51004 members 
Mstep: Class 10 contains 76893 members 
Mstep: Class 12 contains 64620 members 
Mstep: Class 13 contains 3251 members 
Mstep: Class 16 contains 29801 members 
Mstep: Class 17 contains 60052 members 
Mstep: Class 18 contains 11122 members 
Mstep: Class 22 contains 59119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833538.000000 Penalty: 31542.244141
Iteration 242Q: 16 clusters Score -2.083354e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 31259 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 1469 members 
Mstep: Class 6 contains 4334 members 
Mstep: Class 8 contains 14763 members 
Mstep: Class 9 contains 50997 members 
Mstep: Class 10 contains 76964 members 
Mstep: Class 12 contains 64615 members 
Mstep: Class 13 contains 3242 members 
Mstep: Class 16 contains 29803 members 
Mstep: Class 17 contains 60000 members 
Mstep: Class 18 contains 11127 members 
Mstep: Class 22 contains 59111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833556.000000 Penalty: 31542.244141
Iteration 243Q: 16 clusters Score -2.083356e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 31256 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 4334 members 
Mstep: Class 8 contains 14779 members 
Mstep: Class 9 contains 50987 members 
Mstep: Class 10 contains 77043 members 
Mstep: Class 12 contains 64610 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 16 contains 29794 members 
Mstep: Class 17 contains 59961 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 22 contains 59101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833526.000000 Penalty: 31542.244141
Iteration 244Q: 16 clusters Score -2.083353e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 31252 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 4334 members 
Mstep: Class 8 contains 14801 members 
Mstep: Class 9 contains 50981 members 
Mstep: Class 10 contains 77132 members 
Mstep: Class 12 contains 64603 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 16 contains 29782 members 
Mstep: Class 17 contains 59914 members 
Mstep: Class 18 contains 11140 members 
Mstep: Class 22 contains 59088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2100.179688 but Gain 2102.816406
Score: -20833554.000000 Penalty: 29439.427734
Iteration 245Q: 15 clusters Score -2.083355e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 31292 members 
Mstep: Class 5 contains 1474 members 
Mstep: Class 6 contains 4335 members 
Mstep: Class 8 contains 15285 members 
Mstep: Class 9 contains 51073 members 
Mstep: Class 10 contains 77253 members 
Mstep: Class 12 contains 64657 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 16 contains 29807 members 
Mstep: Class 17 contains 60172 members 
Mstep: Class 18 contains 11149 members 
Mstep: Class 22 contains 59145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2098.975830 but Gain 2102.816406
Score: -20835044.000000 Penalty: 27336.611328
Iteration 246Q: 14 clusters Score -2.083504e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 31291 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 8 contains 16034 members 
Mstep: Class 9 contains 51064 members 
Mstep: Class 10 contains 77983 members 
Mstep: Class 12 contains 64674 members 
Mstep: Class 13 contains 3190 members 
Mstep: Class 16 contains 29800 members 
Mstep: Class 17 contains 60190 members 
Mstep: Class 18 contains 11153 members 
Mstep: Class 22 contains 59124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2038.828247 but Gain 2102.816406
Score: -20836868.000000 Penalty: 25233.794922
Iteration 247Q: 13 clusters Score -2.083687e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 3 contains 31249 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 17068 members 
Mstep: Class 9 contains 51057 members 
Mstep: Class 10 contains 78460 members 
Mstep: Class 12 contains 64719 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 16 contains 29777 members 
Mstep: Class 17 contains 60167 members 
Mstep: Class 18 contains 11161 members 
Mstep: Class 22 contains 59108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20838758.000000 Penalty: 25233.794922
Iteration 248Q: 13 clusters Score -2.083876e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 3 contains 31198 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 8 contains 17709 members 
Mstep: Class 9 contains 50983 members 
Mstep: Class 10 contains 78571 members 
Mstep: Class 12 contains 64589 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 16 contains 29702 members 
Mstep: Class 17 contains 59822 members 
Mstep: Class 18 contains 11171 members 
Mstep: Class 22 contains 59049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20838968.000000 Penalty: 25233.794922
Iteration 249Q: 13 clusters Score -2.083897e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 3 contains 31147 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 18277 members 
Mstep: Class 9 contains 50920 members 
Mstep: Class 10 contains 78661 members 
Mstep: Class 12 contains 64491 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 16 contains 29656 members 
Mstep: Class 17 contains 59483 members 
Mstep: Class 18 contains 11178 members 
Mstep: Class 22 contains 59001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839040.000000 Penalty: 25233.794922
Iteration 250Q: 13 clusters Score -2.083904e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 3 contains 31125 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 8 contains 18749 members 
Mstep: Class 9 contains 50852 members 
Mstep: Class 10 contains 78757 members 
Mstep: Class 12 contains 64421 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 16 contains 29627 members 
Mstep: Class 17 contains 59172 members 
Mstep: Class 18 contains 11180 members 
Mstep: Class 22 contains 58952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839120.000000 Penalty: 25233.794922
Iteration 251Q: 13 clusters Score -2.083912e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 3 contains 31109 members 
Mstep: Class 6 contains 4341 members 
Mstep: Class 8 contains 19134 members 
Mstep: Class 9 contains 50819 members 
Mstep: Class 10 contains 78852 members 
Mstep: Class 12 contains 64366 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 16 contains 29599 members 
Mstep: Class 17 contains 58883 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 22 contains 58925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839236.000000 Penalty: 25233.794922
Iteration 252Q: 13 clusters Score -2.083924e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 3 contains 31096 members 
Mstep: Class 6 contains 4336 members 
Mstep: Class 8 contains 19458 members 
Mstep: Class 9 contains 50785 members 
Mstep: Class 10 contains 78948 members 
Mstep: Class 12 contains 64350 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 16 contains 29566 members 
Mstep: Class 17 contains 58621 members 
Mstep: Class 18 contains 11187 members 
Mstep: Class 22 contains 58894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839240.000000 Penalty: 25233.794922
Iteration 253Q: 13 clusters Score -2.083924e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 3 contains 31091 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 8 contains 19745 members 
Mstep: Class 9 contains 50758 members 
Mstep: Class 10 contains 79045 members 
Mstep: Class 12 contains 64323 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 16 contains 29542 members 
Mstep: Class 17 contains 58370 members 
Mstep: Class 18 contains 11187 members 
Mstep: Class 22 contains 58875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839288.000000 Penalty: 25233.794922
Iteration 254Q: 13 clusters Score -2.083929e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 3 contains 31093 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 8 contains 19995 members 
Mstep: Class 9 contains 50733 members 
Mstep: Class 10 contains 79127 members 
Mstep: Class 12 contains 64295 members 
Mstep: Class 13 contains 3135 members 
Mstep: Class 16 contains 29510 members 
Mstep: Class 17 contains 58150 members 
Mstep: Class 18 contains 11180 members 
Mstep: Class 22 contains 58862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839336.000000 Penalty: 25233.794922
Iteration 255Q: 13 clusters Score -2.083934e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 8 contains 20214 members 
Mstep: Class 9 contains 50720 members 
Mstep: Class 10 contains 79237 members 
Mstep: Class 12 contains 64272 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 16 contains 29489 members 
Mstep: Class 17 contains 57930 members 
Mstep: Class 18 contains 11182 members 
Mstep: Class 22 contains 58842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839378.000000 Penalty: 25233.794922
Iteration 256Q: 13 clusters Score -2.083938e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 8 contains 20389 members 
Mstep: Class 9 contains 50713 members 
Mstep: Class 10 contains 79309 members 
Mstep: Class 12 contains 64262 members 
Mstep: Class 13 contains 3115 members 
Mstep: Class 16 contains 29474 members 
Mstep: Class 17 contains 57740 members 
Mstep: Class 18 contains 11184 members 
Mstep: Class 22 contains 58833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839424.000000 Penalty: 25233.794922
Iteration 257Q: 13 clusters Score -2.083942e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 3 contains 31095 members 
Mstep: Class 6 contains 4333 members 
Mstep: Class 8 contains 20556 members 
Mstep: Class 9 contains 50713 members 
Mstep: Class 10 contains 79393 members 
Mstep: Class 12 contains 64250 members 
Mstep: Class 13 contains 3108 members 
Mstep: Class 16 contains 29461 members 
Mstep: Class 17 contains 57549 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 22 contains 58808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839474.000000 Penalty: 25233.794922
Iteration 258Q: 13 clusters Score -2.083947e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 3 contains 31099 members 
Mstep: Class 6 contains 4336 members 
Mstep: Class 8 contains 20709 members 
Mstep: Class 9 contains 50710 members 
Mstep: Class 10 contains 79453 members 
Mstep: Class 12 contains 64240 members 
Mstep: Class 13 contains 3098 members 
Mstep: Class 16 contains 29449 members 
Mstep: Class 17 contains 57384 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 22 contains 58797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839478.000000 Penalty: 25233.794922
Iteration 259Q: 13 clusters Score -2.083948e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 3 contains 31101 members 
Mstep: Class 6 contains 4340 members 
Mstep: Class 8 contains 20844 members 
Mstep: Class 9 contains 50702 members 
Mstep: Class 10 contains 79526 members 
Mstep: Class 12 contains 64235 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 16 contains 29444 members 
Mstep: Class 17 contains 57216 members 
Mstep: Class 18 contains 11180 members 
Mstep: Class 22 contains 58785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839436.000000 Penalty: 25233.794922
Iteration 260F: 13 clusters Score -2.083944e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 3 contains 31102 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 20971 members 
Mstep: Class 9 contains 50690 members 
Mstep: Class 10 contains 79590 members 
Mstep: Class 12 contains 64239 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 16 contains 29433 members 
Mstep: Class 17 contains 57060 members 
Mstep: Class 18 contains 11181 members 
Mstep: Class 22 contains 58776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839424.000000 Penalty: 25233.794922
Iteration 261Q: 13 clusters Score -2.083942e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 3 contains 31093 members 
Mstep: Class 6 contains 4344 members 
Mstep: Class 8 contains 21060 members 
Mstep: Class 9 contains 50686 members 
Mstep: Class 10 contains 79653 members 
Mstep: Class 12 contains 64237 members 
Mstep: Class 13 contains 3084 members 
Mstep: Class 16 contains 29427 members 
Mstep: Class 17 contains 56940 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 22 contains 58770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839404.000000 Penalty: 25233.794922
Iteration 262Q: 13 clusters Score -2.08394e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 3 contains 31089 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21135 members 
Mstep: Class 9 contains 50685 members 
Mstep: Class 10 contains 79705 members 
Mstep: Class 12 contains 64240 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 16 contains 29423 members 
Mstep: Class 17 contains 56830 members 
Mstep: Class 18 contains 11186 members 
Mstep: Class 22 contains 58765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839406.000000 Penalty: 25233.794922
Iteration 263Q: 13 clusters Score -2.083941e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 3 contains 31094 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 8 contains 21206 members 
Mstep: Class 9 contains 50676 members 
Mstep: Class 10 contains 79744 members 
Mstep: Class 12 contains 64240 members 
Mstep: Class 13 contains 3065 members 
Mstep: Class 16 contains 29417 members 
Mstep: Class 17 contains 56738 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 22 contains 58767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839480.000000 Penalty: 25233.794922
Iteration 264Q: 13 clusters Score -2.083948e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21263 members 
Mstep: Class 9 contains 50680 members 
Mstep: Class 10 contains 79806 members 
Mstep: Class 12 contains 64233 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 16 contains 29403 members 
Mstep: Class 17 contains 56654 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 22 contains 58758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839498.000000 Penalty: 25233.794922
Iteration 265Q: 13 clusters Score -2.08395e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21313 members 
Mstep: Class 9 contains 50676 members 
Mstep: Class 10 contains 79868 members 
Mstep: Class 12 contains 64227 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 16 contains 29384 members 
Mstep: Class 17 contains 56572 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 22 contains 58756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839520.000000 Penalty: 25233.794922
Iteration 266Q: 13 clusters Score -2.083952e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 3 contains 31085 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21358 members 
Mstep: Class 9 contains 50678 members 
Mstep: Class 10 contains 79914 members 
Mstep: Class 12 contains 64228 members 
Mstep: Class 13 contains 3062 members 
Mstep: Class 16 contains 29371 members 
Mstep: Class 17 contains 56494 members 
Mstep: Class 18 contains 11196 members 
Mstep: Class 22 contains 58756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839526.000000 Penalty: 25233.794922
Iteration 267Q: 13 clusters Score -2.083953e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 8 contains 21391 members 
Mstep: Class 9 contains 50684 members 
Mstep: Class 10 contains 79956 members 
Mstep: Class 12 contains 64225 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 16 contains 29364 members 
Mstep: Class 17 contains 56427 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 22 contains 58753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839496.000000 Penalty: 25233.794922
Iteration 268Q: 13 clusters Score -2.08395e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 8 contains 21420 members 
Mstep: Class 9 contains 50690 members 
Mstep: Class 10 contains 80003 members 
Mstep: Class 12 contains 64224 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 16 contains 29363 members 
Mstep: Class 17 contains 56359 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 22 contains 58746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839476.000000 Penalty: 25233.794922
Iteration 269Q: 13 clusters Score -2.083948e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 8 contains 21450 members 
Mstep: Class 9 contains 50698 members 
Mstep: Class 10 contains 80056 members 
Mstep: Class 12 contains 64233 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 16 contains 29356 members 
Mstep: Class 17 contains 56285 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 22 contains 58743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839444.000000 Penalty: 25233.794922
Iteration 270Q: 13 clusters Score -2.083944e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 8 contains 21477 members 
Mstep: Class 9 contains 50698 members 
Mstep: Class 10 contains 80104 members 
Mstep: Class 12 contains 64238 members 
Mstep: Class 13 contains 3029 members 
Mstep: Class 16 contains 29353 members 
Mstep: Class 17 contains 56229 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 22 contains 58737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839466.000000 Penalty: 25233.794922
Iteration 271Q: 13 clusters Score -2.083947e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 3 contains 31085 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 8 contains 21502 members 
Mstep: Class 9 contains 50697 members 
Mstep: Class 10 contains 80166 members 
Mstep: Class 12 contains 64246 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 16 contains 29350 members 
Mstep: Class 17 contains 56172 members 
Mstep: Class 18 contains 11201 members 
Mstep: Class 22 contains 58723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839442.000000 Penalty: 25233.794922
Iteration 272Q: 13 clusters Score -2.083944e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 8 contains 21520 members 
Mstep: Class 9 contains 50694 members 
Mstep: Class 10 contains 80228 members 
Mstep: Class 12 contains 64255 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 16 contains 29347 members 
Mstep: Class 17 contains 56122 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 22 contains 58713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839502.000000 Penalty: 25233.794922
Iteration 273Q: 13 clusters Score -2.08395e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21539 members 
Mstep: Class 9 contains 50698 members 
Mstep: Class 10 contains 80273 members 
Mstep: Class 12 contains 64255 members 
Mstep: Class 13 contains 2975 members 
Mstep: Class 16 contains 29349 members 
Mstep: Class 17 contains 56076 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 22 contains 58711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839488.000000 Penalty: 25233.794922
Iteration 274Q: 13 clusters Score -2.083949e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 8 contains 21553 members 
Mstep: Class 9 contains 50694 members 
Mstep: Class 10 contains 80324 members 
Mstep: Class 12 contains 64255 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 16 contains 29347 members 
Mstep: Class 17 contains 56044 members 
Mstep: Class 18 contains 11201 members 
Mstep: Class 22 contains 58708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839524.000000 Penalty: 25233.794922
Iteration 275Q: 13 clusters Score -2.083952e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 8 contains 21567 members 
Mstep: Class 9 contains 50696 members 
Mstep: Class 10 contains 80377 members 
Mstep: Class 12 contains 64255 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 16 contains 29345 members 
Mstep: Class 17 contains 56003 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 22 contains 58699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839566.000000 Penalty: 25233.794922
Iteration 276Q: 13 clusters Score -2.083957e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 8 contains 21576 members 
Mstep: Class 9 contains 50688 members 
Mstep: Class 10 contains 80446 members 
Mstep: Class 12 contains 64259 members 
Mstep: Class 13 contains 2935 members 
Mstep: Class 16 contains 29344 members 
Mstep: Class 17 contains 55964 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 22 contains 58691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839526.000000 Penalty: 25233.794922
Iteration 277Q: 13 clusters Score -2.083953e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21586 members 
Mstep: Class 9 contains 50683 members 
Mstep: Class 10 contains 80511 members 
Mstep: Class 12 contains 64252 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 16 contains 29339 members 
Mstep: Class 17 contains 55927 members 
Mstep: Class 18 contains 11207 members 
Mstep: Class 22 contains 58680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839574.000000 Penalty: 25233.794922
Iteration 278Q: 13 clusters Score -2.083957e+07 nChanged 111
Entering ConstructFrom: 
Score: -20839574.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (6283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Entering Unmasked Estep 
Score: -327248.031250 Penalty: 1421.160400
	Iteration 0F: 2 clusters Score -327248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -322505.781250 Penalty: 2842.320801
	Iteration 0F: 3 clusters Score -322505.8 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -323897.500000 Penalty: 2842.320801
	Iteration 1F: 3 clusters Score -323897.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -324056.906250 Penalty: 2842.320801
	Iteration 2F: 3 clusters Score -324056.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -324140.000000 Penalty: 2842.320801
	Iteration 3Q: 3 clusters Score -324140 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -324210.000000 Penalty: 2842.320801
	Iteration 4Q: 3 clusters Score -324210 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -324268.843750 Penalty: 2842.320801
	Iteration 5Q: 3 clusters Score -324268.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -324321.625000 Penalty: 2842.320801
	Iteration 6Q: 3 clusters Score -324321.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -324378.250000 Penalty: 2842.320801
	Iteration 7Q: 3 clusters Score -324378.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -324441.812500 Penalty: 2842.320801
	Iteration 8Q: 3 clusters Score -324441.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -324513.562500 Penalty: 2842.320801
	Iteration 9Q: 3 clusters Score -324513.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -324584.468750 Penalty: 2842.320801
	Iteration 10Q: 3 clusters Score -324584.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -324675.968750 Penalty: 2842.320801
	Iteration 11Q: 3 clusters Score -324676 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -324803.343750 Penalty: 2842.320801
	Iteration 12Q: 3 clusters Score -324803.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -324935.750000 Penalty: 2842.320801
	Iteration 13Q: 3 clusters Score -324935.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -325088.593750 Penalty: 2842.320801
	Iteration 14Q: 3 clusters Score -325088.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -325243.843750 Penalty: 2842.320801
	Iteration 15Q: 3 clusters Score -325243.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -325397.062500 Penalty: 2842.320801
	Iteration 16Q: 3 clusters Score -325397.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -325534.250000 Penalty: 2842.320801
	Iteration 17Q: 3 clusters Score -325534.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -325640.468750 Penalty: 2842.320801
	Iteration 18Q: 3 clusters Score -325640.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -325747.093750 Penalty: 2842.320801
	Iteration 19Q: 3 clusters Score -325747.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -325837.250000 Penalty: 2842.320801
	Iteration 20F: 3 clusters Score -325837.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -325921.125000 Penalty: 2842.320801
	Iteration 21Q: 3 clusters Score -325921.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -325977.718750 Penalty: 2842.320801
	Iteration 22Q: 3 clusters Score -325977.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -326032.781250 Penalty: 2842.320801
	Iteration 23Q: 3 clusters Score -326032.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -326083.000000 Penalty: 2842.320801
	Iteration 24Q: 3 clusters Score -326083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -326104.843750 Penalty: 2842.320801
	Iteration 25Q: 3 clusters Score -326104.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -326118.968750 Penalty: 2842.320801
	Iteration 26Q: 3 clusters Score -326119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -326124.968750 Penalty: 2842.320801
	Iteration 27Q: 3 clusters Score -326125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -326131.562500 Penalty: 2842.320801
	Iteration 28Q: 3 clusters Score -326131.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -326139.437500 Penalty: 2842.320801
	Iteration 29Q: 3 clusters Score -326139.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -326141.968750 Penalty: 2842.320801
	Iteration 30Q: 3 clusters Score -326142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -326147.843750 Penalty: 2842.320801
	Iteration 31Q: 3 clusters Score -326147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -326149.937500 Penalty: 2842.320801
	Iteration 32Q: 3 clusters Score -326149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -326151.406250 Penalty: 2842.320801
	Iteration 33Q: 3 clusters Score -326151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -326152.781250 Penalty: 2842.320801
	Iteration 34Q: 3 clusters Score -326152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -326154.031250 Penalty: 2842.320801
	Iteration 35Q: 3 clusters Score -326154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -326154.031250 Penalty: 2842.320801
	Iteration 36F: 3 clusters Score -326154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Entering Unmasked Estep 
Score: -1627450.500000 Penalty: 1680.931152
	Iteration 0F: 2 clusters Score -1627450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1606566.500000 Penalty: 3361.862305
	Iteration 0F: 3 clusters Score -1606566 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1614995.625000 Penalty: 3361.862305
	Iteration 1F: 3 clusters Score -1614996 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1615823.375000 Penalty: 3361.862305
	Iteration 2F: 3 clusters Score -1615823 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1616704.750000 Penalty: 3361.862305
	Iteration 3F: 3 clusters Score -1616705 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1617642.875000 Penalty: 3361.862305
	Iteration 4F: 3 clusters Score -1617643 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1618712.000000 Penalty: 3361.862305
	Iteration 5F: 3 clusters Score -1618712 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1620021.250000 Penalty: 3361.862305
	Iteration 6F: 3 clusters Score -1620021 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1621656.125000 Penalty: 3361.862305
	Iteration 7F: 3 clusters Score -1621656 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1623289.750000 Penalty: 3361.862305
	Iteration 8F: 3 clusters Score -1623290 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1624387.375000 Penalty: 3361.862305
	Iteration 9Q: 3 clusters Score -1624387 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1625015.875000 Penalty: 3361.862305
	Iteration 10Q: 3 clusters Score -1625016 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1625477.750000 Penalty: 3361.862305
	Iteration 11Q: 3 clusters Score -1625478 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1625888.500000 Penalty: 3361.862305
	Iteration 12Q: 3 clusters Score -1625888 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1626235.875000 Penalty: 3361.862305
	Iteration 13Q: 3 clusters Score -1626236 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1626530.250000 Penalty: 3361.862305
	Iteration 14Q: 3 clusters Score -1626530 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1626795.625000 Penalty: 3361.862305
	Iteration 15Q: 3 clusters Score -1626796 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1626976.250000 Penalty: 3361.862305
	Iteration 16Q: 3 clusters Score -1626976 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1627079.375000 Penalty: 3361.862305
	Iteration 17Q: 3 clusters Score -1627079 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1627133.375000 Penalty: 3361.862305
	Iteration 18Q: 3 clusters Score -1627133 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1627183.250000 Penalty: 3361.862305
	Iteration 19Q: 3 clusters Score -1627183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1627209.125000 Penalty: 3361.862305
	Iteration 20F: 3 clusters Score -1627209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1627234.000000 Penalty: 3361.862305
	Iteration 21Q: 3 clusters Score -1627234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1627249.000000 Penalty: 3361.862305
	Iteration 22Q: 3 clusters Score -1627249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1627263.000000 Penalty: 3361.862305
	Iteration 23Q: 3 clusters Score -1627263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1627266.875000 Penalty: 3361.862305
	Iteration 24Q: 3 clusters Score -1627267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1627272.625000 Penalty: 3361.862305
	Iteration 25Q: 3 clusters Score -1627273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1627273.875000 Penalty: 3361.862305
	Iteration 26Q: 3 clusters Score -1627274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1627279.125000 Penalty: 3361.862305
	Iteration 27Q: 3 clusters Score -1627279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1627283.875000 Penalty: 3361.862305
	Iteration 28Q: 3 clusters Score -1627284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1627290.000000 Penalty: 3361.862305
	Iteration 29Q: 3 clusters Score -1627290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1627293.625000 Penalty: 3361.862305
	Iteration 30Q: 3 clusters Score -1627294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1627297.375000 Penalty: 3361.862305
	Iteration 31Q: 3 clusters Score -1627297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1627296.875000 Penalty: 3361.862305
	Iteration 32Q: 3 clusters Score -1627297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1627296.625000 Penalty: 3361.862305
	Iteration 33Q: 3 clusters Score -1627297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1627298.500000 Penalty: 3361.862305
	Iteration 34Q: 3 clusters Score -1627298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1627302.125000 Penalty: 3361.862305
	Iteration 35Q: 3 clusters Score -1627302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1627305.125000 Penalty: 3361.862305
	Iteration 36Q: 3 clusters Score -1627305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1627306.375000 Penalty: 3361.862305
	Iteration 37Q: 3 clusters Score -1627306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1627306.375000 Penalty: 3361.862305
	Iteration 38F: 3 clusters Score -1627306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -225579.921875 Penalty: 1361.152100
	Iteration 0F: 2 clusters Score -225579.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -222008.515625 Penalty: 2722.304199
	Iteration 0F: 3 clusters Score -222008.5 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -222923.328125 Penalty: 2722.304199
	Iteration 1F: 3 clusters Score -222923.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -223050.125000 Penalty: 2722.304199
	Iteration 2F: 3 clusters Score -223050.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -223140.812500 Penalty: 2722.304199
	Iteration 3Q: 3 clusters Score -223140.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -223218.062500 Penalty: 2722.304199
	Iteration 4Q: 3 clusters Score -223218.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -223269.234375 Penalty: 2722.304199
	Iteration 5Q: 3 clusters Score -223269.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -223317.015625 Penalty: 2722.304199
	Iteration 6Q: 3 clusters Score -223317 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -223360.968750 Penalty: 2722.304199
	Iteration 7Q: 3 clusters Score -223361 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -223404.796875 Penalty: 2722.304199
	Iteration 8Q: 3 clusters Score -223404.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -223459.031250 Penalty: 2722.304199
	Iteration 9Q: 3 clusters Score -223459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -223516.109375 Penalty: 2722.304199
	Iteration 10Q: 3 clusters Score -223516.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -223570.281250 Penalty: 2722.304199
	Iteration 11Q: 3 clusters Score -223570.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -223631.031250 Penalty: 2722.304199
	Iteration 12Q: 3 clusters Score -223631 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -223702.750000 Penalty: 2722.304199
	Iteration 13Q: 3 clusters Score -223702.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -223778.812500 Penalty: 2722.304199
	Iteration 14Q: 3 clusters Score -223778.8 nChanged 134
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: -223884.171875 Penalty: 2722.304199
	Iteration 15Q: 3 clusters Score -223884.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -224004.812500 Penalty: 2722.304199
	Iteration 16Q: 3 clusters Score -224004.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -224117.828125 Penalty: 2722.304199
	Iteration 17Q: 3 clusters Score -224117.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -224216.421875 Penalty: 2722.304199
	Iteration 18Q: 3 clusters Score -224216.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -224290.281250 Penalty: 2722.304199
	Iteration 19Q: 3 clusters Score -224290.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -224343.921875 Penalty: 2722.304199
	Iteration 20F: 3 clusters Score -224343.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -224379.234375 Penalty: 2722.304199
	Iteration 21Q: 3 clusters Score -224379.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -224404.125000 Penalty: 2722.304199
	Iteration 22Q: 3 clusters Score -224404.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -224427.062500 Penalty: 2722.304199
	Iteration 23Q: 3 clusters Score -224427.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -224442.000000 Penalty: 2722.304199
	Iteration 24Q: 3 clusters Score -224442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -224451.203125 Penalty: 2722.304199
	Iteration 25Q: 3 clusters Score -224451.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -224458.421875 Penalty: 2722.304199
	Iteration 26Q: 3 clusters Score -224458.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -224465.437500 Penalty: 2722.304199
	Iteration 27Q: 3 clusters Score -224465.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -224468.421875 Penalty: 2722.304199
	Iteration 28Q: 3 clusters Score -224468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -224469.406250 Penalty: 2722.304199
	Iteration 29Q: 3 clusters Score -224469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -224471.234375 Penalty: 2722.304199
	Iteration 30Q: 3 clusters Score -224471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -224471.765625 Penalty: 2722.304199
	Iteration 31Q: 3 clusters Score -224471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -224472.015625 Penalty: 2722.304199
	Iteration 32Q: 3 clusters Score -224472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -224472.390625 Penalty: 2722.304199
	Iteration 33Q: 3 clusters Score -224472.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -224472.906250 Penalty: 2722.304199
	Iteration 34Q: 3 clusters Score -224472.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -224473.171875 Penalty: 2722.304199
	Iteration 35Q: 3 clusters Score -224473.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -224474.843750 Penalty: 2722.304199
	Iteration 36Q: 3 clusters Score -224474.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -224475.484375 Penalty: 2722.304199
	Iteration 37Q: 3 clusters Score -224475.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -224476.718750 Penalty: 2722.304199
	Iteration 38Q: 3 clusters Score -224476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -224477.093750 Penalty: 2722.304199
	Iteration 39Q: 3 clusters Score -224477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -224477.562500 Penalty: 2722.304199
	Iteration 40F: 3 clusters Score -224477.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Entering Unmasked Estep 
Score: -1147680.125000 Penalty: 1621.740112
	Iteration 0F: 2 clusters Score -1147680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1132933.750000 Penalty: 3243.480225
	Iteration 0F: 3 clusters Score -1132934 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1138295.375000 Penalty: 3243.480225
	Iteration 1F: 3 clusters Score -1138295 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1138659.500000 Penalty: 3243.480225
	Iteration 2Q: 3 clusters Score -1138660 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1139001.375000 Penalty: 3243.480225
	Iteration 3Q: 3 clusters Score -1139001 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1139369.250000 Penalty: 3243.480225
	Iteration 4Q: 3 clusters Score -1139369 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1139809.125000 Penalty: 3243.480225
	Iteration 5Q: 3 clusters Score -1139809 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1140398.875000 Penalty: 3243.480225
	Iteration 6F: 3 clusters Score -1140399 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1141295.125000 Penalty: 3243.480225
	Iteration 7F: 3 clusters Score -1141295 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1142474.000000 Penalty: 3243.480225
	Iteration 8F: 3 clusters Score -1142474 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1143729.375000 Penalty: 3243.480225
	Iteration 9F: 3 clusters Score -1143729 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -1144763.875000 Penalty: 3243.480225
	Iteration 10F: 3 clusters Score -1144764 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1145438.000000 Penalty: 3243.480225
	Iteration 11Q: 3 clusters Score -1145438 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -1145821.375000 Penalty: 3243.480225
	Iteration 12Q: 3 clusters Score -1145821 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -1146019.000000 Penalty: 3243.480225
	Iteration 13Q: 3 clusters Score -1146019 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -1146138.750000 Penalty: 3243.480225
	Iteration 14Q: 3 clusters Score -1146139 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -1146210.625000 Penalty: 3243.480225
	Iteration 15Q: 3 clusters Score -1146211 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -1146252.125000 Penalty: 3243.480225
	Iteration 16Q: 3 clusters Score -1146252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1146275.000000 Penalty: 3243.480225
	Iteration 17Q: 3 clusters Score -1146275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -1146288.125000 Penalty: 3243.480225
	Iteration 18Q: 3 clusters Score -1146288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -1146302.625000 Penalty: 3243.480225
	Iteration 19Q: 3 clusters Score -1146303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1146313.125000 Penalty: 3243.480225
	Iteration 20F: 3 clusters Score -1146313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -1146321.750000 Penalty: 3243.480225
	Iteration 21Q: 3 clusters Score -1146322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -1146324.125000 Penalty: 3243.480225
	Iteration 22Q: 3 clusters Score -1146324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1146328.500000 Penalty: 3243.480225
	Iteration 23Q: 3 clusters Score -1146328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1146332.000000 Penalty: 3243.480225
	Iteration 24Q: 3 clusters Score -1146332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -1146333.250000 Penalty: 3243.480225
	Iteration 25Q: 3 clusters Score -1146333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -1146334.125000 Penalty: 3243.480225
	Iteration 26Q: 3 clusters Score -1146334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -1146334.250000 Penalty: 3243.480225
	Iteration 27Q: 3 clusters Score -1146334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -1146334.250000 Penalty: 3243.480225
	Iteration 28F: 3 clusters Score -1146334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Entering Unmasked Estep 
Score: -2677151.500000 Penalty: 1760.415527
	Iteration 0F: 2 clusters Score -2677152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -2643315.250000 Penalty: 3520.831055
	Iteration 0F: 3 clusters Score -2643315 nChanged 23733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2656476.000000 Penalty: 3520.831055
	Iteration 1F: 3 clusters Score -2656476 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2656989.750000 Penalty: 3520.831055
	Iteration 2Q: 3 clusters Score -2656990 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2657510.750000 Penalty: 3520.831055
	Iteration 3Q: 3 clusters Score -2657511 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2658170.750000 Penalty: 3520.831055
	Iteration 4Q: 3 clusters Score -2658171 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2659037.000000 Penalty: 3520.831055
	Iteration 5Q: 3 clusters Score -2659037 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2660211.750000 Penalty: 3520.831055
	Iteration 6Q: 3 clusters Score -2660212 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2661905.500000 Penalty: 3520.831055
	Iteration 7F: 3 clusters Score -2661906 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2664086.250000 Penalty: 3520.831055
	Iteration 8F: 3 clusters Score -2664086 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2666461.750000 Penalty: 3520.831055
	Iteration 9F: 3 clusters Score -2666462 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2668599.750000 Penalty: 3520.831055
	Iteration 10F: 3 clusters Score -2668600 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2670250.750000 Penalty: 3520.831055
	Iteration 11Q: 3 clusters Score -2670251 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2671517.750000 Penalty: 3520.831055
	Iteration 12Q: 3 clusters Score -2671518 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2672529.500000 Penalty: 3520.831055
	Iteration 13Q: 3 clusters Score -2672530 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2673295.750000 Penalty: 3520.831055
	Iteration 14Q: 3 clusters Score -2673296 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2673951.750000 Penalty: 3520.831055
	Iteration 15Q: 3 clusters Score -2673952 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2674469.250000 Penalty: 3520.831055
	Iteration 16Q: 3 clusters Score -2674469 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2674860.500000 Penalty: 3520.831055
	Iteration 17Q: 3 clusters Score -2674860 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2675128.750000 Penalty: 3520.831055
	Iteration 18Q: 3 clusters Score -2675129 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2675293.250000 Penalty: 3520.831055
	Iteration 19Q: 3 clusters Score -2675293 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2675407.750000 Penalty: 3520.831055
	Iteration 20F: 3 clusters Score -2675408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2675491.000000 Penalty: 3520.831055
	Iteration 21Q: 3 clusters Score -2675491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2675531.750000 Penalty: 3520.831055
	Iteration 22Q: 3 clusters Score -2675532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2675553.500000 Penalty: 3520.831055
	Iteration 23Q: 3 clusters Score -2675554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2675569.250000 Penalty: 3520.831055
	Iteration 24Q: 3 clusters Score -2675569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2675575.500000 Penalty: 3520.831055
	Iteration 25Q: 3 clusters Score -2675576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2675588.500000 Penalty: 3520.831055
	Iteration 26Q: 3 clusters Score -2675588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2675593.250000 Penalty: 3520.831055
	Iteration 27Q: 3 clusters Score -2675593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2675598.000000 Penalty: 3520.831055
	Iteration 28Q: 3 clusters Score -2675598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2675597.750000 Penalty: 3520.831055
	Iteration 29Q: 3 clusters Score -2675598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2675600.250000 Penalty: 3520.831055
	Iteration 30Q: 3 clusters Score -2675600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2675607.500000 Penalty: 3520.831055
	Iteration 31Q: 3 clusters Score -2675608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2675608.750000 Penalty: 3520.831055
	Iteration 32Q: 3 clusters Score -2675609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2675608.750000 Penalty: 3520.831055
	Iteration 33F: 3 clusters Score -2675609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (80577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Entering Unmasked Estep 
Score: -4155982.000000 Penalty: 1835.757324
	Iteration 0F: 2 clusters Score -4155982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -4101786.750000 Penalty: 3671.514648
	Iteration 0F: 3 clusters Score -4101787 nChanged 38541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -4124019.000000 Penalty: 3671.514648
	Iteration 1F: 3 clusters Score -4124019 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -4124678.000000 Penalty: 3671.514648
	Iteration 2Q: 3 clusters Score -4124678 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -4125598.750000 Penalty: 3671.514648
	Iteration 3Q: 3 clusters Score -4125599 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -4127197.500000 Penalty: 3671.514648
	Iteration 4Q: 3 clusters Score -4127198 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -4130187.500000 Penalty: 3671.514648
	Iteration 5F: 3 clusters Score -4130188 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -4135381.750000 Penalty: 3671.514648
	Iteration 6F: 3 clusters Score -4135382 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -4142372.750000 Penalty: 3671.514648
	Iteration 7F: 3 clusters Score -4142373 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -4148461.750000 Penalty: 3671.514648
	Iteration 8F: 3 clusters Score -4148462 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4151889.750000 Penalty: 3671.514648
	Iteration 9Q: 3 clusters Score -4151890 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4153354.000000 Penalty: 3671.514648
	Iteration 10Q: 3 clusters Score -4153354 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4153925.250000 Penalty: 3671.514648
	Iteration 11Q: 3 clusters Score -4153925 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4154151.500000 Penalty: 3671.514648
	Iteration 12Q: 3 clusters Score -4154152 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80152 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4154280.500000 Penalty: 3671.514648
	Iteration 13Q: 3 clusters Score -4154280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4154356.000000 Penalty: 3671.514648
	Iteration 14Q: 3 clusters Score -4154356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4154386.750000 Penalty: 3671.514648
	Iteration 15Q: 3 clusters Score -4154387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4154401.500000 Penalty: 3671.514648
	Iteration 16Q: 3 clusters Score -4154402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4154418.500000 Penalty: 3671.514648
	Iteration 17Q: 3 clusters Score -4154418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4154426.000000 Penalty: 3671.514648
	Iteration 18Q: 3 clusters Score -4154426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4154427.750000 Penalty: 3671.514648
	Iteration 19Q: 3 clusters Score -4154428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4154434.000000 Penalty: 3671.514648
	Iteration 20F: 3 clusters Score -4154434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4154431.750000 Penalty: 3671.514648
	Iteration 21Q: 3 clusters Score -4154432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4154436.500000 Penalty: 3671.514648
	Iteration 22Q: 3 clusters Score -4154436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4154438.500000 Penalty: 3671.514648
	Iteration 23Q: 3 clusters Score -4154438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4154438.500000 Penalty: 3671.514648
	Iteration 24F: 3 clusters Score -4154438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Entering Unmasked Estep 
Score: -3361786.250000 Penalty: 1798.954590
	Iteration 0F: 2 clusters Score -3361786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -3318569.000000 Penalty: 3597.909180
	Iteration 0F: 3 clusters Score -3318569 nChanged 30419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -3336082.250000 Penalty: 3597.909180
	Iteration 1F: 3 clusters Score -3336082 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3336512.000000 Penalty: 3597.909180
	Iteration 2Q: 3 clusters Score -3336512 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3336916.500000 Penalty: 3597.909180
	Iteration 3Q: 3 clusters Score -3336916 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -3337344.750000 Penalty: 3597.909180
	Iteration 4Q: 3 clusters Score -3337345 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3337871.500000 Penalty: 3597.909180
	Iteration 5Q: 3 clusters Score -3337872 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -3338501.750000 Penalty: 3597.909180
	Iteration 6Q: 3 clusters Score -3338502 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3339452.500000 Penalty: 3597.909180
	Iteration 7Q: 3 clusters Score -3339452 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3340948.250000 Penalty: 3597.909180
	Iteration 8Q: 3 clusters Score -3340948 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3343488.750000 Penalty: 3597.909180
	Iteration 9F: 3 clusters Score -3343489 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3347198.000000 Penalty: 3597.909180
	Iteration 10F: 3 clusters Score -3347198 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3351750.000000 Penalty: 3597.909180
	Iteration 11F: 3 clusters Score -3351750 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3355969.250000 Penalty: 3597.909180
	Iteration 12F: 3 clusters Score -3355969 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3358609.500000 Penalty: 3597.909180
	Iteration 13Q: 3 clusters Score -3358610 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3359653.750000 Penalty: 3597.909180
	Iteration 14Q: 3 clusters Score -3359654 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3360042.250000 Penalty: 3597.909180
	Iteration 15Q: 3 clusters Score -3360042 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3360167.250000 Penalty: 3597.909180
	Iteration 16Q: 3 clusters Score -3360167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3360247.750000 Penalty: 3597.909180
	Iteration 17Q: 3 clusters Score -3360248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3360278.500000 Penalty: 3597.909180
	Iteration 18Q: 3 clusters Score -3360278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3360301.250000 Penalty: 3597.909180
	Iteration 19Q: 3 clusters Score -3360301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3360315.000000 Penalty: 3597.909180
	Iteration 20F: 3 clusters Score -3360315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3360317.000000 Penalty: 3597.909180
	Iteration 21Q: 3 clusters Score -3360317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3360317.000000 Penalty: 3597.909180
	Iteration 22F: 3 clusters Score -3360317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -160257.390625 Penalty: 1296.029175
	Iteration 0F: 2 clusters Score -160257.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -157552.390625 Penalty: 2592.058350
	Iteration 0F: 3 clusters Score -157552.4 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -158198.031250 Penalty: 2592.058350
	Iteration 1F: 3 clusters Score -158198 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -158341.140625 Penalty: 2592.058350
	Iteration 2F: 3 clusters Score -158341.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -158416.687500 Penalty: 2592.058350
	Iteration 3Q: 3 clusters Score -158416.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -158457.046875 Penalty: 2592.058350
	Iteration 4Q: 3 clusters Score -158457 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -158483.078125 Penalty: 2592.058350
	Iteration 5Q: 3 clusters Score -158483.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -158498.453125 Penalty: 2592.058350
	Iteration 6Q: 3 clusters Score -158498.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -158511.609375 Penalty: 2592.058350
	Iteration 7Q: 3 clusters Score -158511.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -158523.156250 Penalty: 2592.058350
	Iteration 8Q: 3 clusters Score -158523.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -158537.671875 Penalty: 2592.058350
	Iteration 9Q: 3 clusters Score -158537.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -158557.625000 Penalty: 2592.058350
	Iteration 10Q: 3 clusters Score -158557.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -158572.515625 Penalty: 2592.058350
	Iteration 11Q: 3 clusters Score -158572.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -158583.062500 Penalty: 2592.058350
	Iteration 12Q: 3 clusters Score -158583.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -158593.062500 Penalty: 2592.058350
	Iteration 13Q: 3 clusters Score -158593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -158600.765625 Penalty: 2592.058350
	Iteration 14Q: 3 clusters Score -158600.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -158610.515625 Penalty: 2592.058350
	Iteration 15Q: 3 clusters Score -158610.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -158618.812500 Penalty: 2592.058350
	Iteration 16Q: 3 clusters Score -158618.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -158623.734375 Penalty: 2592.058350
	Iteration 17Q: 3 clusters Score -158623.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -158629.031250 Penalty: 2592.058350
	Iteration 18Q: 3 clusters Score -158629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -158631.828125 Penalty: 2592.058350
	Iteration 19Q: 3 clusters Score -158631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -158634.703125 Penalty: 2592.058350
	Iteration 20F: 3 clusters Score -158634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -158635.906250 Penalty: 2592.058350
	Iteration 21Q: 3 clusters Score -158635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -158636.875000 Penalty: 2592.058350
	Iteration 22Q: 3 clusters Score -158636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -158637.937500 Penalty: 2592.058350
	Iteration 23Q: 3 clusters Score -158637.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -158638.765625 Penalty: 2592.058350
	Iteration 24Q: 3 clusters Score -158638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -158640.015625 Penalty: 2592.058350
	Iteration 25Q: 3 clusters Score -158640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -158641.140625 Penalty: 2592.058350
	Iteration 26Q: 3 clusters Score -158641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -158642.296875 Penalty: 2592.058350
	Iteration 27Q: 3 clusters Score -158642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -158642.656250 Penalty: 2592.058350
	Iteration 28Q: 3 clusters Score -158642.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -158643.187500 Penalty: 2592.058350
	Iteration 29Q: 3 clusters Score -158643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -158643.546875 Penalty: 2592.058350
	Iteration 30Q: 3 clusters Score -158643.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -158644.406250 Penalty: 2592.058350
	Iteration 31Q: 3 clusters Score -158644.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -158644.578125 Penalty: 2592.058350
	Iteration 32Q: 3 clusters Score -158644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -158645.421875 Penalty: 2592.058350
	Iteration 33Q: 3 clusters Score -158645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -158645.937500 Penalty: 2592.058350
	Iteration 34Q: 3 clusters Score -158645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -158647.203125 Penalty: 2592.058350
	Iteration 35Q: 3 clusters Score -158647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -158648.578125 Penalty: 2592.058350
	Iteration 36Q: 3 clusters Score -158648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -158649.171875 Penalty: 2592.058350
	Iteration 37Q: 3 clusters Score -158649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -158651.937500 Penalty: 2592.058350
	Iteration 38Q: 3 clusters Score -158651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -158654.890625 Penalty: 2592.058350
	Iteration 39Q: 3 clusters Score -158654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -158656.187500 Penalty: 2592.058350
	Iteration 40F: 3 clusters Score -158656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -158656.937500 Penalty: 2592.058350
	Iteration 41Q: 3 clusters Score -158656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -158657.375000 Penalty: 2592.058350
	Iteration 42Q: 3 clusters Score -158657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -158659.093750 Penalty: 2592.058350
	Iteration 43Q: 3 clusters Score -158659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -158661.828125 Penalty: 2592.058350
	Iteration 44Q: 3 clusters Score -158661.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -158664.828125 Penalty: 2592.058350
	Iteration 45Q: 3 clusters Score -158664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -158667.656250 Penalty: 2592.058350
	Iteration 46Q: 3 clusters Score -158667.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -158671.250000 Penalty: 2592.058350
	Iteration 47Q: 3 clusters Score -158671.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -158674.468750 Penalty: 2592.058350
	Iteration 48Q: 3 clusters Score -158674.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -158678.031250 Penalty: 2592.058350
	Iteration 49Q: 3 clusters Score -158678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -158682.812500 Penalty: 2592.058350
	Iteration 50Q: 3 clusters Score -158682.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -158684.859375 Penalty: 2592.058350
	Iteration 51Q: 3 clusters Score -158684.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -158688.937500 Penalty: 2592.058350
	Iteration 52Q: 3 clusters Score -158688.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -158693.062500 Penalty: 2592.058350
	Iteration 53Q: 3 clusters Score -158693.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -158697.046875 Penalty: 2592.058350
	Iteration 54Q: 3 clusters Score -158697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -158700.781250 Penalty: 2592.058350
	Iteration 55Q: 3 clusters Score -158700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -158705.812500 Penalty: 2592.058350
	Iteration 56Q: 3 clusters Score -158705.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -158714.890625 Penalty: 2592.058350
	Iteration 57Q: 3 clusters Score -158714.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -158724.531250 Penalty: 2592.058350
	Iteration 58Q: 3 clusters Score -158724.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -158734.234375 Penalty: 2592.058350
	Iteration 59Q: 3 clusters Score -158734.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -158741.484375 Penalty: 2592.058350
	Iteration 60F: 3 clusters Score -158741.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -158751.218750 Penalty: 2592.058350
	Iteration 61Q: 3 clusters Score -158751.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -158762.515625 Penalty: 2592.058350
	Iteration 62Q: 3 clusters Score -158762.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158777.359375 Penalty: 2592.058350
	Iteration 63Q: 3 clusters Score -158777.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158797.906250 Penalty: 2592.058350
	Iteration 64Q: 3 clusters Score -158797.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -158821.921875 Penalty: 2592.058350
	Iteration 65Q: 3 clusters Score -158821.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -158838.171875 Penalty: 2592.058350
	Iteration 66Q: 3 clusters Score -158838.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -158853.468750 Penalty: 2592.058350
	Iteration 67Q: 3 clusters Score -158853.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158866.734375 Penalty: 2592.058350
	Iteration 68Q: 3 clusters Score -158866.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -158879.703125 Penalty: 2592.058350
	Iteration 69Q: 3 clusters Score -158879.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -158884.953125 Penalty: 2592.058350
	Iteration 70Q: 3 clusters Score -158885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -158891.234375 Penalty: 2592.058350
	Iteration 71Q: 3 clusters Score -158891.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -158896.531250 Penalty: 2592.058350
	Iteration 72Q: 3 clusters Score -158896.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158902.703125 Penalty: 2592.058350
	Iteration 73Q: 3 clusters Score -158902.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158910.109375 Penalty: 2592.058350
	Iteration 74Q: 3 clusters Score -158910.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -158917.812500 Penalty: 2592.058350
	Iteration 75Q: 3 clusters Score -158917.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -158925.843750 Penalty: 2592.058350
	Iteration 76Q: 3 clusters Score -158925.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -158931.562500 Penalty: 2592.058350
	Iteration 77Q: 3 clusters Score -158931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -158937.968750 Penalty: 2592.058350
	Iteration 78Q: 3 clusters Score -158938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -158949.468750 Penalty: 2592.058350
	Iteration 79Q: 3 clusters Score -158949.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -158964.359375 Penalty: 2592.058350
	Iteration 80F: 3 clusters Score -158964.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -158977.265625 Penalty: 2592.058350
	Iteration 81Q: 3 clusters Score -158977.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -158983.781250 Penalty: 2592.058350
	Iteration 82Q: 3 clusters Score -158983.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -158987.953125 Penalty: 2592.058350
	Iteration 83Q: 3 clusters Score -158988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -158992.093750 Penalty: 2592.058350
	Iteration 84Q: 3 clusters Score -158992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -158994.296875 Penalty: 2592.058350
	Iteration 85Q: 3 clusters Score -158994.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -158995.593750 Penalty: 2592.058350
	Iteration 86Q: 3 clusters Score -158995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -158997.687500 Penalty: 2592.058350
	Iteration 87Q: 3 clusters Score -158997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -158998.890625 Penalty: 2592.058350
	Iteration 88Q: 3 clusters Score -158998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -159000.468750 Penalty: 2592.058350
	Iteration 89Q: 3 clusters Score -159000.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -159001.562500 Penalty: 2592.058350
	Iteration 90Q: 3 clusters Score -159001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -159003.093750 Penalty: 2592.058350
	Iteration 91Q: 3 clusters Score -159003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -159005.578125 Penalty: 2592.058350
	Iteration 92Q: 3 clusters Score -159005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -159008.468750 Penalty: 2592.058350
	Iteration 93Q: 3 clusters Score -159008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -159011.640625 Penalty: 2592.058350
	Iteration 94Q: 3 clusters Score -159011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -159013.062500 Penalty: 2592.058350
	Iteration 95Q: 3 clusters Score -159013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -159014.484375 Penalty: 2592.058350
	Iteration 96Q: 3 clusters Score -159014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -159018.703125 Penalty: 2592.058350
	Iteration 97Q: 3 clusters Score -159018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -159021.609375 Penalty: 2592.058350
	Iteration 98Q: 3 clusters Score -159021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -159027.234375 Penalty: 2592.058350
	Iteration 99Q: 3 clusters Score -159027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -159033.625000 Penalty: 2592.058350
	Iteration 100F: 3 clusters Score -159033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -159037.296875 Penalty: 2592.058350
	Iteration 101Q: 3 clusters Score -159037.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -159037.296875 Penalty: 2592.058350
	Iteration 102F: 3 clusters Score -159037.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Entering Unmasked Estep 
Score: -1544413.000000 Penalty: 1671.567749
	Iteration 0F: 2 clusters Score -1544413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1524645.750000 Penalty: 3343.135498
	Iteration 0F: 3 clusters Score -1524646 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1532195.750000 Penalty: 3343.135498
	Iteration 1F: 3 clusters Score -1532196 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1532568.625000 Penalty: 3343.135498
	Iteration 2Q: 3 clusters Score -1532569 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1533011.875000 Penalty: 3343.135498
	Iteration 3Q: 3 clusters Score -1533012 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1533595.375000 Penalty: 3343.135498
	Iteration 4Q: 3 clusters Score -1533595 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1534498.875000 Penalty: 3343.135498
	Iteration 5F: 3 clusters Score -1534499 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1535765.625000 Penalty: 3343.135498
	Iteration 6F: 3 clusters Score -1535766 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1537457.125000 Penalty: 3343.135498
	Iteration 7F: 3 clusters Score -1537457 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1539359.750000 Penalty: 3343.135498
	Iteration 8F: 3 clusters Score -1539360 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1540947.750000 Penalty: 3343.135498
	Iteration 9F: 3 clusters Score -1540948 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1541927.000000 Penalty: 3343.135498
	Iteration 10Q: 3 clusters Score -1541927 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1542421.750000 Penalty: 3343.135498
	Iteration 11Q: 3 clusters Score -1542422 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1542657.750000 Penalty: 3343.135498
	Iteration 12Q: 3 clusters Score -1542658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1542768.750000 Penalty: 3343.135498
	Iteration 13Q: 3 clusters Score -1542769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1542837.750000 Penalty: 3343.135498
	Iteration 14Q: 3 clusters Score -1542838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1542868.625000 Penalty: 3343.135498
	Iteration 15Q: 3 clusters Score -1542869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1542888.625000 Penalty: 3343.135498
	Iteration 16Q: 3 clusters Score -1542889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1542903.875000 Penalty: 3343.135498
	Iteration 17Q: 3 clusters Score -1542904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1542920.625000 Penalty: 3343.135498
	Iteration 18Q: 3 clusters Score -1542921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1542932.125000 Penalty: 3343.135498
	Iteration 19Q: 3 clusters Score -1542932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1542943.250000 Penalty: 3343.135498
	Iteration 20F: 3 clusters Score -1542943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1542949.125000 Penalty: 3343.135498
	Iteration 21Q: 3 clusters Score -1542949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1542958.375000 Penalty: 3343.135498
	Iteration 22Q: 3 clusters Score -1542958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1542957.750000 Penalty: 3343.135498
	Iteration 23Q: 3 clusters Score -1542958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1542960.250000 Penalty: 3343.135498
	Iteration 24Q: 3 clusters Score -1542960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1542960.250000 Penalty: 3343.135498
	Iteration 25F: 3 clusters Score -1542960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (55891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Entering Unmasked Estep 
Score: -2895771.250000 Penalty: 1776.313354
	Iteration 0F: 2 clusters Score -2895771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -2858402.750000 Penalty: 3552.626709
	Iteration 0F: 3 clusters Score -2858403 nChanged 26281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -2873068.750000 Penalty: 3552.626709
	Iteration 1F: 3 clusters Score -2873069 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -2873717.000000 Penalty: 3552.626709
	Iteration 2Q: 3 clusters Score -2873717 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -2874507.500000 Penalty: 3552.626709
	Iteration 3Q: 3 clusters Score -2874508 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -2875635.750000 Penalty: 3552.626709
	Iteration 4Q: 3 clusters Score -2875636 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -2877370.000000 Penalty: 3552.626709
	Iteration 5F: 3 clusters Score -2877370 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -2880042.750000 Penalty: 3552.626709
	Iteration 6F: 3 clusters Score -2880043 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -2883658.000000 Penalty: 3552.626709
	Iteration 7F: 3 clusters Score -2883658 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -2887667.750000 Penalty: 3552.626709
	Iteration 8F: 3 clusters Score -2887668 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -2890824.250000 Penalty: 3552.626709
	Iteration 9F: 3 clusters Score -2890824 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -2892605.750000 Penalty: 3552.626709
	Iteration 10Q: 3 clusters Score -2892606 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -2893515.000000 Penalty: 3552.626709
	Iteration 11Q: 3 clusters Score -2893515 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -2893893.500000 Penalty: 3552.626709
	Iteration 12Q: 3 clusters Score -2893894 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -2894063.250000 Penalty: 3552.626709
	Iteration 13Q: 3 clusters Score -2894063 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -2894144.000000 Penalty: 3552.626709
	Iteration 14Q: 3 clusters Score -2894144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -2894179.000000 Penalty: 3552.626709
	Iteration 15Q: 3 clusters Score -2894179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -2894202.750000 Penalty: 3552.626709
	Iteration 16Q: 3 clusters Score -2894203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -2894217.500000 Penalty: 3552.626709
	Iteration 17Q: 3 clusters Score -2894218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -2894225.250000 Penalty: 3552.626709
	Iteration 18Q: 3 clusters Score -2894225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -2894228.000000 Penalty: 3552.626709
	Iteration 19Q: 3 clusters Score -2894228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -2894232.750000 Penalty: 3552.626709
	Iteration 20F: 3 clusters Score -2894233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -2894236.750000 Penalty: 3552.626709
	Iteration 21Q: 3 clusters Score -2894237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -2894241.000000 Penalty: 3552.626709
	Iteration 22Q: 3 clusters Score -2894241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -2894242.000000 Penalty: 3552.626709
	Iteration 23Q: 3 clusters Score -2894242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -2894246.250000 Penalty: 3552.626709
	Iteration 24Q: 3 clusters Score -2894246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -2894246.000000 Penalty: 3552.626709
	Iteration 25Q: 3 clusters Score -2894246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -2894246.000000 Penalty: 3552.626709
	Iteration 26F: 3 clusters Score -2894246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Entering Unmasked Estep 
Score: -545541.125000 Penalty: 1515.226807
	Iteration 0F: 2 clusters Score -545541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -537636.500000 Penalty: 3030.453613
	Iteration 0F: 3 clusters Score -537636.5 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -541460.937500 Penalty: 3030.453613
	Iteration 1F: 3 clusters Score -541460.9 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -542942.812500 Penalty: 3030.453613
	Iteration 2F: 3 clusters Score -542942.8 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -544358.125000 Penalty: 3030.453613
	Iteration 3F: 3 clusters Score -544358.1 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -545232.000000 Penalty: 3030.453613
	Iteration 4F: 3 clusters Score -545232 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -545586.375000 Penalty: 3030.453613
	Iteration 5F: 3 clusters Score -545586.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -545686.250000 Penalty: 3030.453613
	Iteration 6Q: 3 clusters Score -545686.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -545714.062500 Penalty: 3030.453613
	Iteration 7Q: 3 clusters Score -545714.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -545724.000000 Penalty: 3030.453613
	Iteration 8Q: 3 clusters Score -545724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -545726.687500 Penalty: 3030.453613
	Iteration 9Q: 3 clusters Score -545726.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -545729.312500 Penalty: 3030.453613
	Iteration 10Q: 3 clusters Score -545729.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -545731.875000 Penalty: 3030.453613
	Iteration 11Q: 3 clusters Score -545731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -545731.437500 Penalty: 3030.453613
	Iteration 12Q: 3 clusters Score -545731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -545733.312500 Penalty: 3030.453613
	Iteration 13Q: 3 clusters Score -545733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -545731.812500 Penalty: 3030.453613
	Iteration 14Q: 3 clusters Score -545731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -545731.812500 Penalty: 3030.453613
	Iteration 15F: 3 clusters Score -545731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 8 contains 21589 members 
Mstep: Class 9 contains 50682 members 
Mstep: Class 10 contains 80577 members 
Mstep: Class 12 contains 64247 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 16 contains 29336 members 
Mstep: Class 17 contains 55891 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 22 contains 58675 members 
Entering Unmasked Estep 
Score: -20839068.000000 Penalty: 27336.611328
Splitting cluster 18 changes total score from -20839574.000000 to -20839068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (58675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Entering Unmasked Estep 
Score: -3086593.500000 Penalty: 1784.212402
	Iteration 0F: 2 clusters Score -3086594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3047377.250000 Penalty: 3568.424805
	Iteration 0F: 3 clusters Score -3047377 nChanged 27645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3063150.500000 Penalty: 3568.424805
	Iteration 1F: 3 clusters Score -3063150 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3063731.500000 Penalty: 3568.424805
	Iteration 2Q: 3 clusters Score -3063732 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3064417.000000 Penalty: 3568.424805
	Iteration 3Q: 3 clusters Score -3064417 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3065454.750000 Penalty: 3568.424805
	Iteration 4Q: 3 clusters Score -3065455 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3067181.250000 Penalty: 3568.424805
	Iteration 5F: 3 clusters Score -3067181 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3069801.250000 Penalty: 3568.424805
	Iteration 6F: 3 clusters Score -3069801 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3073426.250000 Penalty: 3568.424805
	Iteration 7F: 3 clusters Score -3073426 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3077436.000000 Penalty: 3568.424805
	Iteration 8F: 3 clusters Score -3077436 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3080901.750000 Penalty: 3568.424805
	Iteration 9F: 3 clusters Score -3080902 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3083126.500000 Penalty: 3568.424805
	Iteration 10Q: 3 clusters Score -3083126 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3084201.500000 Penalty: 3568.424805
	Iteration 11Q: 3 clusters Score -3084202 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3084645.750000 Penalty: 3568.424805
	Iteration 12Q: 3 clusters Score -3084646 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3084821.000000 Penalty: 3568.424805
	Iteration 13Q: 3 clusters Score -3084821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3084911.000000 Penalty: 3568.424805
	Iteration 14Q: 3 clusters Score -3084911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3084959.250000 Penalty: 3568.424805
	Iteration 15Q: 3 clusters Score -3084959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3084992.500000 Penalty: 3568.424805
	Iteration 16Q: 3 clusters Score -3084992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3085008.000000 Penalty: 3568.424805
	Iteration 17Q: 3 clusters Score -3085008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3085027.500000 Penalty: 3568.424805
	Iteration 18Q: 3 clusters Score -3085028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3085038.500000 Penalty: 3568.424805
	Iteration 19Q: 3 clusters Score -3085038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3085054.500000 Penalty: 3568.424805
	Iteration 20F: 3 clusters Score -3085054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3085071.750000 Penalty: 3568.424805
	Iteration 21Q: 3 clusters Score -3085072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3085075.000000 Penalty: 3568.424805
	Iteration 22Q: 3 clusters Score -3085075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3085080.750000 Penalty: 3568.424805
	Iteration 23Q: 3 clusters Score -3085081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3085080.750000 Penalty: 3568.424805
	Iteration 24F: 3 clusters Score -3085081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 8 contains 21589 members 
Mstep: Class 9 contains 50682 members 
Mstep: Class 10 contains 80577 members 
Mstep: Class 12 contains 64247 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 16 contains 29336 members 
Mstep: Class 17 contains 55891 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 22 contains 58675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839552.000000 Penalty: 25233.794922
Iteration 279Q: 13 clusters Score -2.083955e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 6 contains 4344 members 
Mstep: Class 8 contains 21595 members 
Mstep: Class 9 contains 50676 members 
Mstep: Class 10 contains 80628 members 
Mstep: Class 12 contains 64244 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 16 contains 29334 members 
Mstep: Class 17 contains 55856 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 22 contains 58662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839550.000000 Penalty: 25233.794922
Iteration 280F: 13 clusters Score -2.083955e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 3 contains 31081 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 8 contains 21604 members 
Mstep: Class 9 contains 50671 members 
Mstep: Class 10 contains 80681 members 
Mstep: Class 12 contains 64240 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 16 contains 29327 members 
Mstep: Class 17 contains 55824 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 22 contains 58655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839586.000000 Penalty: 25233.794922
Iteration 281Q: 13 clusters Score -2.083959e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21606 members 
Mstep: Class 9 contains 50665 members 
Mstep: Class 10 contains 80733 members 
Mstep: Class 12 contains 64234 members 
Mstep: Class 13 contains 2902 members 
Mstep: Class 16 contains 29322 members 
Mstep: Class 17 contains 55796 members 
Mstep: Class 18 contains 11213 members 
Mstep: Class 22 contains 58649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839558.000000 Penalty: 25233.794922
Iteration 282Q: 13 clusters Score -2.083956e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 50659 members 
Mstep: Class 10 contains 80792 members 
Mstep: Class 12 contains 64231 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 16 contains 29316 members 
Mstep: Class 17 contains 55770 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 22 contains 58639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839530.000000 Penalty: 25233.794922
Iteration 283Q: 13 clusters Score -2.083953e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21614 members 
Mstep: Class 9 contains 50654 members 
Mstep: Class 10 contains 80843 members 
Mstep: Class 12 contains 64230 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 16 contains 29308 members 
Mstep: Class 17 contains 55745 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 22 contains 58634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839544.000000 Penalty: 25233.794922
Iteration 284Q: 13 clusters Score -2.083954e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21619 members 
Mstep: Class 9 contains 50647 members 
Mstep: Class 10 contains 80882 members 
Mstep: Class 12 contains 64233 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 16 contains 29303 members 
Mstep: Class 17 contains 55718 members 
Mstep: Class 18 contains 11215 members 
Mstep: Class 22 contains 58626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839544.000000 Penalty: 25233.794922
Iteration 285Q: 13 clusters Score -2.083954e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21622 members 
Mstep: Class 9 contains 50646 members 
Mstep: Class 10 contains 80922 members 
Mstep: Class 12 contains 64235 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 16 contains 29298 members 
Mstep: Class 17 contains 55688 members 
Mstep: Class 18 contains 11212 members 
Mstep: Class 22 contains 58624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839564.000000 Penalty: 25233.794922
Iteration 286Q: 13 clusters Score -2.083956e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 3 contains 31081 members 
Mstep: Class 6 contains 4341 members 
Mstep: Class 8 contains 21631 members 
Mstep: Class 9 contains 50644 members 
Mstep: Class 10 contains 80959 members 
Mstep: Class 12 contains 64237 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 16 contains 29295 members 
Mstep: Class 17 contains 55663 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 22 contains 58619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839562.000000 Penalty: 25233.794922
Iteration 287Q: 13 clusters Score -2.083956e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21632 members 
Mstep: Class 9 contains 50641 members 
Mstep: Class 10 contains 81004 members 
Mstep: Class 12 contains 64234 members 
Mstep: Class 13 contains 2862 members 
Mstep: Class 16 contains 29293 members 
Mstep: Class 17 contains 55640 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 22 contains 58617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839584.000000 Penalty: 25233.794922
Iteration 288Q: 13 clusters Score -2.083958e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21637 members 
Mstep: Class 9 contains 50641 members 
Mstep: Class 10 contains 81032 members 
Mstep: Class 12 contains 64232 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 16 contains 29293 members 
Mstep: Class 17 contains 55612 members 
Mstep: Class 18 contains 11212 members 
Mstep: Class 22 contains 58615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839574.000000 Penalty: 25233.794922
Iteration 289Q: 13 clusters Score -2.083957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 3 contains 31090 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21642 members 
Mstep: Class 9 contains 50639 members 
Mstep: Class 10 contains 81063 members 
Mstep: Class 12 contains 64234 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 16 contains 29286 members 
Mstep: Class 17 contains 55589 members 
Mstep: Class 18 contains 11213 members 
Mstep: Class 22 contains 58618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839562.000000 Penalty: 25233.794922
Iteration 290Q: 13 clusters Score -2.083956e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21644 members 
Mstep: Class 9 contains 50644 members 
Mstep: Class 10 contains 81101 members 
Mstep: Class 12 contains 64233 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 16 contains 29282 members 
Mstep: Class 17 contains 55564 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 22 contains 58614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839580.000000 Penalty: 25233.794922
Iteration 291Q: 13 clusters Score -2.083958e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 3 contains 31081 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21648 members 
Mstep: Class 9 contains 50646 members 
Mstep: Class 10 contains 81140 members 
Mstep: Class 12 contains 64229 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 16 contains 29279 members 
Mstep: Class 17 contains 55546 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 22 contains 58610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839606.000000 Penalty: 25233.794922
Iteration 292Q: 13 clusters Score -2.083961e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21654 members 
Mstep: Class 9 contains 50649 members 
Mstep: Class 10 contains 81165 members 
Mstep: Class 12 contains 64228 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 16 contains 29277 members 
Mstep: Class 17 contains 55528 members 
Mstep: Class 18 contains 11213 members 
Mstep: Class 22 contains 58607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839658.000000 Penalty: 25233.794922
Iteration 293Q: 13 clusters Score -2.083966e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21656 members 
Mstep: Class 9 contains 50651 members 
Mstep: Class 10 contains 81192 members 
Mstep: Class 12 contains 64226 members 
Mstep: Class 13 contains 2830 members 
Mstep: Class 16 contains 29275 members 
Mstep: Class 17 contains 55512 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 22 contains 58606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839590.000000 Penalty: 25233.794922
Iteration 294Q: 13 clusters Score -2.083959e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21659 members 
Mstep: Class 9 contains 50651 members 
Mstep: Class 10 contains 81237 members 
Mstep: Class 12 contains 64220 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 16 contains 29270 members 
Mstep: Class 17 contains 55492 members 
Mstep: Class 18 contains 11212 members 
Mstep: Class 22 contains 58607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839616.000000 Penalty: 25233.794922
Iteration 295Q: 13 clusters Score -2.083962e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 8 contains 21659 members 
Mstep: Class 9 contains 50647 members 
Mstep: Class 10 contains 81292 members 
Mstep: Class 12 contains 64217 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 16 contains 29260 members 
Mstep: Class 17 contains 55460 members 
Mstep: Class 18 contains 11215 members 
Mstep: Class 22 contains 58611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839616.000000 Penalty: 25233.794922
Iteration 296Q: 13 clusters Score -2.083962e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 3 contains 31074 members 
Mstep: Class 6 contains 4344 members 
Mstep: Class 8 contains 21664 members 
Mstep: Class 9 contains 50647 members 
Mstep: Class 10 contains 81338 members 
Mstep: Class 12 contains 64216 members 
Mstep: Class 13 contains 2806 members 
Mstep: Class 16 contains 29255 members 
Mstep: Class 17 contains 55424 members 
Mstep: Class 18 contains 11217 members 
Mstep: Class 22 contains 58612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839666.000000 Penalty: 25233.794922
Iteration 297Q: 13 clusters Score -2.083967e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 3 contains 31072 members 
Mstep: Class 6 contains 4344 members 
Mstep: Class 8 contains 21673 members 
Mstep: Class 9 contains 50643 members 
Mstep: Class 10 contains 81394 members 
Mstep: Class 12 contains 64217 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 16 contains 29241 members 
Mstep: Class 17 contains 55389 members 
Mstep: Class 18 contains 11219 members 
Mstep: Class 22 contains 58608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839674.000000 Penalty: 25233.794922
Iteration 298Q: 13 clusters Score -2.083967e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 3 contains 31073 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 8 contains 21671 members 
Mstep: Class 9 contains 50640 members 
Mstep: Class 10 contains 81436 members 
Mstep: Class 12 contains 64222 members 
Mstep: Class 13 contains 2801 members 
Mstep: Class 16 contains 29237 members 
Mstep: Class 17 contains 55357 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 22 contains 58604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839666.000000 Penalty: 25233.794922
Iteration 299Q: 13 clusters Score -2.083967e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 3 contains 31072 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 8 contains 21674 members 
Mstep: Class 9 contains 50637 members 
Mstep: Class 10 contains 81490 members 
Mstep: Class 12 contains 64222 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 16 contains 29230 members 
Mstep: Class 17 contains 55324 members 
Mstep: Class 18 contains 11217 members 
Mstep: Class 22 contains 58599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839692.000000 Penalty: 25233.794922
Iteration 300F: 13 clusters Score -2.083969e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 3 contains 31072 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 8 contains 21674 members 
Mstep: Class 9 contains 50634 members 
Mstep: Class 10 contains 81558 members 
Mstep: Class 12 contains 64225 members 
Mstep: Class 13 contains 2789 members 
Mstep: Class 16 contains 29224 members 
Mstep: Class 17 contains 55285 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 22 contains 58592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839700.000000 Penalty: 25233.794922
Iteration 301Q: 13 clusters Score -2.08397e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 3 contains 31074 members 
Mstep: Class 6 contains 4344 members 
Mstep: Class 8 contains 21675 members 
Mstep: Class 9 contains 50635 members 
Mstep: Class 10 contains 81615 members 
Mstep: Class 12 contains 64226 members 
Mstep: Class 13 contains 2784 members 
Mstep: Class 16 contains 29220 members 
Mstep: Class 17 contains 55252 members 
Mstep: Class 18 contains 11215 members 
Mstep: Class 22 contains 58585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839746.000000 Penalty: 25233.794922
Iteration 302Q: 13 clusters Score -2.083975e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 6 contains 4344 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 50635 members 
Mstep: Class 10 contains 81674 members 
Mstep: Class 12 contains 64225 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 16 contains 29223 members 
Mstep: Class 17 contains 55216 members 
Mstep: Class 18 contains 11215 members 
Mstep: Class 22 contains 58575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839738.000000 Penalty: 25233.794922
Iteration 303Q: 13 clusters Score -2.083974e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 3 contains 31081 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 50634 members 
Mstep: Class 10 contains 81726 members 
Mstep: Class 12 contains 64228 members 
Mstep: Class 13 contains 2772 members 
Mstep: Class 16 contains 29222 members 
Mstep: Class 17 contains 55179 members 
Mstep: Class 18 contains 11217 members 
Mstep: Class 22 contains 58567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839728.000000 Penalty: 25233.794922
Iteration 304Q: 13 clusters Score -2.083973e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 3 contains 31080 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21676 members 
Mstep: Class 9 contains 50627 members 
Mstep: Class 10 contains 81769 members 
Mstep: Class 12 contains 64232 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 16 contains 29225 members 
Mstep: Class 17 contains 55145 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 22 contains 58566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839740.000000 Penalty: 25233.794922
Iteration 305Q: 13 clusters Score -2.083974e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 3 contains 31081 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 50626 members 
Mstep: Class 10 contains 81803 members 
Mstep: Class 12 contains 64235 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 16 contains 29226 members 
Mstep: Class 17 contains 55111 members 
Mstep: Class 18 contains 11222 members 
Mstep: Class 22 contains 58559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839758.000000 Penalty: 25233.794922
Iteration 306Q: 13 clusters Score -2.083976e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 3 contains 31085 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21674 members 
Mstep: Class 9 contains 50625 members 
Mstep: Class 10 contains 81835 members 
Mstep: Class 12 contains 64239 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 16 contains 29224 members 
Mstep: Class 17 contains 55081 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 22 contains 58559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839714.000000 Penalty: 25233.794922
Iteration 307Q: 13 clusters Score -2.083971e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 3 contains 31085 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21672 members 
Mstep: Class 9 contains 50623 members 
Mstep: Class 10 contains 81875 members 
Mstep: Class 12 contains 64245 members 
Mstep: Class 13 contains 2758 members 
Mstep: Class 16 contains 29224 members 
Mstep: Class 17 contains 55049 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 22 contains 58561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839724.000000 Penalty: 25233.794922
Iteration 308Q: 13 clusters Score -2.083972e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 3 contains 31083 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21675 members 
Mstep: Class 9 contains 50619 members 
Mstep: Class 10 contains 81914 members 
Mstep: Class 12 contains 64250 members 
Mstep: Class 13 contains 2756 members 
Mstep: Class 16 contains 29225 members 
Mstep: Class 17 contains 55020 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 22 contains 58558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839728.000000 Penalty: 25233.794922
Iteration 309Q: 13 clusters Score -2.083973e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21679 members 
Mstep: Class 9 contains 50619 members 
Mstep: Class 10 contains 81943 members 
Mstep: Class 12 contains 64253 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 16 contains 29224 members 
Mstep: Class 17 contains 54996 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 22 contains 58558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839712.000000 Penalty: 25233.794922
Iteration 310Q: 13 clusters Score -2.083971e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21680 members 
Mstep: Class 9 contains 50619 members 
Mstep: Class 10 contains 81973 members 
Mstep: Class 12 contains 64258 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 16 contains 29227 members 
Mstep: Class 17 contains 54966 members 
Mstep: Class 18 contains 11228 members 
Mstep: Class 22 contains 58556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839700.000000 Penalty: 25233.794922
Iteration 311Q: 13 clusters Score -2.08397e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 3 contains 31091 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21680 members 
Mstep: Class 9 contains 50618 members 
Mstep: Class 10 contains 82002 members 
Mstep: Class 12 contains 64264 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 16 contains 29226 members 
Mstep: Class 17 contains 54936 members 
Mstep: Class 18 contains 11228 members 
Mstep: Class 22 contains 58554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839700.000000 Penalty: 25233.794922
Iteration 312Q: 13 clusters Score -2.08397e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 3 contains 31091 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 8 contains 21680 members 
Mstep: Class 9 contains 50617 members 
Mstep: Class 10 contains 82040 members 
Mstep: Class 12 contains 64268 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 16 contains 29223 members 
Mstep: Class 17 contains 54905 members 
Mstep: Class 18 contains 11230 members 
Mstep: Class 22 contains 58557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839718.000000 Penalty: 25233.794922
Iteration 313Q: 13 clusters Score -2.083972e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 3 contains 31093 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21679 members 
Mstep: Class 9 contains 50616 members 
Mstep: Class 10 contains 82064 members 
Mstep: Class 12 contains 64275 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 16 contains 29223 members 
Mstep: Class 17 contains 54877 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 22 contains 58557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839750.000000 Penalty: 25233.794922
Iteration 314Q: 13 clusters Score -2.083975e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 3 contains 31093 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 8 contains 21683 members 
Mstep: Class 9 contains 50611 members 
Mstep: Class 10 contains 82097 members 
Mstep: Class 12 contains 64278 members 
Mstep: Class 13 contains 2743 members 
Mstep: Class 16 contains 29219 members 
Mstep: Class 17 contains 54856 members 
Mstep: Class 18 contains 11231 members 
Mstep: Class 22 contains 58555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839746.000000 Penalty: 25233.794922
Iteration 315Q: 13 clusters Score -2.083975e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 3 contains 31096 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21686 members 
Mstep: Class 9 contains 50608 members 
Mstep: Class 10 contains 82125 members 
Mstep: Class 12 contains 64280 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 16 contains 29219 members 
Mstep: Class 17 contains 54831 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 22 contains 58553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839748.000000 Penalty: 25233.794922
Iteration 316Q: 13 clusters Score -2.083975e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 3 contains 31096 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21688 members 
Mstep: Class 9 contains 50603 members 
Mstep: Class 10 contains 82161 members 
Mstep: Class 12 contains 64285 members 
Mstep: Class 13 contains 2732 members 
Mstep: Class 16 contains 29221 members 
Mstep: Class 17 contains 54804 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 22 contains 58547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839754.000000 Penalty: 25233.794922
Iteration 317Q: 13 clusters Score -2.083975e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 3 contains 31093 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21687 members 
Mstep: Class 9 contains 50602 members 
Mstep: Class 10 contains 82202 members 
Mstep: Class 12 contains 64284 members 
Mstep: Class 13 contains 2728 members 
Mstep: Class 16 contains 29222 members 
Mstep: Class 17 contains 54779 members 
Mstep: Class 18 contains 11231 members 
Mstep: Class 22 contains 58540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839748.000000 Penalty: 25233.794922
Iteration 318Q: 13 clusters Score -2.083975e+07 nChanged 61
Entering ConstructFrom: 
Score: -20839748.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (6099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Entering Unmasked Estep 
Score: -317954.093750 Penalty: 1416.330566
	Iteration 0F: 2 clusters Score -317954.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -313237.375000 Penalty: 2832.661133
	Iteration 0F: 3 clusters Score -313237.4 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -314553.906250 Penalty: 2832.661133
	Iteration 1F: 3 clusters Score -314553.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -314740.875000 Penalty: 2832.661133
	Iteration 2F: 3 clusters Score -314740.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -314878.781250 Penalty: 2832.661133
	Iteration 3Q: 3 clusters Score -314878.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -314991.343750 Penalty: 2832.661133
	Iteration 4Q: 3 clusters Score -314991.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -315088.250000 Penalty: 2832.661133
	Iteration 5Q: 3 clusters Score -315088.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -315176.375000 Penalty: 2832.661133
	Iteration 6Q: 3 clusters Score -315176.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -315255.250000 Penalty: 2832.661133
	Iteration 7Q: 3 clusters Score -315255.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -315331.343750 Penalty: 2832.661133
	Iteration 8Q: 3 clusters Score -315331.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -315418.937500 Penalty: 2832.661133
	Iteration 9Q: 3 clusters Score -315418.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -315541.093750 Penalty: 2832.661133
	Iteration 10Q: 3 clusters Score -315541.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -315672.781250 Penalty: 2832.661133
	Iteration 11Q: 3 clusters Score -315672.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -315817.031250 Penalty: 2832.661133
	Iteration 12Q: 3 clusters Score -315817 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -315951.906250 Penalty: 2832.661133
	Iteration 13Q: 3 clusters Score -315951.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -316071.250000 Penalty: 2832.661133
	Iteration 14Q: 3 clusters Score -316071.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -316180.906250 Penalty: 2832.661133
	Iteration 15Q: 3 clusters Score -316180.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -316265.625000 Penalty: 2832.661133
	Iteration 16Q: 3 clusters Score -316265.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -316335.437500 Penalty: 2832.661133
	Iteration 17Q: 3 clusters Score -316335.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -316390.000000 Penalty: 2832.661133
	Iteration 18Q: 3 clusters Score -316390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -316431.218750 Penalty: 2832.661133
	Iteration 19Q: 3 clusters Score -316431.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -316467.468750 Penalty: 2832.661133
	Iteration 20F: 3 clusters Score -316467.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -316503.531250 Penalty: 2832.661133
	Iteration 21Q: 3 clusters Score -316503.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -316534.281250 Penalty: 2832.661133
	Iteration 22Q: 3 clusters Score -316534.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -316559.656250 Penalty: 2832.661133
	Iteration 23Q: 3 clusters Score -316559.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -316585.000000 Penalty: 2832.661133
	Iteration 24Q: 3 clusters Score -316585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -316613.562500 Penalty: 2832.661133
	Iteration 25Q: 3 clusters Score -316613.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -316633.968750 Penalty: 2832.661133
	Iteration 26Q: 3 clusters Score -316634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -316654.000000 Penalty: 2832.661133
	Iteration 27Q: 3 clusters Score -316654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -316673.375000 Penalty: 2832.661133
	Iteration 28Q: 3 clusters Score -316673.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -316693.500000 Penalty: 2832.661133
	Iteration 29Q: 3 clusters Score -316693.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -316705.656250 Penalty: 2832.661133
	Iteration 30Q: 3 clusters Score -316705.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -316715.156250 Penalty: 2832.661133
	Iteration 31Q: 3 clusters Score -316715.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -316721.218750 Penalty: 2832.661133
	Iteration 32Q: 3 clusters Score -316721.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -316726.375000 Penalty: 2832.661133
	Iteration 33Q: 3 clusters Score -316726.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -316733.312500 Penalty: 2832.661133
	Iteration 34Q: 3 clusters Score -316733.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -316743.625000 Penalty: 2832.661133
	Iteration 35Q: 3 clusters Score -316743.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -316751.750000 Penalty: 2832.661133
	Iteration 36Q: 3 clusters Score -316751.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -316758.875000 Penalty: 2832.661133
	Iteration 37Q: 3 clusters Score -316758.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -316768.187500 Penalty: 2832.661133
	Iteration 38Q: 3 clusters Score -316768.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -316776.093750 Penalty: 2832.661133
	Iteration 39Q: 3 clusters Score -316776.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -316782.468750 Penalty: 2832.661133
	Iteration 40F: 3 clusters Score -316782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -316785.093750 Penalty: 2832.661133
	Iteration 41Q: 3 clusters Score -316785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -316788.937500 Penalty: 2832.661133
	Iteration 42Q: 3 clusters Score -316788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -316789.531250 Penalty: 2832.661133
	Iteration 43Q: 3 clusters Score -316789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -316791.187500 Penalty: 2832.661133
	Iteration 44Q: 3 clusters Score -316791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -316792.125000 Penalty: 2832.661133
	Iteration 45Q: 3 clusters Score -316792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -316792.500000 Penalty: 2832.661133
	Iteration 46Q: 3 clusters Score -316792.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -316792.500000 Penalty: 2832.661133
	Iteration 47F: 3 clusters Score -316792.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Entering Unmasked Estep 
Score: -1628337.125000 Penalty: 1681.019897
	Iteration 0F: 2 clusters Score -1628337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1607333.875000 Penalty: 3362.039795
	Iteration 0F: 3 clusters Score -1607334 nChanged 14398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1615263.875000 Penalty: 3362.039795
	Iteration 1F: 3 clusters Score -1615264 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1615648.250000 Penalty: 3362.039795
	Iteration 2Q: 3 clusters Score -1615648 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1616046.625000 Penalty: 3362.039795
	Iteration 3Q: 3 clusters Score -1616047 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1616461.125000 Penalty: 3362.039795
	Iteration 4Q: 3 clusters Score -1616461 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1616959.500000 Penalty: 3362.039795
	Iteration 5Q: 3 clusters Score -1616960 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1617586.000000 Penalty: 3362.039795
	Iteration 6Q: 3 clusters Score -1617586 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1618320.500000 Penalty: 3362.039795
	Iteration 7Q: 3 clusters Score -1618320 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1619180.125000 Penalty: 3362.039795
	Iteration 8F: 3 clusters Score -1619180 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1620254.750000 Penalty: 3362.039795
	Iteration 9F: 3 clusters Score -1620255 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1621506.375000 Penalty: 3362.039795
	Iteration 10F: 3 clusters Score -1621506 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1622747.125000 Penalty: 3362.039795
	Iteration 11F: 3 clusters Score -1622747 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1623867.500000 Penalty: 3362.039795
	Iteration 12Q: 3 clusters Score -1623868 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1624676.250000 Penalty: 3362.039795
	Iteration 13Q: 3 clusters Score -1624676 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1625198.750000 Penalty: 3362.039795
	Iteration 14Q: 3 clusters Score -1625199 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1625541.000000 Penalty: 3362.039795
	Iteration 15Q: 3 clusters Score -1625541 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1625837.750000 Penalty: 3362.039795
	Iteration 16Q: 3 clusters Score -1625838 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1626131.000000 Penalty: 3362.039795
	Iteration 17Q: 3 clusters Score -1626131 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1626398.250000 Penalty: 3362.039795
	Iteration 18Q: 3 clusters Score -1626398 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1626630.875000 Penalty: 3362.039795
	Iteration 19Q: 3 clusters Score -1626631 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1626875.750000 Penalty: 3362.039795
	Iteration 20F: 3 clusters Score -1626876 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1627090.750000 Penalty: 3362.039795
	Iteration 21Q: 3 clusters Score -1627091 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1627291.375000 Penalty: 3362.039795
	Iteration 22Q: 3 clusters Score -1627291 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1627457.375000 Penalty: 3362.039795
	Iteration 23Q: 3 clusters Score -1627457 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1627618.875000 Penalty: 3362.039795
	Iteration 24Q: 3 clusters Score -1627619 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1627796.250000 Penalty: 3362.039795
	Iteration 25Q: 3 clusters Score -1627796 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1627955.750000 Penalty: 3362.039795
	Iteration 26Q: 3 clusters Score -1627956 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1628042.000000 Penalty: 3362.039795
	Iteration 27Q: 3 clusters Score -1628042 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1628097.750000 Penalty: 3362.039795
	Iteration 28Q: 3 clusters Score -1628098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1628135.250000 Penalty: 3362.039795
	Iteration 29Q: 3 clusters Score -1628135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1628158.500000 Penalty: 3362.039795
	Iteration 30Q: 3 clusters Score -1628158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1628165.500000 Penalty: 3362.039795
	Iteration 31Q: 3 clusters Score -1628166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1628170.000000 Penalty: 3362.039795
	Iteration 32Q: 3 clusters Score -1628170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1628173.625000 Penalty: 3362.039795
	Iteration 33Q: 3 clusters Score -1628174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1628177.125000 Penalty: 3362.039795
	Iteration 34Q: 3 clusters Score -1628177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1628180.375000 Penalty: 3362.039795
	Iteration 35Q: 3 clusters Score -1628180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1628186.250000 Penalty: 3362.039795
	Iteration 36Q: 3 clusters Score -1628186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1628185.500000 Penalty: 3362.039795
	Iteration 37Q: 3 clusters Score -1628186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1628189.250000 Penalty: 3362.039795
	Iteration 38Q: 3 clusters Score -1628189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1628189.875000 Penalty: 3362.039795
	Iteration 39Q: 3 clusters Score -1628190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1628188.375000 Penalty: 3362.039795
	Iteration 40F: 3 clusters Score -1628188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Entering Unmasked Estep 
Score: -225738.453125 Penalty: 1361.301636
	Iteration 0F: 2 clusters Score -225738.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -222205.359375 Penalty: 2722.603271
	Iteration 0F: 3 clusters Score -222205.4 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -223075.093750 Penalty: 2722.603271
	Iteration 1F: 3 clusters Score -223075.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -223223.546875 Penalty: 2722.603271
	Iteration 2F: 3 clusters Score -223223.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -223326.234375 Penalty: 2722.603271
	Iteration 3Q: 3 clusters Score -223326.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -223397.843750 Penalty: 2722.603271
	Iteration 4Q: 3 clusters Score -223397.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -223451.500000 Penalty: 2722.603271
	Iteration 5Q: 3 clusters Score -223451.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -223504.171875 Penalty: 2722.603271
	Iteration 6Q: 3 clusters Score -223504.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -223553.265625 Penalty: 2722.603271
	Iteration 7Q: 3 clusters Score -223553.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -223593.500000 Penalty: 2722.603271
	Iteration 8Q: 3 clusters Score -223593.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -223636.718750 Penalty: 2722.603271
	Iteration 9Q: 3 clusters Score -223636.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -223677.781250 Penalty: 2722.603271
	Iteration 10Q: 3 clusters Score -223677.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -223709.062500 Penalty: 2722.603271
	Iteration 11Q: 3 clusters Score -223709.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -223730.906250 Penalty: 2722.603271
	Iteration 12Q: 3 clusters Score -223730.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -223755.390625 Penalty: 2722.603271
	Iteration 13Q: 3 clusters Score -223755.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -223781.703125 Penalty: 2722.603271
	Iteration 14Q: 3 clusters Score -223781.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -223818.234375 Penalty: 2722.603271
	Iteration 15Q: 3 clusters Score -223818.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -223859.890625 Penalty: 2722.603271
	Iteration 16Q: 3 clusters Score -223859.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -223912.125000 Penalty: 2722.603271
	Iteration 17Q: 3 clusters Score -223912.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -223960.640625 Penalty: 2722.603271
	Iteration 18Q: 3 clusters Score -223960.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -224004.390625 Penalty: 2722.603271
	Iteration 19Q: 3 clusters Score -224004.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -224059.296875 Penalty: 2722.603271
	Iteration 20F: 3 clusters Score -224059.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -224110.671875 Penalty: 2722.603271
	Iteration 21Q: 3 clusters Score -224110.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -224160.718750 Penalty: 2722.603271
	Iteration 22Q: 3 clusters Score -224160.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -224192.781250 Penalty: 2722.603271
	Iteration 23Q: 3 clusters Score -224192.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -224218.234375 Penalty: 2722.603271
	Iteration 24Q: 3 clusters Score -224218.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -224246.296875 Penalty: 2722.603271
	Iteration 25Q: 3 clusters Score -224246.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -224277.546875 Penalty: 2722.603271
	Iteration 26Q: 3 clusters Score -224277.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -224318.343750 Penalty: 2722.603271
	Iteration 27Q: 3 clusters Score -224318.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -224348.796875 Penalty: 2722.603271
	Iteration 28Q: 3 clusters Score -224348.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -224372.328125 Penalty: 2722.603271
	Iteration 29Q: 3 clusters Score -224372.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -224395.078125 Penalty: 2722.603271
	Iteration 30Q: 3 clusters Score -224395.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -224440.046875 Penalty: 2722.603271
	Iteration 31Q: 3 clusters Score -224440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -224480.234375 Penalty: 2722.603271
	Iteration 32Q: 3 clusters Score -224480.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -224500.015625 Penalty: 2722.603271
	Iteration 33Q: 3 clusters Score -224500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -224517.046875 Penalty: 2722.603271
	Iteration 34Q: 3 clusters Score -224517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -224524.156250 Penalty: 2722.603271
	Iteration 35Q: 3 clusters Score -224524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -224530.609375 Penalty: 2722.603271
	Iteration 36Q: 3 clusters Score -224530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -224531.765625 Penalty: 2722.603271
	Iteration 37Q: 3 clusters Score -224531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -224535.531250 Penalty: 2722.603271
	Iteration 38Q: 3 clusters Score -224535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -224537.203125 Penalty: 2722.603271
	Iteration 39Q: 3 clusters Score -224537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -224539.015625 Penalty: 2722.603271
	Iteration 40F: 3 clusters Score -224539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -224539.625000 Penalty: 2722.603271
	Iteration 41Q: 3 clusters Score -224539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -224543.078125 Penalty: 2722.603271
	Iteration 42Q: 3 clusters Score -224543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -224544.796875 Penalty: 2722.603271
	Iteration 43Q: 3 clusters Score -224544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -224547.296875 Penalty: 2722.603271
	Iteration 44Q: 3 clusters Score -224547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -224547.906250 Penalty: 2722.603271
	Iteration 45Q: 3 clusters Score -224547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -224552.968750 Penalty: 2722.603271
	Iteration 46Q: 3 clusters Score -224553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -224554.718750 Penalty: 2722.603271
	Iteration 47Q: 3 clusters Score -224554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -224557.015625 Penalty: 2722.603271
	Iteration 48Q: 3 clusters Score -224557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -224561.093750 Penalty: 2722.603271
	Iteration 49Q: 3 clusters Score -224561.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -224561.093750 Penalty: 2722.603271
	Iteration 50F: 3 clusters Score -224561.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Entering Unmasked Estep 
Score: -1152697.125000 Penalty: 1622.490967
	Iteration 0F: 2 clusters Score -1152697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1137898.000000 Penalty: 3244.981934
	Iteration 0F: 3 clusters Score -1137898 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1143374.875000 Penalty: 3244.981934
	Iteration 1F: 3 clusters Score -1143375 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1143805.875000 Penalty: 3244.981934
	Iteration 2F: 3 clusters Score -1143806 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1144288.625000 Penalty: 3244.981934
	Iteration 3Q: 3 clusters Score -1144289 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1144927.125000 Penalty: 3244.981934
	Iteration 4F: 3 clusters Score -1144927 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1145864.625000 Penalty: 3244.981934
	Iteration 5F: 3 clusters Score -1145865 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1147153.250000 Penalty: 3244.981934
	Iteration 6F: 3 clusters Score -1147153 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1148577.375000 Penalty: 3244.981934
	Iteration 7F: 3 clusters Score -1148577 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1149859.000000 Penalty: 3244.981934
	Iteration 8F: 3 clusters Score -1149859 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1150614.625000 Penalty: 3244.981934
	Iteration 9Q: 3 clusters Score -1150615 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1150976.250000 Penalty: 3244.981934
	Iteration 10Q: 3 clusters Score -1150976 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1151137.000000 Penalty: 3244.981934
	Iteration 11Q: 3 clusters Score -1151137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1151201.500000 Penalty: 3244.981934
	Iteration 12Q: 3 clusters Score -1151202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1151236.500000 Penalty: 3244.981934
	Iteration 13Q: 3 clusters Score -1151236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1151258.750000 Penalty: 3244.981934
	Iteration 14Q: 3 clusters Score -1151259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1151273.125000 Penalty: 3244.981934
	Iteration 15Q: 3 clusters Score -1151273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1151286.000000 Penalty: 3244.981934
	Iteration 16Q: 3 clusters Score -1151286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1151291.750000 Penalty: 3244.981934
	Iteration 17Q: 3 clusters Score -1151292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1151301.125000 Penalty: 3244.981934
	Iteration 18Q: 3 clusters Score -1151301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1151301.250000 Penalty: 3244.981934
	Iteration 19Q: 3 clusters Score -1151301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1151301.250000 Penalty: 3244.981934
	Iteration 20F: 3 clusters Score -1151301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Entering Unmasked Estep 
Score: -2672697.250000 Penalty: 1760.139526
	Iteration 0F: 2 clusters Score -2672697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -2638770.500000 Penalty: 3520.279053
	Iteration 0F: 3 clusters Score -2638770 nChanged 23778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2652189.000000 Penalty: 3520.279053
	Iteration 1F: 3 clusters Score -2652189 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -2652735.500000 Penalty: 3520.279053
	Iteration 2Q: 3 clusters Score -2652736 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2653295.000000 Penalty: 3520.279053
	Iteration 3Q: 3 clusters Score -2653295 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2653941.750000 Penalty: 3520.279053
	Iteration 4Q: 3 clusters Score -2653942 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2654841.500000 Penalty: 3520.279053
	Iteration 5Q: 3 clusters Score -2654842 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2656290.000000 Penalty: 3520.279053
	Iteration 6F: 3 clusters Score -2656290 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2658386.250000 Penalty: 3520.279053
	Iteration 7F: 3 clusters Score -2658386 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2661313.250000 Penalty: 3520.279053
	Iteration 8F: 3 clusters Score -2661313 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2664621.250000 Penalty: 3520.279053
	Iteration 9F: 3 clusters Score -2664621 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2667526.500000 Penalty: 3520.279053
	Iteration 10F: 3 clusters Score -2667526 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2669281.000000 Penalty: 3520.279053
	Iteration 11Q: 3 clusters Score -2669281 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2670183.750000 Penalty: 3520.279053
	Iteration 12Q: 3 clusters Score -2670184 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2670599.000000 Penalty: 3520.279053
	Iteration 13Q: 3 clusters Score -2670599 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2670828.250000 Penalty: 3520.279053
	Iteration 14Q: 3 clusters Score -2670828 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2670967.000000 Penalty: 3520.279053
	Iteration 15Q: 3 clusters Score -2670967 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2671052.750000 Penalty: 3520.279053
	Iteration 16Q: 3 clusters Score -2671053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2671107.250000 Penalty: 3520.279053
	Iteration 17Q: 3 clusters Score -2671107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2671144.000000 Penalty: 3520.279053
	Iteration 18Q: 3 clusters Score -2671144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2671170.750000 Penalty: 3520.279053
	Iteration 19Q: 3 clusters Score -2671171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2671202.250000 Penalty: 3520.279053
	Iteration 20F: 3 clusters Score -2671202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2671226.250000 Penalty: 3520.279053
	Iteration 21Q: 3 clusters Score -2671226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2671242.500000 Penalty: 3520.279053
	Iteration 22Q: 3 clusters Score -2671242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2671254.500000 Penalty: 3520.279053
	Iteration 23Q: 3 clusters Score -2671254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2671264.500000 Penalty: 3520.279053
	Iteration 24Q: 3 clusters Score -2671264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2671275.000000 Penalty: 3520.279053
	Iteration 25Q: 3 clusters Score -2671275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2671279.750000 Penalty: 3520.279053
	Iteration 26Q: 3 clusters Score -2671280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2671282.500000 Penalty: 3520.279053
	Iteration 27Q: 3 clusters Score -2671282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2671285.500000 Penalty: 3520.279053
	Iteration 28Q: 3 clusters Score -2671286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2671290.000000 Penalty: 3520.279053
	Iteration 29Q: 3 clusters Score -2671290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2671290.500000 Penalty: 3520.279053
	Iteration 30Q: 3 clusters Score -2671290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2671290.500000 Penalty: 3520.279053
	Iteration 31F: 3 clusters Score -2671290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Entering Unmasked Estep 
Score: -4240104.000000 Penalty: 1839.075073
	Iteration 0F: 2 clusters Score -4240104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -4185146.000000 Penalty: 3678.150146
	Iteration 0F: 3 clusters Score -4185146 nChanged 39146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -4207619.500000 Penalty: 3678.150146
	Iteration 1F: 3 clusters Score -4207620 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -4208295.500000 Penalty: 3678.150146
	Iteration 2Q: 3 clusters Score -4208296 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -4209213.000000 Penalty: 3678.150146
	Iteration 3Q: 3 clusters Score -4209213 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -4210774.500000 Penalty: 3678.150146
	Iteration 4Q: 3 clusters Score -4210774 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -4213518.000000 Penalty: 3678.150146
	Iteration 5F: 3 clusters Score -4213518 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 58431 members 
Entering Unmasked Estep 
Score: -4218050.000000 Penalty: 3678.150146
	Iteration 6F: 3 clusters Score -4218050 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -4223716.500000 Penalty: 3678.150146
	Iteration 7F: 3 clusters Score -4223716 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -4229029.500000 Penalty: 3678.150146
	Iteration 8F: 3 clusters Score -4229030 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -4232955.000000 Penalty: 3678.150146
	Iteration 9Q: 3 clusters Score -4232955 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -4235581.500000 Penalty: 3678.150146
	Iteration 10Q: 3 clusters Score -4235582 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -4237114.500000 Penalty: 3678.150146
	Iteration 11Q: 3 clusters Score -4237114 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -4237832.000000 Penalty: 3678.150146
	Iteration 12Q: 3 clusters Score -4237832 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -4238237.500000 Penalty: 3678.150146
	Iteration 13Q: 3 clusters Score -4238238 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 76108 members 
Entering Unmasked Estep 
Score: -4238470.500000 Penalty: 3678.150146
	Iteration 14Q: 3 clusters Score -4238470 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -4238600.000000 Penalty: 3678.150146
	Iteration 15Q: 3 clusters Score -4238600 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -4238716.500000 Penalty: 3678.150146
	Iteration 16Q: 3 clusters Score -4238716 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -4238769.000000 Penalty: 3678.150146
	Iteration 17Q: 3 clusters Score -4238769 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -4238815.500000 Penalty: 3678.150146
	Iteration 18Q: 3 clusters Score -4238816 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -4238831.500000 Penalty: 3678.150146
	Iteration 19Q: 3 clusters Score -4238832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -4238842.000000 Penalty: 3678.150146
	Iteration 20F: 3 clusters Score -4238842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -4238859.000000 Penalty: 3678.150146
	Iteration 21Q: 3 clusters Score -4238859 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -4238854.500000 Penalty: 3678.150146
	Iteration 22Q: 3 clusters Score -4238854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -4238858.000000 Penalty: 3678.150146
	Iteration 23Q: 3 clusters Score -4238858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -4238869.000000 Penalty: 3678.150146
	Iteration 24Q: 3 clusters Score -4238869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -4238874.000000 Penalty: 3678.150146
	Iteration 25Q: 3 clusters Score -4238874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -4238884.500000 Penalty: 3678.150146
	Iteration 26Q: 3 clusters Score -4238884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -4238884.000000 Penalty: 3678.150146
	Iteration 27Q: 3 clusters Score -4238884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -4238887.000000 Penalty: 3678.150146
	Iteration 28Q: 3 clusters Score -4238887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -4238891.500000 Penalty: 3678.150146
	Iteration 29Q: 3 clusters Score -4238892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -4238892.500000 Penalty: 3678.150146
	Iteration 30Q: 3 clusters Score -4238892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -4238900.000000 Penalty: 3678.150146
	Iteration 31Q: 3 clusters Score -4238900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -4238908.500000 Penalty: 3678.150146
	Iteration 32Q: 3 clusters Score -4238908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -4238911.000000 Penalty: 3678.150146
	Iteration 33Q: 3 clusters Score -4238911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -4238915.000000 Penalty: 3678.150146
	Iteration 34Q: 3 clusters Score -4238915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -4238915.500000 Penalty: 3678.150146
	Iteration 35Q: 3 clusters Score -4238916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -4238917.500000 Penalty: 3678.150146
	Iteration 36Q: 3 clusters Score -4238918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -4238911.000000 Penalty: 3678.150146
	Iteration 37Q: 3 clusters Score -4238911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -4238909.000000 Penalty: 3678.150146
	Iteration 38Q: 3 clusters Score -4238909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -4238913.500000 Penalty: 3678.150146
	Iteration 39Q: 3 clusters Score -4238914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
Score: -4238921.500000 Penalty: 3678.150146
	Iteration 40F: 3 clusters Score -4238922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -4238925.500000 Penalty: 3678.150146
	Iteration 41Q: 3 clusters Score -4238926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -4238925.000000 Penalty: 3678.150146
	Iteration 42Q: 3 clusters Score -4238925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -4238922.500000 Penalty: 3678.150146
	Iteration 43Q: 3 clusters Score -4238922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -4238923.500000 Penalty: 3678.150146
	Iteration 44Q: 3 clusters Score -4238924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -4238935.000000 Penalty: 3678.150146
	Iteration 45Q: 3 clusters Score -4238935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 77622 members 
Entering Unmasked Estep 
Score: -4238936.000000 Penalty: 3678.150146
	Iteration 46Q: 3 clusters Score -4238936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
Score: -4238938.000000 Penalty: 3678.150146
	Iteration 47Q: 3 clusters Score -4238938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -4238938.000000 Penalty: 3678.150146
	Iteration 48Q: 3 clusters Score -4238938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 77662 members 
Entering Unmasked Estep 
Score: -4238939.500000 Penalty: 3678.150146
	Iteration 49Q: 3 clusters Score -4238940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -4238934.000000 Penalty: 3678.150146
	Iteration 50Q: 3 clusters Score -4238934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -4238931.500000 Penalty: 3678.150146
	Iteration 51Q: 3 clusters Score -4238932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -4238936.500000 Penalty: 3678.150146
	Iteration 52Q: 3 clusters Score -4238936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -4238940.000000 Penalty: 3678.150146
	Iteration 53Q: 3 clusters Score -4238940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -4238945.500000 Penalty: 3678.150146
	Iteration 54Q: 3 clusters Score -4238946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -4238951.000000 Penalty: 3678.150146
	Iteration 55Q: 3 clusters Score -4238951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -4238949.500000 Penalty: 3678.150146
	Iteration 56Q: 3 clusters Score -4238950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -4238949.000000 Penalty: 3678.150146
	Iteration 57Q: 3 clusters Score -4238949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -4238958.500000 Penalty: 3678.150146
	Iteration 58Q: 3 clusters Score -4238958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -4238966.500000 Penalty: 3678.150146
	Iteration 59Q: 3 clusters Score -4238966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -4238964.500000 Penalty: 3678.150146
	Iteration 60F: 3 clusters Score -4238964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -4238968.000000 Penalty: 3678.150146
	Iteration 61Q: 3 clusters Score -4238968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 77890 members 
Entering Unmasked Estep 
Score: -4238970.500000 Penalty: 3678.150146
	Iteration 62Q: 3 clusters Score -4238970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 77910 members 
Entering Unmasked Estep 
Score: -4238972.000000 Penalty: 3678.150146
	Iteration 63Q: 3 clusters Score -4238972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -4238974.500000 Penalty: 3678.150146
	Iteration 64Q: 3 clusters Score -4238974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -4238974.000000 Penalty: 3678.150146
	Iteration 65Q: 3 clusters Score -4238974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -4238968.000000 Penalty: 3678.150146
	Iteration 66Q: 3 clusters Score -4238968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -4238965.500000 Penalty: 3678.150146
	Iteration 67Q: 3 clusters Score -4238966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -4238974.000000 Penalty: 3678.150146
	Iteration 68Q: 3 clusters Score -4238974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -4238965.500000 Penalty: 3678.150146
	Iteration 69Q: 3 clusters Score -4238966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -4238972.500000 Penalty: 3678.150146
	Iteration 70Q: 3 clusters Score -4238972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -4238968.500000 Penalty: 3678.150146
	Iteration 71Q: 3 clusters Score -4238968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -4238966.500000 Penalty: 3678.150146
	Iteration 72Q: 3 clusters Score -4238966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -4238966.500000 Penalty: 3678.150146
	Iteration 73Q: 3 clusters Score -4238966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 78027 members 
Entering Unmasked Estep 
Score: -4238970.000000 Penalty: 3678.150146
	Iteration 74Q: 3 clusters Score -4238970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -4238972.500000 Penalty: 3678.150146
	Iteration 75Q: 3 clusters Score -4238972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -4238969.000000 Penalty: 3678.150146
	Iteration 76Q: 3 clusters Score -4238969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -4238970.500000 Penalty: 3678.150146
	Iteration 77Q: 3 clusters Score -4238970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -4238966.500000 Penalty: 3678.150146
	Iteration 78Q: 3 clusters Score -4238966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -4238966.500000 Penalty: 3678.150146
	Iteration 79F: 3 clusters Score -4238966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Entering Unmasked Estep 
Score: -3363825.500000 Penalty: 1799.058228
	Iteration 0F: 2 clusters Score -3363826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3320763.250000 Penalty: 3598.116455
	Iteration 0F: 3 clusters Score -3320763 nChanged 30557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -3338245.750000 Penalty: 3598.116455
	Iteration 1F: 3 clusters Score -3338246 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -3339411.250000 Penalty: 3598.116455
	Iteration 2Q: 3 clusters Score -3339411 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -3341338.500000 Penalty: 3598.116455
	Iteration 3F: 3 clusters Score -3341338 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -3344482.250000 Penalty: 3598.116455
	Iteration 4F: 3 clusters Score -3344482 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -3348952.250000 Penalty: 3598.116455
	Iteration 5F: 3 clusters Score -3348952 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -3354132.500000 Penalty: 3598.116455
	Iteration 6F: 3 clusters Score -3354132 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -3358279.000000 Penalty: 3598.116455
	Iteration 7F: 3 clusters Score -3358279 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -3360530.500000 Penalty: 3598.116455
	Iteration 8Q: 3 clusters Score -3360530 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -3361554.500000 Penalty: 3598.116455
	Iteration 9Q: 3 clusters Score -3361554 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -3361937.000000 Penalty: 3598.116455
	Iteration 10Q: 3 clusters Score -3361937 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -3362077.500000 Penalty: 3598.116455
	Iteration 11Q: 3 clusters Score -3362078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -3362179.750000 Penalty: 3598.116455
	Iteration 12Q: 3 clusters Score -3362180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -3362226.500000 Penalty: 3598.116455
	Iteration 13Q: 3 clusters Score -3362226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -3362250.000000 Penalty: 3598.116455
	Iteration 14Q: 3 clusters Score -3362250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -3362267.250000 Penalty: 3598.116455
	Iteration 15Q: 3 clusters Score -3362267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -3362284.000000 Penalty: 3598.116455
	Iteration 16Q: 3 clusters Score -3362284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -3362294.000000 Penalty: 3598.116455
	Iteration 17Q: 3 clusters Score -3362294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -3362294.250000 Penalty: 3598.116455
	Iteration 18Q: 3 clusters Score -3362294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -3362304.250000 Penalty: 3598.116455
	Iteration 19Q: 3 clusters Score -3362304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -3362312.250000 Penalty: 3598.116455
	Iteration 20F: 3 clusters Score -3362312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -3362326.000000 Penalty: 3598.116455
	Iteration 21Q: 3 clusters Score -3362326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -3362324.750000 Penalty: 3598.116455
	Iteration 22Q: 3 clusters Score -3362325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -3362328.500000 Penalty: 3598.116455
	Iteration 23Q: 3 clusters Score -3362328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -3362331.500000 Penalty: 3598.116455
	Iteration 24Q: 3 clusters Score -3362332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -3362331.500000 Penalty: 3598.116455
	Iteration 25F: 3 clusters Score -3362332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -150254.203125 Penalty: 1285.232300
	Iteration 0F: 2 clusters Score -150254.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -147640.531250 Penalty: 2570.464600
	Iteration 0F: 3 clusters Score -147640.5 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -148243.218750 Penalty: 2570.464600
	Iteration 1F: 3 clusters Score -148243.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -148368.796875 Penalty: 2570.464600
	Iteration 2F: 3 clusters Score -148368.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -148433.843750 Penalty: 2570.464600
	Iteration 3Q: 3 clusters Score -148433.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -148473.953125 Penalty: 2570.464600
	Iteration 4Q: 3 clusters Score -148474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -148503.875000 Penalty: 2570.464600
	Iteration 5Q: 3 clusters Score -148503.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -148526.312500 Penalty: 2570.464600
	Iteration 6Q: 3 clusters Score -148526.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -148543.609375 Penalty: 2570.464600
	Iteration 7Q: 3 clusters Score -148543.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -148554.625000 Penalty: 2570.464600
	Iteration 8Q: 3 clusters Score -148554.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -148562.953125 Penalty: 2570.464600
	Iteration 9Q: 3 clusters Score -148563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -148570.156250 Penalty: 2570.464600
	Iteration 10Q: 3 clusters Score -148570.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -148573.156250 Penalty: 2570.464600
	Iteration 11Q: 3 clusters Score -148573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -148574.625000 Penalty: 2570.464600
	Iteration 12Q: 3 clusters Score -148574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -148576.281250 Penalty: 2570.464600
	Iteration 13Q: 3 clusters Score -148576.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -148578.312500 Penalty: 2570.464600
	Iteration 14Q: 3 clusters Score -148578.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -148580.562500 Penalty: 2570.464600
	Iteration 15Q: 3 clusters Score -148580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -148582.140625 Penalty: 2570.464600
	Iteration 16Q: 3 clusters Score -148582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -148583.656250 Penalty: 2570.464600
	Iteration 17Q: 3 clusters Score -148583.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -148586.984375 Penalty: 2570.464600
	Iteration 18Q: 3 clusters Score -148587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -148588.812500 Penalty: 2570.464600
	Iteration 19Q: 3 clusters Score -148588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -148589.906250 Penalty: 2570.464600
	Iteration 20F: 3 clusters Score -148589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -148589.812500 Penalty: 2570.464600
	Iteration 21Q: 3 clusters Score -148589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -148590.156250 Penalty: 2570.464600
	Iteration 22Q: 3 clusters Score -148590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -148590.546875 Penalty: 2570.464600
	Iteration 23Q: 3 clusters Score -148590.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -148590.546875 Penalty: 2570.464600
	Iteration 24F: 3 clusters Score -148590.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Entering Unmasked Estep 
Score: -1538641.875000 Penalty: 1670.946167
	Iteration 0F: 2 clusters Score -1538642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1519038.625000 Penalty: 3341.892334
	Iteration 0F: 3 clusters Score -1519039 nChanged 13480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1526392.750000 Penalty: 3341.892334
	Iteration 1F: 3 clusters Score -1526393 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1526813.125000 Penalty: 3341.892334
	Iteration 2Q: 3 clusters Score -1526813 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1527287.750000 Penalty: 3341.892334
	Iteration 3Q: 3 clusters Score -1527288 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1527908.375000 Penalty: 3341.892334
	Iteration 4Q: 3 clusters Score -1527908 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1528692.000000 Penalty: 3341.892334
	Iteration 5Q: 3 clusters Score -1528692 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1529701.125000 Penalty: 3341.892334
	Iteration 6F: 3 clusters Score -1529701 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1530994.750000 Penalty: 3341.892334
	Iteration 7F: 3 clusters Score -1530995 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1532330.500000 Penalty: 3341.892334
	Iteration 8F: 3 clusters Score -1532330 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1533094.750000 Penalty: 3341.892334
	Iteration 9F: 3 clusters Score -1533095 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1533421.875000 Penalty: 3341.892334
	Iteration 10Q: 3 clusters Score -1533422 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1533550.000000 Penalty: 3341.892334
	Iteration 11Q: 3 clusters Score -1533550 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1533625.750000 Penalty: 3341.892334
	Iteration 12Q: 3 clusters Score -1533626 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1533685.750000 Penalty: 3341.892334
	Iteration 13Q: 3 clusters Score -1533686 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1533732.875000 Penalty: 3341.892334
	Iteration 14Q: 3 clusters Score -1533733 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1533787.500000 Penalty: 3341.892334
	Iteration 15Q: 3 clusters Score -1533788 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1533824.000000 Penalty: 3341.892334
	Iteration 16Q: 3 clusters Score -1533824 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1533864.375000 Penalty: 3341.892334
	Iteration 17Q: 3 clusters Score -1533864 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1533902.125000 Penalty: 3341.892334
	Iteration 18Q: 3 clusters Score -1533902 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1533936.625000 Penalty: 3341.892334
	Iteration 19Q: 3 clusters Score -1533937 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1533967.750000 Penalty: 3341.892334
	Iteration 20F: 3 clusters Score -1533968 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1533994.625000 Penalty: 3341.892334
	Iteration 21Q: 3 clusters Score -1533995 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1534024.375000 Penalty: 3341.892334
	Iteration 22Q: 3 clusters Score -1534024 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1534048.000000 Penalty: 3341.892334
	Iteration 23Q: 3 clusters Score -1534048 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1534070.375000 Penalty: 3341.892334
	Iteration 24Q: 3 clusters Score -1534070 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1534097.500000 Penalty: 3341.892334
	Iteration 25Q: 3 clusters Score -1534098 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1534109.125000 Penalty: 3341.892334
	Iteration 26Q: 3 clusters Score -1534109 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1534117.125000 Penalty: 3341.892334
	Iteration 27Q: 3 clusters Score -1534117 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1534137.125000 Penalty: 3341.892334
	Iteration 28Q: 3 clusters Score -1534137 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1534148.500000 Penalty: 3341.892334
	Iteration 29Q: 3 clusters Score -1534148 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1534158.375000 Penalty: 3341.892334
	Iteration 30Q: 3 clusters Score -1534158 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1534169.875000 Penalty: 3341.892334
	Iteration 31Q: 3 clusters Score -1534170 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1534180.250000 Penalty: 3341.892334
	Iteration 32Q: 3 clusters Score -1534180 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1534196.000000 Penalty: 3341.892334
	Iteration 33Q: 3 clusters Score -1534196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1534207.750000 Penalty: 3341.892334
	Iteration 34Q: 3 clusters Score -1534208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1534212.625000 Penalty: 3341.892334
	Iteration 35Q: 3 clusters Score -1534213 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1534219.500000 Penalty: 3341.892334
	Iteration 36Q: 3 clusters Score -1534220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1534238.000000 Penalty: 3341.892334
	Iteration 37Q: 3 clusters Score -1534238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1534247.125000 Penalty: 3341.892334
	Iteration 38Q: 3 clusters Score -1534247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1534251.500000 Penalty: 3341.892334
	Iteration 39Q: 3 clusters Score -1534252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1534259.125000 Penalty: 3341.892334
	Iteration 40F: 3 clusters Score -1534259 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1534267.625000 Penalty: 3341.892334
	Iteration 41Q: 3 clusters Score -1534268 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1534275.000000 Penalty: 3341.892334
	Iteration 42Q: 3 clusters Score -1534275 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1534291.125000 Penalty: 3341.892334
	Iteration 43Q: 3 clusters Score -1534291 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1534301.625000 Penalty: 3341.892334
	Iteration 44Q: 3 clusters Score -1534302 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1534313.125000 Penalty: 3341.892334
	Iteration 45Q: 3 clusters Score -1534313 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1534328.375000 Penalty: 3341.892334
	Iteration 46Q: 3 clusters Score -1534328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1534329.875000 Penalty: 3341.892334
	Iteration 47Q: 3 clusters Score -1534330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1534343.625000 Penalty: 3341.892334
	Iteration 48Q: 3 clusters Score -1534344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1534355.250000 Penalty: 3341.892334
	Iteration 49Q: 3 clusters Score -1534355 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1534364.500000 Penalty: 3341.892334
	Iteration 50Q: 3 clusters Score -1534364 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1534379.875000 Penalty: 3341.892334
	Iteration 51Q: 3 clusters Score -1534380 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1534399.875000 Penalty: 3341.892334
	Iteration 52Q: 3 clusters Score -1534400 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1534417.875000 Penalty: 3341.892334
	Iteration 53Q: 3 clusters Score -1534418 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1534434.750000 Penalty: 3341.892334
	Iteration 54Q: 3 clusters Score -1534435 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1534442.250000 Penalty: 3341.892334
	Iteration 55Q: 3 clusters Score -1534442 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1534469.375000 Penalty: 3341.892334
	Iteration 56Q: 3 clusters Score -1534469 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1534475.375000 Penalty: 3341.892334
	Iteration 57Q: 3 clusters Score -1534475 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1534489.750000 Penalty: 3341.892334
	Iteration 58Q: 3 clusters Score -1534490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1534501.500000 Penalty: 3341.892334
	Iteration 59Q: 3 clusters Score -1534502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1534516.875000 Penalty: 3341.892334
	Iteration 60F: 3 clusters Score -1534517 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1534527.250000 Penalty: 3341.892334
	Iteration 61Q: 3 clusters Score -1534527 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1534527.375000 Penalty: 3341.892334
	Iteration 62Q: 3 clusters Score -1534527 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1534537.750000 Penalty: 3341.892334
	Iteration 63Q: 3 clusters Score -1534538 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1534544.875000 Penalty: 3341.892334
	Iteration 64Q: 3 clusters Score -1534545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1534560.000000 Penalty: 3341.892334
	Iteration 65Q: 3 clusters Score -1534560 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1534575.875000 Penalty: 3341.892334
	Iteration 66Q: 3 clusters Score -1534576 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1534596.500000 Penalty: 3341.892334
	Iteration 67Q: 3 clusters Score -1534596 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1534614.625000 Penalty: 3341.892334
	Iteration 68Q: 3 clusters Score -1534615 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1534628.375000 Penalty: 3341.892334
	Iteration 69Q: 3 clusters Score -1534628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1534657.000000 Penalty: 3341.892334
	Iteration 70Q: 3 clusters Score -1534657 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1534685.750000 Penalty: 3341.892334
	Iteration 71Q: 3 clusters Score -1534686 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1534723.875000 Penalty: 3341.892334
	Iteration 72Q: 3 clusters Score -1534724 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1534773.000000 Penalty: 3341.892334
	Iteration 73Q: 3 clusters Score -1534773 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1534811.750000 Penalty: 3341.892334
	Iteration 74Q: 3 clusters Score -1534812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1534848.500000 Penalty: 3341.892334
	Iteration 75Q: 3 clusters Score -1534848 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1534902.375000 Penalty: 3341.892334
	Iteration 76Q: 3 clusters Score -1534902 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1534956.750000 Penalty: 3341.892334
	Iteration 77Q: 3 clusters Score -1534957 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1535020.875000 Penalty: 3341.892334
	Iteration 78Q: 3 clusters Score -1535021 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1535090.750000 Penalty: 3341.892334
	Iteration 79Q: 3 clusters Score -1535091 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1535165.250000 Penalty: 3341.892334
	Iteration 80F: 3 clusters Score -1535165 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1535233.875000 Penalty: 3341.892334
	Iteration 81Q: 3 clusters Score -1535234 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1535308.000000 Penalty: 3341.892334
	Iteration 82Q: 3 clusters Score -1535308 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1535379.000000 Penalty: 3341.892334
	Iteration 83Q: 3 clusters Score -1535379 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1535457.375000 Penalty: 3341.892334
	Iteration 84Q: 3 clusters Score -1535457 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1535546.875000 Penalty: 3341.892334
	Iteration 85Q: 3 clusters Score -1535547 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1535620.250000 Penalty: 3341.892334
	Iteration 86Q: 3 clusters Score -1535620 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1535707.625000 Penalty: 3341.892334
	Iteration 87Q: 3 clusters Score -1535708 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1535801.500000 Penalty: 3341.892334
	Iteration 88Q: 3 clusters Score -1535802 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1535868.375000 Penalty: 3341.892334
	Iteration 89Q: 3 clusters Score -1535868 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1535923.375000 Penalty: 3341.892334
	Iteration 90Q: 3 clusters Score -1535923 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1535989.125000 Penalty: 3341.892334
	Iteration 91Q: 3 clusters Score -1535989 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1536066.750000 Penalty: 3341.892334
	Iteration 92Q: 3 clusters Score -1536067 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1536132.000000 Penalty: 3341.892334
	Iteration 93Q: 3 clusters Score -1536132 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1536191.875000 Penalty: 3341.892334
	Iteration 94Q: 3 clusters Score -1536192 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1536273.125000 Penalty: 3341.892334
	Iteration 95Q: 3 clusters Score -1536273 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1536343.875000 Penalty: 3341.892334
	Iteration 96Q: 3 clusters Score -1536344 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1536409.625000 Penalty: 3341.892334
	Iteration 97Q: 3 clusters Score -1536410 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1536469.125000 Penalty: 3341.892334
	Iteration 98Q: 3 clusters Score -1536469 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1536528.750000 Penalty: 3341.892334
	Iteration 99Q: 3 clusters Score -1536529 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1536595.875000 Penalty: 3341.892334
	Iteration 100F: 3 clusters Score -1536596 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1536662.750000 Penalty: 3341.892334
	Iteration 101Q: 3 clusters Score -1536663 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1536720.375000 Penalty: 3341.892334
	Iteration 102Q: 3 clusters Score -1536720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1536759.875000 Penalty: 3341.892334
	Iteration 103Q: 3 clusters Score -1536760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1536795.250000 Penalty: 3341.892334
	Iteration 104Q: 3 clusters Score -1536795 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1536827.000000 Penalty: 3341.892334
	Iteration 105Q: 3 clusters Score -1536827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1536846.250000 Penalty: 3341.892334
	Iteration 106Q: 3 clusters Score -1536846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1536881.125000 Penalty: 3341.892334
	Iteration 107Q: 3 clusters Score -1536881 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1536918.250000 Penalty: 3341.892334
	Iteration 108Q: 3 clusters Score -1536918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1536958.125000 Penalty: 3341.892334
	Iteration 109Q: 3 clusters Score -1536958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1537000.000000 Penalty: 3341.892334
	Iteration 110Q: 3 clusters Score -1537000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1537030.625000 Penalty: 3341.892334
	Iteration 111Q: 3 clusters Score -1537031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1537061.375000 Penalty: 3341.892334
	Iteration 112Q: 3 clusters Score -1537061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1537085.250000 Penalty: 3341.892334
	Iteration 113Q: 3 clusters Score -1537085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1537110.750000 Penalty: 3341.892334
	Iteration 114Q: 3 clusters Score -1537111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1537131.875000 Penalty: 3341.892334
	Iteration 115Q: 3 clusters Score -1537132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1537150.375000 Penalty: 3341.892334
	Iteration 116Q: 3 clusters Score -1537150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1537159.000000 Penalty: 3341.892334
	Iteration 117Q: 3 clusters Score -1537159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1537168.875000 Penalty: 3341.892334
	Iteration 118Q: 3 clusters Score -1537169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1537176.625000 Penalty: 3341.892334
	Iteration 119Q: 3 clusters Score -1537177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1537185.875000 Penalty: 3341.892334
	Iteration 120F: 3 clusters Score -1537186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1537194.000000 Penalty: 3341.892334
	Iteration 121Q: 3 clusters Score -1537194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1537202.250000 Penalty: 3341.892334
	Iteration 122Q: 3 clusters Score -1537202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1537208.125000 Penalty: 3341.892334
	Iteration 123Q: 3 clusters Score -1537208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1537213.000000 Penalty: 3341.892334
	Iteration 124Q: 3 clusters Score -1537213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1537220.500000 Penalty: 3341.892334
	Iteration 125Q: 3 clusters Score -1537220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1537223.750000 Penalty: 3341.892334
	Iteration 126Q: 3 clusters Score -1537224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1537223.750000 Penalty: 3341.892334
	Iteration 127Q: 3 clusters Score -1537224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1537223.750000 Penalty: 3341.892334
	Iteration 128F: 3 clusters Score -1537224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Entering Unmasked Estep 
Score: -2837878.000000 Penalty: 1772.979370
	Iteration 0F: 2 clusters Score -2837878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -2801236.500000 Penalty: 3545.958740
	Iteration 0F: 3 clusters Score -2801236 nChanged 25748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -2815881.500000 Penalty: 3545.958740
	Iteration 1F: 3 clusters Score -2815882 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -2816360.750000 Penalty: 3545.958740
	Iteration 2Q: 3 clusters Score -2816361 nChanged 1843
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2816804 nChanged 1790
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2817250 nChanged 1748
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2817699 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2818208 nChanged 1887
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2818804 nChanged 1973
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2819506 nChanged 2157
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Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2820469 nChanged 2433
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Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2821779 nChanged 2725
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Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2823562 nChanged 2928
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Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -2825509 nChanged 2672
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Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2826855 nChanged 1885
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Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2827460 nChanged 1080
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Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2827694 nChanged 727
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Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2827891 nChanged 615
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Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2828023 nChanged 594
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Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2828152 nChanged 605
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Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2828323 nChanged 631
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Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2828516 nChanged 686
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2828738 nChanged 721
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2828958 nChanged 803
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Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2829214 nChanged 804
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2829513 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2829858 nChanged 920
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Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2830239 nChanged 938
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Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2830633 nChanged 953
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Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2831052 nChanged 979
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Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2831438 nChanged 939
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Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2831821 nChanged 875
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2832169 nChanged 829
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Mstep: Class 1 contains 22324 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2832486 nChanged 830
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Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2832818 nChanged 778
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Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2833098 nChanged 740
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Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2833364 nChanged 670
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Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2833568 nChanged 565
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Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2833732 nChanged 471
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Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2833846 nChanged 387
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Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 30499 members 
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	Iteration 39Q: 3 clusters Score -2833929 nChanged 368
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Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2834148 nChanged 442
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Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2834262 nChanged 467
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Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2834367 nChanged 386
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Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 29028 members 
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	Iteration 43Q: 3 clusters Score -2834463 nChanged 375
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Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 28679 members 
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	Iteration 44Q: 3 clusters Score -2834547 nChanged 340
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Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2834585 nChanged 336
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Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2834640 nChanged 289
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Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 27762 members 
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	Iteration 47Q: 3 clusters Score -2834677 nChanged 261
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Mstep: Class 1 contains 27249 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2834718 nChanged 241
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Mstep: Class 1 contains 27488 members 
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	Iteration 49Q: 3 clusters Score -2834760 nChanged 226
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Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2834792 nChanged 197
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Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 26851 members 
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	Iteration 51Q: 3 clusters Score -2834800 nChanged 190
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Mstep: Class 1 contains 28095 members 
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	Iteration 52Q: 3 clusters Score -2834823 nChanged 180
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Mstep: Class 1 contains 28275 members 
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	Iteration 53Q: 3 clusters Score -2834838 nChanged 177
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Mstep: Class 1 contains 28452 members 
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	Iteration 54Q: 3 clusters Score -2834860 nChanged 162
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Mstep: Class 1 contains 28614 members 
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	Iteration 55Q: 3 clusters Score -2834873 nChanged 136
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Mstep: Class 1 contains 28748 members 
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	Iteration 56Q: 3 clusters Score -2834879 nChanged 131
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Mstep: Class 1 contains 28879 members 
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	Iteration 57Q: 3 clusters Score -2834892 nChanged 137
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Mstep: Class 1 contains 29016 members 
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	Iteration 58Q: 3 clusters Score -2834895 nChanged 117
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Mstep: Class 1 contains 29131 members 
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	Iteration 59Q: 3 clusters Score -2834899 nChanged 111
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2834904 nChanged 106
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2834914 nChanged 111
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2834926 nChanged 105
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	Iteration 63Q: 3 clusters Score -2834927 nChanged 95
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Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 25097 members 
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	Iteration 64Q: 3 clusters Score -2834918 nChanged 93
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2834925 nChanged 83
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Mstep: Class 1 contains 29835 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2834941 nChanged 83
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Mstep: Class 1 contains 29918 members 
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	Iteration 67Q: 3 clusters Score -2834940 nChanged 60
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Mstep: Class 1 contains 29978 members 
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	Iteration 68Q: 3 clusters Score -2834941 nChanged 61
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Mstep: Class 1 contains 30039 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2834950 nChanged 55
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Mstep: Class 1 contains 30094 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2834950 nChanged 43
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	Iteration 71Q: 3 clusters Score -2834961 nChanged 44
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Mstep: Class 1 contains 30179 members 
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	Iteration 72Q: 3 clusters Score -2834959 nChanged 46
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Mstep: Class 1 contains 30225 members 
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	Iteration 73Q: 3 clusters Score -2834950 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30263 members 
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	Iteration 74Q: 3 clusters Score -2834950 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30286 members 
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	Iteration 75Q: 3 clusters Score -2834949 nChanged 15
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	Iteration 76Q: 3 clusters Score -2834952 nChanged 18
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	Iteration 77Q: 3 clusters Score -2834954 nChanged 17
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Mstep: Class 1 contains 30336 members 
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	Iteration 78Q: 3 clusters Score -2834955 nChanged 18
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	Iteration 79Q: 3 clusters Score -2834958 nChanged 15
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Mstep: Class 1 contains 30369 members 
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	Iteration 80F: 3 clusters Score -2834953 nChanged 14
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	Iteration 81Q: 3 clusters Score -2834945 nChanged 10
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	Iteration 82Q: 3 clusters Score -2834945 nChanged 12
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	Iteration 83Q: 3 clusters Score -2834946 nChanged 10
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2834945 nChanged 9
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Mstep: Class 1 contains 30424 members 
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	Iteration 85Q: 3 clusters Score -2834948 nChanged 5
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	Iteration 86Q: 3 clusters Score -2834949 nChanged 9
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	Iteration 87Q: 3 clusters Score -2834952 nChanged 5
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Mstep: Class 1 contains 30443 members 
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	Iteration 88Q: 3 clusters Score -2834956 nChanged 5
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	Iteration 89Q: 3 clusters Score -2834956 nChanged 5
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	Iteration 90Q: 3 clusters Score -2834955 nChanged 3
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	Iteration 91Q: 3 clusters Score -2834955 nChanged 4
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	Iteration 92Q: 3 clusters Score -2834952 nChanged 2
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	Iteration 93Q: 3 clusters Score -2834953 nChanged 2
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	Iteration 94Q: 3 clusters Score -2834954 nChanged 2
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Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2834952.250000 Penalty: 3545.958740
	Iteration 95Q: 3 clusters Score -2834952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2834952.250000 Penalty: 3545.958740
	Iteration 96F: 3 clusters Score -2834952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Entering Unmasked Estep 
Score: -546618.562500 Penalty: 1515.531006
	Iteration 0F: 2 clusters Score -546618.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -538733.125000 Penalty: 3031.062012
	Iteration 0F: 3 clusters Score -538733.1 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -541706.250000 Penalty: 3031.062012
	Iteration 1F: 3 clusters Score -541706.2 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -542676.312500 Penalty: 3031.062012
	Iteration 2F: 3 clusters Score -542676.3 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -544017.437500 Penalty: 3031.062012
	Iteration 3F: 3 clusters Score -544017.4 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -545311.812500 Penalty: 3031.062012
	Iteration 4F: 3 clusters Score -545311.8 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -546175.187500 Penalty: 3031.062012
	Iteration 5F: 3 clusters Score -546175.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -546612.312500 Penalty: 3031.062012
	Iteration 6F: 3 clusters Score -546612.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -546754.875000 Penalty: 3031.062012
	Iteration 7Q: 3 clusters Score -546754.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -546807.562500 Penalty: 3031.062012
	Iteration 8Q: 3 clusters Score -546807.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -546823.000000 Penalty: 3031.062012
	Iteration 9Q: 3 clusters Score -546823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -546824.250000 Penalty: 3031.062012
	Iteration 10Q: 3 clusters Score -546824.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -546828.687500 Penalty: 3031.062012
	Iteration 11Q: 3 clusters Score -546828.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -546830.125000 Penalty: 3031.062012
	Iteration 12Q: 3 clusters Score -546830.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -546830.687500 Penalty: 3031.062012
	Iteration 13Q: 3 clusters Score -546830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -546830.187500 Penalty: 3031.062012
	Iteration 14Q: 3 clusters Score -546830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -546830.875000 Penalty: 3031.062012
	Iteration 15Q: 3 clusters Score -546830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -546830.875000 Penalty: 3031.062012
	Iteration 16F: 3 clusters Score -546830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8573 members 
Mstep: Class 3 contains 31093 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 50596 members 
Mstep: Class 10 contains 82239 members 
Mstep: Class 12 contains 64288 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 16 contains 29224 members 
Mstep: Class 17 contains 54756 members 
Mstep: Class 18 contains 2657 members 
Mstep: Class 22 contains 58534 members 
Entering Unmasked Estep 
Score: -20839378.000000 Penalty: 27336.611328
Splitting cluster 18 changes total score from -20839748.000000 to -20839378.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (58534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Entering Unmasked Estep 
Score: -3079260.750000 Penalty: 1783.821411
	Iteration 0F: 2 clusters Score -3079261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3040006.750000 Penalty: 3567.642822
	Iteration 0F: 3 clusters Score -3040007 nChanged 27576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3055693.250000 Penalty: 3567.642822
	Iteration 1F: 3 clusters Score -3055693 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3056193.000000 Penalty: 3567.642822
	Iteration 2Q: 3 clusters Score -3056193 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3056809.750000 Penalty: 3567.642822
	Iteration 3Q: 3 clusters Score -3056810 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3057723.250000 Penalty: 3567.642822
	Iteration 4Q: 3 clusters Score -3057723 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -3059263.250000 Penalty: 3567.642822
	Iteration 5F: 3 clusters Score -3059263 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3061598.500000 Penalty: 3567.642822
	Iteration 6F: 3 clusters Score -3061598 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3064858.000000 Penalty: 3567.642822
	Iteration 7F: 3 clusters Score -3064858 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3068709.750000 Penalty: 3567.642822
	Iteration 8F: 3 clusters Score -3068710 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3072192.750000 Penalty: 3567.642822
	Iteration 9F: 3 clusters Score -3072193 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3074470.250000 Penalty: 3567.642822
	Iteration 10Q: 3 clusters Score -3074470 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3075753.500000 Penalty: 3567.642822
	Iteration 11Q: 3 clusters Score -3075754 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3076507.500000 Penalty: 3567.642822
	Iteration 12Q: 3 clusters Score -3076508 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3076984.250000 Penalty: 3567.642822
	Iteration 13Q: 3 clusters Score -3076984 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3077293.000000 Penalty: 3567.642822
	Iteration 14Q: 3 clusters Score -3077293 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3077466.250000 Penalty: 3567.642822
	Iteration 15Q: 3 clusters Score -3077466 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3077586.250000 Penalty: 3567.642822
	Iteration 16Q: 3 clusters Score -3077586 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3077664.500000 Penalty: 3567.642822
	Iteration 17Q: 3 clusters Score -3077664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3077693.500000 Penalty: 3567.642822
	Iteration 18Q: 3 clusters Score -3077694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3077711.000000 Penalty: 3567.642822
	Iteration 19Q: 3 clusters Score -3077711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3077720.000000 Penalty: 3567.642822
	Iteration 20F: 3 clusters Score -3077720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3077727.000000 Penalty: 3567.642822
	Iteration 21Q: 3 clusters Score -3077727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3077739.750000 Penalty: 3567.642822
	Iteration 22Q: 3 clusters Score -3077740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3077746.250000 Penalty: 3567.642822
	Iteration 23Q: 3 clusters Score -3077746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3077753.750000 Penalty: 3567.642822
	Iteration 24Q: 3 clusters Score -3077754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3077757.500000 Penalty: 3567.642822
	Iteration 25Q: 3 clusters Score -3077758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3077767.500000 Penalty: 3567.642822
	Iteration 26Q: 3 clusters Score -3077768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3077770.000000 Penalty: 3567.642822
	Iteration 27Q: 3 clusters Score -3077770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3077775.250000 Penalty: 3567.642822
	Iteration 28Q: 3 clusters Score -3077775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3077778.750000 Penalty: 3567.642822
	Iteration 29Q: 3 clusters Score -3077779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3077779.000000 Penalty: 3567.642822
	Iteration 30Q: 3 clusters Score -3077779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3077783.250000 Penalty: 3567.642822
	Iteration 31Q: 3 clusters Score -3077783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3077785.500000 Penalty: 3567.642822
	Iteration 32Q: 3 clusters Score -3077786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3077788.750000 Penalty: 3567.642822
	Iteration 33Q: 3 clusters Score -3077789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3077794.750000 Penalty: 3567.642822
	Iteration 34Q: 3 clusters Score -3077795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3077793.500000 Penalty: 3567.642822
	Iteration 35Q: 3 clusters Score -3077794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3077798.000000 Penalty: 3567.642822
	Iteration 36Q: 3 clusters Score -3077798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3077800.000000 Penalty: 3567.642822
	Iteration 37Q: 3 clusters Score -3077800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3077797.500000 Penalty: 3567.642822
	Iteration 38Q: 3 clusters Score -3077798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3077798.250000 Penalty: 3567.642822
	Iteration 39Q: 3 clusters Score -3077798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3077802.500000 Penalty: 3567.642822
	Iteration 40F: 3 clusters Score -3077802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3077803.000000 Penalty: 3567.642822
	Iteration 41Q: 3 clusters Score -3077803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3077803.500000 Penalty: 3567.642822
	Iteration 42Q: 3 clusters Score -3077804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3077802.750000 Penalty: 3567.642822
	Iteration 43Q: 3 clusters Score -3077803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3077805.750000 Penalty: 3567.642822
	Iteration 44Q: 3 clusters Score -3077806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3077804.000000 Penalty: 3567.642822
	Iteration 45Q: 3 clusters Score -3077804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3077804.000000 Penalty: 3567.642822
	Iteration 46F: 3 clusters Score -3077804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 3 contains 31093 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 50596 members 
Mstep: Class 10 contains 82239 members 
Mstep: Class 12 contains 64288 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 16 contains 29224 members 
Mstep: Class 17 contains 54756 members 
Mstep: Class 18 contains 11230 members 
Mstep: Class 22 contains 58534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839768.000000 Penalty: 25233.794922
Iteration 319Q: 13 clusters Score -2.083977e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 3 contains 31094 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21692 members 
Mstep: Class 9 contains 50595 members 
Mstep: Class 10 contains 82281 members 
Mstep: Class 12 contains 64290 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 16 contains 29223 members 
Mstep: Class 17 contains 54720 members 
Mstep: Class 18 contains 11231 members 
Mstep: Class 22 contains 58532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839790.000000 Penalty: 25233.794922
Iteration 320F: 13 clusters Score -2.083979e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 3 contains 31097 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 8 contains 21695 members 
Mstep: Class 9 contains 50590 members 
Mstep: Class 10 contains 82316 members 
Mstep: Class 12 contains 64291 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 16 contains 29222 members 
Mstep: Class 17 contains 54694 members 
Mstep: Class 18 contains 11231 members 
Mstep: Class 22 contains 58533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839786.000000 Penalty: 25233.794922
Iteration 321Q: 13 clusters Score -2.083979e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 3 contains 31095 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 8 contains 21696 members 
Mstep: Class 9 contains 50589 members 
Mstep: Class 10 contains 82358 members 
Mstep: Class 12 contains 64285 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 16 contains 29219 members 
Mstep: Class 17 contains 54665 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 22 contains 58535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839800.000000 Penalty: 25233.794922
Iteration 322Q: 13 clusters Score -2.08398e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 3 contains 31095 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21698 members 
Mstep: Class 9 contains 50587 members 
Mstep: Class 10 contains 82405 members 
Mstep: Class 12 contains 64283 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 16 contains 29218 members 
Mstep: Class 17 contains 54637 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 22 contains 58533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839794.000000 Penalty: 25233.794922
Iteration 323Q: 13 clusters Score -2.083979e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 3 contains 31096 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21696 members 
Mstep: Class 9 contains 50587 members 
Mstep: Class 10 contains 82444 members 
Mstep: Class 12 contains 64277 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 16 contains 29220 members 
Mstep: Class 17 contains 54611 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 22 contains 58536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839788.000000 Penalty: 25233.794922
Iteration 324Q: 13 clusters Score -2.083979e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 3 contains 31097 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21699 members 
Mstep: Class 9 contains 50582 members 
Mstep: Class 10 contains 82483 members 
Mstep: Class 12 contains 64272 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 16 contains 29219 members 
Mstep: Class 17 contains 54589 members 
Mstep: Class 18 contains 11236 members 
Mstep: Class 22 contains 58533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839782.000000 Penalty: 25233.794922
Iteration 325Q: 13 clusters Score -2.083978e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 3 contains 31099 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 9 contains 50576 members 
Mstep: Class 10 contains 82519 members 
Mstep: Class 12 contains 64274 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 16 contains 29218 members 
Mstep: Class 17 contains 54566 members 
Mstep: Class 18 contains 11236 members 
Mstep: Class 22 contains 58531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839818.000000 Penalty: 25233.794922
Iteration 326Q: 13 clusters Score -2.083982e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 3 contains 31099 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 9 contains 50573 members 
Mstep: Class 10 contains 82561 members 
Mstep: Class 12 contains 64276 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 16 contains 29217 members 
Mstep: Class 17 contains 54550 members 
Mstep: Class 18 contains 11237 members 
Mstep: Class 22 contains 58523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839818.000000 Penalty: 25233.794922
Iteration 327Q: 13 clusters Score -2.083982e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 3 contains 31099 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 8 contains 21702 members 
Mstep: Class 9 contains 50572 members 
Mstep: Class 10 contains 82610 members 
Mstep: Class 12 contains 64277 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 16 contains 29216 members 
Mstep: Class 17 contains 54526 members 
Mstep: Class 18 contains 11238 members 
Mstep: Class 22 contains 58522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839808.000000 Penalty: 25233.794922
Iteration 328Q: 13 clusters Score -2.083981e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 3 contains 31101 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 8 contains 21706 members 
Mstep: Class 9 contains 50572 members 
Mstep: Class 10 contains 82672 members 
Mstep: Class 12 contains 64277 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 16 contains 29213 members 
Mstep: Class 17 contains 54498 members 
Mstep: Class 18 contains 11236 members 
Mstep: Class 22 contains 58523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839840.000000 Penalty: 25233.794922
Iteration 329Q: 13 clusters Score -2.083984e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 3 contains 31102 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 50566 members 
Mstep: Class 10 contains 82735 members 
Mstep: Class 12 contains 64274 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 16 contains 29210 members 
Mstep: Class 17 contains 54467 members 
Mstep: Class 18 contains 11239 members 
Mstep: Class 22 contains 58522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839882.000000 Penalty: 25233.794922
Iteration 330Q: 13 clusters Score -2.083988e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 3 contains 31100 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 50560 members 
Mstep: Class 10 contains 82811 members 
Mstep: Class 12 contains 64270 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 16 contains 29210 members 
Mstep: Class 17 contains 54429 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 22 contains 58526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839894.000000 Penalty: 25233.794922
Iteration 331Q: 13 clusters Score -2.083989e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 3 contains 31098 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 50554 members 
Mstep: Class 10 contains 82897 members 
Mstep: Class 12 contains 64271 members 
Mstep: Class 13 contains 2584 members 
Mstep: Class 16 contains 29209 members 
Mstep: Class 17 contains 54391 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 22 contains 58525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839918.000000 Penalty: 25233.794922
Iteration 332Q: 13 clusters Score -2.083992e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 3 contains 31099 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 21706 members 
Mstep: Class 9 contains 50543 members 
Mstep: Class 10 contains 83001 members 
Mstep: Class 12 contains 64270 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 16 contains 29202 members 
Mstep: Class 17 contains 54348 members 
Mstep: Class 18 contains 11243 members 
Mstep: Class 22 contains 58519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839922.000000 Penalty: 25233.794922
Iteration 333Q: 13 clusters Score -2.083992e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 3 contains 31093 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 50536 members 
Mstep: Class 10 contains 83089 members 
Mstep: Class 12 contains 64265 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 16 contains 29195 members 
Mstep: Class 17 contains 54303 members 
Mstep: Class 18 contains 11242 members 
Mstep: Class 22 contains 58515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839918.000000 Penalty: 25233.794922
Iteration 334Q: 13 clusters Score -2.083992e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 3 contains 31095 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 50526 members 
Mstep: Class 10 contains 83183 members 
Mstep: Class 12 contains 64265 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 16 contains 29186 members 
Mstep: Class 17 contains 54251 members 
Mstep: Class 18 contains 11239 members 
Mstep: Class 22 contains 58512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839934.000000 Penalty: 25233.794922
Iteration 335Q: 13 clusters Score -2.083993e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 3 contains 31093 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 50518 members 
Mstep: Class 10 contains 83273 members 
Mstep: Class 12 contains 64258 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 16 contains 29181 members 
Mstep: Class 17 contains 54199 members 
Mstep: Class 18 contains 11239 members 
Mstep: Class 22 contains 58505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839938.000000 Penalty: 25233.794922
Iteration 336Q: 13 clusters Score -2.083994e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 3 contains 31092 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 50512 members 
Mstep: Class 10 contains 83354 members 
Mstep: Class 12 contains 64260 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 16 contains 29183 members 
Mstep: Class 17 contains 54141 members 
Mstep: Class 18 contains 11238 members 
Mstep: Class 22 contains 58501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839890.000000 Penalty: 25233.794922
Iteration 337Q: 13 clusters Score -2.083989e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 50502 members 
Mstep: Class 10 contains 83437 members 
Mstep: Class 12 contains 64262 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 16 contains 29184 members 
Mstep: Class 17 contains 54091 members 
Mstep: Class 18 contains 11237 members 
Mstep: Class 22 contains 58494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839918.000000 Penalty: 25233.794922
Iteration 338Q: 13 clusters Score -2.083992e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 50500 members 
Mstep: Class 10 contains 83519 members 
Mstep: Class 12 contains 64255 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 16 contains 29180 members 
Mstep: Class 17 contains 54045 members 
Mstep: Class 18 contains 11236 members 
Mstep: Class 22 contains 58491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839906.000000 Penalty: 25233.794922
Iteration 339Q: 13 clusters Score -2.083991e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 3 contains 31088 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 50500 members 
Mstep: Class 10 contains 83596 members 
Mstep: Class 12 contains 64259 members 
Mstep: Class 13 contains 2506 members 
Mstep: Class 16 contains 29180 members 
Mstep: Class 17 contains 53998 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 22 contains 58490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839898.000000 Penalty: 25233.794922
Iteration 340F: 13 clusters Score -2.08399e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 3 contains 31083 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 8 contains 21712 members 
Mstep: Class 9 contains 50500 members 
Mstep: Class 10 contains 83679 members 
Mstep: Class 12 contains 64261 members 
Mstep: Class 13 contains 2494 members 
Mstep: Class 16 contains 29178 members 
Mstep: Class 17 contains 53945 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 22 contains 58487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839916.000000 Penalty: 25233.794922
Iteration 341Q: 13 clusters Score -2.083992e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 8 contains 21713 members 
Mstep: Class 9 contains 50494 members 
Mstep: Class 10 contains 83740 members 
Mstep: Class 12 contains 64262 members 
Mstep: Class 13 contains 2488 members 
Mstep: Class 16 contains 29170 members 
Mstep: Class 17 contains 53916 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 22 contains 58486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839930.000000 Penalty: 25233.794922
Iteration 342Q: 13 clusters Score -2.083993e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 50493 members 
Mstep: Class 10 contains 83795 members 
Mstep: Class 12 contains 64264 members 
Mstep: Class 13 contains 2482 members 
Mstep: Class 16 contains 29167 members 
Mstep: Class 17 contains 53879 members 
Mstep: Class 18 contains 11231 members 
Mstep: Class 22 contains 58481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839898.000000 Penalty: 25233.794922
Iteration 343Q: 13 clusters Score -2.08399e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 50492 members 
Mstep: Class 10 contains 83862 members 
Mstep: Class 12 contains 64265 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 16 contains 29163 members 
Mstep: Class 17 contains 53835 members 
Mstep: Class 18 contains 11230 members 
Mstep: Class 22 contains 58483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839910.000000 Penalty: 25233.794922
Iteration 344Q: 13 clusters Score -2.083991e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 50489 members 
Mstep: Class 10 contains 83924 members 
Mstep: Class 12 contains 64268 members 
Mstep: Class 13 contains 2453 members 
Mstep: Class 16 contains 29157 members 
Mstep: Class 17 contains 53794 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 22 contains 58479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839900.000000 Penalty: 25233.794922
Iteration 345Q: 13 clusters Score -2.08399e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 50483 members 
Mstep: Class 10 contains 83987 members 
Mstep: Class 12 contains 64270 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 16 contains 29151 members 
Mstep: Class 17 contains 53755 members 
Mstep: Class 18 contains 11234 members 
Mstep: Class 22 contains 58477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839894.000000 Penalty: 25233.794922
Iteration 346Q: 13 clusters Score -2.083989e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 3 contains 31073 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 50476 members 
Mstep: Class 10 contains 84053 members 
Mstep: Class 12 contains 64271 members 
Mstep: Class 13 contains 2437 members 
Mstep: Class 16 contains 29141 members 
Mstep: Class 17 contains 53720 members 
Mstep: Class 18 contains 11239 members 
Mstep: Class 22 contains 58475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839932.000000 Penalty: 25233.794922
Iteration 347Q: 13 clusters Score -2.083993e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 3 contains 31072 members 
Mstep: Class 6 contains 4360 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 50475 members 
Mstep: Class 10 contains 84122 members 
Mstep: Class 12 contains 64266 members 
Mstep: Class 13 contains 2424 members 
Mstep: Class 16 contains 29135 members 
Mstep: Class 17 contains 53684 members 
Mstep: Class 18 contains 11241 members 
Mstep: Class 22 contains 58469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839896.000000 Penalty: 25233.794922
Iteration 348Q: 13 clusters Score -2.08399e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 3 contains 31071 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 50470 members 
Mstep: Class 10 contains 84209 members 
Mstep: Class 12 contains 64260 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 16 contains 29123 members 
Mstep: Class 17 contains 53642 members 
Mstep: Class 18 contains 11238 members 
Mstep: Class 22 contains 58468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839946.000000 Penalty: 25233.794922
Iteration 349Q: 13 clusters Score -2.083995e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 3 contains 31072 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 50465 members 
Mstep: Class 10 contains 84277 members 
Mstep: Class 12 contains 64256 members 
Mstep: Class 13 contains 2404 members 
Mstep: Class 16 contains 29117 members 
Mstep: Class 17 contains 53600 members 
Mstep: Class 18 contains 11238 members 
Mstep: Class 22 contains 58470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839908.000000 Penalty: 25233.794922
Iteration 350Q: 13 clusters Score -2.083991e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 3 contains 31070 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 50463 members 
Mstep: Class 10 contains 84339 members 
Mstep: Class 12 contains 64251 members 
Mstep: Class 13 contains 2396 members 
Mstep: Class 16 contains 29111 members 
Mstep: Class 17 contains 53568 members 
Mstep: Class 18 contains 11240 members 
Mstep: Class 22 contains 58473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839868.000000 Penalty: 25233.794922
Iteration 351Q: 13 clusters Score -2.083987e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 3 contains 31064 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 50460 members 
Mstep: Class 10 contains 84404 members 
Mstep: Class 12 contains 64249 members 
Mstep: Class 13 contains 2385 members 
Mstep: Class 16 contains 29106 members 
Mstep: Class 17 contains 53538 members 
Mstep: Class 18 contains 11239 members 
Mstep: Class 22 contains 58474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839862.000000 Penalty: 25233.794922
Iteration 352Q: 13 clusters Score -2.083986e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 3 contains 31061 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 50455 members 
Mstep: Class 10 contains 84481 members 
Mstep: Class 12 contains 64247 members 
Mstep: Class 13 contains 2373 members 
Mstep: Class 16 contains 29097 members 
Mstep: Class 17 contains 53511 members 
Mstep: Class 18 contains 11237 members 
Mstep: Class 22 contains 58470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839870.000000 Penalty: 25233.794922
Iteration 353Q: 13 clusters Score -2.083987e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 3 contains 31057 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 50450 members 
Mstep: Class 10 contains 84555 members 
Mstep: Class 12 contains 64246 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 16 contains 29086 members 
Mstep: Class 17 contains 53486 members 
Mstep: Class 18 contains 11234 members 
Mstep: Class 22 contains 58470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839860.000000 Penalty: 25233.794922
Iteration 354Q: 13 clusters Score -2.083986e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 3 contains 31055 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21712 members 
Mstep: Class 9 contains 50446 members 
Mstep: Class 10 contains 84643 members 
Mstep: Class 12 contains 64238 members 
Mstep: Class 13 contains 2341 members 
Mstep: Class 16 contains 29079 members 
Mstep: Class 17 contains 53460 members 
Mstep: Class 18 contains 11227 members 
Mstep: Class 22 contains 58471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839880.000000 Penalty: 25233.794922
Iteration 355Q: 13 clusters Score -2.083988e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 3 contains 31054 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21699 members 
Mstep: Class 9 contains 50440 members 
Mstep: Class 10 contains 84746 members 
Mstep: Class 12 contains 64237 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 16 contains 29072 members 
Mstep: Class 17 contains 53425 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 22 contains 58470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839842.000000 Penalty: 25233.794922
Iteration 356Q: 13 clusters Score -2.083984e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 3 contains 31054 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21693 members 
Mstep: Class 9 contains 50435 members 
Mstep: Class 10 contains 84846 members 
Mstep: Class 12 contains 64220 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 16 contains 29062 members 
Mstep: Class 17 contains 53391 members 
Mstep: Class 18 contains 11217 members 
Mstep: Class 22 contains 58472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839894.000000 Penalty: 25233.794922
Iteration 357Q: 13 clusters Score -2.083989e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 3 contains 31056 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 8 contains 21688 members 
Mstep: Class 9 contains 50426 members 
Mstep: Class 10 contains 84942 members 
Mstep: Class 12 contains 64211 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 16 contains 29051 members 
Mstep: Class 17 contains 53348 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 22 contains 58471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839924.000000 Penalty: 25233.794922
Iteration 358Q: 13 clusters Score -2.083992e+07 nChanged 115
Entering ConstructFrom: 
Score: -20839924.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -300189.093750 Penalty: 1406.783569
	Iteration 0F: 2 clusters Score -300189.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -295755.468750 Penalty: 2813.567139
	Iteration 0F: 3 clusters Score -295755.5 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -296991.937500 Penalty: 2813.567139
	Iteration 1F: 3 clusters Score -296991.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -297177.218750 Penalty: 2813.567139
	Iteration 2F: 3 clusters Score -297177.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -297316.687500 Penalty: 2813.567139
	Iteration 3Q: 3 clusters Score -297316.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -297432.937500 Penalty: 2813.567139
	Iteration 4Q: 3 clusters Score -297432.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -297538.468750 Penalty: 2813.567139
	Iteration 5Q: 3 clusters Score -297538.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -297655.468750 Penalty: 2813.567139
	Iteration 6Q: 3 clusters Score -297655.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -297770.812500 Penalty: 2813.567139
	Iteration 7Q: 3 clusters Score -297770.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -297909.562500 Penalty: 2813.567139
	Iteration 8Q: 3 clusters Score -297909.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -298056.000000 Penalty: 2813.567139
	Iteration 9Q: 3 clusters Score -298056 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -298215.031250 Penalty: 2813.567139
	Iteration 10Q: 3 clusters Score -298215 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -298374.500000 Penalty: 2813.567139
	Iteration 11Q: 3 clusters Score -298374.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -298545.625000 Penalty: 2813.567139
	Iteration 12Q: 3 clusters Score -298545.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -298684.218750 Penalty: 2813.567139
	Iteration 13Q: 3 clusters Score -298684.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -298779.968750 Penalty: 2813.567139
	Iteration 14Q: 3 clusters Score -298780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -298849.093750 Penalty: 2813.567139
	Iteration 15Q: 3 clusters Score -298849.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -298907.312500 Penalty: 2813.567139
	Iteration 16Q: 3 clusters Score -298907.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -298948.656250 Penalty: 2813.567139
	Iteration 17Q: 3 clusters Score -298948.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -298970.593750 Penalty: 2813.567139
	Iteration 18Q: 3 clusters Score -298970.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -298986.562500 Penalty: 2813.567139
	Iteration 19Q: 3 clusters Score -298986.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -298998.406250 Penalty: 2813.567139
	Iteration 20F: 3 clusters Score -298998.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -299004.656250 Penalty: 2813.567139
	Iteration 21Q: 3 clusters Score -299004.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -299009.906250 Penalty: 2813.567139
	Iteration 22Q: 3 clusters Score -299009.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -299014.437500 Penalty: 2813.567139
	Iteration 23Q: 3 clusters Score -299014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -299016.156250 Penalty: 2813.567139
	Iteration 24Q: 3 clusters Score -299016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -299017.781250 Penalty: 2813.567139
	Iteration 25Q: 3 clusters Score -299017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -299018.437500 Penalty: 2813.567139
	Iteration 26Q: 3 clusters Score -299018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -299018.906250 Penalty: 2813.567139
	Iteration 27Q: 3 clusters Score -299018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -299019.687500 Penalty: 2813.567139
	Iteration 28Q: 3 clusters Score -299019.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -299020.312500 Penalty: 2813.567139
	Iteration 29Q: 3 clusters Score -299020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -299020.437500 Penalty: 2813.567139
	Iteration 30Q: 3 clusters Score -299020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -299020.437500 Penalty: 2813.567139
	Iteration 31F: 3 clusters Score -299020.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Entering Unmasked Estep 
Score: -1626371.250000 Penalty: 1680.826416
	Iteration 0F: 2 clusters Score -1626371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1605413.875000 Penalty: 3361.652832
	Iteration 0F: 3 clusters Score -1605414 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1613194.000000 Penalty: 3361.652832
	Iteration 1F: 3 clusters Score -1613194 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1613540.875000 Penalty: 3361.652832
	Iteration 2Q: 3 clusters Score -1613541 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1613906.750000 Penalty: 3361.652832
	Iteration 3Q: 3 clusters Score -1613907 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1614306.875000 Penalty: 3361.652832
	Iteration 4Q: 3 clusters Score -1614307 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1614809.750000 Penalty: 3361.652832
	Iteration 5Q: 3 clusters Score -1614810 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1615444.625000 Penalty: 3361.652832
	Iteration 6Q: 3 clusters Score -1615445 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1616209.875000 Penalty: 3361.652832
	Iteration 7Q: 3 clusters Score -1616210 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1617118.875000 Penalty: 3361.652832
	Iteration 8F: 3 clusters Score -1617119 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1618192.250000 Penalty: 3361.652832
	Iteration 9F: 3 clusters Score -1618192 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1619361.500000 Penalty: 3361.652832
	Iteration 10F: 3 clusters Score -1619362 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1620327.875000 Penalty: 3361.652832
	Iteration 11F: 3 clusters Score -1620328 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1620874.250000 Penalty: 3361.652832
	Iteration 12Q: 3 clusters Score -1620874 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1621098.500000 Penalty: 3361.652832
	Iteration 13Q: 3 clusters Score -1621098 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1621211.375000 Penalty: 3361.652832
	Iteration 14Q: 3 clusters Score -1621211 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1621296.125000 Penalty: 3361.652832
	Iteration 15Q: 3 clusters Score -1621296 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1621362.500000 Penalty: 3361.652832
	Iteration 16Q: 3 clusters Score -1621362 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1621423.000000 Penalty: 3361.652832
	Iteration 17Q: 3 clusters Score -1621423 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1621467.000000 Penalty: 3361.652832
	Iteration 18Q: 3 clusters Score -1621467 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1621516.000000 Penalty: 3361.652832
	Iteration 19Q: 3 clusters Score -1621516 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1621560.625000 Penalty: 3361.652832
	Iteration 20F: 3 clusters Score -1621561 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1621604.500000 Penalty: 3361.652832
	Iteration 21Q: 3 clusters Score -1621604 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1621652.625000 Penalty: 3361.652832
	Iteration 22Q: 3 clusters Score -1621653 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1621705.625000 Penalty: 3361.652832
	Iteration 23Q: 3 clusters Score -1621706 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1621758.250000 Penalty: 3361.652832
	Iteration 24Q: 3 clusters Score -1621758 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1621808.750000 Penalty: 3361.652832
	Iteration 25Q: 3 clusters Score -1621809 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1621856.625000 Penalty: 3361.652832
	Iteration 26Q: 3 clusters Score -1621857 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1621916.500000 Penalty: 3361.652832
	Iteration 27Q: 3 clusters Score -1621916 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1621993.125000 Penalty: 3361.652832
	Iteration 28Q: 3 clusters Score -1621993 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1622052.375000 Penalty: 3361.652832
	Iteration 29Q: 3 clusters Score -1622052 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1622122.125000 Penalty: 3361.652832
	Iteration 30Q: 3 clusters Score -1622122 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1622175.500000 Penalty: 3361.652832
	Iteration 31Q: 3 clusters Score -1622176 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1622253.000000 Penalty: 3361.652832
	Iteration 32Q: 3 clusters Score -1622253 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1622320.750000 Penalty: 3361.652832
	Iteration 33Q: 3 clusters Score -1622321 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1622381.000000 Penalty: 3361.652832
	Iteration 34Q: 3 clusters Score -1622381 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1622437.500000 Penalty: 3361.652832
	Iteration 35Q: 3 clusters Score -1622438 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1622506.000000 Penalty: 3361.652832
	Iteration 36Q: 3 clusters Score -1622506 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1622578.125000 Penalty: 3361.652832
	Iteration 37Q: 3 clusters Score -1622578 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1622647.250000 Penalty: 3361.652832
	Iteration 38Q: 3 clusters Score -1622647 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1622717.125000 Penalty: 3361.652832
	Iteration 39Q: 3 clusters Score -1622717 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1622784.250000 Penalty: 3361.652832
	Iteration 40F: 3 clusters Score -1622784 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1622858.250000 Penalty: 3361.652832
	Iteration 41Q: 3 clusters Score -1622858 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1622944.000000 Penalty: 3361.652832
	Iteration 42Q: 3 clusters Score -1622944 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1623013.375000 Penalty: 3361.652832
	Iteration 43Q: 3 clusters Score -1623013 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1623089.250000 Penalty: 3361.652832
	Iteration 44Q: 3 clusters Score -1623089 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1623149.000000 Penalty: 3361.652832
	Iteration 45Q: 3 clusters Score -1623149 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1623228.375000 Penalty: 3361.652832
	Iteration 46Q: 3 clusters Score -1623228 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1623315.375000 Penalty: 3361.652832
	Iteration 47Q: 3 clusters Score -1623315 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1623379.125000 Penalty: 3361.652832
	Iteration 48Q: 3 clusters Score -1623379 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1623455.250000 Penalty: 3361.652832
	Iteration 49Q: 3 clusters Score -1623455 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1623533.875000 Penalty: 3361.652832
	Iteration 50Q: 3 clusters Score -1623534 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1623607.250000 Penalty: 3361.652832
	Iteration 51Q: 3 clusters Score -1623607 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1623687.125000 Penalty: 3361.652832
	Iteration 52Q: 3 clusters Score -1623687 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1623772.875000 Penalty: 3361.652832
	Iteration 53Q: 3 clusters Score -1623773 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1623852.625000 Penalty: 3361.652832
	Iteration 54Q: 3 clusters Score -1623853 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1623929.500000 Penalty: 3361.652832
	Iteration 55Q: 3 clusters Score -1623930 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1624023.250000 Penalty: 3361.652832
	Iteration 56Q: 3 clusters Score -1624023 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1624106.625000 Penalty: 3361.652832
	Iteration 57Q: 3 clusters Score -1624107 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1624193.125000 Penalty: 3361.652832
	Iteration 58Q: 3 clusters Score -1624193 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1624280.625000 Penalty: 3361.652832
	Iteration 59Q: 3 clusters Score -1624281 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1624349.625000 Penalty: 3361.652832
	Iteration 60F: 3 clusters Score -1624350 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1624411.625000 Penalty: 3361.652832
	Iteration 61Q: 3 clusters Score -1624412 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1624459.625000 Penalty: 3361.652832
	Iteration 62Q: 3 clusters Score -1624460 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1624525.375000 Penalty: 3361.652832
	Iteration 63Q: 3 clusters Score -1624525 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1624583.750000 Penalty: 3361.652832
	Iteration 64Q: 3 clusters Score -1624584 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1624640.375000 Penalty: 3361.652832
	Iteration 65Q: 3 clusters Score -1624640 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1624674.375000 Penalty: 3361.652832
	Iteration 66Q: 3 clusters Score -1624674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1624708.875000 Penalty: 3361.652832
	Iteration 67Q: 3 clusters Score -1624709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1624736.750000 Penalty: 3361.652832
	Iteration 68Q: 3 clusters Score -1624737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1624769.500000 Penalty: 3361.652832
	Iteration 69Q: 3 clusters Score -1624770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1624789.500000 Penalty: 3361.652832
	Iteration 70Q: 3 clusters Score -1624790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1624802.375000 Penalty: 3361.652832
	Iteration 71Q: 3 clusters Score -1624802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1624822.000000 Penalty: 3361.652832
	Iteration 72Q: 3 clusters Score -1624822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1624839.250000 Penalty: 3361.652832
	Iteration 73Q: 3 clusters Score -1624839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1624856.750000 Penalty: 3361.652832
	Iteration 74Q: 3 clusters Score -1624857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1624868.125000 Penalty: 3361.652832
	Iteration 75Q: 3 clusters Score -1624868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1624883.750000 Penalty: 3361.652832
	Iteration 76Q: 3 clusters Score -1624884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1624891.125000 Penalty: 3361.652832
	Iteration 77Q: 3 clusters Score -1624891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1624898.125000 Penalty: 3361.652832
	Iteration 78Q: 3 clusters Score -1624898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1624908.000000 Penalty: 3361.652832
	Iteration 79Q: 3 clusters Score -1624908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1624917.250000 Penalty: 3361.652832
	Iteration 80F: 3 clusters Score -1624917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1624922.375000 Penalty: 3361.652832
	Iteration 81Q: 3 clusters Score -1624922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1624924.000000 Penalty: 3361.652832
	Iteration 82Q: 3 clusters Score -1624924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1624926.625000 Penalty: 3361.652832
	Iteration 83Q: 3 clusters Score -1624927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1624931.375000 Penalty: 3361.652832
	Iteration 84Q: 3 clusters Score -1624931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1624932.875000 Penalty: 3361.652832
	Iteration 85Q: 3 clusters Score -1624933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1624933.750000 Penalty: 3361.652832
	Iteration 86Q: 3 clusters Score -1624934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1624936.125000 Penalty: 3361.652832
	Iteration 87Q: 3 clusters Score -1624936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1624936.125000 Penalty: 3361.652832
	Iteration 88F: 3 clusters Score -1624936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -226620.515625 Penalty: 1361.973145
	Iteration 0F: 2 clusters Score -226620.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -223068.265625 Penalty: 2723.946289
	Iteration 0F: 3 clusters Score -223068.3 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -223972.578125 Penalty: 2723.946289
	Iteration 1F: 3 clusters Score -223972.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -224103.906250 Penalty: 2723.946289
	Iteration 2F: 3 clusters Score -224103.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -224182.343750 Penalty: 2723.946289
	Iteration 3Q: 3 clusters Score -224182.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -224238.765625 Penalty: 2723.946289
	Iteration 4Q: 3 clusters Score -224238.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -224283.500000 Penalty: 2723.946289
	Iteration 5Q: 3 clusters Score -224283.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -224313.046875 Penalty: 2723.946289
	Iteration 6Q: 3 clusters Score -224313 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -224342.984375 Penalty: 2723.946289
	Iteration 7Q: 3 clusters Score -224343 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -224371.140625 Penalty: 2723.946289
	Iteration 8Q: 3 clusters Score -224371.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -224395.875000 Penalty: 2723.946289
	Iteration 9Q: 3 clusters Score -224395.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -224426.171875 Penalty: 2723.946289
	Iteration 10Q: 3 clusters Score -224426.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -224455.953125 Penalty: 2723.946289
	Iteration 11Q: 3 clusters Score -224456 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -224477.656250 Penalty: 2723.946289
	Iteration 12Q: 3 clusters Score -224477.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -224498.453125 Penalty: 2723.946289
	Iteration 13Q: 3 clusters Score -224498.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -224519.890625 Penalty: 2723.946289
	Iteration 14Q: 3 clusters Score -224519.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -224541.140625 Penalty: 2723.946289
	Iteration 15Q: 3 clusters Score -224541.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -224564.875000 Penalty: 2723.946289
	Iteration 16Q: 3 clusters Score -224564.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -224593.718750 Penalty: 2723.946289
	Iteration 17Q: 3 clusters Score -224593.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -224622.500000 Penalty: 2723.946289
	Iteration 18Q: 3 clusters Score -224622.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -224654.218750 Penalty: 2723.946289
	Iteration 19Q: 3 clusters Score -224654.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -224693.156250 Penalty: 2723.946289
	Iteration 20F: 3 clusters Score -224693.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -224746.671875 Penalty: 2723.946289
	Iteration 21Q: 3 clusters Score -224746.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -224804.953125 Penalty: 2723.946289
	Iteration 22Q: 3 clusters Score -224805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -224853.406250 Penalty: 2723.946289
	Iteration 23Q: 3 clusters Score -224853.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -224904.734375 Penalty: 2723.946289
	Iteration 24Q: 3 clusters Score -224904.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -224958.578125 Penalty: 2723.946289
	Iteration 25Q: 3 clusters Score -224958.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -225013.718750 Penalty: 2723.946289
	Iteration 26Q: 3 clusters Score -225013.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -225073.578125 Penalty: 2723.946289
	Iteration 27Q: 3 clusters Score -225073.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -225135.031250 Penalty: 2723.946289
	Iteration 28Q: 3 clusters Score -225135 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -225202.234375 Penalty: 2723.946289
	Iteration 29Q: 3 clusters Score -225202.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -225275.062500 Penalty: 2723.946289
	Iteration 30Q: 3 clusters Score -225275.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -225351.140625 Penalty: 2723.946289
	Iteration 31Q: 3 clusters Score -225351.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -225422.281250 Penalty: 2723.946289
	Iteration 32Q: 3 clusters Score -225422.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -225475.437500 Penalty: 2723.946289
	Iteration 33Q: 3 clusters Score -225475.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -225515.796875 Penalty: 2723.946289
	Iteration 34Q: 3 clusters Score -225515.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -225564.343750 Penalty: 2723.946289
	Iteration 35Q: 3 clusters Score -225564.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -225605.281250 Penalty: 2723.946289
	Iteration 36Q: 3 clusters Score -225605.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -225631.437500 Penalty: 2723.946289
	Iteration 37Q: 3 clusters Score -225631.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -225652.281250 Penalty: 2723.946289
	Iteration 38Q: 3 clusters Score -225652.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -225665.515625 Penalty: 2723.946289
	Iteration 39Q: 3 clusters Score -225665.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -225671.390625 Penalty: 2723.946289
	Iteration 40F: 3 clusters Score -225671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -225673.656250 Penalty: 2723.946289
	Iteration 41Q: 3 clusters Score -225673.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -225679.500000 Penalty: 2723.946289
	Iteration 42Q: 3 clusters Score -225679.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -225684.437500 Penalty: 2723.946289
	Iteration 43Q: 3 clusters Score -225684.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -225690.609375 Penalty: 2723.946289
	Iteration 44Q: 3 clusters Score -225690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -225691.265625 Penalty: 2723.946289
	Iteration 45Q: 3 clusters Score -225691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -225692.765625 Penalty: 2723.946289
	Iteration 46Q: 3 clusters Score -225692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -225693.187500 Penalty: 2723.946289
	Iteration 47Q: 3 clusters Score -225693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -225693.343750 Penalty: 2723.946289
	Iteration 48Q: 3 clusters Score -225693.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -225693.343750 Penalty: 2723.946289
	Iteration 49F: 3 clusters Score -225693.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Entering Unmasked Estep 
Score: -1152483.625000 Penalty: 1622.468506
	Iteration 0F: 2 clusters Score -1152484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1137710.375000 Penalty: 3244.937012
	Iteration 0F: 3 clusters Score -1137710 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1143072.125000 Penalty: 3244.937012
	Iteration 1F: 3 clusters Score -1143072 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1143350.375000 Penalty: 3244.937012
	Iteration 2Q: 3 clusters Score -1143350 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1143598.500000 Penalty: 3244.937012
	Iteration 3Q: 3 clusters Score -1143598 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1143795.500000 Penalty: 3244.937012
	Iteration 4Q: 3 clusters Score -1143796 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1143975.875000 Penalty: 3244.937012
	Iteration 5Q: 3 clusters Score -1143976 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1144183.375000 Penalty: 3244.937012
	Iteration 6Q: 3 clusters Score -1144183 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1144471.625000 Penalty: 3244.937012
	Iteration 7Q: 3 clusters Score -1144472 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1144917.625000 Penalty: 3244.937012
	Iteration 8Q: 3 clusters Score -1144918 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1145629.750000 Penalty: 3244.937012
	Iteration 9F: 3 clusters Score -1145630 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1146611.875000 Penalty: 3244.937012
	Iteration 10F: 3 clusters Score -1146612 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1147846.000000 Penalty: 3244.937012
	Iteration 11F: 3 clusters Score -1147846 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1149048.125000 Penalty: 3244.937012
	Iteration 12F: 3 clusters Score -1149048 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1149980.500000 Penalty: 3244.937012
	Iteration 13Q: 3 clusters Score -1149980 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1150526.750000 Penalty: 3244.937012
	Iteration 14Q: 3 clusters Score -1150527 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1150783.000000 Penalty: 3244.937012
	Iteration 15Q: 3 clusters Score -1150783 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1150902.250000 Penalty: 3244.937012
	Iteration 16Q: 3 clusters Score -1150902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1150953.250000 Penalty: 3244.937012
	Iteration 17Q: 3 clusters Score -1150953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1150986.125000 Penalty: 3244.937012
	Iteration 18Q: 3 clusters Score -1150986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1151003.000000 Penalty: 3244.937012
	Iteration 19Q: 3 clusters Score -1151003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1151020.125000 Penalty: 3244.937012
	Iteration 20F: 3 clusters Score -1151020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1151034.625000 Penalty: 3244.937012
	Iteration 21Q: 3 clusters Score -1151035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1151053.750000 Penalty: 3244.937012
	Iteration 22Q: 3 clusters Score -1151054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1151063.125000 Penalty: 3244.937012
	Iteration 23Q: 3 clusters Score -1151063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1151068.500000 Penalty: 3244.937012
	Iteration 24Q: 3 clusters Score -1151068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1151072.750000 Penalty: 3244.937012
	Iteration 25Q: 3 clusters Score -1151073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1151076.750000 Penalty: 3244.937012
	Iteration 26Q: 3 clusters Score -1151077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1151078.125000 Penalty: 3244.937012
	Iteration 27Q: 3 clusters Score -1151078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1151078.125000 Penalty: 3244.937012
	Iteration 28F: 3 clusters Score -1151078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Entering Unmasked Estep 
Score: -2663333.750000 Penalty: 1759.560425
	Iteration 0F: 2 clusters Score -2663334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -2629568.250000 Penalty: 3519.120850
	Iteration 0F: 3 clusters Score -2629568 nChanged 23678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -2643277.250000 Penalty: 3519.120850
	Iteration 1F: 3 clusters Score -2643277 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -2643995.000000 Penalty: 3519.120850
	Iteration 2Q: 3 clusters Score -2643995 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -2644880.250000 Penalty: 3519.120850
	Iteration 3Q: 3 clusters Score -2644880 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -2646239.000000 Penalty: 3519.120850
	Iteration 4F: 3 clusters Score -2646239 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -2648366.250000 Penalty: 3519.120850
	Iteration 5F: 3 clusters Score -2648366 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -2651352.250000 Penalty: 3519.120850
	Iteration 6F: 3 clusters Score -2651352 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -2655048.000000 Penalty: 3519.120850
	Iteration 7F: 3 clusters Score -2655048 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -2658165.250000 Penalty: 3519.120850
	Iteration 8F: 3 clusters Score -2658165 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -2660184.250000 Penalty: 3519.120850
	Iteration 9Q: 3 clusters Score -2660184 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -2661103.750000 Penalty: 3519.120850
	Iteration 10Q: 3 clusters Score -2661104 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -2661470.250000 Penalty: 3519.120850
	Iteration 11Q: 3 clusters Score -2661470 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -2661629.500000 Penalty: 3519.120850
	Iteration 12Q: 3 clusters Score -2661630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -2661717.250000 Penalty: 3519.120850
	Iteration 13Q: 3 clusters Score -2661717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -2661754.750000 Penalty: 3519.120850
	Iteration 14Q: 3 clusters Score -2661755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -2661777.750000 Penalty: 3519.120850
	Iteration 15Q: 3 clusters Score -2661778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -2661791.000000 Penalty: 3519.120850
	Iteration 16Q: 3 clusters Score -2661791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -2661804.500000 Penalty: 3519.120850
	Iteration 17Q: 3 clusters Score -2661804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -2661807.000000 Penalty: 3519.120850
	Iteration 18Q: 3 clusters Score -2661807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -2661810.750000 Penalty: 3519.120850
	Iteration 19Q: 3 clusters Score -2661811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -2661812.500000 Penalty: 3519.120850
	Iteration 20F: 3 clusters Score -2661812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -2661819.750000 Penalty: 3519.120850
	Iteration 21Q: 3 clusters Score -2661820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -2661819.750000 Penalty: 3519.120850
	Iteration 22Q: 3 clusters Score -2661820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -2661823.000000 Penalty: 3519.120850
	Iteration 23Q: 3 clusters Score -2661823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -2661833.500000 Penalty: 3519.120850
	Iteration 24Q: 3 clusters Score -2661834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -2661837.750000 Penalty: 3519.120850
	Iteration 25Q: 3 clusters Score -2661838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -2661839.000000 Penalty: 3519.120850
	Iteration 26Q: 3 clusters Score -2661839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -2661838.500000 Penalty: 3519.120850
	Iteration 27Q: 3 clusters Score -2661838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -2661838.500000 Penalty: 3519.120850
	Iteration 28F: 3 clusters Score -2661838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (85019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Entering Unmasked Estep 
Score: -4381278.500000 Penalty: 1844.477295
	Iteration 0F: 2 clusters Score -4381278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -4324317.000000 Penalty: 3688.954590
	Iteration 0F: 3 clusters Score -4324317 nChanged 40619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -4347859.000000 Penalty: 3688.954590
	Iteration 1F: 3 clusters Score -4347859 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4348892.000000 Penalty: 3688.954590
	Iteration 2Q: 3 clusters Score -4348892 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -4350626.500000 Penalty: 3688.954590
	Iteration 3Q: 3 clusters Score -4350626 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -4353716.500000 Penalty: 3688.954590
	Iteration 4F: 3 clusters Score -4353716 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4358742.000000 Penalty: 3688.954590
	Iteration 5F: 3 clusters Score -4358742 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -4365287.000000 Penalty: 3688.954590
	Iteration 6F: 3 clusters Score -4365287 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -4371044.000000 Penalty: 3688.954590
	Iteration 7F: 3 clusters Score -4371044 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4374912.000000 Penalty: 3688.954590
	Iteration 8Q: 3 clusters Score -4374912 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4377136.000000 Penalty: 3688.954590
	Iteration 9Q: 3 clusters Score -4377136 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4378331.000000 Penalty: 3688.954590
	Iteration 10Q: 3 clusters Score -4378331 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4378961.500000 Penalty: 3688.954590
	Iteration 11Q: 3 clusters Score -4378962 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4379290.000000 Penalty: 3688.954590
	Iteration 12Q: 3 clusters Score -4379290 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4379432.000000 Penalty: 3688.954590
	Iteration 13Q: 3 clusters Score -4379432 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4379525.500000 Penalty: 3688.954590
	Iteration 14Q: 3 clusters Score -4379526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4379579.000000 Penalty: 3688.954590
	Iteration 15Q: 3 clusters Score -4379579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4379619.500000 Penalty: 3688.954590
	Iteration 16Q: 3 clusters Score -4379620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4379642.000000 Penalty: 3688.954590
	Iteration 17Q: 3 clusters Score -4379642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84748 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4379652.000000 Penalty: 3688.954590
	Iteration 18Q: 3 clusters Score -4379652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4379662.500000 Penalty: 3688.954590
	Iteration 19Q: 3 clusters Score -4379662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84765 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4379665.000000 Penalty: 3688.954590
	Iteration 20F: 3 clusters Score -4379665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Entering Unmasked Estep 
Score: -3359589.750000 Penalty: 1798.850952
	Iteration 0F: 2 clusters Score -3359590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -3316596.000000 Penalty: 3597.701904
	Iteration 0F: 3 clusters Score -3316596 nChanged 30231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -3334094.250000 Penalty: 3597.701904
	Iteration 1F: 3 clusters Score -3334094 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -3334768.500000 Penalty: 3597.701904
	Iteration 2Q: 3 clusters Score -3334768 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -3335677.500000 Penalty: 3597.701904
	Iteration 3Q: 3 clusters Score -3335678 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -3337121.250000 Penalty: 3597.701904
	Iteration 4Q: 3 clusters Score -3337121 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -3339585.250000 Penalty: 3597.701904
	Iteration 5F: 3 clusters Score -3339585 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -3343504.250000 Penalty: 3597.701904
	Iteration 6F: 3 clusters Score -3343504 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -3348486.500000 Penalty: 3597.701904
	Iteration 7F: 3 clusters Score -3348486 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -3352935.250000 Penalty: 3597.701904
	Iteration 8F: 3 clusters Score -3352935 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -3355633.500000 Penalty: 3597.701904
	Iteration 9Q: 3 clusters Score -3355634 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -3356856.750000 Penalty: 3597.701904
	Iteration 10Q: 3 clusters Score -3356857 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -3357451.000000 Penalty: 3597.701904
	Iteration 11Q: 3 clusters Score -3357451 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -3357695.750000 Penalty: 3597.701904
	Iteration 12Q: 3 clusters Score -3357696 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -3357806.250000 Penalty: 3597.701904
	Iteration 13Q: 3 clusters Score -3357806 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -3357888.500000 Penalty: 3597.701904
	Iteration 14Q: 3 clusters Score -3357888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -3357943.000000 Penalty: 3597.701904
	Iteration 15Q: 3 clusters Score -3357943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -3357988.000000 Penalty: 3597.701904
	Iteration 16Q: 3 clusters Score -3357988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -3358019.750000 Penalty: 3597.701904
	Iteration 17Q: 3 clusters Score -3358020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -3358036.500000 Penalty: 3597.701904
	Iteration 18Q: 3 clusters Score -3358036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -3358052.500000 Penalty: 3597.701904
	Iteration 19Q: 3 clusters Score -3358052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -3358063.750000 Penalty: 3597.701904
	Iteration 20F: 3 clusters Score -3358064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -3358067.250000 Penalty: 3597.701904
	Iteration 21Q: 3 clusters Score -3358067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -3358071.500000 Penalty: 3597.701904
	Iteration 22Q: 3 clusters Score -3358072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -3358075.250000 Penalty: 3597.701904
	Iteration 23Q: 3 clusters Score -3358075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -3358077.750000 Penalty: 3597.701904
	Iteration 24Q: 3 clusters Score -3358078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -3358079.500000 Penalty: 3597.701904
	Iteration 25Q: 3 clusters Score -3358080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -3358083.000000 Penalty: 3597.701904
	Iteration 26Q: 3 clusters Score -3358083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -3358083.000000 Penalty: 3597.701904
	Iteration 27F: 3 clusters Score -3358083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -125518.296875 Penalty: 1255.724487
	Iteration 0F: 2 clusters Score -125518.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -123263.125000 Penalty: 2511.448975
	Iteration 0F: 3 clusters Score -123263.1 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -123708.171875 Penalty: 2511.448975
	Iteration 1F: 3 clusters Score -123708.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -123806.992188 Penalty: 2511.448975
	Iteration 2F: 3 clusters Score -123807 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -123858.921875 Penalty: 2511.448975
	Iteration 3Q: 3 clusters Score -123858.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -123898.804688 Penalty: 2511.448975
	Iteration 4Q: 3 clusters Score -123898.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -123934.546875 Penalty: 2511.448975
	Iteration 5Q: 3 clusters Score -123934.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -123956.937500 Penalty: 2511.448975
	Iteration 6Q: 3 clusters Score -123956.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -123965.984375 Penalty: 2511.448975
	Iteration 7Q: 3 clusters Score -123966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -123973.523438 Penalty: 2511.448975
	Iteration 8Q: 3 clusters Score -123973.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -123980.937500 Penalty: 2511.448975
	Iteration 9Q: 3 clusters Score -123980.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -123987.351562 Penalty: 2511.448975
	Iteration 10Q: 3 clusters Score -123987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -123992.953125 Penalty: 2511.448975
	Iteration 11Q: 3 clusters Score -123993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -123996.820312 Penalty: 2511.448975
	Iteration 12Q: 3 clusters Score -123996.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -124000.132812 Penalty: 2511.448975
	Iteration 13Q: 3 clusters Score -124000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -124006.656250 Penalty: 2511.448975
	Iteration 14Q: 3 clusters Score -124006.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -124013.328125 Penalty: 2511.448975
	Iteration 15Q: 3 clusters Score -124013.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -124018.093750 Penalty: 2511.448975
	Iteration 16Q: 3 clusters Score -124018.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -124021.929688 Penalty: 2511.448975
	Iteration 17Q: 3 clusters Score -124021.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -124025.625000 Penalty: 2511.448975
	Iteration 18Q: 3 clusters Score -124025.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -124027.992188 Penalty: 2511.448975
	Iteration 19Q: 3 clusters Score -124028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -124029.835938 Penalty: 2511.448975
	Iteration 20F: 3 clusters Score -124029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -124031.562500 Penalty: 2511.448975
	Iteration 21Q: 3 clusters Score -124031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -124032.859375 Penalty: 2511.448975
	Iteration 22Q: 3 clusters Score -124032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -124034.343750 Penalty: 2511.448975
	Iteration 23Q: 3 clusters Score -124034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -124035.851562 Penalty: 2511.448975
	Iteration 24Q: 3 clusters Score -124035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -124036.921875 Penalty: 2511.448975
	Iteration 25Q: 3 clusters Score -124036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -124037.664062 Penalty: 2511.448975
	Iteration 26Q: 3 clusters Score -124037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -124039.843750 Penalty: 2511.448975
	Iteration 27Q: 3 clusters Score -124039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -124041.054688 Penalty: 2511.448975
	Iteration 28Q: 3 clusters Score -124041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -124041.726562 Penalty: 2511.448975
	Iteration 29Q: 3 clusters Score -124041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -124041.726562 Penalty: 2511.448975
	Iteration 30F: 3 clusters Score -124041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Entering Unmasked Estep 
Score: -1529338.500000 Penalty: 1669.953369
	Iteration 0F: 2 clusters Score -1529338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1509680.000000 Penalty: 3339.906738
	Iteration 0F: 3 clusters Score -1509680 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1516957.625000 Penalty: 3339.906738
	Iteration 1F: 3 clusters Score -1516958 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1517279.625000 Penalty: 3339.906738
	Iteration 2Q: 3 clusters Score -1517280 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1517562.500000 Penalty: 3339.906738
	Iteration 3Q: 3 clusters Score -1517562 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1517887.375000 Penalty: 3339.906738
	Iteration 4Q: 3 clusters Score -1517887 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1518278.625000 Penalty: 3339.906738
	Iteration 5Q: 3 clusters Score -1518279 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1518846.125000 Penalty: 3339.906738
	Iteration 6Q: 3 clusters Score -1518846 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1519683.000000 Penalty: 3339.906738
	Iteration 7F: 3 clusters Score -1519683 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1520940.000000 Penalty: 3339.906738
	Iteration 8F: 3 clusters Score -1520940 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1522590.750000 Penalty: 3339.906738
	Iteration 9F: 3 clusters Score -1522591 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1524255.625000 Penalty: 3339.906738
	Iteration 10F: 3 clusters Score -1524256 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1525634.125000 Penalty: 3339.906738
	Iteration 11F: 3 clusters Score -1525634 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1526654.000000 Penalty: 3339.906738
	Iteration 12Q: 3 clusters Score -1526654 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1527233.125000 Penalty: 3339.906738
	Iteration 13Q: 3 clusters Score -1527233 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1527508.125000 Penalty: 3339.906738
	Iteration 14Q: 3 clusters Score -1527508 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1527671.500000 Penalty: 3339.906738
	Iteration 15Q: 3 clusters Score -1527672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1527751.750000 Penalty: 3339.906738
	Iteration 16Q: 3 clusters Score -1527752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1527798.625000 Penalty: 3339.906738
	Iteration 17Q: 3 clusters Score -1527799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1527833.500000 Penalty: 3339.906738
	Iteration 18Q: 3 clusters Score -1527834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1527860.625000 Penalty: 3339.906738
	Iteration 19Q: 3 clusters Score -1527861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1527896.375000 Penalty: 3339.906738
	Iteration 20F: 3 clusters Score -1527896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1527924.750000 Penalty: 3339.906738
	Iteration 21Q: 3 clusters Score -1527925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1527943.625000 Penalty: 3339.906738
	Iteration 22Q: 3 clusters Score -1527944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1527955.750000 Penalty: 3339.906738
	Iteration 23Q: 3 clusters Score -1527956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1527971.000000 Penalty: 3339.906738
	Iteration 24Q: 3 clusters Score -1527971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1527981.625000 Penalty: 3339.906738
	Iteration 25Q: 3 clusters Score -1527982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1527982.750000 Penalty: 3339.906738
	Iteration 26Q: 3 clusters Score -1527983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1527988.250000 Penalty: 3339.906738
	Iteration 27Q: 3 clusters Score -1527988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1527990.125000 Penalty: 3339.906738
	Iteration 28Q: 3 clusters Score -1527990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1527991.000000 Penalty: 3339.906738
	Iteration 29Q: 3 clusters Score -1527991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1527993.875000 Penalty: 3339.906738
	Iteration 30Q: 3 clusters Score -1527994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1527992.875000 Penalty: 3339.906738
	Iteration 31Q: 3 clusters Score -1527993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1527992.875000 Penalty: 3339.906738
	Iteration 32F: 3 clusters Score -1527993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (53314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Entering Unmasked Estep 
Score: -2763993.000000 Penalty: 1768.642578
	Iteration 0F: 2 clusters Score -2763993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -2728301.000000 Penalty: 3537.285156
	Iteration 0F: 3 clusters Score -2728301 nChanged 25058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -2742562.750000 Penalty: 3537.285156
	Iteration 1F: 3 clusters Score -2742563 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -2743057.750000 Penalty: 3537.285156
	Iteration 2Q: 3 clusters Score -2743058 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -2743547.750000 Penalty: 3537.285156
	Iteration 3Q: 3 clusters Score -2743548 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -2744043.250000 Penalty: 3537.285156
	Iteration 4Q: 3 clusters Score -2744043 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -2744603.500000 Penalty: 3537.285156
	Iteration 5Q: 3 clusters Score -2744604 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -2745300.500000 Penalty: 3537.285156
	Iteration 6Q: 3 clusters Score -2745300 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -2746208.000000 Penalty: 3537.285156
	Iteration 7Q: 3 clusters Score -2746208 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -2747441.750000 Penalty: 3537.285156
	Iteration 8Q: 3 clusters Score -2747442 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -2749179.250000 Penalty: 3537.285156
	Iteration 9F: 3 clusters Score -2749179 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -2751465.750000 Penalty: 3537.285156
	Iteration 10F: 3 clusters Score -2751466 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -2754138.500000 Penalty: 3537.285156
	Iteration 11F: 3 clusters Score -2754138 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -2756546.250000 Penalty: 3537.285156
	Iteration 12F: 3 clusters Score -2756546 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -2758282.500000 Penalty: 3537.285156
	Iteration 13Q: 3 clusters Score -2758282 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -2759226.750000 Penalty: 3537.285156
	Iteration 14Q: 3 clusters Score -2759227 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -2759673.250000 Penalty: 3537.285156
	Iteration 15Q: 3 clusters Score -2759673 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -2759972.000000 Penalty: 3537.285156
	Iteration 16Q: 3 clusters Score -2759972 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -2760170.000000 Penalty: 3537.285156
	Iteration 17Q: 3 clusters Score -2760170 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -2760313.750000 Penalty: 3537.285156
	Iteration 18Q: 3 clusters Score -2760314 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -2760461.250000 Penalty: 3537.285156
	Iteration 19Q: 3 clusters Score -2760461 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -2760624.000000 Penalty: 3537.285156
	Iteration 20F: 3 clusters Score -2760624 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -2760775.500000 Penalty: 3537.285156
	Iteration 21Q: 3 clusters Score -2760776 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -2760940.000000 Penalty: 3537.285156
	Iteration 22Q: 3 clusters Score -2760940 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -2761117.750000 Penalty: 3537.285156
	Iteration 23Q: 3 clusters Score -2761118 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -2761270.750000 Penalty: 3537.285156
	Iteration 24Q: 3 clusters Score -2761271 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -2761397.750000 Penalty: 3537.285156
	Iteration 25Q: 3 clusters Score -2761398 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -2761536.750000 Penalty: 3537.285156
	Iteration 26Q: 3 clusters Score -2761537 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -2761646.250000 Penalty: 3537.285156
	Iteration 27Q: 3 clusters Score -2761646 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -2761765.250000 Penalty: 3537.285156
	Iteration 28Q: 3 clusters Score -2761765 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -2761873.250000 Penalty: 3537.285156
	Iteration 29Q: 3 clusters Score -2761873 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -2761983.250000 Penalty: 3537.285156
	Iteration 30Q: 3 clusters Score -2761983 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -2762072.750000 Penalty: 3537.285156
	Iteration 31Q: 3 clusters Score -2762073 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -2762152.750000 Penalty: 3537.285156
	Iteration 32Q: 3 clusters Score -2762153 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -2762230.500000 Penalty: 3537.285156
	Iteration 33Q: 3 clusters Score -2762230 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -2762285.250000 Penalty: 3537.285156
	Iteration 34Q: 3 clusters Score -2762285 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -2762335.250000 Penalty: 3537.285156
	Iteration 35Q: 3 clusters Score -2762335 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -2762394.000000 Penalty: 3537.285156
	Iteration 36Q: 3 clusters Score -2762394 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -2762440.000000 Penalty: 3537.285156
	Iteration 37Q: 3 clusters Score -2762440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -2762455.250000 Penalty: 3537.285156
	Iteration 38Q: 3 clusters Score -2762455 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -2762473.250000 Penalty: 3537.285156
	Iteration 39Q: 3 clusters Score -2762473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -2762479.250000 Penalty: 3537.285156
	Iteration 40F: 3 clusters Score -2762479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -2762485.500000 Penalty: 3537.285156
	Iteration 41Q: 3 clusters Score -2762486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -2762490.500000 Penalty: 3537.285156
	Iteration 42Q: 3 clusters Score -2762490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -2762499.750000 Penalty: 3537.285156
	Iteration 43Q: 3 clusters Score -2762500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -2762506.500000 Penalty: 3537.285156
	Iteration 44Q: 3 clusters Score -2762506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -2762509.250000 Penalty: 3537.285156
	Iteration 45Q: 3 clusters Score -2762509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -2762516.000000 Penalty: 3537.285156
	Iteration 46Q: 3 clusters Score -2762516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -2762523.250000 Penalty: 3537.285156
	Iteration 47Q: 3 clusters Score -2762523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -2762519.750000 Penalty: 3537.285156
	Iteration 48Q: 3 clusters Score -2762520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -2762517.750000 Penalty: 3537.285156
	Iteration 49Q: 3 clusters Score -2762518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -2762514.500000 Penalty: 3537.285156
	Iteration 50Q: 3 clusters Score -2762514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -2762519.000000 Penalty: 3537.285156
	Iteration 51Q: 3 clusters Score -2762519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -2762524.500000 Penalty: 3537.285156
	Iteration 52Q: 3 clusters Score -2762524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -2762532.000000 Penalty: 3537.285156
	Iteration 53Q: 3 clusters Score -2762532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -2762538.500000 Penalty: 3537.285156
	Iteration 54Q: 3 clusters Score -2762538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -2762541.750000 Penalty: 3537.285156
	Iteration 55Q: 3 clusters Score -2762542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -2762549.750000 Penalty: 3537.285156
	Iteration 56Q: 3 clusters Score -2762550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -2762548.500000 Penalty: 3537.285156
	Iteration 57Q: 3 clusters Score -2762548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -2762552.000000 Penalty: 3537.285156
	Iteration 58Q: 3 clusters Score -2762552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -2762554.500000 Penalty: 3537.285156
	Iteration 59Q: 3 clusters Score -2762554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -2762567.000000 Penalty: 3537.285156
	Iteration 60F: 3 clusters Score -2762567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -2762568.750000 Penalty: 3537.285156
	Iteration 61Q: 3 clusters Score -2762569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -2762574.500000 Penalty: 3537.285156
	Iteration 62Q: 3 clusters Score -2762574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -2762577.250000 Penalty: 3537.285156
	Iteration 63Q: 3 clusters Score -2762577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -2762577.250000 Penalty: 3537.285156
	Iteration 64Q: 3 clusters Score -2762577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -2762575.750000 Penalty: 3537.285156
	Iteration 65Q: 3 clusters Score -2762576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -2762577.500000 Penalty: 3537.285156
	Iteration 66Q: 3 clusters Score -2762578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -2762575.500000 Penalty: 3537.285156
	Iteration 67Q: 3 clusters Score -2762576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -2762576.750000 Penalty: 3537.285156
	Iteration 68Q: 3 clusters Score -2762577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -2762584.250000 Penalty: 3537.285156
	Iteration 69Q: 3 clusters Score -2762584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -2762585.000000 Penalty: 3537.285156
	Iteration 70Q: 3 clusters Score -2762585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -2762587.750000 Penalty: 3537.285156
	Iteration 71Q: 3 clusters Score -2762588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -2762588.250000 Penalty: 3537.285156
	Iteration 72Q: 3 clusters Score -2762588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -2762587.750000 Penalty: 3537.285156
	Iteration 73Q: 3 clusters Score -2762588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -2762591.750000 Penalty: 3537.285156
	Iteration 74Q: 3 clusters Score -2762592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -2762589.000000 Penalty: 3537.285156
	Iteration 75Q: 3 clusters Score -2762589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -2762589.750000 Penalty: 3537.285156
	Iteration 76Q: 3 clusters Score -2762590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -2762589.750000 Penalty: 3537.285156
	Iteration 77F: 3 clusters Score -2762590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -546185.187500 Penalty: 1515.386108
	Iteration 0F: 2 clusters Score -546185.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -538349.000000 Penalty: 3030.772217
	Iteration 0F: 3 clusters Score -538349 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -541240.062500 Penalty: 3030.772217
	Iteration 1F: 3 clusters Score -541240.1 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -542086.937500 Penalty: 3030.772217
	Iteration 2F: 3 clusters Score -542086.9 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -543335.812500 Penalty: 3030.772217
	Iteration 3F: 3 clusters Score -543335.8 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -544773.187500 Penalty: 3030.772217
	Iteration 4F: 3 clusters Score -544773.2 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -545720.750000 Penalty: 3030.772217
	Iteration 5F: 3 clusters Score -545720.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -546163.437500 Penalty: 3030.772217
	Iteration 6F: 3 clusters Score -546163.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -546327.937500 Penalty: 3030.772217
	Iteration 7Q: 3 clusters Score -546327.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -546394.750000 Penalty: 3030.772217
	Iteration 8Q: 3 clusters Score -546394.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -546425.437500 Penalty: 3030.772217
	Iteration 9Q: 3 clusters Score -546425.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -546440.937500 Penalty: 3030.772217
	Iteration 10Q: 3 clusters Score -546440.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -546449.000000 Penalty: 3030.772217
	Iteration 11Q: 3 clusters Score -546449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -546452.437500 Penalty: 3030.772217
	Iteration 12Q: 3 clusters Score -546452.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -546454.687500 Penalty: 3030.772217
	Iteration 13Q: 3 clusters Score -546454.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -546458.437500 Penalty: 3030.772217
	Iteration 14Q: 3 clusters Score -546458.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -546459.062500 Penalty: 3030.772217
	Iteration 15Q: 3 clusters Score -546459.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -546460.500000 Penalty: 3030.772217
	Iteration 16Q: 3 clusters Score -546460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -546460.562500 Penalty: 3030.772217
	Iteration 17Q: 3 clusters Score -546460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -546460.437500 Penalty: 3030.772217
	Iteration 18Q: 3 clusters Score -546460.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -546461.812500 Penalty: 3030.772217
	Iteration 19Q: 3 clusters Score -546461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -546461.062500 Penalty: 3030.772217
	Iteration 20F: 3 clusters Score -546461.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -546460.687500 Penalty: 3030.772217
	Iteration 21Q: 3 clusters Score -546460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -546460.687500 Penalty: 3030.772217
	Iteration 22F: 3 clusters Score -546460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2838 members 
Mstep: Class 3 contains 31056 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 8 contains 21686 members 
Mstep: Class 9 contains 50416 members 
Mstep: Class 10 contains 85019 members 
Mstep: Class 12 contains 64206 members 
Mstep: Class 13 contains 2270 members 
Mstep: Class 16 contains 29046 members 
Mstep: Class 17 contains 53314 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 22 contains 58468 members 
Entering Unmasked Estep 
Score: -20839522.000000 Penalty: 27336.611328
Splitting cluster 18 changes total score from -20839924.000000 to -20839522.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (58468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Entering Unmasked Estep 
Score: -3075840.000000 Penalty: 1783.638062
	Iteration 0F: 2 clusters Score -3075840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3036742.750000 Penalty: 3567.276123
	Iteration 0F: 3 clusters Score -3036743 nChanged 27613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -3052638.750000 Penalty: 3567.276123
	Iteration 1F: 3 clusters Score -3052639 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -3053254.750000 Penalty: 3567.276123
	Iteration 2Q: 3 clusters Score -3053255 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -3054055.000000 Penalty: 3567.276123
	Iteration 3Q: 3 clusters Score -3054055 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -3055191.000000 Penalty: 3567.276123
	Iteration 4Q: 3 clusters Score -3055191 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -3056931.500000 Penalty: 3567.276123
	Iteration 5F: 3 clusters Score -3056932 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -3059571.750000 Penalty: 3567.276123
	Iteration 6F: 3 clusters Score -3059572 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -3063082.000000 Penalty: 3567.276123
	Iteration 7F: 3 clusters Score -3063082 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -3066861.500000 Penalty: 3567.276123
	Iteration 8F: 3 clusters Score -3066862 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -3069832.750000 Penalty: 3567.276123
	Iteration 9Q: 3 clusters Score -3069833 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -3071525.500000 Penalty: 3567.276123
	Iteration 10Q: 3 clusters Score -3071526 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -3072331.000000 Penalty: 3567.276123
	Iteration 11Q: 3 clusters Score -3072331 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -3072806.500000 Penalty: 3567.276123
	Iteration 12Q: 3 clusters Score -3072806 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -3073138.000000 Penalty: 3567.276123
	Iteration 13Q: 3 clusters Score -3073138 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -3073384.250000 Penalty: 3567.276123
	Iteration 14Q: 3 clusters Score -3073384 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -3073561.000000 Penalty: 3567.276123
	Iteration 15Q: 3 clusters Score -3073561 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -3073731.000000 Penalty: 3567.276123
	Iteration 16Q: 3 clusters Score -3073731 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -3073838.000000 Penalty: 3567.276123
	Iteration 17Q: 3 clusters Score -3073838 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -3073924.500000 Penalty: 3567.276123
	Iteration 18Q: 3 clusters Score -3073924 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -3073986.750000 Penalty: 3567.276123
	Iteration 19Q: 3 clusters Score -3073987 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -3074054.000000 Penalty: 3567.276123
	Iteration 20F: 3 clusters Score -3074054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -3074101.750000 Penalty: 3567.276123
	Iteration 21Q: 3 clusters Score -3074102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -3074139.750000 Penalty: 3567.276123
	Iteration 22Q: 3 clusters Score -3074140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -3074175.750000 Penalty: 3567.276123
	Iteration 23Q: 3 clusters Score -3074176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -3074203.000000 Penalty: 3567.276123
	Iteration 24Q: 3 clusters Score -3074203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -3074232.750000 Penalty: 3567.276123
	Iteration 25Q: 3 clusters Score -3074233 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -3074243.250000 Penalty: 3567.276123
	Iteration 26Q: 3 clusters Score -3074243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -3074255.000000 Penalty: 3567.276123
	Iteration 27Q: 3 clusters Score -3074255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -3074262.250000 Penalty: 3567.276123
	Iteration 28Q: 3 clusters Score -3074262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3074277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -3074291.750000 Penalty: 3567.276123
	Iteration 30Q: 3 clusters Score -3074292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -3074303.000000 Penalty: 3567.276123
	Iteration 31Q: 3 clusters Score -3074303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3074308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -3074314.000000 Penalty: 3567.276123
	Iteration 33Q: 3 clusters Score -3074314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -3074328.000000 Penalty: 3567.276123
	Iteration 34Q: 3 clusters Score -3074328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3074331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -3074333.250000 Penalty: 3567.276123
	Iteration 36Q: 3 clusters Score -3074333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3074334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3074337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -3074341.750000 Penalty: 3567.276123
	Iteration 39Q: 3 clusters Score -3074342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -3074347.000000 Penalty: 3567.276123
	Iteration 40F: 3 clusters Score -3074347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -3074351.250000 Penalty: 3567.276123
	Iteration 41Q: 3 clusters Score -3074351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3074354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3074354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3074356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -3074362.250000 Penalty: 3567.276123
	Iteration 45Q: 3 clusters Score -3074362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3074359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3074363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3074363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3074364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3074362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3074362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3074361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
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	Iteration 53F: 3 clusters Score -3074361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 3 contains 31056 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 8 contains 21686 members 
Mstep: Class 9 contains 50416 members 
Mstep: Class 10 contains 85019 members 
Mstep: Class 12 contains 64206 members 
Mstep: Class 13 contains 2270 members 
Mstep: Class 16 contains 29046 members 
Mstep: Class 17 contains 53314 members 
Mstep: Class 18 contains 11220 members 
Mstep: Class 22 contains 58468 members 
Entering Unmasked Estep 
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Iteration 359Q: 13 clusters Score -2.083992e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 3 contains 31052 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21684 members 
Mstep: Class 9 contains 50410 members 
Mstep: Class 10 contains 85084 members 
Mstep: Class 12 contains 64199 members 
Mstep: Class 13 contains 2256 members 
Mstep: Class 16 contains 29042 members 
Mstep: Class 17 contains 53291 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 22 contains 58468 members 
Entering Unmasked Estep 
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Iteration 360F: 13 clusters Score -2.083991e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 3 contains 31051 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21681 members 
Mstep: Class 9 contains 50406 members 
Mstep: Class 10 contains 85149 members 
Mstep: Class 12 contains 64194 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 16 contains 29035 members 
Mstep: Class 17 contains 53272 members 
Mstep: Class 18 contains 11217 members 
Mstep: Class 22 contains 58467 members 
Entering Unmasked Estep 
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Iteration 361Q: 13 clusters Score -2.083996e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 3 contains 31046 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21681 members 
Mstep: Class 9 contains 50402 members 
Mstep: Class 10 contains 85211 members 
Mstep: Class 12 contains 64187 members 
Mstep: Class 13 contains 2230 members 
Mstep: Class 16 contains 29029 members 
Mstep: Class 17 contains 53252 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 22 contains 58469 members 
Entering Unmasked Estep 
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Iteration 362Q: 13 clusters Score -2.083994e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 3 contains 31043 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21678 members 
Mstep: Class 9 contains 50397 members 
Mstep: Class 10 contains 85284 members 
Mstep: Class 12 contains 64183 members 
Mstep: Class 13 contains 2208 members 
Mstep: Class 16 contains 29022 members 
Mstep: Class 17 contains 53227 members 
Mstep: Class 18 contains 11213 members 
Mstep: Class 22 contains 58472 members 
Entering Unmasked Estep 
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Iteration 363Q: 13 clusters Score -2.083993e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 3 contains 31028 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21673 members 
Mstep: Class 9 contains 50391 members 
Mstep: Class 10 contains 85369 members 
Mstep: Class 12 contains 64179 members 
Mstep: Class 13 contains 2199 members 
Mstep: Class 16 contains 29008 members 
Mstep: Class 17 contains 53202 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 22 contains 58471 members 
Entering Unmasked Estep 
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Iteration 364Q: 13 clusters Score -2.083994e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 3 contains 31017 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21669 members 
Mstep: Class 9 contains 50392 members 
Mstep: Class 10 contains 85461 members 
Mstep: Class 12 contains 64175 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 16 contains 28998 members 
Mstep: Class 17 contains 53166 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 22 contains 58463 members 
Entering Unmasked Estep 
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Iteration 365Q: 13 clusters Score -2.083994e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 3 contains 31012 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21668 members 
Mstep: Class 9 contains 50392 members 
Mstep: Class 10 contains 85537 members 
Mstep: Class 12 contains 64176 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 16 contains 28984 members 
Mstep: Class 17 contains 53137 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 22 contains 58459 members 
Entering Unmasked Estep 
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Iteration 366Q: 13 clusters Score -2.083992e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 3 contains 31005 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21667 members 
Mstep: Class 9 contains 50389 members 
Mstep: Class 10 contains 85622 members 
Mstep: Class 12 contains 64176 members 
Mstep: Class 13 contains 2162 members 
Mstep: Class 16 contains 28968 members 
Mstep: Class 17 contains 53106 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 22 contains 58452 members 
Entering Unmasked Estep 
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Iteration 367Q: 13 clusters Score -2.083995e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21661 members 
Mstep: Class 9 contains 50389 members 
Mstep: Class 10 contains 85707 members 
Mstep: Class 12 contains 64175 members 
Mstep: Class 13 contains 2151 members 
Mstep: Class 16 contains 28950 members 
Mstep: Class 17 contains 53078 members 
Mstep: Class 18 contains 11207 members 
Mstep: Class 22 contains 58448 members 
Entering Unmasked Estep 
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Iteration 368Q: 13 clusters Score -2.083991e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 3 contains 30989 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 8 contains 21656 members 
Mstep: Class 9 contains 50381 members 
Mstep: Class 10 contains 85814 members 
Mstep: Class 12 contains 64177 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 16 contains 28931 members 
Mstep: Class 17 contains 53047 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 22 contains 58441 members 
Entering Unmasked Estep 
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Iteration 369Q: 13 clusters Score -2.083994e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 3 contains 30983 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 8 contains 21656 members 
Mstep: Class 9 contains 50373 members 
Mstep: Class 10 contains 85910 members 
Mstep: Class 12 contains 64178 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 16 contains 28905 members 
Mstep: Class 17 contains 53022 members 
Mstep: Class 18 contains 11202 members 
Mstep: Class 22 contains 58436 members 
Entering Unmasked Estep 
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Iteration 370Q: 13 clusters Score -2.083989e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 3 contains 30970 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 8 contains 21655 members 
Mstep: Class 9 contains 50366 members 
Mstep: Class 10 contains 85999 members 
Mstep: Class 12 contains 64174 members 
Mstep: Class 13 contains 2128 members 
Mstep: Class 16 contains 28891 members 
Mstep: Class 17 contains 52998 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 22 contains 58430 members 
Entering Unmasked Estep 
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Iteration 371Q: 13 clusters Score -2.083989e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 3 contains 30959 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 8 contains 21656 members 
Mstep: Class 9 contains 50361 members 
Mstep: Class 10 contains 86081 members 
Mstep: Class 12 contains 64163 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 16 contains 28883 members 
Mstep: Class 17 contains 52977 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 22 contains 58422 members 
Entering Unmasked Estep 
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Iteration 372Q: 13 clusters Score -2.083988e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 3 contains 30950 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 8 contains 21654 members 
Mstep: Class 9 contains 50358 members 
Mstep: Class 10 contains 86154 members 
Mstep: Class 12 contains 64158 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 16 contains 28871 members 
Mstep: Class 17 contains 52966 members 
Mstep: Class 18 contains 11207 members 
Mstep: Class 22 contains 58415 members 
Entering Unmasked Estep 
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Iteration 373Q: 13 clusters Score -2.083994e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 3 contains 30943 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 8 contains 21652 members 
Mstep: Class 9 contains 50358 members 
Mstep: Class 10 contains 86228 members 
Mstep: Class 12 contains 64147 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 16 contains 28861 members 
Mstep: Class 17 contains 52950 members 
Mstep: Class 18 contains 11206 members 
Mstep: Class 22 contains 58410 members 
Entering Unmasked Estep 
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Iteration 374Q: 13 clusters Score -2.083989e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 3 contains 30935 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 8 contains 21649 members 
Mstep: Class 9 contains 50355 members 
Mstep: Class 10 contains 86299 members 
Mstep: Class 12 contains 64136 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 16 contains 28848 members 
Mstep: Class 17 contains 52930 members 
Mstep: Class 18 contains 11208 members 
Mstep: Class 22 contains 58407 members 
Entering Unmasked Estep 
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Iteration 375Q: 13 clusters Score -2.083989e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 3 contains 30931 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 8 contains 21642 members 
Mstep: Class 9 contains 50354 members 
Mstep: Class 10 contains 86373 members 
Mstep: Class 12 contains 64131 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 16 contains 28838 members 
Mstep: Class 17 contains 52905 members 
Mstep: Class 18 contains 11207 members 
Mstep: Class 22 contains 58406 members 
Entering Unmasked Estep 
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Iteration 376Q: 13 clusters Score -2.083989e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 3 contains 30926 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 8 contains 21636 members 
Mstep: Class 9 contains 50351 members 
Mstep: Class 10 contains 86442 members 
Mstep: Class 12 contains 64126 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 16 contains 28825 members 
Mstep: Class 17 contains 52883 members 
Mstep: Class 18 contains 11212 members 
Mstep: Class 22 contains 58404 members 
Entering Unmasked Estep 
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Iteration 377Q: 13 clusters Score -2.083989e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 3 contains 30922 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 8 contains 21628 members 
Mstep: Class 9 contains 50352 members 
Mstep: Class 10 contains 86498 members 
Mstep: Class 12 contains 64119 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 16 contains 28822 members 
Mstep: Class 17 contains 52859 members 
Mstep: Class 18 contains 11219 members 
Mstep: Class 22 contains 58399 members 
Entering Unmasked Estep 
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Iteration 378Q: 13 clusters Score -2.083993e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 3 contains 30920 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 8 contains 21620 members 
Mstep: Class 9 contains 50350 members 
Mstep: Class 10 contains 86565 members 
Mstep: Class 12 contains 64113 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 16 contains 28820 members 
Mstep: Class 17 contains 52833 members 
Mstep: Class 18 contains 11222 members 
Mstep: Class 22 contains 58388 members 
Entering Unmasked Estep 
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Iteration 379Q: 13 clusters Score -2.083992e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 3 contains 30921 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 8 contains 21615 members 
Mstep: Class 9 contains 50353 members 
Mstep: Class 10 contains 86643 members 
Mstep: Class 12 contains 64101 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 16 contains 28817 members 
Mstep: Class 17 contains 52800 members 
Mstep: Class 18 contains 11217 members 
Mstep: Class 22 contains 58381 members 
Entering Unmasked Estep 
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Iteration 380F: 13 clusters Score -2.083994e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 3 contains 30915 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 8 contains 21611 members 
Mstep: Class 9 contains 50351 members 
Mstep: Class 10 contains 86722 members 
Mstep: Class 12 contains 64091 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 16 contains 28818 members 
Mstep: Class 17 contains 52761 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 22 contains 58381 members 
Entering Unmasked Estep 
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Iteration 381Q: 13 clusters Score -2.083995e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 3 contains 30905 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 50351 members 
Mstep: Class 10 contains 86811 members 
Mstep: Class 12 contains 64081 members 
Mstep: Class 13 contains 2055 members 
Mstep: Class 16 contains 28814 members 
Mstep: Class 17 contains 52725 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 22 contains 58379 members 
Entering Unmasked Estep 
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Iteration 382Q: 13 clusters Score -2.083996e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 3 contains 30899 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21605 members 
Mstep: Class 9 contains 50345 members 
Mstep: Class 10 contains 86897 members 
Mstep: Class 12 contains 64075 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 16 contains 28807 members 
Mstep: Class 17 contains 52689 members 
Mstep: Class 18 contains 11216 members 
Mstep: Class 22 contains 58379 members 
Entering Unmasked Estep 
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Iteration 383Q: 13 clusters Score -2.083991e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 3 contains 30890 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21602 members 
Mstep: Class 9 contains 50345 members 
Mstep: Class 10 contains 86992 members 
Mstep: Class 12 contains 64077 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 16 contains 28799 members 
Mstep: Class 17 contains 52654 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 22 contains 58376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839892.000000 Penalty: 25233.794922
Iteration 384Q: 13 clusters Score -2.083989e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 3 contains 30875 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21596 members 
Mstep: Class 9 contains 50346 members 
Mstep: Class 10 contains 87084 members 
Mstep: Class 12 contains 64073 members 
Mstep: Class 13 contains 2024 members 
Mstep: Class 16 contains 28788 members 
Mstep: Class 17 contains 52640 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 22 contains 58374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839926.000000 Penalty: 25233.794922
Iteration 385Q: 13 clusters Score -2.083993e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 3 contains 30868 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21593 members 
Mstep: Class 9 contains 50343 members 
Mstep: Class 10 contains 87174 members 
Mstep: Class 12 contains 64073 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 16 contains 28781 members 
Mstep: Class 17 contains 52616 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 22 contains 58373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839944.000000 Penalty: 25233.794922
Iteration 386Q: 13 clusters Score -2.083994e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 3 contains 30857 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21587 members 
Mstep: Class 9 contains 50340 members 
Mstep: Class 10 contains 87271 members 
Mstep: Class 12 contains 64072 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 16 contains 28773 members 
Mstep: Class 17 contains 52591 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 22 contains 58367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20839996.000000 Penalty: 25233.794922
Iteration 387Q: 13 clusters Score -2.084e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 3 contains 30842 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21584 members 
Mstep: Class 9 contains 50338 members 
Mstep: Class 10 contains 87371 members 
Mstep: Class 12 contains 64065 members 
Mstep: Class 13 contains 1981 members 
Mstep: Class 16 contains 28759 members 
Mstep: Class 17 contains 52572 members 
Mstep: Class 18 contains 11189 members 
Mstep: Class 22 contains 58367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840006.000000 Penalty: 25233.794922
Iteration 388Q: 13 clusters Score -2.084001e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 3 contains 30833 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21578 members 
Mstep: Class 9 contains 50330 members 
Mstep: Class 10 contains 87479 members 
Mstep: Class 12 contains 64059 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 16 contains 28749 members 
Mstep: Class 17 contains 52548 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 22 contains 58369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840008.000000 Penalty: 25233.794922
Iteration 389Q: 13 clusters Score -2.084001e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 3 contains 30827 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21567 members 
Mstep: Class 9 contains 50322 members 
Mstep: Class 10 contains 87583 members 
Mstep: Class 12 contains 64053 members 
Mstep: Class 13 contains 1938 members 
Mstep: Class 16 contains 28741 members 
Mstep: Class 17 contains 52524 members 
Mstep: Class 18 contains 11171 members 
Mstep: Class 22 contains 58369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840012.000000 Penalty: 25233.794922
Iteration 390Q: 13 clusters Score -2.084001e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 3 contains 30818 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21561 members 
Mstep: Class 9 contains 50313 members 
Mstep: Class 10 contains 87705 members 
Mstep: Class 12 contains 64046 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 16 contains 28736 members 
Mstep: Class 17 contains 52502 members 
Mstep: Class 18 contains 11162 members 
Mstep: Class 22 contains 58365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840018.000000 Penalty: 25233.794922
Iteration 391Q: 13 clusters Score -2.084002e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 3 contains 30808 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21551 members 
Mstep: Class 9 contains 50304 members 
Mstep: Class 10 contains 87830 members 
Mstep: Class 12 contains 64042 members 
Mstep: Class 13 contains 1883 members 
Mstep: Class 16 contains 28729 members 
Mstep: Class 17 contains 52475 members 
Mstep: Class 18 contains 11157 members 
Mstep: Class 22 contains 58360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840000.000000 Penalty: 25233.794922
Iteration 392Q: 13 clusters Score -2.084e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 3 contains 30795 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21547 members 
Mstep: Class 9 contains 50295 members 
Mstep: Class 10 contains 87966 members 
Mstep: Class 12 contains 64033 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 16 contains 28716 members 
Mstep: Class 17 contains 52446 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 22 contains 58357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840102.000000 Penalty: 25233.794922
Iteration 393Q: 13 clusters Score -2.08401e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 3 contains 30779 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21544 members 
Mstep: Class 9 contains 50282 members 
Mstep: Class 10 contains 88081 members 
Mstep: Class 12 contains 64026 members 
Mstep: Class 13 contains 1832 members 
Mstep: Class 16 contains 28710 members 
Mstep: Class 17 contains 52420 members 
Mstep: Class 18 contains 11149 members 
Mstep: Class 22 contains 58356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840090.000000 Penalty: 25233.794922
Iteration 394Q: 13 clusters Score -2.084009e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 3 contains 30766 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21549 members 
Mstep: Class 9 contains 50271 members 
Mstep: Class 10 contains 88183 members 
Mstep: Class 12 contains 64019 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 16 contains 28703 members 
Mstep: Class 17 contains 52399 members 
Mstep: Class 18 contains 11145 members 
Mstep: Class 22 contains 58352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840052.000000 Penalty: 25233.794922
Iteration 395Q: 13 clusters Score -2.084005e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 3 contains 30751 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21552 members 
Mstep: Class 9 contains 50259 members 
Mstep: Class 10 contains 88276 members 
Mstep: Class 12 contains 64014 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 16 contains 28697 members 
Mstep: Class 17 contains 52379 members 
Mstep: Class 18 contains 11142 members 
Mstep: Class 22 contains 58353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840048.000000 Penalty: 25233.794922
Iteration 396Q: 13 clusters Score -2.084005e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 3 contains 30735 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 8 contains 21553 members 
Mstep: Class 9 contains 50246 members 
Mstep: Class 10 contains 88377 members 
Mstep: Class 12 contains 64011 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 16 contains 28690 members 
Mstep: Class 17 contains 52352 members 
Mstep: Class 18 contains 11136 members 
Mstep: Class 22 contains 58353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840018.000000 Penalty: 25233.794922
Iteration 397Q: 13 clusters Score -2.084002e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 3 contains 30727 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 8 contains 21555 members 
Mstep: Class 9 contains 50237 members 
Mstep: Class 10 contains 88492 members 
Mstep: Class 12 contains 64004 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 16 contains 28684 members 
Mstep: Class 17 contains 52320 members 
Mstep: Class 18 contains 11127 members 
Mstep: Class 22 contains 58347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840036.000000 Penalty: 25233.794922
Iteration 398Q: 13 clusters Score -2.084004e+07 nChanged 145
Entering ConstructFrom: 
Score: -20840036.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 1 (5197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Entering Unmasked Estep 
Score: -271952.250000 Penalty: 1390.323486
	Iteration 0F: 2 clusters Score -271952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -267831.468750 Penalty: 2780.646973
	Iteration 0F: 3 clusters Score -267831.5 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -268943.875000 Penalty: 2780.646973
	Iteration 1F: 3 clusters Score -268943.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -269093.531250 Penalty: 2780.646973
	Iteration 2F: 3 clusters Score -269093.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -269185.156250 Penalty: 2780.646973
	Iteration 3Q: 3 clusters Score -269185.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -269252.625000 Penalty: 2780.646973
	Iteration 4Q: 3 clusters Score -269252.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -269313.250000 Penalty: 2780.646973
	Iteration 5Q: 3 clusters Score -269313.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -269364.500000 Penalty: 2780.646973
	Iteration 6Q: 3 clusters Score -269364.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -269409.250000 Penalty: 2780.646973
	Iteration 7Q: 3 clusters Score -269409.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -269449.531250 Penalty: 2780.646973
	Iteration 8Q: 3 clusters Score -269449.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -269490.406250 Penalty: 2780.646973
	Iteration 9Q: 3 clusters Score -269490.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -269528.031250 Penalty: 2780.646973
	Iteration 10Q: 3 clusters Score -269528 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -269568.687500 Penalty: 2780.646973
	Iteration 11Q: 3 clusters Score -269568.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -269612.718750 Penalty: 2780.646973
	Iteration 12Q: 3 clusters Score -269612.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -269665.343750 Penalty: 2780.646973
	Iteration 13Q: 3 clusters Score -269665.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -269718.218750 Penalty: 2780.646973
	Iteration 14Q: 3 clusters Score -269718.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -269779.781250 Penalty: 2780.646973
	Iteration 15Q: 3 clusters Score -269779.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -269854.781250 Penalty: 2780.646973
	Iteration 16Q: 3 clusters Score -269854.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -269926.437500 Penalty: 2780.646973
	Iteration 17Q: 3 clusters Score -269926.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -270003.500000 Penalty: 2780.646973
	Iteration 18Q: 3 clusters Score -270003.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -270083.312500 Penalty: 2780.646973
	Iteration 19Q: 3 clusters Score -270083.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -270157.250000 Penalty: 2780.646973
	Iteration 20F: 3 clusters Score -270157.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -270210.437500 Penalty: 2780.646973
	Iteration 21Q: 3 clusters Score -270210.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -270269.125000 Penalty: 2780.646973
	Iteration 22Q: 3 clusters Score -270269.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -270329.531250 Penalty: 2780.646973
	Iteration 23Q: 3 clusters Score -270329.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -270387.468750 Penalty: 2780.646973
	Iteration 24Q: 3 clusters Score -270387.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -270449.500000 Penalty: 2780.646973
	Iteration 25Q: 3 clusters Score -270449.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -270493.812500 Penalty: 2780.646973
	Iteration 26Q: 3 clusters Score -270493.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -270544.437500 Penalty: 2780.646973
	Iteration 27Q: 3 clusters Score -270544.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -270581.406250 Penalty: 2780.646973
	Iteration 28Q: 3 clusters Score -270581.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -270621.000000 Penalty: 2780.646973
	Iteration 29Q: 3 clusters Score -270621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -270657.437500 Penalty: 2780.646973
	Iteration 30Q: 3 clusters Score -270657.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -270685.000000 Penalty: 2780.646973
	Iteration 31Q: 3 clusters Score -270685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -270699.781250 Penalty: 2780.646973
	Iteration 32Q: 3 clusters Score -270699.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -270713.156250 Penalty: 2780.646973
	Iteration 33Q: 3 clusters Score -270713.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -270723.343750 Penalty: 2780.646973
	Iteration 34Q: 3 clusters Score -270723.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -270734.593750 Penalty: 2780.646973
	Iteration 35Q: 3 clusters Score -270734.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -270742.718750 Penalty: 2780.646973
	Iteration 36Q: 3 clusters Score -270742.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -270752.875000 Penalty: 2780.646973
	Iteration 37Q: 3 clusters Score -270752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -270755.187500 Penalty: 2780.646973
	Iteration 38Q: 3 clusters Score -270755.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -270758.031250 Penalty: 2780.646973
	Iteration 39Q: 3 clusters Score -270758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -270758.906250 Penalty: 2780.646973
	Iteration 40F: 3 clusters Score -270758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -270761.250000 Penalty: 2780.646973
	Iteration 41Q: 3 clusters Score -270761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -270762.562500 Penalty: 2780.646973
	Iteration 42Q: 3 clusters Score -270762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -270763.281250 Penalty: 2780.646973
	Iteration 43Q: 3 clusters Score -270763.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -270763.281250 Penalty: 2780.646973
	Iteration 44F: 3 clusters Score -270763.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Entering Unmasked Estep 
Score: -1608778.125000 Penalty: 1679.048218
	Iteration 0F: 2 clusters Score -1608778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1588042.000000 Penalty: 3358.096436
	Iteration 0F: 3 clusters Score -1588042 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1595705.875000 Penalty: 3358.096436
	Iteration 1F: 3 clusters Score -1595706 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1596234.625000 Penalty: 3358.096436
	Iteration 2Q: 3 clusters Score -1596235 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1596932.125000 Penalty: 3358.096436
	Iteration 3Q: 3 clusters Score -1596932 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1597752.500000 Penalty: 3358.096436
	Iteration 4Q: 3 clusters Score -1597752 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1598769.625000 Penalty: 3358.096436
	Iteration 5F: 3 clusters Score -1598770 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1599956.250000 Penalty: 3358.096436
	Iteration 6F: 3 clusters Score -1599956 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1601281.750000 Penalty: 3358.096436
	Iteration 7F: 3 clusters Score -1601282 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1602694.250000 Penalty: 3358.096436
	Iteration 8F: 3 clusters Score -1602694 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1604035.375000 Penalty: 3358.096436
	Iteration 9F: 3 clusters Score -1604035 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1605200.000000 Penalty: 3358.096436
	Iteration 10Q: 3 clusters Score -1605200 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1605986.000000 Penalty: 3358.096436
	Iteration 11Q: 3 clusters Score -1605986 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1606525.500000 Penalty: 3358.096436
	Iteration 12Q: 3 clusters Score -1606526 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1606853.125000 Penalty: 3358.096436
	Iteration 13Q: 3 clusters Score -1606853 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1607020.750000 Penalty: 3358.096436
	Iteration 14Q: 3 clusters Score -1607021 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1607130.625000 Penalty: 3358.096436
	Iteration 15Q: 3 clusters Score -1607131 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1607190.250000 Penalty: 3358.096436
	Iteration 16Q: 3 clusters Score -1607190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1607229.000000 Penalty: 3358.096436
	Iteration 17Q: 3 clusters Score -1607229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1607257.375000 Penalty: 3358.096436
	Iteration 18Q: 3 clusters Score -1607257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1607271.250000 Penalty: 3358.096436
	Iteration 19Q: 3 clusters Score -1607271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1607282.375000 Penalty: 3358.096436
	Iteration 20F: 3 clusters Score -1607282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1607285.750000 Penalty: 3358.096436
	Iteration 21Q: 3 clusters Score -1607286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1607288.875000 Penalty: 3358.096436
	Iteration 22Q: 3 clusters Score -1607289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1607292.750000 Penalty: 3358.096436
	Iteration 23Q: 3 clusters Score -1607293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1607295.375000 Penalty: 3358.096436
	Iteration 24Q: 3 clusters Score -1607295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1607300.250000 Penalty: 3358.096436
	Iteration 25Q: 3 clusters Score -1607300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1607303.125000 Penalty: 3358.096436
	Iteration 26Q: 3 clusters Score -1607303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1607303.750000 Penalty: 3358.096436
	Iteration 27Q: 3 clusters Score -1607304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1607303.625000 Penalty: 3358.096436
	Iteration 28Q: 3 clusters Score -1607304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1607302.625000 Penalty: 3358.096436
	Iteration 29Q: 3 clusters Score -1607303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1607303.500000 Penalty: 3358.096436
	Iteration 30Q: 3 clusters Score -1607304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1607304.250000 Penalty: 3358.096436
	Iteration 31Q: 3 clusters Score -1607304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1607304.250000 Penalty: 3358.096436
	Iteration 32F: 3 clusters Score -1607304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -227196.640625 Penalty: 1362.382202
	Iteration 0F: 2 clusters Score -227196.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -223584.375000 Penalty: 2724.764404
	Iteration 0F: 3 clusters Score -223584.4 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -224581.984375 Penalty: 2724.764404
	Iteration 1F: 3 clusters Score -224582 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -224728.953125 Penalty: 2724.764404
	Iteration 2F: 3 clusters Score -224729 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -224839.125000 Penalty: 2724.764404
	Iteration 3Q: 3 clusters Score -224839.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -224939.718750 Penalty: 2724.764404
	Iteration 4Q: 3 clusters Score -224939.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -225036.281250 Penalty: 2724.764404
	Iteration 5Q: 3 clusters Score -225036.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -225130.578125 Penalty: 2724.764404
	Iteration 6Q: 3 clusters Score -225130.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -225235.281250 Penalty: 2724.764404
	Iteration 7Q: 3 clusters Score -225235.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -225322.000000 Penalty: 2724.764404
	Iteration 8Q: 3 clusters Score -225322 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -225399.375000 Penalty: 2724.764404
	Iteration 9Q: 3 clusters Score -225399.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -225475.171875 Penalty: 2724.764404
	Iteration 10Q: 3 clusters Score -225475.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -225553.437500 Penalty: 2724.764404
	Iteration 11Q: 3 clusters Score -225553.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -225605.593750 Penalty: 2724.764404
	Iteration 12Q: 3 clusters Score -225605.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -225659.625000 Penalty: 2724.764404
	Iteration 13Q: 3 clusters Score -225659.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -225712.140625 Penalty: 2724.764404
	Iteration 14Q: 3 clusters Score -225712.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -225760.812500 Penalty: 2724.764404
	Iteration 15Q: 3 clusters Score -225760.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -225797.515625 Penalty: 2724.764404
	Iteration 16Q: 3 clusters Score -225797.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -225836.500000 Penalty: 2724.764404
	Iteration 17Q: 3 clusters Score -225836.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -225873.656250 Penalty: 2724.764404
	Iteration 18Q: 3 clusters Score -225873.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -225912.171875 Penalty: 2724.764404
	Iteration 19Q: 3 clusters Score -225912.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -225942.687500 Penalty: 2724.764404
	Iteration 20F: 3 clusters Score -225942.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -225961.546875 Penalty: 2724.764404
	Iteration 21Q: 3 clusters Score -225961.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -225975.250000 Penalty: 2724.764404
	Iteration 22Q: 3 clusters Score -225975.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -225985.468750 Penalty: 2724.764404
	Iteration 23Q: 3 clusters Score -225985.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -225993.437500 Penalty: 2724.764404
	Iteration 24Q: 3 clusters Score -225993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -225999.312500 Penalty: 2724.764404
	Iteration 25Q: 3 clusters Score -225999.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -226002.281250 Penalty: 2724.764404
	Iteration 26Q: 3 clusters Score -226002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -226005.203125 Penalty: 2724.764404
	Iteration 27Q: 3 clusters Score -226005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -226009.187500 Penalty: 2724.764404
	Iteration 28Q: 3 clusters Score -226009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -226013.765625 Penalty: 2724.764404
	Iteration 29Q: 3 clusters Score -226013.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -226017.078125 Penalty: 2724.764404
	Iteration 30Q: 3 clusters Score -226017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -226019.109375 Penalty: 2724.764404
	Iteration 31Q: 3 clusters Score -226019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -226021.812500 Penalty: 2724.764404
	Iteration 32Q: 3 clusters Score -226021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -226025.359375 Penalty: 2724.764404
	Iteration 33Q: 3 clusters Score -226025.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -226027.453125 Penalty: 2724.764404
	Iteration 34Q: 3 clusters Score -226027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -226027.750000 Penalty: 2724.764404
	Iteration 35Q: 3 clusters Score -226027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -226028.343750 Penalty: 2724.764404
	Iteration 36Q: 3 clusters Score -226028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -226029.375000 Penalty: 2724.764404
	Iteration 37Q: 3 clusters Score -226029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -226029.484375 Penalty: 2724.764404
	Iteration 38Q: 3 clusters Score -226029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -226029.484375 Penalty: 2724.764404
	Iteration 39F: 3 clusters Score -226029.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Entering Unmasked Estep 
Score: -1145365.250000 Penalty: 1621.499023
	Iteration 0F: 2 clusters Score -1145365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1130703.375000 Penalty: 3242.998047
	Iteration 0F: 3 clusters Score -1130703 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1136136.875000 Penalty: 3242.998047
	Iteration 1F: 3 clusters Score -1136137 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1136540.625000 Penalty: 3242.998047
	Iteration 2F: 3 clusters Score -1136541 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1136974.750000 Penalty: 3242.998047
	Iteration 3Q: 3 clusters Score -1136975 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1137506.000000 Penalty: 3242.998047
	Iteration 4Q: 3 clusters Score -1137506 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1138247.750000 Penalty: 3242.998047
	Iteration 5F: 3 clusters Score -1138248 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1139171.125000 Penalty: 3242.998047
	Iteration 6F: 3 clusters Score -1139171 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1140188.625000 Penalty: 3242.998047
	Iteration 7F: 3 clusters Score -1140189 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1141177.750000 Penalty: 3242.998047
	Iteration 8F: 3 clusters Score -1141178 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1141970.125000 Penalty: 3242.998047
	Iteration 9Q: 3 clusters Score -1141970 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1142553.250000 Penalty: 3242.998047
	Iteration 10Q: 3 clusters Score -1142553 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1142948.250000 Penalty: 3242.998047
	Iteration 11Q: 3 clusters Score -1142948 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1143207.750000 Penalty: 3242.998047
	Iteration 12Q: 3 clusters Score -1143208 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1143371.125000 Penalty: 3242.998047
	Iteration 13Q: 3 clusters Score -1143371 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1143490.750000 Penalty: 3242.998047
	Iteration 14Q: 3 clusters Score -1143491 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1143586.375000 Penalty: 3242.998047
	Iteration 15Q: 3 clusters Score -1143586 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1143677.750000 Penalty: 3242.998047
	Iteration 16Q: 3 clusters Score -1143678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1143760.000000 Penalty: 3242.998047
	Iteration 17Q: 3 clusters Score -1143760 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1143818.625000 Penalty: 3242.998047
	Iteration 18Q: 3 clusters Score -1143819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1143859.250000 Penalty: 3242.998047
	Iteration 19Q: 3 clusters Score -1143859 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1143888.375000 Penalty: 3242.998047
	Iteration 20F: 3 clusters Score -1143888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1143912.000000 Penalty: 3242.998047
	Iteration 21Q: 3 clusters Score -1143912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1143937.500000 Penalty: 3242.998047
	Iteration 22Q: 3 clusters Score -1143938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1143949.750000 Penalty: 3242.998047
	Iteration 23Q: 3 clusters Score -1143950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1143962.625000 Penalty: 3242.998047
	Iteration 24Q: 3 clusters Score -1143963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1143971.250000 Penalty: 3242.998047
	Iteration 25Q: 3 clusters Score -1143971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1143977.250000 Penalty: 3242.998047
	Iteration 26Q: 3 clusters Score -1143977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1143986.750000 Penalty: 3242.998047
	Iteration 27Q: 3 clusters Score -1143987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1143999.375000 Penalty: 3242.998047
	Iteration 28Q: 3 clusters Score -1143999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1144007.750000 Penalty: 3242.998047
	Iteration 29Q: 3 clusters Score -1144008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1144012.750000 Penalty: 3242.998047
	Iteration 30Q: 3 clusters Score -1144013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1144023.375000 Penalty: 3242.998047
	Iteration 31Q: 3 clusters Score -1144023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1144029.250000 Penalty: 3242.998047
	Iteration 32Q: 3 clusters Score -1144029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1144030.750000 Penalty: 3242.998047
	Iteration 33Q: 3 clusters Score -1144031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1144032.125000 Penalty: 3242.998047
	Iteration 34Q: 3 clusters Score -1144032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1144032.000000 Penalty: 3242.998047
	Iteration 35Q: 3 clusters Score -1144032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1144035.250000 Penalty: 3242.998047
	Iteration 36Q: 3 clusters Score -1144035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1144037.875000 Penalty: 3242.998047
	Iteration 37Q: 3 clusters Score -1144038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1144040.125000 Penalty: 3242.998047
	Iteration 38Q: 3 clusters Score -1144040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1144043.875000 Penalty: 3242.998047
	Iteration 39Q: 3 clusters Score -1144044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1144044.125000 Penalty: 3242.998047
	Iteration 40F: 3 clusters Score -1144044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1144042.625000 Penalty: 3242.998047
	Iteration 41Q: 3 clusters Score -1144043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1144042.625000 Penalty: 3242.998047
	Iteration 42F: 3 clusters Score -1144043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Entering Unmasked Estep 
Score: -2653501.500000 Penalty: 1758.953247
	Iteration 0F: 2 clusters Score -2653502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2619817.500000 Penalty: 3517.906494
	Iteration 0F: 3 clusters Score -2619818 nChanged 23543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2633232.500000 Penalty: 3517.906494
	Iteration 1F: 3 clusters Score -2633232 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2633911.000000 Penalty: 3517.906494
	Iteration 2Q: 3 clusters Score -2633911 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2634929.000000 Penalty: 3517.906494
	Iteration 3Q: 3 clusters Score -2634929 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2636534.500000 Penalty: 3517.906494
	Iteration 4F: 3 clusters Score -2636534 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2639056.250000 Penalty: 3517.906494
	Iteration 5F: 3 clusters Score -2639056 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2642706.750000 Penalty: 3517.906494
	Iteration 6F: 3 clusters Score -2642707 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2646614.000000 Penalty: 3517.906494
	Iteration 7F: 3 clusters Score -2646614 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2649482.750000 Penalty: 3517.906494
	Iteration 8F: 3 clusters Score -2649483 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2650888.750000 Penalty: 3517.906494
	Iteration 9Q: 3 clusters Score -2650889 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2651478.500000 Penalty: 3517.906494
	Iteration 10Q: 3 clusters Score -2651478 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2651738.750000 Penalty: 3517.906494
	Iteration 11Q: 3 clusters Score -2651739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2651838.750000 Penalty: 3517.906494
	Iteration 12Q: 3 clusters Score -2651839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2651886.750000 Penalty: 3517.906494
	Iteration 13Q: 3 clusters Score -2651887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2651919.500000 Penalty: 3517.906494
	Iteration 14Q: 3 clusters Score -2651920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2651935.750000 Penalty: 3517.906494
	Iteration 15Q: 3 clusters Score -2651936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2651943.250000 Penalty: 3517.906494
	Iteration 16Q: 3 clusters Score -2651943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2651946.500000 Penalty: 3517.906494
	Iteration 17Q: 3 clusters Score -2651946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2651952.250000 Penalty: 3517.906494
	Iteration 18Q: 3 clusters Score -2651952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2651956.250000 Penalty: 3517.906494
	Iteration 19Q: 3 clusters Score -2651956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2651956.250000 Penalty: 3517.906494
	Iteration 20F: 3 clusters Score -2651956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (88588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Entering Unmasked Estep 
Score: -4562542.000000 Penalty: 1851.159546
	Iteration 0F: 2 clusters Score -4562542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -4503262.000000 Penalty: 3702.319092
	Iteration 0F: 3 clusters Score -4503262 nChanged 42270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -4527781.000000 Penalty: 3702.319092
	Iteration 1F: 3 clusters Score -4527781 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -4528477.500000 Penalty: 3702.319092
	Iteration 2Q: 3 clusters Score -4528478 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -4529544.000000 Penalty: 3702.319092
	Iteration 3Q: 3 clusters Score -4529544 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -4531353.000000 Penalty: 3702.319092
	Iteration 4Q: 3 clusters Score -4531353 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -4534673.000000 Penalty: 3702.319092
	Iteration 5F: 3 clusters Score -4534673 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -4539941.000000 Penalty: 3702.319092
	Iteration 6F: 3 clusters Score -4539941 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -4546246.500000 Penalty: 3702.319092
	Iteration 7F: 3 clusters Score -4546246 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -4552081.500000 Penalty: 3702.319092
	Iteration 8F: 3 clusters Score -4552082 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
Score: -4556213.500000 Penalty: 3702.319092
	Iteration 9F: 3 clusters Score -4556214 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
Score: -4558512.500000 Penalty: 3702.319092
	Iteration 10Q: 3 clusters Score -4558512 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -4559815.000000 Penalty: 3702.319092
	Iteration 11Q: 3 clusters Score -4559815 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 87878 members 
Entering Unmasked Estep 
Score: -4560386.500000 Penalty: 3702.319092
	Iteration 12Q: 3 clusters Score -4560386 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -4560647.000000 Penalty: 3702.319092
	Iteration 13Q: 3 clusters Score -4560647 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -4560773.000000 Penalty: 3702.319092
	Iteration 14Q: 3 clusters Score -4560773 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -4560846.500000 Penalty: 3702.319092
	Iteration 15Q: 3 clusters Score -4560846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 88364 members 
Entering Unmasked Estep 
Score: -4560901.000000 Penalty: 3702.319092
	Iteration 16Q: 3 clusters Score -4560901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 88380 members 
Entering Unmasked Estep 
Score: -4560923.500000 Penalty: 3702.319092
	Iteration 17Q: 3 clusters Score -4560924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -4560938.000000 Penalty: 3702.319092
	Iteration 18Q: 3 clusters Score -4560938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 88392 members 
Entering Unmasked Estep 
Score: -4560942.500000 Penalty: 3702.319092
	Iteration 19Q: 3 clusters Score -4560942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -4560951.500000 Penalty: 3702.319092
	Iteration 20F: 3 clusters Score -4560952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -4560955.000000 Penalty: 3702.319092
	Iteration 21Q: 3 clusters Score -4560955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 88398 members 
Entering Unmasked Estep 
Score: -4560963.000000 Penalty: 3702.319092
	Iteration 22Q: 3 clusters Score -4560963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -4560963.000000 Penalty: 3702.319092
	Iteration 23Q: 3 clusters Score -4560963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 88401 members 
Entering Unmasked Estep 
Score: -4560963.500000 Penalty: 3702.319092
	Iteration 24Q: 3 clusters Score -4560964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 88402 members 
Entering Unmasked Estep 
Score: -4560963.500000 Penalty: 3702.319092
	Iteration 25Q: 3 clusters Score -4560964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 88402 members 
Entering Unmasked Estep 
Score: -4560963.500000 Penalty: 3702.319092
	Iteration 26F: 3 clusters Score -4560964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Entering Unmasked Estep 
Score: -3348759.000000 Penalty: 1798.323730
	Iteration 0F: 2 clusters Score -3348759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -3305947.000000 Penalty: 3596.647461
	Iteration 0F: 3 clusters Score -3305947 nChanged 30327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -3322928.500000 Penalty: 3596.647461
	Iteration 1F: 3 clusters Score -3322928 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -3323372.500000 Penalty: 3596.647461
	Iteration 2Q: 3 clusters Score -3323372 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -3323908.000000 Penalty: 3596.647461
	Iteration 3Q: 3 clusters Score -3323908 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -3324765.750000 Penalty: 3596.647461
	Iteration 4Q: 3 clusters Score -3324766 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -3326212.500000 Penalty: 3596.647461
	Iteration 5Q: 3 clusters Score -3326212 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -3329014.000000 Penalty: 3596.647461
	Iteration 6F: 3 clusters Score -3329014 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -3333525.500000 Penalty: 3596.647461
	Iteration 7F: 3 clusters Score -3333526 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -3339327.250000 Penalty: 3596.647461
	Iteration 8F: 3 clusters Score -3339327 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -3343957.250000 Penalty: 3596.647461
	Iteration 9F: 3 clusters Score -3343957 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -3346126.250000 Penalty: 3596.647461
	Iteration 10Q: 3 clusters Score -3346126 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -3346846.750000 Penalty: 3596.647461
	Iteration 11Q: 3 clusters Score -3346847 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -3347048.500000 Penalty: 3596.647461
	Iteration 12Q: 3 clusters Score -3347048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -3347117.500000 Penalty: 3596.647461
	Iteration 13Q: 3 clusters Score -3347118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -3347162.000000 Penalty: 3596.647461
	Iteration 14Q: 3 clusters Score -3347162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -3347184.750000 Penalty: 3596.647461
	Iteration 15Q: 3 clusters Score -3347185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -3347196.000000 Penalty: 3596.647461
	Iteration 16Q: 3 clusters Score -3347196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -3347202.750000 Penalty: 3596.647461
	Iteration 17Q: 3 clusters Score -3347203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -3347206.500000 Penalty: 3596.647461
	Iteration 18Q: 3 clusters Score -3347206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -3347210.500000 Penalty: 3596.647461
	Iteration 19Q: 3 clusters Score -3347210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -3347211.750000 Penalty: 3596.647461
	Iteration 20F: 3 clusters Score -3347212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -3347212.500000 Penalty: 3596.647461
	Iteration 21Q: 3 clusters Score -3347212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -3347212.500000 Penalty: 3596.647461
	Iteration 22F: 3 clusters Score -3347212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -95180.835938 Penalty: 1210.543457
	Iteration 0F: 2 clusters Score -95180.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -93230.757812 Penalty: 2421.086914
	Iteration 0F: 3 clusters Score -93230.76 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -93619.234375 Penalty: 2421.086914
	Iteration 1F: 3 clusters Score -93619.23 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -93712.789062 Penalty: 2421.086914
	Iteration 2F: 3 clusters Score -93712.79 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -93772.804688 Penalty: 2421.086914
	Iteration 3Q: 3 clusters Score -93772.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -93808.421875 Penalty: 2421.086914
	Iteration 4Q: 3 clusters Score -93808.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -93823.359375 Penalty: 2421.086914
	Iteration 5Q: 3 clusters Score -93823.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -93834.437500 Penalty: 2421.086914
	Iteration 6Q: 3 clusters Score -93834.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -93844.093750 Penalty: 2421.086914
	Iteration 7Q: 3 clusters Score -93844.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -93855.171875 Penalty: 2421.086914
	Iteration 8Q: 3 clusters Score -93855.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -93859.968750 Penalty: 2421.086914
	Iteration 9Q: 3 clusters Score -93859.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -93864.726562 Penalty: 2421.086914
	Iteration 10Q: 3 clusters Score -93864.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -93868.593750 Penalty: 2421.086914
	Iteration 11Q: 3 clusters Score -93868.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -93871.953125 Penalty: 2421.086914
	Iteration 12Q: 3 clusters Score -93871.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -93875.976562 Penalty: 2421.086914
	Iteration 13Q: 3 clusters Score -93875.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -93877.976562 Penalty: 2421.086914
	Iteration 14Q: 3 clusters Score -93877.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -93878.351562 Penalty: 2421.086914
	Iteration 15Q: 3 clusters Score -93878.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -93878.523438 Penalty: 2421.086914
	Iteration 16Q: 3 clusters Score -93878.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -93879.304688 Penalty: 2421.086914
	Iteration 17Q: 3 clusters Score -93879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -93881.570312 Penalty: 2421.086914
	Iteration 18Q: 3 clusters Score -93881.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -93883.820312 Penalty: 2421.086914
	Iteration 19Q: 3 clusters Score -93883.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -93884.718750 Penalty: 2421.086914
	Iteration 20F: 3 clusters Score -93884.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -93885.750000 Penalty: 2421.086914
	Iteration 21Q: 3 clusters Score -93885.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -93887.195312 Penalty: 2421.086914
	Iteration 22Q: 3 clusters Score -93887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -93888.390625 Penalty: 2421.086914
	Iteration 23Q: 3 clusters Score -93888.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -93889.531250 Penalty: 2421.086914
	Iteration 24Q: 3 clusters Score -93889.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -93889.820312 Penalty: 2421.086914
	Iteration 25Q: 3 clusters Score -93889.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -93890.914062 Penalty: 2421.086914
	Iteration 26Q: 3 clusters Score -93890.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -93890.914062 Penalty: 2421.086914
	Iteration 27F: 3 clusters Score -93890.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Entering Unmasked Estep 
Score: -1510224.000000 Penalty: 1667.887085
	Iteration 0F: 2 clusters Score -1510224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1490782.625000 Penalty: 3335.774170
	Iteration 0F: 3 clusters Score -1490783 nChanged 13251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1498226.000000 Penalty: 3335.774170
	Iteration 1F: 3 clusters Score -1498226 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1498605.250000 Penalty: 3335.774170
	Iteration 2Q: 3 clusters Score -1498605 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1498959.500000 Penalty: 3335.774170
	Iteration 3Q: 3 clusters Score -1498960 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1499282.000000 Penalty: 3335.774170
	Iteration 4Q: 3 clusters Score -1499282 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1499603.750000 Penalty: 3335.774170
	Iteration 5Q: 3 clusters Score -1499604 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1499954.375000 Penalty: 3335.774170
	Iteration 6Q: 3 clusters Score -1499954 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1500368.625000 Penalty: 3335.774170
	Iteration 7Q: 3 clusters Score -1500369 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1500927.375000 Penalty: 3335.774170
	Iteration 8Q: 3 clusters Score -1500927 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1501612.500000 Penalty: 3335.774170
	Iteration 9Q: 3 clusters Score -1501612 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1502563.125000 Penalty: 3335.774170
	Iteration 10F: 3 clusters Score -1502563 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1503842.125000 Penalty: 3335.774170
	Iteration 11F: 3 clusters Score -1503842 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1504996.000000 Penalty: 3335.774170
	Iteration 12F: 3 clusters Score -1504996 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1505598.875000 Penalty: 3335.774170
	Iteration 13Q: 3 clusters Score -1505599 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1505830.750000 Penalty: 3335.774170
	Iteration 14Q: 3 clusters Score -1505831 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1505940.625000 Penalty: 3335.774170
	Iteration 15Q: 3 clusters Score -1505941 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1506025.750000 Penalty: 3335.774170
	Iteration 16Q: 3 clusters Score -1506026 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1506080.250000 Penalty: 3335.774170
	Iteration 17Q: 3 clusters Score -1506080 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1506125.125000 Penalty: 3335.774170
	Iteration 18Q: 3 clusters Score -1506125 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1506159.500000 Penalty: 3335.774170
	Iteration 19Q: 3 clusters Score -1506160 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -1506192.250000 Penalty: 3335.774170
	Iteration 20F: 3 clusters Score -1506192 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1506242.625000 Penalty: 3335.774170
	Iteration 21Q: 3 clusters Score -1506243 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -1506275.000000 Penalty: 3335.774170
	Iteration 22Q: 3 clusters Score -1506275 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1506307.125000 Penalty: 3335.774170
	Iteration 23Q: 3 clusters Score -1506307 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -1506346.000000 Penalty: 3335.774170
	Iteration 24Q: 3 clusters Score -1506346 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -1506386.625000 Penalty: 3335.774170
	Iteration 25Q: 3 clusters Score -1506387 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -1506420.375000 Penalty: 3335.774170
	Iteration 26Q: 3 clusters Score -1506420 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -1506454.375000 Penalty: 3335.774170
	Iteration 27Q: 3 clusters Score -1506454 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -1506491.125000 Penalty: 3335.774170
	Iteration 28Q: 3 clusters Score -1506491 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -1506534.375000 Penalty: 3335.774170
	Iteration 29Q: 3 clusters Score -1506534 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -1506572.000000 Penalty: 3335.774170
	Iteration 30Q: 3 clusters Score -1506572 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -1506598.125000 Penalty: 3335.774170
	Iteration 31Q: 3 clusters Score -1506598 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -1506619.750000 Penalty: 3335.774170
	Iteration 32Q: 3 clusters Score -1506620 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -1506659.000000 Penalty: 3335.774170
	Iteration 33Q: 3 clusters Score -1506659 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -1506699.125000 Penalty: 3335.774170
	Iteration 34Q: 3 clusters Score -1506699 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -1506735.625000 Penalty: 3335.774170
	Iteration 35Q: 3 clusters Score -1506736 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -1506774.875000 Penalty: 3335.774170
	Iteration 36Q: 3 clusters Score -1506775 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -1506816.500000 Penalty: 3335.774170
	Iteration 37Q: 3 clusters Score -1506816 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -1506858.125000 Penalty: 3335.774170
	Iteration 38Q: 3 clusters Score -1506858 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -1506906.625000 Penalty: 3335.774170
	Iteration 39Q: 3 clusters Score -1506907 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -1506963.625000 Penalty: 3335.774170
	Iteration 40F: 3 clusters Score -1506964 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -1507031.125000 Penalty: 3335.774170
	Iteration 41Q: 3 clusters Score -1507031 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -1507113.000000 Penalty: 3335.774170
	Iteration 42Q: 3 clusters Score -1507113 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -1507195.125000 Penalty: 3335.774170
	Iteration 43Q: 3 clusters Score -1507195 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -1507270.875000 Penalty: 3335.774170
	Iteration 44Q: 3 clusters Score -1507271 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -1507355.625000 Penalty: 3335.774170
	Iteration 45Q: 3 clusters Score -1507356 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -1507427.375000 Penalty: 3335.774170
	Iteration 46Q: 3 clusters Score -1507427 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -1507499.500000 Penalty: 3335.774170
	Iteration 47Q: 3 clusters Score -1507500 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -1507562.250000 Penalty: 3335.774170
	Iteration 48Q: 3 clusters Score -1507562 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -1507616.750000 Penalty: 3335.774170
	Iteration 49Q: 3 clusters Score -1507617 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -1507665.750000 Penalty: 3335.774170
	Iteration 50Q: 3 clusters Score -1507666 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -1507709.625000 Penalty: 3335.774170
	Iteration 51Q: 3 clusters Score -1507710 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -1507762.875000 Penalty: 3335.774170
	Iteration 52Q: 3 clusters Score -1507763 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -1507815.750000 Penalty: 3335.774170
	Iteration 53Q: 3 clusters Score -1507816 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -1507866.000000 Penalty: 3335.774170
	Iteration 54Q: 3 clusters Score -1507866 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -1507921.000000 Penalty: 3335.774170
	Iteration 55Q: 3 clusters Score -1507921 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -1507976.625000 Penalty: 3335.774170
	Iteration 56Q: 3 clusters Score -1507977 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -1508029.625000 Penalty: 3335.774170
	Iteration 57Q: 3 clusters Score -1508030 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -1508069.750000 Penalty: 3335.774170
	Iteration 58Q: 3 clusters Score -1508070 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -1508114.750000 Penalty: 3335.774170
	Iteration 59Q: 3 clusters Score -1508115 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -1508153.500000 Penalty: 3335.774170
	Iteration 60F: 3 clusters Score -1508154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -1508211.375000 Penalty: 3335.774170
	Iteration 61Q: 3 clusters Score -1508211 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -1508257.875000 Penalty: 3335.774170
	Iteration 62Q: 3 clusters Score -1508258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -1508298.125000 Penalty: 3335.774170
	Iteration 63Q: 3 clusters Score -1508298 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -1508340.375000 Penalty: 3335.774170
	Iteration 64Q: 3 clusters Score -1508340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -1508383.875000 Penalty: 3335.774170
	Iteration 65Q: 3 clusters Score -1508384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -1508413.625000 Penalty: 3335.774170
	Iteration 66Q: 3 clusters Score -1508414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -1508452.375000 Penalty: 3335.774170
	Iteration 67Q: 3 clusters Score -1508452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -1508487.750000 Penalty: 3335.774170
	Iteration 68Q: 3 clusters Score -1508488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -1508518.750000 Penalty: 3335.774170
	Iteration 69Q: 3 clusters Score -1508519 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -1508553.875000 Penalty: 3335.774170
	Iteration 70Q: 3 clusters Score -1508554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -1508587.125000 Penalty: 3335.774170
	Iteration 71Q: 3 clusters Score -1508587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -1508619.375000 Penalty: 3335.774170
	Iteration 72Q: 3 clusters Score -1508619 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -1508660.000000 Penalty: 3335.774170
	Iteration 73Q: 3 clusters Score -1508660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -1508675.500000 Penalty: 3335.774170
	Iteration 74Q: 3 clusters Score -1508676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -1508688.625000 Penalty: 3335.774170
	Iteration 75Q: 3 clusters Score -1508689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -1508706.500000 Penalty: 3335.774170
	Iteration 76Q: 3 clusters Score -1508706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -1508718.250000 Penalty: 3335.774170
	Iteration 77Q: 3 clusters Score -1508718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -1508730.375000 Penalty: 3335.774170
	Iteration 78Q: 3 clusters Score -1508730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -1508737.375000 Penalty: 3335.774170
	Iteration 79Q: 3 clusters Score -1508737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -1508746.375000 Penalty: 3335.774170
	Iteration 80F: 3 clusters Score -1508746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -1508753.750000 Penalty: 3335.774170
	Iteration 81Q: 3 clusters Score -1508754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -1508763.375000 Penalty: 3335.774170
	Iteration 82Q: 3 clusters Score -1508763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -1508769.625000 Penalty: 3335.774170
	Iteration 83Q: 3 clusters Score -1508770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -1508770.750000 Penalty: 3335.774170
	Iteration 84Q: 3 clusters Score -1508771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -1508778.125000 Penalty: 3335.774170
	Iteration 85Q: 3 clusters Score -1508778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -1508781.375000 Penalty: 3335.774170
	Iteration 86Q: 3 clusters Score -1508781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -1508785.750000 Penalty: 3335.774170
	Iteration 87Q: 3 clusters Score -1508786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -1508789.750000 Penalty: 3335.774170
	Iteration 88Q: 3 clusters Score -1508790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -1508793.250000 Penalty: 3335.774170
	Iteration 89Q: 3 clusters Score -1508793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -1508797.500000 Penalty: 3335.774170
	Iteration 90Q: 3 clusters Score -1508798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -1508798.750000 Penalty: 3335.774170
	Iteration 91Q: 3 clusters Score -1508799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -1508799.500000 Penalty: 3335.774170
	Iteration 92Q: 3 clusters Score -1508800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -1508800.000000 Penalty: 3335.774170
	Iteration 93Q: 3 clusters Score -1508800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -1508803.875000 Penalty: 3335.774170
	Iteration 94Q: 3 clusters Score -1508804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -1508805.625000 Penalty: 3335.774170
	Iteration 95Q: 3 clusters Score -1508806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -1508808.500000 Penalty: 3335.774170
	Iteration 96Q: 3 clusters Score -1508808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -1508808.875000 Penalty: 3335.774170
	Iteration 97Q: 3 clusters Score -1508809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -1508808.875000 Penalty: 3335.774170
	Iteration 98Q: 3 clusters Score -1508809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -1508810.625000 Penalty: 3335.774170
	Iteration 99Q: 3 clusters Score -1508811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -1508813.250000 Penalty: 3335.774170
	Iteration 100F: 3 clusters Score -1508813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -1508815.625000 Penalty: 3335.774170
	Iteration 101Q: 3 clusters Score -1508816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -1508821.000000 Penalty: 3335.774170
	Iteration 102Q: 3 clusters Score -1508821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -1508825.000000 Penalty: 3335.774170
	Iteration 103Q: 3 clusters Score -1508825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -1508824.500000 Penalty: 3335.774170
	Iteration 104Q: 3 clusters Score -1508824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -1508824.750000 Penalty: 3335.774170
	Iteration 105Q: 3 clusters Score -1508825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -1508824.750000 Penalty: 3335.774170
	Iteration 106F: 3 clusters Score -1508825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Entering Unmasked Estep 
Score: -2711439.500000 Penalty: 1765.497192
	Iteration 0F: 2 clusters Score -2711440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -2676374.000000 Penalty: 3530.994385
	Iteration 0F: 3 clusters Score -2676374 nChanged 24676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -2690638.750000 Penalty: 3530.994385
	Iteration 1F: 3 clusters Score -2690639 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -2691491.750000 Penalty: 3530.994385
	Iteration 2Q: 3 clusters Score -2691492 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -2692601.500000 Penalty: 3530.994385
	Iteration 3Q: 3 clusters Score -2692602 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -2694132.750000 Penalty: 3530.994385
	Iteration 4F: 3 clusters Score -2694133 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -2696180.500000 Penalty: 3530.994385
	Iteration 5F: 3 clusters Score -2696180 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -2698804.500000 Penalty: 3530.994385
	Iteration 6F: 3 clusters Score -2698804 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -2701781.000000 Penalty: 3530.994385
	Iteration 7F: 3 clusters Score -2701781 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -2704300.250000 Penalty: 3530.994385
	Iteration 8F: 3 clusters Score -2704300 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -2706097.250000 Penalty: 3530.994385
	Iteration 9Q: 3 clusters Score -2706097 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -2707259.000000 Penalty: 3530.994385
	Iteration 10Q: 3 clusters Score -2707259 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -2708029.000000 Penalty: 3530.994385
	Iteration 11Q: 3 clusters Score -2708029 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -2708553.250000 Penalty: 3530.994385
	Iteration 12Q: 3 clusters Score -2708553 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -2708936.500000 Penalty: 3530.994385
	Iteration 13Q: 3 clusters Score -2708936 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -2709220.000000 Penalty: 3530.994385
	Iteration 14Q: 3 clusters Score -2709220 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -2709396.500000 Penalty: 3530.994385
	Iteration 15Q: 3 clusters Score -2709396 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -2709568.250000 Penalty: 3530.994385
	Iteration 16Q: 3 clusters Score -2709568 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -2709671.000000 Penalty: 3530.994385
	Iteration 17Q: 3 clusters Score -2709671 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -2709750.500000 Penalty: 3530.994385
	Iteration 18Q: 3 clusters Score -2709750 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -2709817.250000 Penalty: 3530.994385
	Iteration 19Q: 3 clusters Score -2709817 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -2709882.250000 Penalty: 3530.994385
	Iteration 20F: 3 clusters Score -2709882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -2709922.500000 Penalty: 3530.994385
	Iteration 21Q: 3 clusters Score -2709922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -2709950.250000 Penalty: 3530.994385
	Iteration 22Q: 3 clusters Score -2709950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -2709977.750000 Penalty: 3530.994385
	Iteration 23Q: 3 clusters Score -2709978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -2709998.750000 Penalty: 3530.994385
	Iteration 24Q: 3 clusters Score -2709999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -2710014.000000 Penalty: 3530.994385
	Iteration 25Q: 3 clusters Score -2710014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -2710020.750000 Penalty: 3530.994385
	Iteration 26Q: 3 clusters Score -2710021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -2710028.500000 Penalty: 3530.994385
	Iteration 27Q: 3 clusters Score -2710028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -2710035.750000 Penalty: 3530.994385
	Iteration 28Q: 3 clusters Score -2710036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -2710038.000000 Penalty: 3530.994385
	Iteration 29Q: 3 clusters Score -2710038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -2710045.000000 Penalty: 3530.994385
	Iteration 30Q: 3 clusters Score -2710045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -2710048.250000 Penalty: 3530.994385
	Iteration 31Q: 3 clusters Score -2710048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -2710051.500000 Penalty: 3530.994385
	Iteration 32Q: 3 clusters Score -2710052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -2710050.750000 Penalty: 3530.994385
	Iteration 33Q: 3 clusters Score -2710051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -2710054.250000 Penalty: 3530.994385
	Iteration 34Q: 3 clusters Score -2710054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -2710053.250000 Penalty: 3530.994385
	Iteration 35Q: 3 clusters Score -2710053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -2710056.000000 Penalty: 3530.994385
	Iteration 36Q: 3 clusters Score -2710056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -2710057.750000 Penalty: 3530.994385
	Iteration 37Q: 3 clusters Score -2710058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -2710057.750000 Penalty: 3530.994385
	Iteration 38F: 3 clusters Score -2710058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Entering Unmasked Estep 
Score: -541480.000000 Penalty: 1513.975220
	Iteration 0F: 2 clusters Score -541480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -533630.937500 Penalty: 3027.950439
	Iteration 0F: 3 clusters Score -533630.9 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -536221.187500 Penalty: 3027.950439
	Iteration 1F: 3 clusters Score -536221.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -536533.687500 Penalty: 3027.950439
	Iteration 2F: 3 clusters Score -536533.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -536986.750000 Penalty: 3027.950439
	Iteration 3F: 3 clusters Score -536986.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -537906.562500 Penalty: 3027.950439
	Iteration 4F: 3 clusters Score -537906.6 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -539296.312500 Penalty: 3027.950439
	Iteration 5F: 3 clusters Score -539296.3 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -540579.812500 Penalty: 3027.950439
	Iteration 6F: 3 clusters Score -540579.8 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -541298.937500 Penalty: 3027.950439
	Iteration 7F: 3 clusters Score -541298.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -541609.000000 Penalty: 3027.950439
	Iteration 8Q: 3 clusters Score -541609 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -541723.500000 Penalty: 3027.950439
	Iteration 9Q: 3 clusters Score -541723.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -541761.750000 Penalty: 3027.950439
	Iteration 10Q: 3 clusters Score -541761.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -541779.875000 Penalty: 3027.950439
	Iteration 11Q: 3 clusters Score -541779.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -541792.562500 Penalty: 3027.950439
	Iteration 12Q: 3 clusters Score -541792.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -541800.000000 Penalty: 3027.950439
	Iteration 13Q: 3 clusters Score -541800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -541800.500000 Penalty: 3027.950439
	Iteration 14Q: 3 clusters Score -541800.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -541802.687500 Penalty: 3027.950439
	Iteration 15Q: 3 clusters Score -541802.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -541804.687500 Penalty: 3027.950439
	Iteration 16Q: 3 clusters Score -541804.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -541805.125000 Penalty: 3027.950439
	Iteration 17Q: 3 clusters Score -541805.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -541805.125000 Penalty: 3027.950439
	Iteration 18Q: 3 clusters Score -541805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -541805.937500 Penalty: 3027.950439
	Iteration 19Q: 3 clusters Score -541805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -541805.750000 Penalty: 3027.950439
	Iteration 20F: 3 clusters Score -541805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -541805.375000 Penalty: 3027.950439
	Iteration 21Q: 3 clusters Score -541805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -541805.312500 Penalty: 3027.950439
	Iteration 22Q: 3 clusters Score -541805.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -541807.875000 Penalty: 3027.950439
	Iteration 23Q: 3 clusters Score -541807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -541808.187500 Penalty: 3027.950439
	Iteration 24Q: 3 clusters Score -541808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -541807.875000 Penalty: 3027.950439
	Iteration 25Q: 3 clusters Score -541807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -541808.562500 Penalty: 3027.950439
	Iteration 26Q: 3 clusters Score -541808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -541809.125000 Penalty: 3027.950439
	Iteration 27Q: 3 clusters Score -541809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -541808.812500 Penalty: 3027.950439
	Iteration 28Q: 3 clusters Score -541808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -541808.250000 Penalty: 3027.950439
	Iteration 29Q: 3 clusters Score -541808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -541808.250000 Penalty: 3027.950439
	Iteration 30F: 3 clusters Score -541808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 30718 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 8 contains 21557 members 
Mstep: Class 9 contains 50228 members 
Mstep: Class 10 contains 88588 members 
Mstep: Class 12 contains 63998 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 16 contains 28679 members 
Mstep: Class 17 contains 52292 members 
Mstep: Class 18 contains 2435 members 
Mstep: Class 22 contains 58342 members 
Entering Unmasked Estep 
Score: -20839792.000000 Penalty: 27336.611328
Splitting cluster 18 changes total score from -20840036.000000 to -20839792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (58342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Entering Unmasked Estep 
Score: -3069151.000000 Penalty: 1783.287598
	Iteration 0F: 2 clusters Score -3069151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3030277.250000 Penalty: 3566.575195
	Iteration 0F: 3 clusters Score -3030277 nChanged 27421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -3045900.750000 Penalty: 3566.575195
	Iteration 1F: 3 clusters Score -3045901 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3046459.250000 Penalty: 3566.575195
	Iteration 2Q: 3 clusters Score -3046459 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -3047112.250000 Penalty: 3566.575195
	Iteration 3Q: 3 clusters Score -3047112 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -3047817.750000 Penalty: 3566.575195
	Iteration 4Q: 3 clusters Score -3047818 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -3048770.750000 Penalty: 3566.575195
	Iteration 5Q: 3 clusters Score -3048771 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -3050022.000000 Penalty: 3566.575195
	Iteration 6Q: 3 clusters Score -3050022 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -3051846.000000 Penalty: 3566.575195
	Iteration 7F: 3 clusters Score -3051846 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -3054246.250000 Penalty: 3566.575195
	Iteration 8F: 3 clusters Score -3054246 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -3056808.250000 Penalty: 3566.575195
	Iteration 9F: 3 clusters Score -3056808 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -3058714.000000 Penalty: 3566.575195
	Iteration 10F: 3 clusters Score -3058714 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -3059661.750000 Penalty: 3566.575195
	Iteration 11Q: 3 clusters Score -3059662 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -3060188.000000 Penalty: 3566.575195
	Iteration 12Q: 3 clusters Score -3060188 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -3060515.500000 Penalty: 3566.575195
	Iteration 13Q: 3 clusters Score -3060516 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -3060856.750000 Penalty: 3566.575195
	Iteration 14Q: 3 clusters Score -3060857 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -3061172.000000 Penalty: 3566.575195
	Iteration 15Q: 3 clusters Score -3061172 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -3061500.000000 Penalty: 3566.575195
	Iteration 16Q: 3 clusters Score -3061500 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -3061812.500000 Penalty: 3566.575195
	Iteration 17Q: 3 clusters Score -3061812 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -3062122.500000 Penalty: 3566.575195
	Iteration 18Q: 3 clusters Score -3062122 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -3062475.750000 Penalty: 3566.575195
	Iteration 19Q: 3 clusters Score -3062476 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -3062822.750000 Penalty: 3566.575195
	Iteration 20F: 3 clusters Score -3062823 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -3063224.250000 Penalty: 3566.575195
	Iteration 21Q: 3 clusters Score -3063224 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -3063633.250000 Penalty: 3566.575195
	Iteration 22Q: 3 clusters Score -3063633 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -3064000.500000 Penalty: 3566.575195
	Iteration 23Q: 3 clusters Score -3064000 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -3064388.750000 Penalty: 3566.575195
	Iteration 24Q: 3 clusters Score -3064389 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -3064749.250000 Penalty: 3566.575195
	Iteration 25Q: 3 clusters Score -3064749 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -3065105.000000 Penalty: 3566.575195
	Iteration 26Q: 3 clusters Score -3065105 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -3065450.250000 Penalty: 3566.575195
	Iteration 27Q: 3 clusters Score -3065450 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -3065745.750000 Penalty: 3566.575195
	Iteration 28Q: 3 clusters Score -3065746 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -3066042.000000 Penalty: 3566.575195
	Iteration 29Q: 3 clusters Score -3066042 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -3066322.750000 Penalty: 3566.575195
	Iteration 30Q: 3 clusters Score -3066323 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -3066589.750000 Penalty: 3566.575195
	Iteration 31Q: 3 clusters Score -3066590 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -3066829.250000 Penalty: 3566.575195
	Iteration 32Q: 3 clusters Score -3066829 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -3067033.000000 Penalty: 3566.575195
	Iteration 33Q: 3 clusters Score -3067033 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -3067188.250000 Penalty: 3566.575195
	Iteration 34Q: 3 clusters Score -3067188 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -3067316.250000 Penalty: 3566.575195
	Iteration 35Q: 3 clusters Score -3067316 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -3067394.500000 Penalty: 3566.575195
	Iteration 36Q: 3 clusters Score -3067394 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -3067460.000000 Penalty: 3566.575195
	Iteration 37Q: 3 clusters Score -3067460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -3067500.250000 Penalty: 3566.575195
	Iteration 38Q: 3 clusters Score -3067500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -3067541.500000 Penalty: 3566.575195
	Iteration 39Q: 3 clusters Score -3067542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -3067554.000000 Penalty: 3566.575195
	Iteration 40F: 3 clusters Score -3067554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -3067562.750000 Penalty: 3566.575195
	Iteration 41Q: 3 clusters Score -3067563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -3067579.000000 Penalty: 3566.575195
	Iteration 42Q: 3 clusters Score -3067579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -3067589.500000 Penalty: 3566.575195
	Iteration 43Q: 3 clusters Score -3067590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -3067599.000000 Penalty: 3566.575195
	Iteration 44Q: 3 clusters Score -3067599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -3067605.250000 Penalty: 3566.575195
	Iteration 45Q: 3 clusters Score -3067605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -3067608.750000 Penalty: 3566.575195
	Iteration 46Q: 3 clusters Score -3067609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -3067623.250000 Penalty: 3566.575195
	Iteration 47Q: 3 clusters Score -3067623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -3067622.000000 Penalty: 3566.575195
	Iteration 48Q: 3 clusters Score -3067622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -3067631.750000 Penalty: 3566.575195
	Iteration 49Q: 3 clusters Score -3067632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -3067634.500000 Penalty: 3566.575195
	Iteration 50Q: 3 clusters Score -3067634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -3067643.000000 Penalty: 3566.575195
	Iteration 51Q: 3 clusters Score -3067643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -3067644.000000 Penalty: 3566.575195
	Iteration 52Q: 3 clusters Score -3067644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -3067649.250000 Penalty: 3566.575195
	Iteration 53Q: 3 clusters Score -3067649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -3067643.000000 Penalty: 3566.575195
	Iteration 54Q: 3 clusters Score -3067643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -3067648.000000 Penalty: 3566.575195
	Iteration 55Q: 3 clusters Score -3067648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -3067645.500000 Penalty: 3566.575195
	Iteration 56Q: 3 clusters Score -3067646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -3067645.500000 Penalty: 3566.575195
	Iteration 57Q: 3 clusters Score -3067646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -3067650.000000 Penalty: 3566.575195
	Iteration 58Q: 3 clusters Score -3067650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -3067652.750000 Penalty: 3566.575195
	Iteration 59Q: 3 clusters Score -3067653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -3067655.750000 Penalty: 3566.575195
	Iteration 60F: 3 clusters Score -3067656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -3067652.250000 Penalty: 3566.575195
	Iteration 61Q: 3 clusters Score -3067652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -3067652.250000 Penalty: 3566.575195
	Iteration 62F: 3 clusters Score -3067652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 3 contains 30718 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 8 contains 21557 members 
Mstep: Class 9 contains 50228 members 
Mstep: Class 10 contains 88588 members 
Mstep: Class 12 contains 63998 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 16 contains 28679 members 
Mstep: Class 17 contains 52292 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 22 contains 58342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840040.000000 Penalty: 25233.794922
Iteration 399Q: 13 clusters Score -2.084004e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 3 contains 30702 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21559 members 
Mstep: Class 9 contains 50226 members 
Mstep: Class 10 contains 88676 members 
Mstep: Class 12 contains 63997 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 16 contains 28673 members 
Mstep: Class 17 contains 52271 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 22 contains 58339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840062.000000 Penalty: 25233.794922
Iteration 400F: 13 clusters Score -2.084006e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 3 contains 30692 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 8 contains 21559 members 
Mstep: Class 9 contains 50222 members 
Mstep: Class 10 contains 88763 members 
Mstep: Class 12 contains 64002 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 16 contains 28664 members 
Mstep: Class 17 contains 52254 members 
Mstep: Class 18 contains 11104 members 
Mstep: Class 22 contains 58336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840062.000000 Penalty: 25233.794922
Iteration 401Q: 13 clusters Score -2.084006e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 3 contains 30682 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 8 contains 21556 members 
Mstep: Class 9 contains 50223 members 
Mstep: Class 10 contains 88849 members 
Mstep: Class 12 contains 64000 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 16 contains 28653 members 
Mstep: Class 17 contains 52229 members 
Mstep: Class 18 contains 11101 members 
Mstep: Class 22 contains 58331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840090.000000 Penalty: 25233.794922
Iteration 402Q: 13 clusters Score -2.084009e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 3 contains 30675 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 8 contains 21552 members 
Mstep: Class 9 contains 50223 members 
Mstep: Class 10 contains 88918 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 16 contains 28644 members 
Mstep: Class 17 contains 52206 members 
Mstep: Class 18 contains 11101 members 
Mstep: Class 22 contains 58330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840078.000000 Penalty: 25233.794922
Iteration 403Q: 13 clusters Score -2.084008e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 3 contains 30668 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 8 contains 21548 members 
Mstep: Class 9 contains 50219 members 
Mstep: Class 10 contains 88979 members 
Mstep: Class 12 contains 64001 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 16 contains 28635 members 
Mstep: Class 17 contains 52190 members 
Mstep: Class 18 contains 11102 members 
Mstep: Class 22 contains 58326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2101.433594 but Gain 2102.816406
Score: -20840170.000000 Penalty: 23130.978516
Iteration 404Q: 12 clusters Score -2.084017e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 3 contains 30692 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 8 contains 21579 members 
Mstep: Class 9 contains 50308 members 
Mstep: Class 10 contains 90079 members 
Mstep: Class 12 contains 64059 members 
Mstep: Class 16 contains 28695 members 
Mstep: Class 17 contains 52282 members 
Mstep: Class 18 contains 11099 members 
Mstep: Class 22 contains 58418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841794.000000 Penalty: 23130.978516
Iteration 405Q: 12 clusters Score -2.084179e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 3 contains 30626 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 8 contains 21539 members 
Mstep: Class 9 contains 50250 members 
Mstep: Class 10 contains 90678 members 
Mstep: Class 12 contains 64009 members 
Mstep: Class 16 contains 28644 members 
Mstep: Class 17 contains 52148 members 
Mstep: Class 18 contains 11049 members 
Mstep: Class 22 contains 58344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841850.000000 Penalty: 23130.978516
Iteration 406Q: 12 clusters Score -2.084185e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 3 contains 30587 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 8 contains 21500 members 
Mstep: Class 9 contains 50192 members 
Mstep: Class 10 contains 91255 members 
Mstep: Class 12 contains 63962 members 
Mstep: Class 16 contains 28601 members 
Mstep: Class 17 contains 52011 members 
Mstep: Class 18 contains 10995 members 
Mstep: Class 22 contains 58273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841948.000000 Penalty: 23130.978516
Iteration 407Q: 12 clusters Score -2.084195e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 3 contains 30560 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 8 contains 21456 members 
Mstep: Class 9 contains 50150 members 
Mstep: Class 10 contains 91775 members 
Mstep: Class 12 contains 63909 members 
Mstep: Class 16 contains 28561 members 
Mstep: Class 17 contains 51886 members 
Mstep: Class 18 contains 10961 members 
Mstep: Class 22 contains 58212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841888.000000 Penalty: 23130.978516
Iteration 408Q: 12 clusters Score -2.084189e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 3 contains 30537 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 8 contains 21414 members 
Mstep: Class 9 contains 50107 members 
Mstep: Class 10 contains 92249 members 
Mstep: Class 12 contains 63858 members 
Mstep: Class 16 contains 28533 members 
Mstep: Class 17 contains 51787 members 
Mstep: Class 18 contains 10933 members 
Mstep: Class 22 contains 58153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841930.000000 Penalty: 23130.978516
Iteration 409Q: 12 clusters Score -2.084193e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 3 contains 30521 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 8 contains 21373 members 
Mstep: Class 9 contains 50064 members 
Mstep: Class 10 contains 92695 members 
Mstep: Class 12 contains 63806 members 
Mstep: Class 16 contains 28507 members 
Mstep: Class 17 contains 51672 members 
Mstep: Class 18 contains 10909 members 
Mstep: Class 22 contains 58123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841924.000000 Penalty: 23130.978516
Iteration 410Q: 12 clusters Score -2.084192e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 3 contains 30493 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 8 contains 21332 members 
Mstep: Class 9 contains 50023 members 
Mstep: Class 10 contains 93160 members 
Mstep: Class 12 contains 63748 members 
Mstep: Class 16 contains 28481 members 
Mstep: Class 17 contains 51559 members 
Mstep: Class 18 contains 10884 members 
Mstep: Class 22 contains 58090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20841996.000000 Penalty: 23130.978516
Iteration 411Q: 12 clusters Score -2.0842e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 3 contains 30455 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 8 contains 21294 members 
Mstep: Class 9 contains 49983 members 
Mstep: Class 10 contains 93641 members 
Mstep: Class 12 contains 63693 members 
Mstep: Class 16 contains 28443 members 
Mstep: Class 17 contains 51435 members 
Mstep: Class 18 contains 10866 members 
Mstep: Class 22 contains 58059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842098.000000 Penalty: 23130.978516
Iteration 412Q: 12 clusters Score -2.08421e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 3 contains 30427 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 8 contains 21247 members 
Mstep: Class 9 contains 49947 members 
Mstep: Class 10 contains 94108 members 
Mstep: Class 12 contains 63639 members 
Mstep: Class 16 contains 28399 members 
Mstep: Class 17 contains 51327 members 
Mstep: Class 18 contains 10845 members 
Mstep: Class 22 contains 58027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842174.000000 Penalty: 23130.978516
Iteration 413Q: 12 clusters Score -2.084217e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 3 contains 30398 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 8 contains 21216 members 
Mstep: Class 9 contains 49909 members 
Mstep: Class 10 contains 94555 members 
Mstep: Class 12 contains 63591 members 
Mstep: Class 16 contains 28359 members 
Mstep: Class 17 contains 51207 members 
Mstep: Class 18 contains 10829 members 
Mstep: Class 22 contains 57993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842172.000000 Penalty: 23130.978516
Iteration 414Q: 12 clusters Score -2.084217e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 3 contains 30369 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 8 contains 21197 members 
Mstep: Class 9 contains 49862 members 
Mstep: Class 10 contains 95015 members 
Mstep: Class 12 contains 63531 members 
Mstep: Class 16 contains 28318 members 
Mstep: Class 17 contains 51083 members 
Mstep: Class 18 contains 10817 members 
Mstep: Class 22 contains 57971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842202.000000 Penalty: 23130.978516
Iteration 415Q: 12 clusters Score -2.08422e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 3 contains 30334 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 8 contains 21169 members 
Mstep: Class 9 contains 49806 members 
Mstep: Class 10 contains 95478 members 
Mstep: Class 12 contains 63485 members 
Mstep: Class 16 contains 28285 members 
Mstep: Class 17 contains 50959 members 
Mstep: Class 18 contains 10802 members 
Mstep: Class 22 contains 57939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842332.000000 Penalty: 23130.978516
Iteration 416Q: 12 clusters Score -2.084233e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 3 contains 30304 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 8 contains 21133 members 
Mstep: Class 9 contains 49749 members 
Mstep: Class 10 contains 95955 members 
Mstep: Class 12 contains 63432 members 
Mstep: Class 16 contains 28245 members 
Mstep: Class 17 contains 50827 members 
Mstep: Class 18 contains 10786 members 
Mstep: Class 22 contains 57898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842322.000000 Penalty: 23130.978516
Iteration 417Q: 12 clusters Score -2.084232e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 3 contains 30266 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 8 contains 21109 members 
Mstep: Class 9 contains 49714 members 
Mstep: Class 10 contains 96365 members 
Mstep: Class 12 contains 63382 members 
Mstep: Class 16 contains 28207 members 
Mstep: Class 17 contains 50724 members 
Mstep: Class 18 contains 10772 members 
Mstep: Class 22 contains 57862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842352.000000 Penalty: 23130.978516
Iteration 418Q: 12 clusters Score -2.084235e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 3 contains 30226 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 8 contains 21080 members 
Mstep: Class 9 contains 49672 members 
Mstep: Class 10 contains 96751 members 
Mstep: Class 12 contains 63344 members 
Mstep: Class 16 contains 28173 members 
Mstep: Class 17 contains 50616 members 
Mstep: Class 18 contains 10766 members 
Mstep: Class 22 contains 57842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842412.000000 Penalty: 23130.978516
Iteration 419Q: 12 clusters Score -2.084241e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 3 contains 30196 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 8 contains 21062 members 
Mstep: Class 9 contains 49637 members 
Mstep: Class 10 contains 97166 members 
Mstep: Class 12 contains 63303 members 
Mstep: Class 16 contains 28132 members 
Mstep: Class 17 contains 50473 members 
Mstep: Class 18 contains 10757 members 
Mstep: Class 22 contains 57809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842466.000000 Penalty: 23130.978516
Iteration 420F: 12 clusters Score -2.084247e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 3 contains 30149 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 8 contains 21019 members 
Mstep: Class 9 contains 49591 members 
Mstep: Class 10 contains 97654 members 
Mstep: Class 12 contains 63269 members 
Mstep: Class 16 contains 28087 members 
Mstep: Class 17 contains 50318 members 
Mstep: Class 18 contains 10743 members 
Mstep: Class 22 contains 57777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842490.000000 Penalty: 23130.978516
Iteration 421Q: 12 clusters Score -2.084249e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 3 contains 30108 members 
Mstep: Class 6 contains 4485 members 
Mstep: Class 8 contains 20972 members 
Mstep: Class 9 contains 49537 members 
Mstep: Class 10 contains 98157 members 
Mstep: Class 12 contains 63225 members 
Mstep: Class 16 contains 28057 members 
Mstep: Class 17 contains 50178 members 
Mstep: Class 18 contains 10732 members 
Mstep: Class 22 contains 57722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842512.000000 Penalty: 23130.978516
Iteration 422Q: 12 clusters Score -2.084251e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 3 contains 30069 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 8 contains 20932 members 
Mstep: Class 9 contains 49472 members 
Mstep: Class 10 contains 98629 members 
Mstep: Class 12 contains 63189 members 
Mstep: Class 16 contains 28023 members 
Mstep: Class 17 contains 50047 members 
Mstep: Class 18 contains 10717 members 
Mstep: Class 22 contains 57677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842524.000000 Penalty: 23130.978516
Iteration 423Q: 12 clusters Score -2.084252e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 3 contains 30030 members 
Mstep: Class 6 contains 4500 members 
Mstep: Class 8 contains 20904 members 
Mstep: Class 9 contains 49415 members 
Mstep: Class 10 contains 99085 members 
Mstep: Class 12 contains 63148 members 
Mstep: Class 16 contains 27980 members 
Mstep: Class 17 contains 49931 members 
Mstep: Class 18 contains 10707 members 
Mstep: Class 22 contains 57630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842582.000000 Penalty: 23130.978516
Iteration 424Q: 12 clusters Score -2.084258e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 3 contains 29989 members 
Mstep: Class 6 contains 4501 members 
Mstep: Class 8 contains 20873 members 
Mstep: Class 9 contains 49383 members 
Mstep: Class 10 contains 99500 members 
Mstep: Class 12 contains 63101 members 
Mstep: Class 16 contains 27933 members 
Mstep: Class 17 contains 49830 members 
Mstep: Class 18 contains 10702 members 
Mstep: Class 22 contains 57586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842636.000000 Penalty: 23130.978516
Iteration 425Q: 12 clusters Score -2.084264e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 3 contains 29948 members 
Mstep: Class 6 contains 4513 members 
Mstep: Class 8 contains 20836 members 
Mstep: Class 9 contains 49353 members 
Mstep: Class 10 contains 99910 members 
Mstep: Class 12 contains 63056 members 
Mstep: Class 16 contains 27883 members 
Mstep: Class 17 contains 49729 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 22 contains 57540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842602.000000 Penalty: 23130.978516
Iteration 426Q: 12 clusters Score -2.08426e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 3 contains 29922 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 8 contains 20803 members 
Mstep: Class 9 contains 49319 members 
Mstep: Class 10 contains 100282 members 
Mstep: Class 12 contains 63013 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 17 contains 49636 members 
Mstep: Class 18 contains 10693 members 
Mstep: Class 22 contains 57501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842644.000000 Penalty: 23130.978516
Iteration 427Q: 12 clusters Score -2.084264e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 3 contains 29894 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 8 contains 20772 members 
Mstep: Class 9 contains 49275 members 
Mstep: Class 10 contains 100679 members 
Mstep: Class 12 contains 62968 members 
Mstep: Class 16 contains 27809 members 
Mstep: Class 17 contains 49519 members 
Mstep: Class 18 contains 10691 members 
Mstep: Class 22 contains 57458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842698.000000 Penalty: 23130.978516
Iteration 428Q: 12 clusters Score -2.08427e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 3 contains 29858 members 
Mstep: Class 6 contains 4532 members 
Mstep: Class 8 contains 20735 members 
Mstep: Class 9 contains 49239 members 
Mstep: Class 10 contains 101076 members 
Mstep: Class 12 contains 62935 members 
Mstep: Class 16 contains 27769 members 
Mstep: Class 17 contains 49414 members 
Mstep: Class 18 contains 10683 members 
Mstep: Class 22 contains 57423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842608.000000 Penalty: 23130.978516
Iteration 429Q: 12 clusters Score -2.084261e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 3 contains 29822 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 8 contains 20708 members 
Mstep: Class 9 contains 49192 members 
Mstep: Class 10 contains 101451 members 
Mstep: Class 12 contains 62893 members 
Mstep: Class 16 contains 27745 members 
Mstep: Class 17 contains 49318 members 
Mstep: Class 18 contains 10680 members 
Mstep: Class 22 contains 57378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842638.000000 Penalty: 23130.978516
Iteration 430Q: 12 clusters Score -2.084264e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 3 contains 29787 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 8 contains 20680 members 
Mstep: Class 9 contains 49153 members 
Mstep: Class 10 contains 101827 members 
Mstep: Class 12 contains 62846 members 
Mstep: Class 16 contains 27717 members 
Mstep: Class 17 contains 49210 members 
Mstep: Class 18 contains 10672 members 
Mstep: Class 22 contains 57341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842592.000000 Penalty: 23130.978516
Iteration 431Q: 12 clusters Score -2.084259e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 3 contains 29753 members 
Mstep: Class 6 contains 4555 members 
Mstep: Class 8 contains 20659 members 
Mstep: Class 9 contains 49119 members 
Mstep: Class 10 contains 102193 members 
Mstep: Class 12 contains 62796 members 
Mstep: Class 16 contains 27696 members 
Mstep: Class 17 contains 49098 members 
Mstep: Class 18 contains 10669 members 
Mstep: Class 22 contains 57301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842664.000000 Penalty: 23130.978516
Iteration 432Q: 12 clusters Score -2.084266e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 3 contains 29725 members 
Mstep: Class 6 contains 4564 members 
Mstep: Class 8 contains 20641 members 
Mstep: Class 9 contains 49076 members 
Mstep: Class 10 contains 102565 members 
Mstep: Class 12 contains 62756 members 
Mstep: Class 16 contains 27669 members 
Mstep: Class 17 contains 48983 members 
Mstep: Class 18 contains 10664 members 
Mstep: Class 22 contains 57253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842788.000000 Penalty: 23130.978516
Iteration 433Q: 12 clusters Score -2.084279e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 3 contains 29698 members 
Mstep: Class 6 contains 4574 members 
Mstep: Class 8 contains 20614 members 
Mstep: Class 9 contains 49039 members 
Mstep: Class 10 contains 102925 members 
Mstep: Class 12 contains 62728 members 
Mstep: Class 16 contains 27644 members 
Mstep: Class 17 contains 48855 members 
Mstep: Class 18 contains 10663 members 
Mstep: Class 22 contains 57207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842780.000000 Penalty: 23130.978516
Iteration 434Q: 12 clusters Score -2.084278e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 3 contains 29670 members 
Mstep: Class 6 contains 4580 members 
Mstep: Class 8 contains 20597 members 
Mstep: Class 9 contains 49015 members 
Mstep: Class 10 contains 103257 members 
Mstep: Class 12 contains 62700 members 
Mstep: Class 16 contains 27627 members 
Mstep: Class 17 contains 48728 members 
Mstep: Class 18 contains 10659 members 
Mstep: Class 22 contains 57170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842804.000000 Penalty: 23130.978516
Iteration 435Q: 12 clusters Score -2.08428e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 3 contains 29646 members 
Mstep: Class 6 contains 4585 members 
Mstep: Class 8 contains 20576 members 
Mstep: Class 9 contains 48988 members 
Mstep: Class 10 contains 103608 members 
Mstep: Class 12 contains 62674 members 
Mstep: Class 16 contains 27600 members 
Mstep: Class 17 contains 48600 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 22 contains 57128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842830.000000 Penalty: 23130.978516
Iteration 436Q: 12 clusters Score -2.084283e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 3 contains 29623 members 
Mstep: Class 6 contains 4589 members 
Mstep: Class 8 contains 20559 members 
Mstep: Class 9 contains 48968 members 
Mstep: Class 10 contains 103913 members 
Mstep: Class 12 contains 62654 members 
Mstep: Class 16 contains 27576 members 
Mstep: Class 17 contains 48482 members 
Mstep: Class 18 contains 10649 members 
Mstep: Class 22 contains 57095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842846.000000 Penalty: 23130.978516
Iteration 437Q: 12 clusters Score -2.084285e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 3 contains 29605 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 8 contains 20542 members 
Mstep: Class 9 contains 48950 members 
Mstep: Class 10 contains 104186 members 
Mstep: Class 12 contains 62634 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 48381 members 
Mstep: Class 18 contains 10642 members 
Mstep: Class 22 contains 57068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842796.000000 Penalty: 23130.978516
Iteration 438Q: 12 clusters Score -2.08428e+07 nChanged 337
Entering ConstructFrom: 
Score: -20842796.000000 Penalty: 23130.978516
Entering ConstructFrom: 
Trying to split cluster 1 (2618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Entering Unmasked Estep 
Score: -137018.218750 Penalty: 1278.901978
	Iteration 0F: 2 clusters Score -137018.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -134524.812500 Penalty: 2557.803955
	Iteration 0F: 3 clusters Score -134524.8 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -135054.609375 Penalty: 2557.803955
	Iteration 1F: 3 clusters Score -135054.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -135197.671875 Penalty: 2557.803955
	Iteration 2F: 3 clusters Score -135197.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -135272.718750 Penalty: 2557.803955
	Iteration 3Q: 3 clusters Score -135272.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -135320.578125 Penalty: 2557.803955
	Iteration 4Q: 3 clusters Score -135320.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -135363.156250 Penalty: 2557.803955
	Iteration 5Q: 3 clusters Score -135363.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -135403.359375 Penalty: 2557.803955
	Iteration 6Q: 3 clusters Score -135403.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -135432.421875 Penalty: 2557.803955
	Iteration 7Q: 3 clusters Score -135432.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -135454.234375 Penalty: 2557.803955
	Iteration 8Q: 3 clusters Score -135454.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -135472.218750 Penalty: 2557.803955
	Iteration 9Q: 3 clusters Score -135472.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -135485.046875 Penalty: 2557.803955
	Iteration 10Q: 3 clusters Score -135485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -135501.656250 Penalty: 2557.803955
	Iteration 11Q: 3 clusters Score -135501.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -135515.109375 Penalty: 2557.803955
	Iteration 12Q: 3 clusters Score -135515.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -135529.437500 Penalty: 2557.803955
	Iteration 13Q: 3 clusters Score -135529.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -135547.937500 Penalty: 2557.803955
	Iteration 14Q: 3 clusters Score -135547.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -135559.921875 Penalty: 2557.803955
	Iteration 15Q: 3 clusters Score -135559.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -135573.312500 Penalty: 2557.803955
	Iteration 16Q: 3 clusters Score -135573.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -135590.578125 Penalty: 2557.803955
	Iteration 17Q: 3 clusters Score -135590.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -135602.562500 Penalty: 2557.803955
	Iteration 18Q: 3 clusters Score -135602.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -135614.156250 Penalty: 2557.803955
	Iteration 19Q: 3 clusters Score -135614.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -135630.328125 Penalty: 2557.803955
	Iteration 20F: 3 clusters Score -135630.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -135645.078125 Penalty: 2557.803955
	Iteration 21Q: 3 clusters Score -135645.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -135653.937500 Penalty: 2557.803955
	Iteration 22Q: 3 clusters Score -135653.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -135660.578125 Penalty: 2557.803955
	Iteration 23Q: 3 clusters Score -135660.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -135670.687500 Penalty: 2557.803955
	Iteration 24Q: 3 clusters Score -135670.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -135675.953125 Penalty: 2557.803955
	Iteration 25Q: 3 clusters Score -135676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -135684.359375 Penalty: 2557.803955
	Iteration 26Q: 3 clusters Score -135684.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135690.625000 Penalty: 2557.803955
	Iteration 27Q: 3 clusters Score -135690.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -135699.968750 Penalty: 2557.803955
	Iteration 28Q: 3 clusters Score -135700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -135706.625000 Penalty: 2557.803955
	Iteration 29Q: 3 clusters Score -135706.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135713.015625 Penalty: 2557.803955
	Iteration 30Q: 3 clusters Score -135713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135718.375000 Penalty: 2557.803955
	Iteration 31Q: 3 clusters Score -135718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -135721.953125 Penalty: 2557.803955
	Iteration 32Q: 3 clusters Score -135722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -135723.593750 Penalty: 2557.803955
	Iteration 33Q: 3 clusters Score -135723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -135726.015625 Penalty: 2557.803955
	Iteration 34Q: 3 clusters Score -135726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -135732.593750 Penalty: 2557.803955
	Iteration 35Q: 3 clusters Score -135732.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -135738.515625 Penalty: 2557.803955
	Iteration 36Q: 3 clusters Score -135738.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -135741.093750 Penalty: 2557.803955
	Iteration 37Q: 3 clusters Score -135741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -135744.406250 Penalty: 2557.803955
	Iteration 38Q: 3 clusters Score -135744.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -135749.390625 Penalty: 2557.803955
	Iteration 39Q: 3 clusters Score -135749.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -135753.859375 Penalty: 2557.803955
	Iteration 40F: 3 clusters Score -135753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -135758.250000 Penalty: 2557.803955
	Iteration 41Q: 3 clusters Score -135758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135761.984375 Penalty: 2557.803955
	Iteration 42Q: 3 clusters Score -135762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -135765.390625 Penalty: 2557.803955
	Iteration 43Q: 3 clusters Score -135765.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135769.671875 Penalty: 2557.803955
	Iteration 44Q: 3 clusters Score -135769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135773.593750 Penalty: 2557.803955
	Iteration 45Q: 3 clusters Score -135773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -135774.984375 Penalty: 2557.803955
	Iteration 46Q: 3 clusters Score -135775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -135776.000000 Penalty: 2557.803955
	Iteration 47Q: 3 clusters Score -135776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -135776.140625 Penalty: 2557.803955
	Iteration 48Q: 3 clusters Score -135776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -135776.671875 Penalty: 2557.803955
	Iteration 49Q: 3 clusters Score -135776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -135776.734375 Penalty: 2557.803955
	Iteration 50Q: 3 clusters Score -135776.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -135776.734375 Penalty: 2557.803955
	Iteration 51F: 3 clusters Score -135776.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Entering Unmasked Estep 
Score: -1549542.625000 Penalty: 1672.924683
	Iteration 0F: 2 clusters Score -1549543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1529603.000000 Penalty: 3345.849365
	Iteration 0F: 3 clusters Score -1529603 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1537288.125000 Penalty: 3345.849365
	Iteration 1F: 3 clusters Score -1537288 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1537661.000000 Penalty: 3345.849365
	Iteration 2Q: 3 clusters Score -1537661 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1538004.000000 Penalty: 3345.849365
	Iteration 3Q: 3 clusters Score -1538004 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1538448.125000 Penalty: 3345.849365
	Iteration 4Q: 3 clusters Score -1538448 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1538994.750000 Penalty: 3345.849365
	Iteration 5Q: 3 clusters Score -1538995 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1539630.125000 Penalty: 3345.849365
	Iteration 6Q: 3 clusters Score -1539630 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1540247.500000 Penalty: 3345.849365
	Iteration 7Q: 3 clusters Score -1540248 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1540872.875000 Penalty: 3345.849365
	Iteration 8Q: 3 clusters Score -1540873 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1541633.250000 Penalty: 3345.849365
	Iteration 9Q: 3 clusters Score -1541633 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1542565.625000 Penalty: 3345.849365
	Iteration 10F: 3 clusters Score -1542566 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1543622.375000 Penalty: 3345.849365
	Iteration 11F: 3 clusters Score -1543622 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1544682.750000 Penalty: 3345.849365
	Iteration 12Q: 3 clusters Score -1544683 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1545509.250000 Penalty: 3345.849365
	Iteration 13Q: 3 clusters Score -1545509 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1546084.375000 Penalty: 3345.849365
	Iteration 14Q: 3 clusters Score -1546084 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1546483.750000 Penalty: 3345.849365
	Iteration 15Q: 3 clusters Score -1546484 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1546809.250000 Penalty: 3345.849365
	Iteration 16Q: 3 clusters Score -1546809 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1547101.875000 Penalty: 3345.849365
	Iteration 17Q: 3 clusters Score -1547102 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1547357.250000 Penalty: 3345.849365
	Iteration 18Q: 3 clusters Score -1547357 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1547629.125000 Penalty: 3345.849365
	Iteration 19Q: 3 clusters Score -1547629 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1547896.375000 Penalty: 3345.849365
	Iteration 20F: 3 clusters Score -1547896 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1548148.750000 Penalty: 3345.849365
	Iteration 21Q: 3 clusters Score -1548149 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1548407.875000 Penalty: 3345.849365
	Iteration 22Q: 3 clusters Score -1548408 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1548639.875000 Penalty: 3345.849365
	Iteration 23Q: 3 clusters Score -1548640 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1548866.875000 Penalty: 3345.849365
	Iteration 24Q: 3 clusters Score -1548867 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1549027.000000 Penalty: 3345.849365
	Iteration 25Q: 3 clusters Score -1549027 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1549121.375000 Penalty: 3345.849365
	Iteration 26Q: 3 clusters Score -1549121 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1549194.750000 Penalty: 3345.849365
	Iteration 27Q: 3 clusters Score -1549195 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1549238.125000 Penalty: 3345.849365
	Iteration 28Q: 3 clusters Score -1549238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1549269.375000 Penalty: 3345.849365
	Iteration 29Q: 3 clusters Score -1549269 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1549300.000000 Penalty: 3345.849365
	Iteration 30Q: 3 clusters Score -1549300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1549316.875000 Penalty: 3345.849365
	Iteration 31Q: 3 clusters Score -1549317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1549325.750000 Penalty: 3345.849365
	Iteration 32Q: 3 clusters Score -1549326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1549333.500000 Penalty: 3345.849365
	Iteration 33Q: 3 clusters Score -1549334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1549349.000000 Penalty: 3345.849365
	Iteration 34Q: 3 clusters Score -1549349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1549351.625000 Penalty: 3345.849365
	Iteration 35Q: 3 clusters Score -1549352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1549361.375000 Penalty: 3345.849365
	Iteration 36Q: 3 clusters Score -1549361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1549366.625000 Penalty: 3345.849365
	Iteration 37Q: 3 clusters Score -1549367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1549368.750000 Penalty: 3345.849365
	Iteration 38Q: 3 clusters Score -1549369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1549369.000000 Penalty: 3345.849365
	Iteration 39Q: 3 clusters Score -1549369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1549370.625000 Penalty: 3345.849365
	Iteration 40F: 3 clusters Score -1549371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1549370.375000 Penalty: 3345.849365
	Iteration 41Q: 3 clusters Score -1549370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1549371.625000 Penalty: 3345.849365
	Iteration 42Q: 3 clusters Score -1549372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1549371.000000 Penalty: 3345.849365
	Iteration 43Q: 3 clusters Score -1549371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1549372.750000 Penalty: 3345.849365
	Iteration 44Q: 3 clusters Score -1549373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1549370.875000 Penalty: 3345.849365
	Iteration 45Q: 3 clusters Score -1549371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1549371.250000 Penalty: 3345.849365
	Iteration 46Q: 3 clusters Score -1549371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1549374.500000 Penalty: 3345.849365
	Iteration 47Q: 3 clusters Score -1549374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1549374.500000 Penalty: 3345.849365
	Iteration 48F: 3 clusters Score -1549374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Entering Unmasked Estep 
Score: -239444.031250 Penalty: 1370.812012
	Iteration 0F: 2 clusters Score -239444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -235670.671875 Penalty: 2741.624023
	Iteration 0F: 3 clusters Score -235670.7 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -236608.859375 Penalty: 2741.624023
	Iteration 1F: 3 clusters Score -236608.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -236749.937500 Penalty: 2741.624023
	Iteration 2F: 3 clusters Score -236749.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -236850.468750 Penalty: 2741.624023
	Iteration 3Q: 3 clusters Score -236850.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -236936.359375 Penalty: 2741.624023
	Iteration 4Q: 3 clusters Score -236936.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -236999.640625 Penalty: 2741.624023
	Iteration 5Q: 3 clusters Score -236999.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -237046.765625 Penalty: 2741.624023
	Iteration 6Q: 3 clusters Score -237046.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -237092.484375 Penalty: 2741.624023
	Iteration 7Q: 3 clusters Score -237092.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -237140.296875 Penalty: 2741.624023
	Iteration 8Q: 3 clusters Score -237140.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -237193.203125 Penalty: 2741.624023
	Iteration 9Q: 3 clusters Score -237193.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -237240.015625 Penalty: 2741.624023
	Iteration 10Q: 3 clusters Score -237240 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -237280.265625 Penalty: 2741.624023
	Iteration 11Q: 3 clusters Score -237280.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -237333.125000 Penalty: 2741.624023
	Iteration 12Q: 3 clusters Score -237333.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -237397.671875 Penalty: 2741.624023
	Iteration 13Q: 3 clusters Score -237397.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -237458.109375 Penalty: 2741.624023
	Iteration 14Q: 3 clusters Score -237458.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -237535.140625 Penalty: 2741.624023
	Iteration 15Q: 3 clusters Score -237535.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -237623.531250 Penalty: 2741.624023
	Iteration 16Q: 3 clusters Score -237623.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -237726.718750 Penalty: 2741.624023
	Iteration 17Q: 3 clusters Score -237726.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -237822.359375 Penalty: 2741.624023
	Iteration 18Q: 3 clusters Score -237822.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -237926.796875 Penalty: 2741.624023
	Iteration 19Q: 3 clusters Score -237926.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -238024.265625 Penalty: 2741.624023
	Iteration 20F: 3 clusters Score -238024.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -238079.453125 Penalty: 2741.624023
	Iteration 21Q: 3 clusters Score -238079.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -238126.187500 Penalty: 2741.624023
	Iteration 22Q: 3 clusters Score -238126.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -238164.812500 Penalty: 2741.624023
	Iteration 23Q: 3 clusters Score -238164.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -238190.640625 Penalty: 2741.624023
	Iteration 24Q: 3 clusters Score -238190.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -238201.812500 Penalty: 2741.624023
	Iteration 25Q: 3 clusters Score -238201.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -238218.515625 Penalty: 2741.624023
	Iteration 26Q: 3 clusters Score -238218.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -238233.671875 Penalty: 2741.624023
	Iteration 27Q: 3 clusters Score -238233.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -238242.468750 Penalty: 2741.624023
	Iteration 28Q: 3 clusters Score -238242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -238245.078125 Penalty: 2741.624023
	Iteration 29Q: 3 clusters Score -238245.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -238246.546875 Penalty: 2741.624023
	Iteration 30Q: 3 clusters Score -238246.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -238251.125000 Penalty: 2741.624023
	Iteration 31Q: 3 clusters Score -238251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -238252.828125 Penalty: 2741.624023
	Iteration 32Q: 3 clusters Score -238252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -238254.234375 Penalty: 2741.624023
	Iteration 33Q: 3 clusters Score -238254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -238254.859375 Penalty: 2741.624023
	Iteration 34Q: 3 clusters Score -238254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -238256.765625 Penalty: 2741.624023
	Iteration 35Q: 3 clusters Score -238256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -238257.328125 Penalty: 2741.624023
	Iteration 36Q: 3 clusters Score -238257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -238258.625000 Penalty: 2741.624023
	Iteration 37Q: 3 clusters Score -238258.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -238258.625000 Penalty: 2741.624023
	Iteration 38F: 3 clusters Score -238258.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Entering Unmasked Estep 
Score: -1090751.375000 Penalty: 1613.543213
	Iteration 0F: 2 clusters Score -1090751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1076787.125000 Penalty: 3227.086426
	Iteration 0F: 3 clusters Score -1076787 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1081880.250000 Penalty: 3227.086426
	Iteration 1F: 3 clusters Score -1081880 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1082263.000000 Penalty: 3227.086426
	Iteration 2Q: 3 clusters Score -1082263 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1082699.500000 Penalty: 3227.086426
	Iteration 3Q: 3 clusters Score -1082700 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1083225.250000 Penalty: 3227.086426
	Iteration 4F: 3 clusters Score -1083225 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1083957.500000 Penalty: 3227.086426
	Iteration 5F: 3 clusters Score -1083958 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1084980.500000 Penalty: 3227.086426
	Iteration 6F: 3 clusters Score -1084980 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1086227.375000 Penalty: 3227.086426
	Iteration 7F: 3 clusters Score -1086227 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1087392.625000 Penalty: 3227.086426
	Iteration 8F: 3 clusters Score -1087393 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -1088260.125000 Penalty: 3227.086426
	Iteration 9Q: 3 clusters Score -1088260 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -1088780.125000 Penalty: 3227.086426
	Iteration 10Q: 3 clusters Score -1088780 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1089004.000000 Penalty: 3227.086426
	Iteration 11Q: 3 clusters Score -1089004 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1089126.250000 Penalty: 3227.086426
	Iteration 12Q: 3 clusters Score -1089126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -1089204.500000 Penalty: 3227.086426
	Iteration 13Q: 3 clusters Score -1089204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -1089250.750000 Penalty: 3227.086426
	Iteration 14Q: 3 clusters Score -1089251 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1089287.125000 Penalty: 3227.086426
	Iteration 15Q: 3 clusters Score -1089287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1089310.125000 Penalty: 3227.086426
	Iteration 16Q: 3 clusters Score -1089310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1089333.250000 Penalty: 3227.086426
	Iteration 17Q: 3 clusters Score -1089333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -1089348.500000 Penalty: 3227.086426
	Iteration 18Q: 3 clusters Score -1089348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -1089363.250000 Penalty: 3227.086426
	Iteration 19Q: 3 clusters Score -1089363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -1089379.375000 Penalty: 3227.086426
	Iteration 20F: 3 clusters Score -1089379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1089393.000000 Penalty: 3227.086426
	Iteration 21Q: 3 clusters Score -1089393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1089402.000000 Penalty: 3227.086426
	Iteration 22Q: 3 clusters Score -1089402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -1089407.000000 Penalty: 3227.086426
	Iteration 23Q: 3 clusters Score -1089407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1089412.125000 Penalty: 3227.086426
	Iteration 24Q: 3 clusters Score -1089412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1089416.875000 Penalty: 3227.086426
	Iteration 25Q: 3 clusters Score -1089417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -1089417.500000 Penalty: 3227.086426
	Iteration 26Q: 3 clusters Score -1089418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -1089418.375000 Penalty: 3227.086426
	Iteration 27Q: 3 clusters Score -1089418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -1089418.875000 Penalty: 3227.086426
	Iteration 28Q: 3 clusters Score -1089419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -1089419.125000 Penalty: 3227.086426
	Iteration 29Q: 3 clusters Score -1089419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -1089420.125000 Penalty: 3227.086426
	Iteration 30Q: 3 clusters Score -1089420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -1089420.125000 Penalty: 3227.086426
	Iteration 31F: 3 clusters Score -1089420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Entering Unmasked Estep 
Score: -2585671.500000 Penalty: 1754.678833
	Iteration 0F: 2 clusters Score -2585672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -2552877.750000 Penalty: 3509.357666
	Iteration 0F: 3 clusters Score -2552878 nChanged 22946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -2565751.250000 Penalty: 3509.357666
	Iteration 1F: 3 clusters Score -2565751 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -2566120.250000 Penalty: 3509.357666
	Iteration 2Q: 3 clusters Score -2566120 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -2566465.500000 Penalty: 3509.357666
	Iteration 3Q: 3 clusters Score -2566466 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -2566866.500000 Penalty: 3509.357666
	Iteration 4Q: 3 clusters Score -2566866 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -2567432.500000 Penalty: 3509.357666
	Iteration 5Q: 3 clusters Score -2567432 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -2568373.000000 Penalty: 3509.357666
	Iteration 6Q: 3 clusters Score -2568373 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -2569879.750000 Penalty: 3509.357666
	Iteration 7F: 3 clusters Score -2569880 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -2572231.000000 Penalty: 3509.357666
	Iteration 8F: 3 clusters Score -2572231 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -2575550.000000 Penalty: 3509.357666
	Iteration 9F: 3 clusters Score -2575550 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -2579109.000000 Penalty: 3509.357666
	Iteration 10F: 3 clusters Score -2579109 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -2581701.500000 Penalty: 3509.357666
	Iteration 11F: 3 clusters Score -2581702 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -2583117.500000 Penalty: 3509.357666
	Iteration 12Q: 3 clusters Score -2583118 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -2583697.250000 Penalty: 3509.357666
	Iteration 13Q: 3 clusters Score -2583697 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -2583923.250000 Penalty: 3509.357666
	Iteration 14Q: 3 clusters Score -2583923 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -2584036.500000 Penalty: 3509.357666
	Iteration 15Q: 3 clusters Score -2584036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -2584110.750000 Penalty: 3509.357666
	Iteration 16Q: 3 clusters Score -2584111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -2584154.750000 Penalty: 3509.357666
	Iteration 17Q: 3 clusters Score -2584155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -2584187.750000 Penalty: 3509.357666
	Iteration 18Q: 3 clusters Score -2584188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -2584205.250000 Penalty: 3509.357666
	Iteration 19Q: 3 clusters Score -2584205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -2584215.000000 Penalty: 3509.357666
	Iteration 20F: 3 clusters Score -2584215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -2584229.000000 Penalty: 3509.357666
	Iteration 21Q: 3 clusters Score -2584229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -2584233.500000 Penalty: 3509.357666
	Iteration 22Q: 3 clusters Score -2584234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -2584242.000000 Penalty: 3509.357666
	Iteration 23Q: 3 clusters Score -2584242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -2584251.000000 Penalty: 3509.357666
	Iteration 24Q: 3 clusters Score -2584251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -2584256.500000 Penalty: 3509.357666
	Iteration 25Q: 3 clusters Score -2584256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -2584262.250000 Penalty: 3509.357666
	Iteration 26Q: 3 clusters Score -2584262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -2584264.000000 Penalty: 3509.357666
	Iteration 27Q: 3 clusters Score -2584264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -2584263.500000 Penalty: 3509.357666
	Iteration 28Q: 3 clusters Score -2584264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -2584268.250000 Penalty: 3509.357666
	Iteration 29Q: 3 clusters Score -2584268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -2584271.500000 Penalty: 3509.357666
	Iteration 30Q: 3 clusters Score -2584272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -2584271.500000 Penalty: 3509.357666
	Iteration 31F: 3 clusters Score -2584272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Entering Unmasked Estep 
Score: -5367767.000000 Penalty: 1877.939331
	Iteration 0F: 2 clusters Score -5367767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -5297643.000000 Penalty: 3755.878662
	Iteration 0F: 3 clusters Score -5297643 nChanged 50101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -5326446.500000 Penalty: 3755.878662
	Iteration 1F: 3 clusters Score -5326446 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -5326846.000000 Penalty: 3755.878662
	Iteration 2Q: 3 clusters Score -5326846 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -5327352.000000 Penalty: 3755.878662
	Iteration 3Q: 3 clusters Score -5327352 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -5328190.500000 Penalty: 3755.878662
	Iteration 4Q: 3 clusters Score -5328190 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -5329392.000000 Penalty: 3755.878662
	Iteration 5Q: 3 clusters Score -5329392 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -5331507.000000 Penalty: 3755.878662
	Iteration 6Q: 3 clusters Score -5331507 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -5335295.500000 Penalty: 3755.878662
	Iteration 7F: 3 clusters Score -5335296 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5341557.500000 Penalty: 3755.878662
	Iteration 8F: 3 clusters Score -5341558 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -5349492.000000 Penalty: 3755.878662
	Iteration 9F: 3 clusters Score -5349492 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -5356525.500000 Penalty: 3755.878662
	Iteration 10F: 3 clusters Score -5356526 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -5360969.500000 Penalty: 3755.878662
	Iteration 11Q: 3 clusters Score -5360970 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100598 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5363550.500000 Penalty: 3755.878662
	Iteration 12Q: 3 clusters Score -5363550 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101491 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5364805.500000 Penalty: 3755.878662
	Iteration 13Q: 3 clusters Score -5364806 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101833 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -5365359.500000 Penalty: 3755.878662
	Iteration 14Q: 3 clusters Score -5365360 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5365685.000000 Penalty: 3755.878662
	Iteration 15Q: 3 clusters Score -5365685 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102118 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5365900.500000 Penalty: 3755.878662
	Iteration 16Q: 3 clusters Score -5365900 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102173 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5366046.000000 Penalty: 3755.878662
	Iteration 17Q: 3 clusters Score -5366046 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102212 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5366123.000000 Penalty: 3755.878662
	Iteration 18Q: 3 clusters Score -5366123 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5366176.000000 Penalty: 3755.878662
	Iteration 19Q: 3 clusters Score -5366176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5366210.000000 Penalty: 3755.878662
	Iteration 20F: 3 clusters Score -5366210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5366229.500000 Penalty: 3755.878662
	Iteration 21Q: 3 clusters Score -5366230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5366240.000000 Penalty: 3755.878662
	Iteration 22Q: 3 clusters Score -5366240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102256 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5366243.500000 Penalty: 3755.878662
	Iteration 23Q: 3 clusters Score -5366244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5366244.500000 Penalty: 3755.878662
	Iteration 24Q: 3 clusters Score -5366244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5366247.500000 Penalty: 3755.878662
	Iteration 25Q: 3 clusters Score -5366248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5366261.500000 Penalty: 3755.878662
	Iteration 26Q: 3 clusters Score -5366262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5366262.000000 Penalty: 3755.878662
	Iteration 27Q: 3 clusters Score -5366262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102294 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5366268.000000 Penalty: 3755.878662
	Iteration 28Q: 3 clusters Score -5366268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5366271.000000 Penalty: 3755.878662
	Iteration 29Q: 3 clusters Score -5366271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5366270.500000 Penalty: 3755.878662
	Iteration 30Q: 3 clusters Score -5366270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102307 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5366271.000000 Penalty: 3755.878662
	Iteration 31Q: 3 clusters Score -5366271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5366276.000000 Penalty: 3755.878662
	Iteration 32Q: 3 clusters Score -5366276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5366271.000000 Penalty: 3755.878662
	Iteration 33Q: 3 clusters Score -5366271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102315 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5366274.500000 Penalty: 3755.878662
	Iteration 34Q: 3 clusters Score -5366274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5366276.500000 Penalty: 3755.878662
	Iteration 35Q: 3 clusters Score -5366276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5366279.000000 Penalty: 3755.878662
	Iteration 36Q: 3 clusters Score -5366279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102322 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5366278.000000 Penalty: 3755.878662
	Iteration 37Q: 3 clusters Score -5366278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102325 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5366271.500000 Penalty: 3755.878662
	Iteration 38Q: 3 clusters Score -5366272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5366280.000000 Penalty: 3755.878662
	Iteration 39Q: 3 clusters Score -5366280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102330 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5366276.500000 Penalty: 3755.878662
	Iteration 40F: 3 clusters Score -5366276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5366277.000000 Penalty: 3755.878662
	Iteration 41Q: 3 clusters Score -5366277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5366278.000000 Penalty: 3755.878662
	Iteration 42Q: 3 clusters Score -5366278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5366277.500000 Penalty: 3755.878662
	Iteration 43Q: 3 clusters Score -5366278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5366277.500000 Penalty: 3755.878662
	Iteration 44F: 3 clusters Score -5366278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Entering Unmasked Estep 
Score: -3277697.000000 Penalty: 1794.778687
	Iteration 0F: 2 clusters Score -3277697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -3235599.250000 Penalty: 3589.557373
	Iteration 0F: 3 clusters Score -3235599 nChanged 29712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -3252491.250000 Penalty: 3589.557373
	Iteration 1F: 3 clusters Score -3252491 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3252901.750000 Penalty: 3589.557373
	Iteration 2Q: 3 clusters Score -3252902 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -3253249.500000 Penalty: 3589.557373
	Iteration 3Q: 3 clusters Score -3253250 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3253629.250000 Penalty: 3589.557373
	Iteration 4Q: 3 clusters Score -3253629 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3253993.750000 Penalty: 3589.557373
	Iteration 5Q: 3 clusters Score -3253994 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3254466.000000 Penalty: 3589.557373
	Iteration 6Q: 3 clusters Score -3254466 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3255020.750000 Penalty: 3589.557373
	Iteration 7Q: 3 clusters Score -3255021 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3255892.000000 Penalty: 3589.557373
	Iteration 8Q: 3 clusters Score -3255892 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3257282.750000 Penalty: 3589.557373
	Iteration 9Q: 3 clusters Score -3257283 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3259476.000000 Penalty: 3589.557373
	Iteration 10F: 3 clusters Score -3259476 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3262223.500000 Penalty: 3589.557373
	Iteration 11F: 3 clusters Score -3262224 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3265031.750000 Penalty: 3589.557373
	Iteration 12F: 3 clusters Score -3265032 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3267407.750000 Penalty: 3589.557373
	Iteration 13F: 3 clusters Score -3267408 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3269149.250000 Penalty: 3589.557373
	Iteration 14Q: 3 clusters Score -3269149 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3270411.250000 Penalty: 3589.557373
	Iteration 15Q: 3 clusters Score -3270411 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3271308.250000 Penalty: 3589.557373
	Iteration 16Q: 3 clusters Score -3271308 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3272062.000000 Penalty: 3589.557373
	Iteration 17Q: 3 clusters Score -3272062 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3272746.250000 Penalty: 3589.557373
	Iteration 18Q: 3 clusters Score -3272746 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3273371.750000 Penalty: 3589.557373
	Iteration 19Q: 3 clusters Score -3273372 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3273897.000000 Penalty: 3589.557373
	Iteration 20F: 3 clusters Score -3273897 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3274399.250000 Penalty: 3589.557373
	Iteration 21Q: 3 clusters Score -3274399 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3274795.750000 Penalty: 3589.557373
	Iteration 22Q: 3 clusters Score -3274796 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3275109.000000 Penalty: 3589.557373
	Iteration 23Q: 3 clusters Score -3275109 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3275379.000000 Penalty: 3589.557373
	Iteration 24Q: 3 clusters Score -3275379 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3275568.500000 Penalty: 3589.557373
	Iteration 25Q: 3 clusters Score -3275568 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3275722.000000 Penalty: 3589.557373
	Iteration 26Q: 3 clusters Score -3275722 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3275826.500000 Penalty: 3589.557373
	Iteration 27Q: 3 clusters Score -3275826 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3275904.250000 Penalty: 3589.557373
	Iteration 28Q: 3 clusters Score -3275904 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3275978.250000 Penalty: 3589.557373
	Iteration 29Q: 3 clusters Score -3275978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3276026.250000 Penalty: 3589.557373
	Iteration 30Q: 3 clusters Score -3276026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3276062.500000 Penalty: 3589.557373
	Iteration 31Q: 3 clusters Score -3276062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3276083.750000 Penalty: 3589.557373
	Iteration 32Q: 3 clusters Score -3276084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3276105.250000 Penalty: 3589.557373
	Iteration 33Q: 3 clusters Score -3276105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3276130.250000 Penalty: 3589.557373
	Iteration 34Q: 3 clusters Score -3276130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3276150.250000 Penalty: 3589.557373
	Iteration 35Q: 3 clusters Score -3276150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3276161.750000 Penalty: 3589.557373
	Iteration 36Q: 3 clusters Score -3276162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3276176.500000 Penalty: 3589.557373
	Iteration 37Q: 3 clusters Score -3276176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3276193.000000 Penalty: 3589.557373
	Iteration 38Q: 3 clusters Score -3276193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3276201.500000 Penalty: 3589.557373
	Iteration 39Q: 3 clusters Score -3276202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3276209.000000 Penalty: 3589.557373
	Iteration 40F: 3 clusters Score -3276209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3276208.500000 Penalty: 3589.557373
	Iteration 41Q: 3 clusters Score -3276208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3276210.750000 Penalty: 3589.557373
	Iteration 42Q: 3 clusters Score -3276211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3276214.750000 Penalty: 3589.557373
	Iteration 43Q: 3 clusters Score -3276215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3276216.500000 Penalty: 3589.557373
	Iteration 44Q: 3 clusters Score -3276216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3276218.000000 Penalty: 3589.557373
	Iteration 45Q: 3 clusters Score -3276218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3276221.250000 Penalty: 3589.557373
	Iteration 46Q: 3 clusters Score -3276221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3276234.500000 Penalty: 3589.557373
	Iteration 47Q: 3 clusters Score -3276234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3276238.750000 Penalty: 3589.557373
	Iteration 48Q: 3 clusters Score -3276239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3276252.250000 Penalty: 3589.557373
	Iteration 49Q: 3 clusters Score -3276252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3276255.000000 Penalty: 3589.557373
	Iteration 50Q: 3 clusters Score -3276255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3276258.000000 Penalty: 3589.557373
	Iteration 51Q: 3 clusters Score -3276258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3276260.000000 Penalty: 3589.557373
	Iteration 52Q: 3 clusters Score -3276260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3276261.000000 Penalty: 3589.557373
	Iteration 53Q: 3 clusters Score -3276261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3276263.750000 Penalty: 3589.557373
	Iteration 54Q: 3 clusters Score -3276264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3276263.750000 Penalty: 3589.557373
	Iteration 55F: 3 clusters Score -3276264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Entering Unmasked Estep 
Score: -1449444.375000 Penalty: 1661.177734
	Iteration 0F: 2 clusters Score -1449444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1430678.250000 Penalty: 3322.355469
	Iteration 0F: 3 clusters Score -1430678 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1437696.375000 Penalty: 3322.355469
	Iteration 1F: 3 clusters Score -1437696 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1438179.750000 Penalty: 3322.355469
	Iteration 2Q: 3 clusters Score -1438180 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1438720.750000 Penalty: 3322.355469
	Iteration 3Q: 3 clusters Score -1438721 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1439353.125000 Penalty: 3322.355469
	Iteration 4Q: 3 clusters Score -1439353 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1440172.750000 Penalty: 3322.355469
	Iteration 5F: 3 clusters Score -1440173 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1441218.250000 Penalty: 3322.355469
	Iteration 6F: 3 clusters Score -1441218 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1442382.875000 Penalty: 3322.355469
	Iteration 7F: 3 clusters Score -1442383 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1443530.375000 Penalty: 3322.355469
	Iteration 8F: 3 clusters Score -1443530 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1444212.875000 Penalty: 3322.355469
	Iteration 9Q: 3 clusters Score -1444213 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1444511.750000 Penalty: 3322.355469
	Iteration 10Q: 3 clusters Score -1444512 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1444636.875000 Penalty: 3322.355469
	Iteration 11Q: 3 clusters Score -1444637 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1444689.000000 Penalty: 3322.355469
	Iteration 12Q: 3 clusters Score -1444689 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1444742.875000 Penalty: 3322.355469
	Iteration 13Q: 3 clusters Score -1444743 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1444798.125000 Penalty: 3322.355469
	Iteration 14Q: 3 clusters Score -1444798 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1444841.000000 Penalty: 3322.355469
	Iteration 15Q: 3 clusters Score -1444841 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1444884.250000 Penalty: 3322.355469
	Iteration 16Q: 3 clusters Score -1444884 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1444915.500000 Penalty: 3322.355469
	Iteration 17Q: 3 clusters Score -1444916 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1444945.875000 Penalty: 3322.355469
	Iteration 18Q: 3 clusters Score -1444946 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1444971.500000 Penalty: 3322.355469
	Iteration 19Q: 3 clusters Score -1444972 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1445004.750000 Penalty: 3322.355469
	Iteration 20F: 3 clusters Score -1445005 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1445025.375000 Penalty: 3322.355469
	Iteration 21Q: 3 clusters Score -1445025 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1445049.125000 Penalty: 3322.355469
	Iteration 22Q: 3 clusters Score -1445049 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1445073.500000 Penalty: 3322.355469
	Iteration 23Q: 3 clusters Score -1445074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1445094.250000 Penalty: 3322.355469
	Iteration 24Q: 3 clusters Score -1445094 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1445120.875000 Penalty: 3322.355469
	Iteration 25Q: 3 clusters Score -1445121 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1445150.125000 Penalty: 3322.355469
	Iteration 26Q: 3 clusters Score -1445150 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1445180.000000 Penalty: 3322.355469
	Iteration 27Q: 3 clusters Score -1445180 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1445213.375000 Penalty: 3322.355469
	Iteration 28Q: 3 clusters Score -1445213 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1445244.875000 Penalty: 3322.355469
	Iteration 29Q: 3 clusters Score -1445245 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1445265.375000 Penalty: 3322.355469
	Iteration 30Q: 3 clusters Score -1445265 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1445296.750000 Penalty: 3322.355469
	Iteration 31Q: 3 clusters Score -1445297 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1445328.125000 Penalty: 3322.355469
	Iteration 32Q: 3 clusters Score -1445328 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1445351.625000 Penalty: 3322.355469
	Iteration 33Q: 3 clusters Score -1445352 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1445398.250000 Penalty: 3322.355469
	Iteration 34Q: 3 clusters Score -1445398 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1445424.125000 Penalty: 3322.355469
	Iteration 35Q: 3 clusters Score -1445424 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1445447.750000 Penalty: 3322.355469
	Iteration 36Q: 3 clusters Score -1445448 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1445469.375000 Penalty: 3322.355469
	Iteration 37Q: 3 clusters Score -1445469 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1445494.375000 Penalty: 3322.355469
	Iteration 38Q: 3 clusters Score -1445494 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1445517.375000 Penalty: 3322.355469
	Iteration 39Q: 3 clusters Score -1445517 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1445539.500000 Penalty: 3322.355469
	Iteration 40F: 3 clusters Score -1445540 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1445578.375000 Penalty: 3322.355469
	Iteration 41Q: 3 clusters Score -1445578 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1445616.000000 Penalty: 3322.355469
	Iteration 42Q: 3 clusters Score -1445616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1445645.250000 Penalty: 3322.355469
	Iteration 43Q: 3 clusters Score -1445645 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1445693.000000 Penalty: 3322.355469
	Iteration 44Q: 3 clusters Score -1445693 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1445740.000000 Penalty: 3322.355469
	Iteration 45Q: 3 clusters Score -1445740 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1445790.500000 Penalty: 3322.355469
	Iteration 46Q: 3 clusters Score -1445790 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1445851.625000 Penalty: 3322.355469
	Iteration 47Q: 3 clusters Score -1445852 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1445926.250000 Penalty: 3322.355469
	Iteration 48Q: 3 clusters Score -1445926 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1446002.250000 Penalty: 3322.355469
	Iteration 49Q: 3 clusters Score -1446002 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1446080.375000 Penalty: 3322.355469
	Iteration 50Q: 3 clusters Score -1446080 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1446165.750000 Penalty: 3322.355469
	Iteration 51Q: 3 clusters Score -1446166 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1446250.250000 Penalty: 3322.355469
	Iteration 52Q: 3 clusters Score -1446250 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1446339.250000 Penalty: 3322.355469
	Iteration 53Q: 3 clusters Score -1446339 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1446432.625000 Penalty: 3322.355469
	Iteration 54Q: 3 clusters Score -1446433 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1446518.875000 Penalty: 3322.355469
	Iteration 55Q: 3 clusters Score -1446519 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1446595.250000 Penalty: 3322.355469
	Iteration 56Q: 3 clusters Score -1446595 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1446673.375000 Penalty: 3322.355469
	Iteration 57Q: 3 clusters Score -1446673 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1446769.625000 Penalty: 3322.355469
	Iteration 58Q: 3 clusters Score -1446770 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1446862.250000 Penalty: 3322.355469
	Iteration 59Q: 3 clusters Score -1446862 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1446947.000000 Penalty: 3322.355469
	Iteration 60F: 3 clusters Score -1446947 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1447038.500000 Penalty: 3322.355469
	Iteration 61Q: 3 clusters Score -1447038 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1447124.750000 Penalty: 3322.355469
	Iteration 62Q: 3 clusters Score -1447125 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1447216.375000 Penalty: 3322.355469
	Iteration 63Q: 3 clusters Score -1447216 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1447305.125000 Penalty: 3322.355469
	Iteration 64Q: 3 clusters Score -1447305 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1447391.625000 Penalty: 3322.355469
	Iteration 65Q: 3 clusters Score -1447392 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1447474.500000 Penalty: 3322.355469
	Iteration 66Q: 3 clusters Score -1447474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1447558.250000 Penalty: 3322.355469
	Iteration 67Q: 3 clusters Score -1447558 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1447621.750000 Penalty: 3322.355469
	Iteration 68Q: 3 clusters Score -1447622 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1447666.500000 Penalty: 3322.355469
	Iteration 69Q: 3 clusters Score -1447666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1447709.000000 Penalty: 3322.355469
	Iteration 70Q: 3 clusters Score -1447709 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1447731.875000 Penalty: 3322.355469
	Iteration 71Q: 3 clusters Score -1447732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1447769.375000 Penalty: 3322.355469
	Iteration 72Q: 3 clusters Score -1447769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1447800.125000 Penalty: 3322.355469
	Iteration 73Q: 3 clusters Score -1447800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1447833.875000 Penalty: 3322.355469
	Iteration 74Q: 3 clusters Score -1447834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1447852.750000 Penalty: 3322.355469
	Iteration 75Q: 3 clusters Score -1447853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1447869.750000 Penalty: 3322.355469
	Iteration 76Q: 3 clusters Score -1447870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1447888.375000 Penalty: 3322.355469
	Iteration 77Q: 3 clusters Score -1447888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1447903.750000 Penalty: 3322.355469
	Iteration 78Q: 3 clusters Score -1447904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1447920.375000 Penalty: 3322.355469
	Iteration 79Q: 3 clusters Score -1447920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1447931.125000 Penalty: 3322.355469
	Iteration 80F: 3 clusters Score -1447931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1447943.000000 Penalty: 3322.355469
	Iteration 81Q: 3 clusters Score -1447943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1447952.125000 Penalty: 3322.355469
	Iteration 82Q: 3 clusters Score -1447952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1447969.250000 Penalty: 3322.355469
	Iteration 83Q: 3 clusters Score -1447969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1447982.375000 Penalty: 3322.355469
	Iteration 84Q: 3 clusters Score -1447982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1447996.000000 Penalty: 3322.355469
	Iteration 85Q: 3 clusters Score -1447996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1448011.375000 Penalty: 3322.355469
	Iteration 86Q: 3 clusters Score -1448011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1448027.125000 Penalty: 3322.355469
	Iteration 87Q: 3 clusters Score -1448027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1448039.250000 Penalty: 3322.355469
	Iteration 88Q: 3 clusters Score -1448039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1448051.250000 Penalty: 3322.355469
	Iteration 89Q: 3 clusters Score -1448051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1448058.125000 Penalty: 3322.355469
	Iteration 90Q: 3 clusters Score -1448058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1448062.500000 Penalty: 3322.355469
	Iteration 91Q: 3 clusters Score -1448062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1448072.250000 Penalty: 3322.355469
	Iteration 92Q: 3 clusters Score -1448072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1448075.500000 Penalty: 3322.355469
	Iteration 93Q: 3 clusters Score -1448076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1448080.625000 Penalty: 3322.355469
	Iteration 94Q: 3 clusters Score -1448081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1448086.375000 Penalty: 3322.355469
	Iteration 95Q: 3 clusters Score -1448086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1448086.375000 Penalty: 3322.355469
	Iteration 96F: 3 clusters Score -1448086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Entering Unmasked Estep 
Score: -2504898.000000 Penalty: 1752.549194
	Iteration 0F: 2 clusters Score -2504898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -2472572.750000 Penalty: 3505.098389
	Iteration 0F: 3 clusters Score -2472573 nChanged 22486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2485451.500000 Penalty: 3505.098389
	Iteration 1F: 3 clusters Score -2485452 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -2485994.250000 Penalty: 3505.098389
	Iteration 2Q: 3 clusters Score -2485994 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2486607.500000 Penalty: 3505.098389
	Iteration 3Q: 3 clusters Score -2486608 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2487350.750000 Penalty: 3505.098389
	Iteration 4Q: 3 clusters Score -2487351 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2488280.750000 Penalty: 3505.098389
	Iteration 5Q: 3 clusters Score -2488281 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2489638.000000 Penalty: 3505.098389
	Iteration 6F: 3 clusters Score -2489638 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2491453.000000 Penalty: 3505.098389
	Iteration 7F: 3 clusters Score -2491453 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2493521.000000 Penalty: 3505.098389
	Iteration 8F: 3 clusters Score -2493521 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2495407.750000 Penalty: 3505.098389
	Iteration 9F: 3 clusters Score -2495408 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2496667.000000 Penalty: 3505.098389
	Iteration 10Q: 3 clusters Score -2496667 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2497347.250000 Penalty: 3505.098389
	Iteration 11Q: 3 clusters Score -2497347 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2497833.500000 Penalty: 3505.098389
	Iteration 12Q: 3 clusters Score -2497834 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2498284.750000 Penalty: 3505.098389
	Iteration 13Q: 3 clusters Score -2498285 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2498780.250000 Penalty: 3505.098389
	Iteration 14Q: 3 clusters Score -2498780 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2499263.250000 Penalty: 3505.098389
	Iteration 15Q: 3 clusters Score -2499263 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2499710.250000 Penalty: 3505.098389
	Iteration 16Q: 3 clusters Score -2499710 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2500107.000000 Penalty: 3505.098389
	Iteration 17Q: 3 clusters Score -2500107 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2500427.000000 Penalty: 3505.098389
	Iteration 18Q: 3 clusters Score -2500427 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2500661.000000 Penalty: 3505.098389
	Iteration 19Q: 3 clusters Score -2500661 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2500827.750000 Penalty: 3505.098389
	Iteration 20F: 3 clusters Score -2500828 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2500937.000000 Penalty: 3505.098389
	Iteration 21Q: 3 clusters Score -2500937 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2501028.750000 Penalty: 3505.098389
	Iteration 22Q: 3 clusters Score -2501029 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2501097.000000 Penalty: 3505.098389
	Iteration 23Q: 3 clusters Score -2501097 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2501159.250000 Penalty: 3505.098389
	Iteration 24Q: 3 clusters Score -2501159 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2501204.750000 Penalty: 3505.098389
	Iteration 25Q: 3 clusters Score -2501205 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2501241.000000 Penalty: 3505.098389
	Iteration 26Q: 3 clusters Score -2501241 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2501298.500000 Penalty: 3505.098389
	Iteration 27Q: 3 clusters Score -2501298 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2501326.750000 Penalty: 3505.098389
	Iteration 28Q: 3 clusters Score -2501327 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2501374.250000 Penalty: 3505.098389
	Iteration 29Q: 3 clusters Score -2501374 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2501400.000000 Penalty: 3505.098389
	Iteration 30Q: 3 clusters Score -2501400 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2501428.750000 Penalty: 3505.098389
	Iteration 31Q: 3 clusters Score -2501429 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2501467.750000 Penalty: 3505.098389
	Iteration 32Q: 3 clusters Score -2501468 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2501499.000000 Penalty: 3505.098389
	Iteration 33Q: 3 clusters Score -2501499 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2501526.500000 Penalty: 3505.098389
	Iteration 34Q: 3 clusters Score -2501526 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2501550.000000 Penalty: 3505.098389
	Iteration 35Q: 3 clusters Score -2501550 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2501583.500000 Penalty: 3505.098389
	Iteration 36Q: 3 clusters Score -2501584 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2501607.750000 Penalty: 3505.098389
	Iteration 37Q: 3 clusters Score -2501608 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2501624.750000 Penalty: 3505.098389
	Iteration 38Q: 3 clusters Score -2501625 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2501650.000000 Penalty: 3505.098389
	Iteration 39Q: 3 clusters Score -2501650 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2501700.500000 Penalty: 3505.098389
	Iteration 40F: 3 clusters Score -2501700 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2501759.500000 Penalty: 3505.098389
	Iteration 41Q: 3 clusters Score -2501760 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2501813.500000 Penalty: 3505.098389
	Iteration 42Q: 3 clusters Score -2501814 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2501889.000000 Penalty: 3505.098389
	Iteration 43Q: 3 clusters Score -2501889 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2501962.750000 Penalty: 3505.098389
	Iteration 44Q: 3 clusters Score -2501963 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2502038.500000 Penalty: 3505.098389
	Iteration 45Q: 3 clusters Score -2502038 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2502130.500000 Penalty: 3505.098389
	Iteration 46Q: 3 clusters Score -2502130 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2502225.500000 Penalty: 3505.098389
	Iteration 47Q: 3 clusters Score -2502226 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2502311.000000 Penalty: 3505.098389
	Iteration 48Q: 3 clusters Score -2502311 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2502378.000000 Penalty: 3505.098389
	Iteration 49Q: 3 clusters Score -2502378 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2502463.750000 Penalty: 3505.098389
	Iteration 50Q: 3 clusters Score -2502464 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2502510.500000 Penalty: 3505.098389
	Iteration 51Q: 3 clusters Score -2502510 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2502552.250000 Penalty: 3505.098389
	Iteration 52Q: 3 clusters Score -2502552 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2502607.000000 Penalty: 3505.098389
	Iteration 53Q: 3 clusters Score -2502607 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2502647.500000 Penalty: 3505.098389
	Iteration 54Q: 3 clusters Score -2502648 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2502657.000000 Penalty: 3505.098389
	Iteration 55Q: 3 clusters Score -2502657 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2502697.500000 Penalty: 3505.098389
	Iteration 56Q: 3 clusters Score -2502698 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2502721.000000 Penalty: 3505.098389
	Iteration 57Q: 3 clusters Score -2502721 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2502746.500000 Penalty: 3505.098389
	Iteration 58Q: 3 clusters Score -2502746 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2502756.000000 Penalty: 3505.098389
	Iteration 59Q: 3 clusters Score -2502756 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2502760.250000 Penalty: 3505.098389
	Iteration 60F: 3 clusters Score -2502760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2502774.750000 Penalty: 3505.098389
	Iteration 61Q: 3 clusters Score -2502775 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2502768.500000 Penalty: 3505.098389
	Iteration 62Q: 3 clusters Score -2502768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2502780.500000 Penalty: 3505.098389
	Iteration 63Q: 3 clusters Score -2502780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2502780.000000 Penalty: 3505.098389
	Iteration 64Q: 3 clusters Score -2502780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2502784.750000 Penalty: 3505.098389
	Iteration 65Q: 3 clusters Score -2502785 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2502778.500000 Penalty: 3505.098389
	Iteration 66Q: 3 clusters Score -2502778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2502792.250000 Penalty: 3505.098389
	Iteration 67Q: 3 clusters Score -2502792 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2502795.750000 Penalty: 3505.098389
	Iteration 68Q: 3 clusters Score -2502796 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2502814.750000 Penalty: 3505.098389
	Iteration 69Q: 3 clusters Score -2502815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2502818.250000 Penalty: 3505.098389
	Iteration 70Q: 3 clusters Score -2502818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2502823.250000 Penalty: 3505.098389
	Iteration 71Q: 3 clusters Score -2502823 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2502830.750000 Penalty: 3505.098389
	Iteration 72Q: 3 clusters Score -2502831 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2502830.750000 Penalty: 3505.098389
	Iteration 73Q: 3 clusters Score -2502831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2502842.000000 Penalty: 3505.098389
	Iteration 74Q: 3 clusters Score -2502842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2502840.750000 Penalty: 3505.098389
	Iteration 75Q: 3 clusters Score -2502841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2502839.250000 Penalty: 3505.098389
	Iteration 76Q: 3 clusters Score -2502839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2502834.750000 Penalty: 3505.098389
	Iteration 77Q: 3 clusters Score -2502835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2502837.250000 Penalty: 3505.098389
	Iteration 78Q: 3 clusters Score -2502837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2502837.750000 Penalty: 3505.098389
	Iteration 79Q: 3 clusters Score -2502838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2502838.250000 Penalty: 3505.098389
	Iteration 80F: 3 clusters Score -2502838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2502840.500000 Penalty: 3505.098389
	Iteration 81Q: 3 clusters Score -2502840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2502842.000000 Penalty: 3505.098389
	Iteration 82Q: 3 clusters Score -2502842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2502844.500000 Penalty: 3505.098389
	Iteration 83Q: 3 clusters Score -2502844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2502845.000000 Penalty: 3505.098389
	Iteration 84Q: 3 clusters Score -2502845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2502846.250000 Penalty: 3505.098389
	Iteration 85Q: 3 clusters Score -2502846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2502849.250000 Penalty: 3505.098389
	Iteration 86Q: 3 clusters Score -2502849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2502845.750000 Penalty: 3505.098389
	Iteration 87Q: 3 clusters Score -2502846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2502845.500000 Penalty: 3505.098389
	Iteration 88Q: 3 clusters Score -2502846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2502844.750000 Penalty: 3505.098389
	Iteration 89Q: 3 clusters Score -2502845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2502845.750000 Penalty: 3505.098389
	Iteration 90Q: 3 clusters Score -2502846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2502845.250000 Penalty: 3505.098389
	Iteration 91Q: 3 clusters Score -2502845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2502848.250000 Penalty: 3505.098389
	Iteration 92Q: 3 clusters Score -2502848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2502847.750000 Penalty: 3505.098389
	Iteration 93Q: 3 clusters Score -2502848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2502853.500000 Penalty: 3505.098389
	Iteration 94Q: 3 clusters Score -2502854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2502855.500000 Penalty: 3505.098389
	Iteration 95Q: 3 clusters Score -2502856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2502855.000000 Penalty: 3505.098389
	Iteration 96Q: 3 clusters Score -2502855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2502855.000000 Penalty: 3505.098389
	Iteration 97F: 3 clusters Score -2502855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Entering Unmasked Estep 
Score: -517545.406250 Penalty: 1506.669312
	Iteration 0F: 2 clusters Score -517545.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -510024.406250 Penalty: 3013.338623
	Iteration 0F: 3 clusters Score -510024.4 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -512809.281250 Penalty: 3013.338623
	Iteration 1F: 3 clusters Score -512809.3 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -513879.875000 Penalty: 3013.338623
	Iteration 2F: 3 clusters Score -513879.9 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -515378.281250 Penalty: 3013.338623
	Iteration 3F: 3 clusters Score -515378.3 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -516728.062500 Penalty: 3013.338623
	Iteration 4F: 3 clusters Score -516728.1 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -517534.156250 Penalty: 3013.338623
	Iteration 5F: 3 clusters Score -517534.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -517884.343750 Penalty: 3013.338623
	Iteration 6Q: 3 clusters Score -517884.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -517993.687500 Penalty: 3013.338623
	Iteration 7Q: 3 clusters Score -517993.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -518026.000000 Penalty: 3013.338623
	Iteration 8Q: 3 clusters Score -518026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -518038.812500 Penalty: 3013.338623
	Iteration 9Q: 3 clusters Score -518038.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -518044.031250 Penalty: 3013.338623
	Iteration 10Q: 3 clusters Score -518044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -518043.843750 Penalty: 3013.338623
	Iteration 11Q: 3 clusters Score -518043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -518046.468750 Penalty: 3013.338623
	Iteration 12Q: 3 clusters Score -518046.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -518046.937500 Penalty: 3013.338623
	Iteration 13Q: 3 clusters Score -518046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -518049.687500 Penalty: 3013.338623
	Iteration 14Q: 3 clusters Score -518049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -518049.812500 Penalty: 3013.338623
	Iteration 15Q: 3 clusters Score -518049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -518049.812500 Penalty: 3013.338623
	Iteration 16F: 3 clusters Score -518049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 29582 members 
Mstep: Class 6 contains 4609 members 
Mstep: Class 8 contains 20527 members 
Mstep: Class 9 contains 48924 members 
Mstep: Class 10 contains 104459 members 
Mstep: Class 12 contains 62617 members 
Mstep: Class 16 contains 27519 members 
Mstep: Class 17 contains 48287 members 
Mstep: Class 18 contains 8444 members 
Mstep: Class 22 contains 57041 members 
Entering Unmasked Estep 
Score: -20842710.000000 Penalty: 25233.794922
Splitting cluster 18 changes total score from -20842796.000000 to -20842710.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (57041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Entering Unmasked Estep 
Score: -3001519.000000 Penalty: 1779.622925
	Iteration 0F: 2 clusters Score -3001519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -2963390.000000 Penalty: 3559.245850
	Iteration 0F: 3 clusters Score -2963390 nChanged 26794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -2978901.500000 Penalty: 3559.245850
	Iteration 1F: 3 clusters Score -2978902 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -2979374.250000 Penalty: 3559.245850
	Iteration 2Q: 3 clusters Score -2979374 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -2979883.750000 Penalty: 3559.245850
	Iteration 3Q: 3 clusters Score -2979884 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -2980514.000000 Penalty: 3559.245850
	Iteration 4Q: 3 clusters Score -2980514 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -2981387.750000 Penalty: 3559.245850
	Iteration 5Q: 3 clusters Score -2981388 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -2982763.750000 Penalty: 3559.245850
	Iteration 6Q: 3 clusters Score -2982764 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -2984925.000000 Penalty: 3559.245850
	Iteration 7F: 3 clusters Score -2984925 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -2987922.250000 Penalty: 3559.245850
	Iteration 8F: 3 clusters Score -2987922 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -2991161.500000 Penalty: 3559.245850
	Iteration 9F: 3 clusters Score -2991162 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -2994031.500000 Penalty: 3559.245850
	Iteration 10F: 3 clusters Score -2994032 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -2996271.250000 Penalty: 3559.245850
	Iteration 11Q: 3 clusters Score -2996271 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -2997855.250000 Penalty: 3559.245850
	Iteration 12Q: 3 clusters Score -2997855 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -2998773.000000 Penalty: 3559.245850
	Iteration 13Q: 3 clusters Score -2998773 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -2999341.500000 Penalty: 3559.245850
	Iteration 14Q: 3 clusters Score -2999342 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -2999676.750000 Penalty: 3559.245850
	Iteration 15Q: 3 clusters Score -2999677 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -2999858.750000 Penalty: 3559.245850
	Iteration 16Q: 3 clusters Score -2999859 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -2999955.250000 Penalty: 3559.245850
	Iteration 17Q: 3 clusters Score -2999955 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -3000002.000000 Penalty: 3559.245850
	Iteration 18Q: 3 clusters Score -3000002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -3000032.000000 Penalty: 3559.245850
	Iteration 19Q: 3 clusters Score -3000032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -3000046.000000 Penalty: 3559.245850
	Iteration 20F: 3 clusters Score -3000046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -3000057.250000 Penalty: 3559.245850
	Iteration 21Q: 3 clusters Score -3000057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -3000063.750000 Penalty: 3559.245850
	Iteration 22Q: 3 clusters Score -3000064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -3000074.500000 Penalty: 3559.245850
	Iteration 23Q: 3 clusters Score -3000074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -3000082.250000 Penalty: 3559.245850
	Iteration 24Q: 3 clusters Score -3000082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -3000090.250000 Penalty: 3559.245850
	Iteration 25Q: 3 clusters Score -3000090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -3000092.250000 Penalty: 3559.245850
	Iteration 26Q: 3 clusters Score -3000092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -3000095.000000 Penalty: 3559.245850
	Iteration 27Q: 3 clusters Score -3000095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -3000095.500000 Penalty: 3559.245850
	Iteration 28Q: 3 clusters Score -3000096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -3000095.500000 Penalty: 3559.245850
	Iteration 29F: 3 clusters Score -3000096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 3 contains 29582 members 
Mstep: Class 6 contains 4609 members 
Mstep: Class 8 contains 20527 members 
Mstep: Class 9 contains 48924 members 
Mstep: Class 10 contains 104459 members 
Mstep: Class 12 contains 62617 members 
Mstep: Class 16 contains 27519 members 
Mstep: Class 17 contains 48287 members 
Mstep: Class 18 contains 10634 members 
Mstep: Class 22 contains 57041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20842820.000000 Penalty: 23130.978516
Iteration 439Q: 12 clusters Score -2.084282e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 3 contains 29558 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 8 contains 20502 members 
Mstep: Class 9 contains 48895 members 
Mstep: Class 10 contains 104725 members 
Mstep: Class 12 contains 62606 members 
Mstep: Class 16 contains 27491 members 
Mstep: Class 17 contains 48207 members 
Mstep: Class 18 contains 10626 members 
Mstep: Class 22 contains 57010 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 440F: 12 clusters Score -2.084285e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 3 contains 29529 members 
Mstep: Class 6 contains 4628 members 
Mstep: Class 8 contains 20479 members 
Mstep: Class 9 contains 48860 members 
Mstep: Class 10 contains 105015 members 
Mstep: Class 12 contains 62586 members 
Mstep: Class 16 contains 27464 members 
Mstep: Class 17 contains 48115 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 22 contains 56980 members 
Entering Unmasked Estep 
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Iteration 441Q: 12 clusters Score -2.084288e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 3 contains 29499 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 8 contains 20457 members 
Mstep: Class 9 contains 48820 members 
Mstep: Class 10 contains 105289 members 
Mstep: Class 12 contains 62567 members 
Mstep: Class 16 contains 27445 members 
Mstep: Class 17 contains 48032 members 
Mstep: Class 18 contains 10612 members 
Mstep: Class 22 contains 56958 members 
Entering Unmasked Estep 
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Iteration 442Q: 12 clusters Score -2.084291e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 3 contains 29483 members 
Mstep: Class 6 contains 4631 members 
Mstep: Class 8 contains 20427 members 
Mstep: Class 9 contains 48795 members 
Mstep: Class 10 contains 105532 members 
Mstep: Class 12 contains 62541 members 
Mstep: Class 16 contains 27418 members 
Mstep: Class 17 contains 47963 members 
Mstep: Class 18 contains 10609 members 
Mstep: Class 22 contains 56942 members 
Entering Unmasked Estep 
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Iteration 443Q: 12 clusters Score -2.084297e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 3 contains 29466 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 8 contains 20401 members 
Mstep: Class 9 contains 48767 members 
Mstep: Class 10 contains 105782 members 
Mstep: Class 12 contains 62519 members 
Mstep: Class 16 contains 27389 members 
Mstep: Class 17 contains 47882 members 
Mstep: Class 18 contains 10603 members 
Mstep: Class 22 contains 56929 members 
Entering Unmasked Estep 
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Iteration 444Q: 12 clusters Score -2.084298e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 3 contains 29447 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 8 contains 20370 members 
Mstep: Class 9 contains 48741 members 
Mstep: Class 10 contains 106028 members 
Mstep: Class 12 contains 62495 members 
Mstep: Class 16 contains 27369 members 
Mstep: Class 17 contains 47804 members 
Mstep: Class 18 contains 10597 members 
Mstep: Class 22 contains 56914 members 
Entering Unmasked Estep 
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Iteration 445Q: 12 clusters Score -2.084297e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 3 contains 29421 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 9 contains 48712 members 
Mstep: Class 10 contains 106273 members 
Mstep: Class 12 contains 62467 members 
Mstep: Class 16 contains 27350 members 
Mstep: Class 17 contains 47731 members 
Mstep: Class 18 contains 10595 members 
Mstep: Class 22 contains 56902 members 
Entering Unmasked Estep 
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Iteration 446Q: 12 clusters Score -2.084296e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 3 contains 29402 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 8 contains 20312 members 
Mstep: Class 9 contains 48692 members 
Mstep: Class 10 contains 106493 members 
Mstep: Class 12 contains 62444 members 
Mstep: Class 16 contains 27329 members 
Mstep: Class 17 contains 47657 members 
Mstep: Class 18 contains 10592 members 
Mstep: Class 22 contains 56884 members 
Entering Unmasked Estep 
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Iteration 447Q: 12 clusters Score -2.0843e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 3 contains 29391 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 8 contains 20283 members 
Mstep: Class 9 contains 48665 members 
Mstep: Class 10 contains 106720 members 
Mstep: Class 12 contains 62415 members 
Mstep: Class 16 contains 27314 members 
Mstep: Class 17 contains 47579 members 
Mstep: Class 18 contains 10592 members 
Mstep: Class 22 contains 56868 members 
Entering Unmasked Estep 
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Iteration 448Q: 12 clusters Score -2.084301e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 3 contains 29373 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 8 contains 20264 members 
Mstep: Class 9 contains 48633 members 
Mstep: Class 10 contains 106984 members 
Mstep: Class 12 contains 62377 members 
Mstep: Class 16 contains 27292 members 
Mstep: Class 17 contains 47488 members 
Mstep: Class 18 contains 10590 members 
Mstep: Class 22 contains 56850 members 
Entering Unmasked Estep 
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Iteration 449Q: 12 clusters Score -2.084301e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 3 contains 29363 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 8 contains 20248 members 
Mstep: Class 9 contains 48603 members 
Mstep: Class 10 contains 107235 members 
Mstep: Class 12 contains 62332 members 
Mstep: Class 16 contains 27275 members 
Mstep: Class 17 contains 47398 members 
Mstep: Class 18 contains 10586 members 
Mstep: Class 22 contains 56830 members 
Entering Unmasked Estep 
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Iteration 450Q: 12 clusters Score -2.084303e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 3 contains 29355 members 
Mstep: Class 6 contains 4650 members 
Mstep: Class 8 contains 20230 members 
Mstep: Class 9 contains 48577 members 
Mstep: Class 10 contains 107470 members 
Mstep: Class 12 contains 62296 members 
Mstep: Class 16 contains 27260 members 
Mstep: Class 17 contains 47309 members 
Mstep: Class 18 contains 10581 members 
Mstep: Class 22 contains 56813 members 
Entering Unmasked Estep 
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Iteration 451Q: 12 clusters Score -2.084303e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 3 contains 29349 members 
Mstep: Class 6 contains 4653 members 
Mstep: Class 8 contains 20209 members 
Mstep: Class 9 contains 48556 members 
Mstep: Class 10 contains 107689 members 
Mstep: Class 12 contains 62271 members 
Mstep: Class 16 contains 27250 members 
Mstep: Class 17 contains 47199 members 
Mstep: Class 18 contains 10578 members 
Mstep: Class 22 contains 56798 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 452Q: 12 clusters Score -2.084303e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 3 contains 29337 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 8 contains 20185 members 
Mstep: Class 9 contains 48539 members 
Mstep: Class 10 contains 107926 members 
Mstep: Class 12 contains 62253 members 
Mstep: Class 16 contains 27237 members 
Mstep: Class 17 contains 47093 members 
Mstep: Class 18 contains 10575 members 
Mstep: Class 22 contains 56777 members 
Entering Unmasked Estep 
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Iteration 453Q: 12 clusters Score -2.084302e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 3 contains 29323 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 8 contains 20168 members 
Mstep: Class 9 contains 48521 members 
Mstep: Class 10 contains 108168 members 
Mstep: Class 12 contains 62244 members 
Mstep: Class 16 contains 27221 members 
Mstep: Class 17 contains 46961 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 22 contains 56747 members 
Entering Unmasked Estep 
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Iteration 454Q: 12 clusters Score -2.084304e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 3 contains 29313 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 8 contains 20144 members 
Mstep: Class 9 contains 48505 members 
Mstep: Class 10 contains 108393 members 
Mstep: Class 12 contains 62230 members 
Mstep: Class 16 contains 27205 members 
Mstep: Class 17 contains 46835 members 
Mstep: Class 18 contains 10570 members 
Mstep: Class 22 contains 56732 members 
Entering Unmasked Estep 
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Iteration 455Q: 12 clusters Score -2.084311e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 3 contains 29299 members 
Mstep: Class 6 contains 4704 members 
Mstep: Class 8 contains 20122 members 
Mstep: Class 9 contains 48502 members 
Mstep: Class 10 contains 108608 members 
Mstep: Class 12 contains 62214 members 
Mstep: Class 16 contains 27195 members 
Mstep: Class 17 contains 46702 members 
Mstep: Class 18 contains 10570 members 
Mstep: Class 22 contains 56714 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 456Q: 12 clusters Score -2.084306e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 3 contains 29286 members 
Mstep: Class 6 contains 4719 members 
Mstep: Class 8 contains 20104 members 
Mstep: Class 9 contains 48495 members 
Mstep: Class 10 contains 108820 members 
Mstep: Class 12 contains 62205 members 
Mstep: Class 16 contains 27180 members 
Mstep: Class 17 contains 46585 members 
Mstep: Class 18 contains 10567 members 
Mstep: Class 22 contains 56700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843078.000000 Penalty: 23130.978516
Iteration 457Q: 12 clusters Score -2.084308e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 3 contains 29280 members 
Mstep: Class 6 contains 4737 members 
Mstep: Class 8 contains 20088 members 
Mstep: Class 9 contains 48487 members 
Mstep: Class 10 contains 109052 members 
Mstep: Class 12 contains 62180 members 
Mstep: Class 16 contains 27156 members 
Mstep: Class 17 contains 46467 members 
Mstep: Class 18 contains 10565 members 
Mstep: Class 22 contains 56683 members 
Entering Unmasked Estep 
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Iteration 458Q: 12 clusters Score -2.084302e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 3 contains 29264 members 
Mstep: Class 6 contains 4749 members 
Mstep: Class 8 contains 20067 members 
Mstep: Class 9 contains 48480 members 
Mstep: Class 10 contains 109291 members 
Mstep: Class 12 contains 62157 members 
Mstep: Class 16 contains 27137 members 
Mstep: Class 17 contains 46346 members 
Mstep: Class 18 contains 10564 members 
Mstep: Class 22 contains 56672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843062.000000 Penalty: 23130.978516
Iteration 459Q: 12 clusters Score -2.084306e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 3 contains 29248 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 8 contains 20035 members 
Mstep: Class 9 contains 48468 members 
Mstep: Class 10 contains 109502 members 
Mstep: Class 12 contains 62140 members 
Mstep: Class 16 contains 27118 members 
Mstep: Class 17 contains 46262 members 
Mstep: Class 18 contains 10564 members 
Mstep: Class 22 contains 56659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843102.000000 Penalty: 23130.978516
Iteration 460F: 12 clusters Score -2.08431e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 3 contains 29234 members 
Mstep: Class 6 contains 4763 members 
Mstep: Class 8 contains 20013 members 
Mstep: Class 9 contains 48441 members 
Mstep: Class 10 contains 109725 members 
Mstep: Class 12 contains 62120 members 
Mstep: Class 16 contains 27102 members 
Mstep: Class 17 contains 46174 members 
Mstep: Class 18 contains 10564 members 
Mstep: Class 22 contains 56640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843058.000000 Penalty: 23130.978516
Iteration 461Q: 12 clusters Score -2.084306e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 3 contains 29223 members 
Mstep: Class 6 contains 4771 members 
Mstep: Class 8 contains 19989 members 
Mstep: Class 9 contains 48423 members 
Mstep: Class 10 contains 109929 members 
Mstep: Class 12 contains 62102 members 
Mstep: Class 16 contains 27086 members 
Mstep: Class 17 contains 46077 members 
Mstep: Class 18 contains 10562 members 
Mstep: Class 22 contains 56632 members 
Entering Unmasked Estep 
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Iteration 462Q: 12 clusters Score -2.084311e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 3 contains 29210 members 
Mstep: Class 6 contains 4775 members 
Mstep: Class 8 contains 19971 members 
Mstep: Class 9 contains 48408 members 
Mstep: Class 10 contains 110127 members 
Mstep: Class 12 contains 62089 members 
Mstep: Class 16 contains 27068 members 
Mstep: Class 17 contains 45977 members 
Mstep: Class 18 contains 10561 members 
Mstep: Class 22 contains 56622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843174.000000 Penalty: 23130.978516
Iteration 463Q: 12 clusters Score -2.084317e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 3 contains 29200 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 8 contains 19953 members 
Mstep: Class 9 contains 48401 members 
Mstep: Class 10 contains 110307 members 
Mstep: Class 12 contains 62082 members 
Mstep: Class 16 contains 27049 members 
Mstep: Class 17 contains 45890 members 
Mstep: Class 18 contains 10562 members 
Mstep: Class 22 contains 56606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843180.000000 Penalty: 23130.978516
Iteration 464Q: 12 clusters Score -2.084318e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 3 contains 29193 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 8 contains 19938 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 110476 members 
Mstep: Class 12 contains 62062 members 
Mstep: Class 16 contains 27036 members 
Mstep: Class 17 contains 45815 members 
Mstep: Class 18 contains 10560 members 
Mstep: Class 22 contains 56587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843208.000000 Penalty: 23130.978516
Iteration 465Q: 12 clusters Score -2.084321e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 3 contains 29191 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 8 contains 19922 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 110662 members 
Mstep: Class 12 contains 62041 members 
Mstep: Class 16 contains 27021 members 
Mstep: Class 17 contains 45736 members 
Mstep: Class 18 contains 10558 members 
Mstep: Class 22 contains 56565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 466Q: 12 clusters Score -2.08432e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 3 contains 29183 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 8 contains 19917 members 
Mstep: Class 9 contains 48367 members 
Mstep: Class 10 contains 110815 members 
Mstep: Class 12 contains 62032 members 
Mstep: Class 16 contains 27008 members 
Mstep: Class 17 contains 45676 members 
Mstep: Class 18 contains 10554 members 
Mstep: Class 22 contains 56540 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 467Q: 12 clusters Score -2.084323e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 3 contains 29174 members 
Mstep: Class 6 contains 4797 members 
Mstep: Class 8 contains 19913 members 
Mstep: Class 9 contains 48356 members 
Mstep: Class 10 contains 110960 members 
Mstep: Class 12 contains 62015 members 
Mstep: Class 16 contains 26995 members 
Mstep: Class 17 contains 45625 members 
Mstep: Class 18 contains 10551 members 
Mstep: Class 22 contains 56515 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 468Q: 12 clusters Score -2.084322e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 3 contains 29169 members 
Mstep: Class 6 contains 4801 members 
Mstep: Class 8 contains 19905 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 111083 members 
Mstep: Class 12 contains 62003 members 
Mstep: Class 16 contains 26984 members 
Mstep: Class 17 contains 45575 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 22 contains 56499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843226.000000 Penalty: 23130.978516
Iteration 469Q: 12 clusters Score -2.084323e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 3 contains 29169 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 8 contains 19894 members 
Mstep: Class 9 contains 48329 members 
Mstep: Class 10 contains 111208 members 
Mstep: Class 12 contains 61992 members 
Mstep: Class 16 contains 26972 members 
Mstep: Class 17 contains 45526 members 
Mstep: Class 18 contains 10549 members 
Mstep: Class 22 contains 56487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843228.000000 Penalty: 23130.978516
Iteration 470Q: 12 clusters Score -2.084323e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 3 contains 29162 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 8 contains 19886 members 
Mstep: Class 9 contains 48302 members 
Mstep: Class 10 contains 111331 members 
Mstep: Class 12 contains 61984 members 
Mstep: Class 16 contains 26963 members 
Mstep: Class 17 contains 45492 members 
Mstep: Class 18 contains 10548 members 
Mstep: Class 22 contains 56474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 471Q: 12 clusters Score -2.084325e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 3 contains 29152 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 8 contains 19878 members 
Mstep: Class 9 contains 48288 members 
Mstep: Class 10 contains 111443 members 
Mstep: Class 12 contains 61980 members 
Mstep: Class 16 contains 26954 members 
Mstep: Class 17 contains 45458 members 
Mstep: Class 18 contains 10544 members 
Mstep: Class 22 contains 56461 members 
Entering Unmasked Estep 
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Iteration 472Q: 12 clusters Score -2.084325e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 3 contains 29143 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 8 contains 19872 members 
Mstep: Class 9 contains 48272 members 
Mstep: Class 10 contains 111549 members 
Mstep: Class 12 contains 61980 members 
Mstep: Class 16 contains 26948 members 
Mstep: Class 17 contains 45429 members 
Mstep: Class 18 contains 10540 members 
Mstep: Class 22 contains 56437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 473Q: 12 clusters Score -2.084323e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 3 contains 29137 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 8 contains 19859 members 
Mstep: Class 9 contains 48255 members 
Mstep: Class 10 contains 111668 members 
Mstep: Class 12 contains 61980 members 
Mstep: Class 16 contains 26936 members 
Mstep: Class 17 contains 45394 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 22 contains 56420 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 474Q: 12 clusters Score -2.084323e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 3 contains 29131 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 8 contains 19853 members 
Mstep: Class 9 contains 48239 members 
Mstep: Class 10 contains 111772 members 
Mstep: Class 12 contains 61980 members 
Mstep: Class 16 contains 26924 members 
Mstep: Class 17 contains 45358 members 
Mstep: Class 18 contains 10528 members 
Mstep: Class 22 contains 56401 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 475Q: 12 clusters Score -2.084322e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 3 contains 29129 members 
Mstep: Class 6 contains 4812 members 
Mstep: Class 8 contains 19841 members 
Mstep: Class 9 contains 48225 members 
Mstep: Class 10 contains 111870 members 
Mstep: Class 12 contains 61973 members 
Mstep: Class 16 contains 26912 members 
Mstep: Class 17 contains 45332 members 
Mstep: Class 18 contains 10523 members 
Mstep: Class 22 contains 56387 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 476Q: 12 clusters Score -2.084322e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 3 contains 29125 members 
Mstep: Class 6 contains 4813 members 
Mstep: Class 8 contains 19834 members 
Mstep: Class 9 contains 48222 members 
Mstep: Class 10 contains 111945 members 
Mstep: Class 12 contains 61966 members 
Mstep: Class 16 contains 26908 members 
Mstep: Class 17 contains 45305 members 
Mstep: Class 18 contains 10521 members 
Mstep: Class 22 contains 56373 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 477Q: 12 clusters Score -2.084327e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 3 contains 29120 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 8 contains 19823 members 
Mstep: Class 9 contains 48217 members 
Mstep: Class 10 contains 112023 members 
Mstep: Class 12 contains 61947 members 
Mstep: Class 16 contains 26899 members 
Mstep: Class 17 contains 45290 members 
Mstep: Class 18 contains 10519 members 
Mstep: Class 22 contains 56365 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 478Q: 12 clusters Score -2.084327e+07 nChanged 74
Entering ConstructFrom: 
Score: -20843270.000000 Penalty: 23130.978516
Entering ConstructFrom: 
Trying to split cluster 1 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -94121.437500 Penalty: 1217.573486
	Iteration 0F: 2 clusters Score -94121.44 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 892 members 
Entering Unmasked Estep 
Score: -92108.640625 Penalty: 2435.146973
	Iteration 0F: 3 clusters Score -92108.64 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -92528.851562 Penalty: 2435.146973
	Iteration 1F: 3 clusters Score -92528.85 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -92617.570312 Penalty: 2435.146973
	Iteration 2F: 3 clusters Score -92617.57 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -92665.726562 Penalty: 2435.146973
	Iteration 3Q: 3 clusters Score -92665.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -92689.031250 Penalty: 2435.146973
	Iteration 4Q: 3 clusters Score -92689.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -92701.492188 Penalty: 2435.146973
	Iteration 5Q: 3 clusters Score -92701.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -92711.304688 Penalty: 2435.146973
	Iteration 6Q: 3 clusters Score -92711.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -92722.750000 Penalty: 2435.146973
	Iteration 7Q: 3 clusters Score -92722.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -92730.406250 Penalty: 2435.146973
	Iteration 8Q: 3 clusters Score -92730.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -92737.304688 Penalty: 2435.146973
	Iteration 9Q: 3 clusters Score -92737.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -92738.828125 Penalty: 2435.146973
	Iteration 10Q: 3 clusters Score -92738.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -92740.531250 Penalty: 2435.146973
	Iteration 11Q: 3 clusters Score -92740.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -92742.226562 Penalty: 2435.146973
	Iteration 12Q: 3 clusters Score -92742.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -92744.562500 Penalty: 2435.146973
	Iteration 13Q: 3 clusters Score -92744.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -92746.703125 Penalty: 2435.146973
	Iteration 14Q: 3 clusters Score -92746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -92750.031250 Penalty: 2435.146973
	Iteration 15Q: 3 clusters Score -92750.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -92752.078125 Penalty: 2435.146973
	Iteration 16Q: 3 clusters Score -92752.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -92753.132812 Penalty: 2435.146973
	Iteration 17Q: 3 clusters Score -92753.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -92755.054688 Penalty: 2435.146973
	Iteration 18Q: 3 clusters Score -92755.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -92757.140625 Penalty: 2435.146973
	Iteration 19Q: 3 clusters Score -92757.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -92760.562500 Penalty: 2435.146973
	Iteration 20F: 3 clusters Score -92760.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -92764.250000 Penalty: 2435.146973
	Iteration 21Q: 3 clusters Score -92764.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -92767.039062 Penalty: 2435.146973
	Iteration 22Q: 3 clusters Score -92767.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -92769.250000 Penalty: 2435.146973
	Iteration 23Q: 3 clusters Score -92769.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -92770.273438 Penalty: 2435.146973
	Iteration 24Q: 3 clusters Score -92770.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -92770.273438 Penalty: 2435.146973
	Iteration 25F: 3 clusters Score -92770.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Entering Unmasked Estep 
Score: -1525325.625000 Penalty: 1670.344482
	Iteration 0F: 2 clusters Score -1525326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1505590.375000 Penalty: 3340.688965
	Iteration 0F: 3 clusters Score -1505590 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1512951.750000 Penalty: 3340.688965
	Iteration 1F: 3 clusters Score -1512952 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1513447.125000 Penalty: 3340.688965
	Iteration 2Q: 3 clusters Score -1513447 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1514063.250000 Penalty: 3340.688965
	Iteration 3Q: 3 clusters Score -1514063 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1514843.750000 Penalty: 3340.688965
	Iteration 4F: 3 clusters Score -1514844 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1515828.500000 Penalty: 3340.688965
	Iteration 5F: 3 clusters Score -1515828 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1517068.875000 Penalty: 3340.688965
	Iteration 6F: 3 clusters Score -1517069 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1518537.250000 Penalty: 3340.688965
	Iteration 7F: 3 clusters Score -1518537 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1520029.625000 Penalty: 3340.688965
	Iteration 8F: 3 clusters Score -1520030 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -1521205.375000 Penalty: 3340.688965
	Iteration 9F: 3 clusters Score -1521205 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -1521963.375000 Penalty: 3340.688965
	Iteration 10Q: 3 clusters Score -1521963 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -1522397.250000 Penalty: 3340.688965
	Iteration 11Q: 3 clusters Score -1522397 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -1522697.125000 Penalty: 3340.688965
	Iteration 12Q: 3 clusters Score -1522697 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -1522971.625000 Penalty: 3340.688965
	Iteration 13Q: 3 clusters Score -1522972 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -1523219.625000 Penalty: 3340.688965
	Iteration 14Q: 3 clusters Score -1523220 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -1523490.625000 Penalty: 3340.688965
	Iteration 15Q: 3 clusters Score -1523491 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -1523753.000000 Penalty: 3340.688965
	Iteration 16Q: 3 clusters Score -1523753 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -1523995.375000 Penalty: 3340.688965
	Iteration 17Q: 3 clusters Score -1523995 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -1524226.000000 Penalty: 3340.688965
	Iteration 18Q: 3 clusters Score -1524226 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -1524464.625000 Penalty: 3340.688965
	Iteration 19Q: 3 clusters Score -1524465 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -1524679.625000 Penalty: 3340.688965
	Iteration 20F: 3 clusters Score -1524680 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -1524839.000000 Penalty: 3340.688965
	Iteration 21Q: 3 clusters Score -1524839 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -1524936.000000 Penalty: 3340.688965
	Iteration 22Q: 3 clusters Score -1524936 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -1524994.000000 Penalty: 3340.688965
	Iteration 23Q: 3 clusters Score -1524994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -1525028.625000 Penalty: 3340.688965
	Iteration 24Q: 3 clusters Score -1525029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -1525061.250000 Penalty: 3340.688965
	Iteration 25Q: 3 clusters Score -1525061 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -1525101.500000 Penalty: 3340.688965
	Iteration 26Q: 3 clusters Score -1525102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -1525124.000000 Penalty: 3340.688965
	Iteration 27Q: 3 clusters Score -1525124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -1525132.375000 Penalty: 3340.688965
	Iteration 28Q: 3 clusters Score -1525132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -1525143.250000 Penalty: 3340.688965
	Iteration 29Q: 3 clusters Score -1525143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -1525149.875000 Penalty: 3340.688965
	Iteration 30Q: 3 clusters Score -1525150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -1525154.250000 Penalty: 3340.688965
	Iteration 31Q: 3 clusters Score -1525154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -1525159.875000 Penalty: 3340.688965
	Iteration 32Q: 3 clusters Score -1525160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -1525160.250000 Penalty: 3340.688965
	Iteration 33Q: 3 clusters Score -1525160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -1525164.875000 Penalty: 3340.688965
	Iteration 34Q: 3 clusters Score -1525165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -1525163.125000 Penalty: 3340.688965
	Iteration 35Q: 3 clusters Score -1525163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -1525165.250000 Penalty: 3340.688965
	Iteration 36Q: 3 clusters Score -1525165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -1525166.875000 Penalty: 3340.688965
	Iteration 37Q: 3 clusters Score -1525167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -1525166.125000 Penalty: 3340.688965
	Iteration 38Q: 3 clusters Score -1525166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -1525166.125000 Penalty: 3340.688965
	Iteration 39F: 3 clusters Score -1525166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -250379.296875 Penalty: 1377.883545
	Iteration 0F: 2 clusters Score -250379.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -246525.531250 Penalty: 2755.767090
	Iteration 0F: 3 clusters Score -246525.5 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -247559.453125 Penalty: 2755.767090
	Iteration 1F: 3 clusters Score -247559.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -247737.750000 Penalty: 2755.767090
	Iteration 2F: 3 clusters Score -247737.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -247860.453125 Penalty: 2755.767090
	Iteration 3F: 3 clusters Score -247860.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -247949.640625 Penalty: 2755.767090
	Iteration 4Q: 3 clusters Score -247949.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -248023.375000 Penalty: 2755.767090
	Iteration 5Q: 3 clusters Score -248023.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -248091.796875 Penalty: 2755.767090
	Iteration 6Q: 3 clusters Score -248091.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -248153.437500 Penalty: 2755.767090
	Iteration 7Q: 3 clusters Score -248153.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -248221.734375 Penalty: 2755.767090
	Iteration 8Q: 3 clusters Score -248221.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -248286.156250 Penalty: 2755.767090
	Iteration 9Q: 3 clusters Score -248286.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -248355.250000 Penalty: 2755.767090
	Iteration 10Q: 3 clusters Score -248355.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -248428.328125 Penalty: 2755.767090
	Iteration 11Q: 3 clusters Score -248428.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -248508.953125 Penalty: 2755.767090
	Iteration 12Q: 3 clusters Score -248509 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -248602.515625 Penalty: 2755.767090
	Iteration 13Q: 3 clusters Score -248602.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -248683.093750 Penalty: 2755.767090
	Iteration 14Q: 3 clusters Score -248683.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -248761.875000 Penalty: 2755.767090
	Iteration 15Q: 3 clusters Score -248761.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -248834.562500 Penalty: 2755.767090
	Iteration 16Q: 3 clusters Score -248834.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -248895.859375 Penalty: 2755.767090
	Iteration 17Q: 3 clusters Score -248895.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -248943.484375 Penalty: 2755.767090
	Iteration 18Q: 3 clusters Score -248943.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -248982.625000 Penalty: 2755.767090
	Iteration 19Q: 3 clusters Score -248982.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -249018.062500 Penalty: 2755.767090
	Iteration 20F: 3 clusters Score -249018.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -249048.015625 Penalty: 2755.767090
	Iteration 21Q: 3 clusters Score -249048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -249071.453125 Penalty: 2755.767090
	Iteration 22Q: 3 clusters Score -249071.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -249092.859375 Penalty: 2755.767090
	Iteration 23Q: 3 clusters Score -249092.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -249110.218750 Penalty: 2755.767090
	Iteration 24Q: 3 clusters Score -249110.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -249123.796875 Penalty: 2755.767090
	Iteration 25Q: 3 clusters Score -249123.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -249138.109375 Penalty: 2755.767090
	Iteration 26Q: 3 clusters Score -249138.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -249152.203125 Penalty: 2755.767090
	Iteration 27Q: 3 clusters Score -249152.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -249169.812500 Penalty: 2755.767090
	Iteration 28Q: 3 clusters Score -249169.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -249179.750000 Penalty: 2755.767090
	Iteration 29Q: 3 clusters Score -249179.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -249187.296875 Penalty: 2755.767090
	Iteration 30Q: 3 clusters Score -249187.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -249192.906250 Penalty: 2755.767090
	Iteration 31Q: 3 clusters Score -249192.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -249201.156250 Penalty: 2755.767090
	Iteration 32Q: 3 clusters Score -249201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -249205.187500 Penalty: 2755.767090
	Iteration 33Q: 3 clusters Score -249205.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -249210.828125 Penalty: 2755.767090
	Iteration 34Q: 3 clusters Score -249210.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -249215.500000 Penalty: 2755.767090
	Iteration 35Q: 3 clusters Score -249215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -249217.812500 Penalty: 2755.767090
	Iteration 36Q: 3 clusters Score -249217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -249221.390625 Penalty: 2755.767090
	Iteration 37Q: 3 clusters Score -249221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -249226.703125 Penalty: 2755.767090
	Iteration 38Q: 3 clusters Score -249226.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -249230.062500 Penalty: 2755.767090
	Iteration 39Q: 3 clusters Score -249230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -249233.390625 Penalty: 2755.767090
	Iteration 40F: 3 clusters Score -249233.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -249237.781250 Penalty: 2755.767090
	Iteration 41Q: 3 clusters Score -249237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -249239.937500 Penalty: 2755.767090
	Iteration 42Q: 3 clusters Score -249239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -249243.578125 Penalty: 2755.767090
	Iteration 43Q: 3 clusters Score -249243.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -249247.593750 Penalty: 2755.767090
	Iteration 44Q: 3 clusters Score -249247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -249250.968750 Penalty: 2755.767090
	Iteration 45Q: 3 clusters Score -249251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -249252.750000 Penalty: 2755.767090
	Iteration 46Q: 3 clusters Score -249252.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -249254.734375 Penalty: 2755.767090
	Iteration 47Q: 3 clusters Score -249254.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -249255.765625 Penalty: 2755.767090
	Iteration 48Q: 3 clusters Score -249255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -249256.546875 Penalty: 2755.767090
	Iteration 49Q: 3 clusters Score -249256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -249256.625000 Penalty: 2755.767090
	Iteration 50Q: 3 clusters Score -249256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -249256.625000 Penalty: 2755.767090
	Iteration 51F: 3 clusters Score -249256.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Entering Unmasked Estep 
Score: -1052873.250000 Penalty: 1607.798462
	Iteration 0F: 2 clusters Score -1052873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1039318.687500 Penalty: 3215.596924
	Iteration 0F: 3 clusters Score -1039319 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1044178.500000 Penalty: 3215.596924
	Iteration 1F: 3 clusters Score -1044178 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1044611.312500 Penalty: 3215.596924
	Iteration 2F: 3 clusters Score -1044611 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1045179.312500 Penalty: 3215.596924
	Iteration 3F: 3 clusters Score -1045179 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1046042.437500 Penalty: 3215.596924
	Iteration 4F: 3 clusters Score -1046042 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1047284.437500 Penalty: 3215.596924
	Iteration 5F: 3 clusters Score -1047284 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1048783.625000 Penalty: 3215.596924
	Iteration 6F: 3 clusters Score -1048784 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1050099.625000 Penalty: 3215.596924
	Iteration 7F: 3 clusters Score -1050100 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -1050855.375000 Penalty: 3215.596924
	Iteration 8Q: 3 clusters Score -1050855 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1051193.500000 Penalty: 3215.596924
	Iteration 9Q: 3 clusters Score -1051194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -1051330.875000 Penalty: 3215.596924
	Iteration 10Q: 3 clusters Score -1051331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -1051371.750000 Penalty: 3215.596924
	Iteration 11Q: 3 clusters Score -1051372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -1051398.000000 Penalty: 3215.596924
	Iteration 12Q: 3 clusters Score -1051398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -1051417.500000 Penalty: 3215.596924
	Iteration 13Q: 3 clusters Score -1051418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -1051434.375000 Penalty: 3215.596924
	Iteration 14Q: 3 clusters Score -1051434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -1051445.750000 Penalty: 3215.596924
	Iteration 15Q: 3 clusters Score -1051446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1051454.500000 Penalty: 3215.596924
	Iteration 16Q: 3 clusters Score -1051454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -1051455.000000 Penalty: 3215.596924
	Iteration 17Q: 3 clusters Score -1051455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -1051455.750000 Penalty: 3215.596924
	Iteration 18Q: 3 clusters Score -1051456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1051460.250000 Penalty: 3215.596924
	Iteration 19Q: 3 clusters Score -1051460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -1051463.625000 Penalty: 3215.596924
	Iteration 20F: 3 clusters Score -1051464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -1051464.000000 Penalty: 3215.596924
	Iteration 21Q: 3 clusters Score -1051464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -1051464.000000 Penalty: 3215.596924
	Iteration 22F: 3 clusters Score -1051464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Entering Unmasked Estep 
Score: -2549164.750000 Penalty: 1752.306641
	Iteration 0F: 2 clusters Score -2549165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2516700.750000 Penalty: 3504.613281
	Iteration 0F: 3 clusters Score -2516701 nChanged 22699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2529572.000000 Penalty: 3504.613281
	Iteration 1F: 3 clusters Score -2529572 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2530089.000000 Penalty: 3504.613281
	Iteration 2Q: 3 clusters Score -2530089 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2530667.250000 Penalty: 3504.613281
	Iteration 3Q: 3 clusters Score -2530667 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2531549.750000 Penalty: 3504.613281
	Iteration 4Q: 3 clusters Score -2531550 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2532993.750000 Penalty: 3504.613281
	Iteration 5F: 3 clusters Score -2532994 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2535222.000000 Penalty: 3504.613281
	Iteration 6F: 3 clusters Score -2535222 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2538343.250000 Penalty: 3504.613281
	Iteration 7F: 3 clusters Score -2538343 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2541843.750000 Penalty: 3504.613281
	Iteration 8F: 3 clusters Score -2541844 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2544760.000000 Penalty: 3504.613281
	Iteration 9F: 3 clusters Score -2544760 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2546426.250000 Penalty: 3504.613281
	Iteration 10Q: 3 clusters Score -2546426 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2547129.750000 Penalty: 3504.613281
	Iteration 11Q: 3 clusters Score -2547130 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2547414.750000 Penalty: 3504.613281
	Iteration 12Q: 3 clusters Score -2547415 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2547497.000000 Penalty: 3504.613281
	Iteration 13Q: 3 clusters Score -2547497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2547538.500000 Penalty: 3504.613281
	Iteration 14Q: 3 clusters Score -2547538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2547563.000000 Penalty: 3504.613281
	Iteration 15Q: 3 clusters Score -2547563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2547573.250000 Penalty: 3504.613281
	Iteration 16Q: 3 clusters Score -2547573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2547582.500000 Penalty: 3504.613281
	Iteration 17Q: 3 clusters Score -2547582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2547584.250000 Penalty: 3504.613281
	Iteration 18Q: 3 clusters Score -2547584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2547584.250000 Penalty: 3504.613281
	Iteration 19F: 3 clusters Score -2547584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (112085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112085 members 
Entering Unmasked Estep 
Score: -5752534.500000 Penalty: 1889.389648
	Iteration 0F: 2 clusters Score -5752534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -5677396.000000 Penalty: 3778.779297
	Iteration 0F: 3 clusters Score -5677396 nChanged 53737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -5708810.000000 Penalty: 3778.779297
	Iteration 1F: 3 clusters Score -5708810 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -5709930.000000 Penalty: 3778.779297
	Iteration 2Q: 3 clusters Score -5709930 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67699 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -5711978.000000 Penalty: 3778.779297
	Iteration 3Q: 3 clusters Score -5711978 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -5715752.500000 Penalty: 3778.779297
	Iteration 4F: 3 clusters Score -5715752 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -5722439.500000 Penalty: 3778.779297
	Iteration 5F: 3 clusters Score -5722440 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -5731850.000000 Penalty: 3778.779297
	Iteration 6F: 3 clusters Score -5731850 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -5741216.000000 Penalty: 3778.779297
	Iteration 7F: 3 clusters Score -5741216 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107824 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5746984.000000 Penalty: 3778.779297
	Iteration 8F: 3 clusters Score -5746984 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110390 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5749464.500000 Penalty: 3778.779297
	Iteration 9Q: 3 clusters Score -5749464 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111348 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5750358.500000 Penalty: 3778.779297
	Iteration 10Q: 3 clusters Score -5750358 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111632 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5750625.500000 Penalty: 3778.779297
	Iteration 11Q: 3 clusters Score -5750626 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111749 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5750763.500000 Penalty: 3778.779297
	Iteration 12Q: 3 clusters Score -5750764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111799 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5750819.000000 Penalty: 3778.779297
	Iteration 13Q: 3 clusters Score -5750819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111827 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5750848.500000 Penalty: 3778.779297
	Iteration 14Q: 3 clusters Score -5750848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111835 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5750861.500000 Penalty: 3778.779297
	Iteration 15Q: 3 clusters Score -5750862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111843 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5750882.500000 Penalty: 3778.779297
	Iteration 16Q: 3 clusters Score -5750882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111855 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5750903.500000 Penalty: 3778.779297
	Iteration 17Q: 3 clusters Score -5750904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111860 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5750901.500000 Penalty: 3778.779297
	Iteration 18Q: 3 clusters Score -5750902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5750901.500000 Penalty: 3778.779297
	Iteration 19Q: 3 clusters Score -5750902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5750906.000000 Penalty: 3778.779297
	Iteration 20F: 3 clusters Score -5750906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111858 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5750909.500000 Penalty: 3778.779297
	Iteration 21Q: 3 clusters Score -5750910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5750911.000000 Penalty: 3778.779297
	Iteration 22Q: 3 clusters Score -5750911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111862 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5750917.000000 Penalty: 3778.779297
	Iteration 23Q: 3 clusters Score -5750917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111866 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5750919.000000 Penalty: 3778.779297
	Iteration 24Q: 3 clusters Score -5750919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111869 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5750924.500000 Penalty: 3778.779297
	Iteration 25Q: 3 clusters Score -5750924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5750926.500000 Penalty: 3778.779297
	Iteration 26Q: 3 clusters Score -5750926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5750926.500000 Penalty: 3778.779297
	Iteration 27F: 3 clusters Score -5750926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Entering Unmasked Estep 
Score: -3242939.250000 Penalty: 1793.014893
	Iteration 0F: 2 clusters Score -3242939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -3201516.750000 Penalty: 3586.029785
	Iteration 0F: 3 clusters Score -3201517 nChanged 29181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3218075.500000 Penalty: 3586.029785
	Iteration 1F: 3 clusters Score -3218076 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3218489.750000 Penalty: 3586.029785
	Iteration 2Q: 3 clusters Score -3218490 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3219003.250000 Penalty: 3586.029785
	Iteration 3Q: 3 clusters Score -3219003 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3219588.000000 Penalty: 3586.029785
	Iteration 4Q: 3 clusters Score -3219588 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3220325.750000 Penalty: 3586.029785
	Iteration 5Q: 3 clusters Score -3220326 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3221354.500000 Penalty: 3586.029785
	Iteration 6Q: 3 clusters Score -3221354 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3222701.750000 Penalty: 3586.029785
	Iteration 7Q: 3 clusters Score -3222702 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3224629.250000 Penalty: 3586.029785
	Iteration 8F: 3 clusters Score -3224629 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3227236.000000 Penalty: 3586.029785
	Iteration 9F: 3 clusters Score -3227236 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3230361.500000 Penalty: 3586.029785
	Iteration 10F: 3 clusters Score -3230362 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3233602.750000 Penalty: 3586.029785
	Iteration 11F: 3 clusters Score -3233603 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3236431.000000 Penalty: 3586.029785
	Iteration 12F: 3 clusters Score -3236431 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3238560.250000 Penalty: 3586.029785
	Iteration 13Q: 3 clusters Score -3238560 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3239920.750000 Penalty: 3586.029785
	Iteration 14Q: 3 clusters Score -3239921 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3240649.500000 Penalty: 3586.029785
	Iteration 15Q: 3 clusters Score -3240650 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3240970.500000 Penalty: 3586.029785
	Iteration 16Q: 3 clusters Score -3240970 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3241116.750000 Penalty: 3586.029785
	Iteration 17Q: 3 clusters Score -3241117 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3241210.750000 Penalty: 3586.029785
	Iteration 18Q: 3 clusters Score -3241211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3241260.750000 Penalty: 3586.029785
	Iteration 19Q: 3 clusters Score -3241261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3241297.500000 Penalty: 3586.029785
	Iteration 20F: 3 clusters Score -3241298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3241319.250000 Penalty: 3586.029785
	Iteration 21Q: 3 clusters Score -3241319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3241355.000000 Penalty: 3586.029785
	Iteration 22Q: 3 clusters Score -3241355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3241369.000000 Penalty: 3586.029785
	Iteration 23Q: 3 clusters Score -3241369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3241378.500000 Penalty: 3586.029785
	Iteration 24Q: 3 clusters Score -3241378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3241377.500000 Penalty: 3586.029785
	Iteration 25Q: 3 clusters Score -3241378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3241381.750000 Penalty: 3586.029785
	Iteration 26Q: 3 clusters Score -3241382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3241391.500000 Penalty: 3586.029785
	Iteration 27Q: 3 clusters Score -3241392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3241394.750000 Penalty: 3586.029785
	Iteration 28Q: 3 clusters Score -3241395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3241406.500000 Penalty: 3586.029785
	Iteration 29Q: 3 clusters Score -3241406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3241404.000000 Penalty: 3586.029785
	Iteration 30Q: 3 clusters Score -3241404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3241410.750000 Penalty: 3586.029785
	Iteration 31Q: 3 clusters Score -3241411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3241409.500000 Penalty: 3586.029785
	Iteration 32Q: 3 clusters Score -3241410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3241411.000000 Penalty: 3586.029785
	Iteration 33Q: 3 clusters Score -3241411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3241416.750000 Penalty: 3586.029785
	Iteration 34Q: 3 clusters Score -3241417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3241417.750000 Penalty: 3586.029785
	Iteration 35Q: 3 clusters Score -3241418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3241418.250000 Penalty: 3586.029785
	Iteration 36Q: 3 clusters Score -3241418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61605 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3241417.750000 Penalty: 3586.029785
	Iteration 37Q: 3 clusters Score -3241418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3241419.500000 Penalty: 3586.029785
	Iteration 38Q: 3 clusters Score -3241420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3241420.250000 Penalty: 3586.029785
	Iteration 39Q: 3 clusters Score -3241420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3241427.250000 Penalty: 3586.029785
	Iteration 40F: 3 clusters Score -3241427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3241428.250000 Penalty: 3586.029785
	Iteration 41Q: 3 clusters Score -3241428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3241427.000000 Penalty: 3586.029785
	Iteration 42Q: 3 clusters Score -3241427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3241427.000000 Penalty: 3586.029785
	Iteration 43F: 3 clusters Score -3241427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Entering Unmasked Estep 
Score: -1416909.125000 Penalty: 1657.450562
	Iteration 0F: 2 clusters Score -1416909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1398771.875000 Penalty: 3314.901123
	Iteration 0F: 3 clusters Score -1398772 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1405779.000000 Penalty: 3314.901123
	Iteration 1F: 3 clusters Score -1405779 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1406219.500000 Penalty: 3314.901123
	Iteration 2Q: 3 clusters Score -1406220 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1406829.375000 Penalty: 3314.901123
	Iteration 3F: 3 clusters Score -1406829 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1407686.375000 Penalty: 3314.901123
	Iteration 4F: 3 clusters Score -1407686 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1409003.875000 Penalty: 3314.901123
	Iteration 5F: 3 clusters Score -1409004 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1410802.750000 Penalty: 3314.901123
	Iteration 6F: 3 clusters Score -1410803 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1412664.500000 Penalty: 3314.901123
	Iteration 7F: 3 clusters Score -1412664 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1414099.250000 Penalty: 3314.901123
	Iteration 8F: 3 clusters Score -1414099 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1414867.000000 Penalty: 3314.901123
	Iteration 9Q: 3 clusters Score -1414867 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1415214.250000 Penalty: 3314.901123
	Iteration 10Q: 3 clusters Score -1415214 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1415369.500000 Penalty: 3314.901123
	Iteration 11Q: 3 clusters Score -1415370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1415440.500000 Penalty: 3314.901123
	Iteration 12Q: 3 clusters Score -1415440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1415467.500000 Penalty: 3314.901123
	Iteration 13Q: 3 clusters Score -1415468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1415484.500000 Penalty: 3314.901123
	Iteration 14Q: 3 clusters Score -1415484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1415500.000000 Penalty: 3314.901123
	Iteration 15Q: 3 clusters Score -1415500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1415503.125000 Penalty: 3314.901123
	Iteration 16Q: 3 clusters Score -1415503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1415505.000000 Penalty: 3314.901123
	Iteration 17Q: 3 clusters Score -1415505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1415509.250000 Penalty: 3314.901123
	Iteration 18Q: 3 clusters Score -1415509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1415508.375000 Penalty: 3314.901123
	Iteration 19Q: 3 clusters Score -1415508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1415508.375000 Penalty: 3314.901123
	Iteration 20F: 3 clusters Score -1415508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Entering Unmasked Estep 
Score: -2349622.250000 Penalty: 1742.057861
	Iteration 0F: 2 clusters Score -2349622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -2319350.000000 Penalty: 3484.115723
	Iteration 0F: 3 clusters Score -2319350 nChanged 21033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -2331163.000000 Penalty: 3484.115723
	Iteration 1F: 3 clusters Score -2331163 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -2331730.250000 Penalty: 3484.115723
	Iteration 2Q: 3 clusters Score -2331730 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2332488.750000 Penalty: 3484.115723
	Iteration 3Q: 3 clusters Score -2332489 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -2333640.250000 Penalty: 3484.115723
	Iteration 4F: 3 clusters Score -2333640 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -2335558.000000 Penalty: 3484.115723
	Iteration 5F: 3 clusters Score -2335558 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -2338547.500000 Penalty: 3484.115723
	Iteration 6F: 3 clusters Score -2338548 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -2342207.000000 Penalty: 3484.115723
	Iteration 7F: 3 clusters Score -2342207 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -2345244.500000 Penalty: 3484.115723
	Iteration 8F: 3 clusters Score -2345244 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -2346938.000000 Penalty: 3484.115723
	Iteration 9Q: 3 clusters Score -2346938 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -2347673.250000 Penalty: 3484.115723
	Iteration 10Q: 3 clusters Score -2347673 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -2347953.000000 Penalty: 3484.115723
	Iteration 11Q: 3 clusters Score -2347953 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -2348090.750000 Penalty: 3484.115723
	Iteration 12Q: 3 clusters Score -2348091 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -2348173.250000 Penalty: 3484.115723
	Iteration 13Q: 3 clusters Score -2348173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -2348227.750000 Penalty: 3484.115723
	Iteration 14Q: 3 clusters Score -2348228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -2348270.500000 Penalty: 3484.115723
	Iteration 15Q: 3 clusters Score -2348270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -2348290.500000 Penalty: 3484.115723
	Iteration 16Q: 3 clusters Score -2348290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -2348303.750000 Penalty: 3484.115723
	Iteration 17Q: 3 clusters Score -2348304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -2348317.000000 Penalty: 3484.115723
	Iteration 18Q: 3 clusters Score -2348317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -2348327.000000 Penalty: 3484.115723
	Iteration 19Q: 3 clusters Score -2348327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -2348334.500000 Penalty: 3484.115723
	Iteration 20F: 3 clusters Score -2348334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -2348346.500000 Penalty: 3484.115723
	Iteration 21Q: 3 clusters Score -2348346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -2348350.500000 Penalty: 3484.115723
	Iteration 22Q: 3 clusters Score -2348350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -2348355.500000 Penalty: 3484.115723
	Iteration 23Q: 3 clusters Score -2348356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -2348355.000000 Penalty: 3484.115723
	Iteration 24Q: 3 clusters Score -2348355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -2348356.750000 Penalty: 3484.115723
	Iteration 25Q: 3 clusters Score -2348357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -2348355.500000 Penalty: 3484.115723
	Iteration 26Q: 3 clusters Score -2348356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -2348355.500000 Penalty: 3484.115723
	Iteration 27F: 3 clusters Score -2348356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Entering Unmasked Estep 
Score: -511992.812500 Penalty: 1504.840698
	Iteration 0F: 2 clusters Score -511992.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -504489.906250 Penalty: 3009.681396
	Iteration 0F: 3 clusters Score -504489.9 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -507517.937500 Penalty: 3009.681396
	Iteration 1F: 3 clusters Score -507517.9 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -509105.812500 Penalty: 3009.681396
	Iteration 2F: 3 clusters Score -509105.8 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -510741.593750 Penalty: 3009.681396
	Iteration 3F: 3 clusters Score -510741.6 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -511822.781250 Penalty: 3009.681396
	Iteration 4F: 3 clusters Score -511822.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -512286.281250 Penalty: 3009.681396
	Iteration 5F: 3 clusters Score -512286.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -512443.187500 Penalty: 3009.681396
	Iteration 6Q: 3 clusters Score -512443.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -512493.656250 Penalty: 3009.681396
	Iteration 7Q: 3 clusters Score -512493.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -512509.281250 Penalty: 3009.681396
	Iteration 8Q: 3 clusters Score -512509.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -512516.937500 Penalty: 3009.681396
	Iteration 9Q: 3 clusters Score -512516.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -512522.093750 Penalty: 3009.681396
	Iteration 10Q: 3 clusters Score -512522.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -512525.343750 Penalty: 3009.681396
	Iteration 11Q: 3 clusters Score -512525.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -512528.562500 Penalty: 3009.681396
	Iteration 12Q: 3 clusters Score -512528.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -512531.218750 Penalty: 3009.681396
	Iteration 13Q: 3 clusters Score -512531.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -512532.125000 Penalty: 3009.681396
	Iteration 14Q: 3 clusters Score -512532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -512532.593750 Penalty: 3009.681396
	Iteration 15Q: 3 clusters Score -512532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -512532.625000 Penalty: 3009.681396
	Iteration 16Q: 3 clusters Score -512532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -512533.687500 Penalty: 3009.681396
	Iteration 17Q: 3 clusters Score -512533.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -512533.687500 Penalty: 3009.681396
	Iteration 18F: 3 clusters Score -512533.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 29116 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 8 contains 19814 members 
Mstep: Class 9 contains 48215 members 
Mstep: Class 10 contains 112085 members 
Mstep: Class 12 contains 61941 members 
Mstep: Class 16 contains 26895 members 
Mstep: Class 17 contains 45268 members 
Mstep: Class 18 contains 8453 members 
Mstep: Class 22 contains 56359 members 
Entering Unmasked Estep 
Score: -20843134.000000 Penalty: 25233.794922
Splitting cluster 18 changes total score from -20843270.000000 to -20843134.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (56359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Entering Unmasked Estep 
Score: -2966487.000000 Penalty: 1777.668213
	Iteration 0F: 2 clusters Score -2966487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -2928824.250000 Penalty: 3555.336426
	Iteration 0F: 3 clusters Score -2928824 nChanged 26619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -2944202.250000 Penalty: 3555.336426
	Iteration 1F: 3 clusters Score -2944202 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -2944786.000000 Penalty: 3555.336426
	Iteration 2Q: 3 clusters Score -2944786 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -2945471.000000 Penalty: 3555.336426
	Iteration 3Q: 3 clusters Score -2945471 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -2946370.000000 Penalty: 3555.336426
	Iteration 4Q: 3 clusters Score -2946370 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -2947727.500000 Penalty: 3555.336426
	Iteration 5Q: 3 clusters Score -2947728 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -2949694.750000 Penalty: 3555.336426
	Iteration 6F: 3 clusters Score -2949695 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -2952197.000000 Penalty: 3555.336426
	Iteration 7F: 3 clusters Score -2952197 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -2954574.500000 Penalty: 3555.336426
	Iteration 8F: 3 clusters Score -2954574 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -2956270.500000 Penalty: 3555.336426
	Iteration 9Q: 3 clusters Score -2956270 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -2957152.750000 Penalty: 3555.336426
	Iteration 10Q: 3 clusters Score -2957153 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -2957666.750000 Penalty: 3555.336426
	Iteration 11Q: 3 clusters Score -2957667 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -2958085.750000 Penalty: 3555.336426
	Iteration 12Q: 3 clusters Score -2958086 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -2958470.000000 Penalty: 3555.336426
	Iteration 13Q: 3 clusters Score -2958470 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -2958851.250000 Penalty: 3555.336426
	Iteration 14Q: 3 clusters Score -2958851 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -2959275.250000 Penalty: 3555.336426
	Iteration 15Q: 3 clusters Score -2959275 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -2959762.000000 Penalty: 3555.336426
	Iteration 16Q: 3 clusters Score -2959762 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -2960289.250000 Penalty: 3555.336426
	Iteration 17Q: 3 clusters Score -2960289 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -2960819.000000 Penalty: 3555.336426
	Iteration 18Q: 3 clusters Score -2960819 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -2961399.000000 Penalty: 3555.336426
	Iteration 19Q: 3 clusters Score -2961399 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -2961928.250000 Penalty: 3555.336426
	Iteration 20F: 3 clusters Score -2961928 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -2962419.500000 Penalty: 3555.336426
	Iteration 21Q: 3 clusters Score -2962420 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -2962889.250000 Penalty: 3555.336426
	Iteration 22Q: 3 clusters Score -2962889 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -2963377.500000 Penalty: 3555.336426
	Iteration 23Q: 3 clusters Score -2963378 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -2963823.500000 Penalty: 3555.336426
	Iteration 24Q: 3 clusters Score -2963824 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -2964147.250000 Penalty: 3555.336426
	Iteration 25Q: 3 clusters Score -2964147 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -2964398.750000 Penalty: 3555.336426
	Iteration 26Q: 3 clusters Score -2964399 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -2964603.750000 Penalty: 3555.336426
	Iteration 27Q: 3 clusters Score -2964604 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -2964760.250000 Penalty: 3555.336426
	Iteration 28Q: 3 clusters Score -2964760 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -2964853.000000 Penalty: 3555.336426
	Iteration 29Q: 3 clusters Score -2964853 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -2964919.500000 Penalty: 3555.336426
	Iteration 30Q: 3 clusters Score -2964920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -2964960.000000 Penalty: 3555.336426
	Iteration 31Q: 3 clusters Score -2964960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -2964981.250000 Penalty: 3555.336426
	Iteration 32Q: 3 clusters Score -2964981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -2964997.250000 Penalty: 3555.336426
	Iteration 33Q: 3 clusters Score -2964997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -2965012.750000 Penalty: 3555.336426
	Iteration 34Q: 3 clusters Score -2965013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -2965025.750000 Penalty: 3555.336426
	Iteration 35Q: 3 clusters Score -2965026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -2965035.000000 Penalty: 3555.336426
	Iteration 36Q: 3 clusters Score -2965035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -2965040.000000 Penalty: 3555.336426
	Iteration 37Q: 3 clusters Score -2965040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -2965045.750000 Penalty: 3555.336426
	Iteration 38Q: 3 clusters Score -2965046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -2965049.500000 Penalty: 3555.336426
	Iteration 39Q: 3 clusters Score -2965050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -2965049.750000 Penalty: 3555.336426
	Iteration 40F: 3 clusters Score -2965050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -2965056.000000 Penalty: 3555.336426
	Iteration 41Q: 3 clusters Score -2965056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -2965057.750000 Penalty: 3555.336426
	Iteration 42Q: 3 clusters Score -2965058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -2965063.500000 Penalty: 3555.336426
	Iteration 43Q: 3 clusters Score -2965064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -2965069.000000 Penalty: 3555.336426
	Iteration 44Q: 3 clusters Score -2965069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -2965067.500000 Penalty: 3555.336426
	Iteration 45Q: 3 clusters Score -2965068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -2965075.000000 Penalty: 3555.336426
	Iteration 46Q: 3 clusters Score -2965075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -2965074.000000 Penalty: 3555.336426
	Iteration 47Q: 3 clusters Score -2965074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -2965074.500000 Penalty: 3555.336426
	Iteration 48Q: 3 clusters Score -2965074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -2965081.500000 Penalty: 3555.336426
	Iteration 49Q: 3 clusters Score -2965082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -2965086.000000 Penalty: 3555.336426
	Iteration 50Q: 3 clusters Score -2965086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -2965089.500000 Penalty: 3555.336426
	Iteration 51Q: 3 clusters Score -2965090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -2965090.750000 Penalty: 3555.336426
	Iteration 52Q: 3 clusters Score -2965091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -2965095.000000 Penalty: 3555.336426
	Iteration 53Q: 3 clusters Score -2965095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -2965096.750000 Penalty: 3555.336426
	Iteration 54Q: 3 clusters Score -2965097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -2965096.750000 Penalty: 3555.336426
	Iteration 55F: 3 clusters Score -2965097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 3 contains 29116 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 8 contains 19814 members 
Mstep: Class 9 contains 48215 members 
Mstep: Class 10 contains 112085 members 
Mstep: Class 12 contains 61941 members 
Mstep: Class 16 contains 26895 members 
Mstep: Class 17 contains 45268 members 
Mstep: Class 18 contains 10515 members 
Mstep: Class 22 contains 56359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843246.000000 Penalty: 23130.978516
Iteration 479Q: 12 clusters Score -2.084325e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 3 contains 29113 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 8 contains 19803 members 
Mstep: Class 9 contains 48209 members 
Mstep: Class 10 contains 112142 members 
Mstep: Class 12 contains 61934 members 
Mstep: Class 16 contains 26890 members 
Mstep: Class 17 contains 45256 members 
Mstep: Class 18 contains 10513 members 
Mstep: Class 22 contains 56352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843270.000000 Penalty: 23130.978516
Iteration 480F: 12 clusters Score -2.084327e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 3 contains 29112 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 8 contains 19795 members 
Mstep: Class 9 contains 48203 members 
Mstep: Class 10 contains 112197 members 
Mstep: Class 12 contains 61930 members 
Mstep: Class 16 contains 26884 members 
Mstep: Class 17 contains 45241 members 
Mstep: Class 18 contains 10510 members 
Mstep: Class 22 contains 56344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843254.000000 Penalty: 23130.978516
Iteration 481Q: 12 clusters Score -2.084325e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 3 contains 29109 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 8 contains 19787 members 
Mstep: Class 9 contains 48196 members 
Mstep: Class 10 contains 112248 members 
Mstep: Class 12 contains 61927 members 
Mstep: Class 16 contains 26884 members 
Mstep: Class 17 contains 45222 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 22 contains 56334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843282.000000 Penalty: 23130.978516
Iteration 482Q: 12 clusters Score -2.084328e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 3 contains 29105 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 8 contains 19779 members 
Mstep: Class 9 contains 48188 members 
Mstep: Class 10 contains 112299 members 
Mstep: Class 12 contains 61920 members 
Mstep: Class 16 contains 26884 members 
Mstep: Class 17 contains 45202 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 22 contains 56329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843288.000000 Penalty: 23130.978516
Iteration 483Q: 12 clusters Score -2.084329e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 3 contains 29103 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 8 contains 19771 members 
Mstep: Class 9 contains 48182 members 
Mstep: Class 10 contains 112342 members 
Mstep: Class 12 contains 61913 members 
Mstep: Class 16 contains 26884 members 
Mstep: Class 17 contains 45185 members 
Mstep: Class 18 contains 10508 members 
Mstep: Class 22 contains 56328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843284.000000 Penalty: 23130.978516
Iteration 484Q: 12 clusters Score -2.084328e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 3 contains 29100 members 
Mstep: Class 6 contains 4813 members 
Mstep: Class 8 contains 19765 members 
Mstep: Class 9 contains 48174 members 
Mstep: Class 10 contains 112384 members 
Mstep: Class 12 contains 61910 members 
Mstep: Class 16 contains 26886 members 
Mstep: Class 17 contains 45170 members 
Mstep: Class 18 contains 10505 members 
Mstep: Class 22 contains 56323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843262.000000 Penalty: 23130.978516
Iteration 485Q: 12 clusters Score -2.084326e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29099 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 8 contains 19761 members 
Mstep: Class 9 contains 48167 members 
Mstep: Class 10 contains 112418 members 
Mstep: Class 12 contains 61903 members 
Mstep: Class 16 contains 26886 members 
Mstep: Class 17 contains 45157 members 
Mstep: Class 18 contains 10504 members 
Mstep: Class 22 contains 56321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843228.000000 Penalty: 23130.978516
Iteration 486Q: 12 clusters Score -2.084323e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29096 members 
Mstep: Class 6 contains 4815 members 
Mstep: Class 8 contains 19759 members 
Mstep: Class 9 contains 48164 members 
Mstep: Class 10 contains 112441 members 
Mstep: Class 12 contains 61899 members 
Mstep: Class 16 contains 26887 members 
Mstep: Class 17 contains 45149 members 
Mstep: Class 18 contains 10504 members 
Mstep: Class 22 contains 56317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843256.000000 Penalty: 23130.978516
Iteration 487Q: 12 clusters Score -2.084326e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 3 contains 29094 members 
Mstep: Class 6 contains 4816 members 
Mstep: Class 8 contains 19754 members 
Mstep: Class 9 contains 48162 members 
Mstep: Class 10 contains 112472 members 
Mstep: Class 12 contains 61895 members 
Mstep: Class 16 contains 26888 members 
Mstep: Class 17 contains 45139 members 
Mstep: Class 18 contains 10503 members 
Mstep: Class 22 contains 56309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843260.000000 Penalty: 23130.978516
Iteration 488Q: 12 clusters Score -2.084326e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 3 contains 29094 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 8 contains 19748 members 
Mstep: Class 9 contains 48159 members 
Mstep: Class 10 contains 112501 members 
Mstep: Class 12 contains 61886 members 
Mstep: Class 16 contains 26887 members 
Mstep: Class 17 contains 45127 members 
Mstep: Class 18 contains 10503 members 
Mstep: Class 22 contains 56305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843254.000000 Penalty: 23130.978516
Iteration 489Q: 12 clusters Score -2.084325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29093 members 
Mstep: Class 6 contains 4824 members 
Mstep: Class 8 contains 19748 members 
Mstep: Class 9 contains 48158 members 
Mstep: Class 10 contains 112520 members 
Mstep: Class 12 contains 61884 members 
Mstep: Class 16 contains 26886 members 
Mstep: Class 17 contains 45114 members 
Mstep: Class 18 contains 10502 members 
Mstep: Class 22 contains 56302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843250.000000 Penalty: 23130.978516
Iteration 490Q: 12 clusters Score -2.084325e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 3 contains 29093 members 
Mstep: Class 6 contains 4825 members 
Mstep: Class 8 contains 19745 members 
Mstep: Class 9 contains 48158 members 
Mstep: Class 10 contains 112545 members 
Mstep: Class 12 contains 61885 members 
Mstep: Class 16 contains 26886 members 
Mstep: Class 17 contains 45092 members 
Mstep: Class 18 contains 10502 members 
Mstep: Class 22 contains 56301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843250.000000 Penalty: 23130.978516
Iteration 491Q: 12 clusters Score -2.084325e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29089 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 8 contains 19744 members 
Mstep: Class 9 contains 48156 members 
Mstep: Class 10 contains 112574 members 
Mstep: Class 12 contains 61882 members 
Mstep: Class 16 contains 26882 members 
Mstep: Class 17 contains 45075 members 
Mstep: Class 18 contains 10502 members 
Mstep: Class 22 contains 56300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843236.000000 Penalty: 23130.978516
Iteration 492Q: 12 clusters Score -2.084324e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29086 members 
Mstep: Class 6 contains 4828 members 
Mstep: Class 8 contains 19743 members 
Mstep: Class 9 contains 48153 members 
Mstep: Class 10 contains 112608 members 
Mstep: Class 12 contains 61878 members 
Mstep: Class 16 contains 26879 members 
Mstep: Class 17 contains 45058 members 
Mstep: Class 18 contains 10502 members 
Mstep: Class 22 contains 56296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843248.000000 Penalty: 23130.978516
Iteration 493Q: 12 clusters Score -2.084325e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29078 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 8 contains 19741 members 
Mstep: Class 9 contains 48148 members 
Mstep: Class 10 contains 112655 members 
Mstep: Class 12 contains 61874 members 
Mstep: Class 16 contains 26877 members 
Mstep: Class 17 contains 45038 members 
Mstep: Class 18 contains 10501 members 
Mstep: Class 22 contains 56290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843256.000000 Penalty: 23130.978516
Iteration 494Q: 12 clusters Score -2.084326e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29075 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 8 contains 19741 members 
Mstep: Class 9 contains 48145 members 
Mstep: Class 10 contains 112689 members 
Mstep: Class 12 contains 61873 members 
Mstep: Class 16 contains 26878 members 
Mstep: Class 17 contains 45019 members 
Mstep: Class 18 contains 10502 members 
Mstep: Class 22 contains 56280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843244.000000 Penalty: 23130.978516
Iteration 495Q: 12 clusters Score -2.084324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29075 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 8 contains 19741 members 
Mstep: Class 9 contains 48142 members 
Mstep: Class 10 contains 112710 members 
Mstep: Class 12 contains 61871 members 
Mstep: Class 16 contains 26878 members 
Mstep: Class 17 contains 45005 members 
Mstep: Class 18 contains 10501 members 
Mstep: Class 22 contains 56279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843240.000000 Penalty: 23130.978516
Iteration 496Q: 12 clusters Score -2.084324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29074 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 8 contains 19741 members 
Mstep: Class 9 contains 48135 members 
Mstep: Class 10 contains 112734 members 
Mstep: Class 12 contains 61869 members 
Mstep: Class 16 contains 26876 members 
Mstep: Class 17 contains 44996 members 
Mstep: Class 18 contains 10499 members 
Mstep: Class 22 contains 56278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843218.000000 Penalty: 23130.978516
Iteration 497Q: 12 clusters Score -2.084322e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29072 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 8 contains 19741 members 
Mstep: Class 9 contains 48133 members 
Mstep: Class 10 contains 112758 members 
Mstep: Class 12 contains 61867 members 
Mstep: Class 16 contains 26872 members 
Mstep: Class 17 contains 44982 members 
Mstep: Class 18 contains 10499 members 
Mstep: Class 22 contains 56278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843260.000000 Penalty: 23130.978516
Iteration 498Q: 12 clusters Score -2.084326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29072 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 8 contains 19739 members 
Mstep: Class 9 contains 48133 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 12 contains 61861 members 
Mstep: Class 16 contains 26872 members 
Mstep: Class 17 contains 44973 members 
Mstep: Class 18 contains 10499 members 
Mstep: Class 22 contains 56278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843258.000000 Penalty: 23130.978516
Iteration 499Q: 12 clusters Score -2.084326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 3 contains 29070 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 8 contains 19737 members 
Mstep: Class 9 contains 48133 members 
Mstep: Class 10 contains 112792 members 
Mstep: Class 12 contains 61859 members 
Mstep: Class 16 contains 26870 members 
Mstep: Class 17 contains 44966 members 
Mstep: Class 18 contains 10499 members 
Mstep: Class 22 contains 56276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20843264.000000 Penalty: 23130.978516
Iteration 500F: 12 clusters Score -2.084326e+07 nChanged 17
Maximum iterations exceeded
--- Evaluating fit on full set of 1250458 points ---
Entering Unmasked Estep 
Score: -62526104.000000 Penalty: 25094.750000
24->12 Clusters: Score -62526104.000000, best is -62581140.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 416819 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 17413 members 
Mstep: Class 3 contains 17638 members 
Mstep: Class 4 contains 17220 members 
Mstep: Class 5 contains 17307 members 
Mstep: Class 6 contains 17347 members 
Mstep: Class 7 contains 17702 members 
Mstep: Class 8 contains 17221 members 
Mstep: Class 9 contains 17265 members 
Mstep: Class 10 contains 17439 members 
Mstep: Class 11 contains 17402 members 
Mstep: Class 12 contains 17486 members 
Mstep: Class 13 contains 17436 members 
Mstep: Class 14 contains 17358 members 
Mstep: Class 15 contains 17232 members 
Mstep: Class 16 contains 17411 members 
Mstep: Class 17 contains 17337 members 
Mstep: Class 18 contains 17407 members 
Mstep: Class 19 contains 17115 members 
Mstep: Class 20 contains 17393 members 
Mstep: Class 21 contains 17216 members 
Mstep: Class 22 contains 17284 members 
Mstep: Class 23 contains 17411 members 
Mstep: Class 24 contains 17518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 512.210022 but Gain 2102.816406
Score: -19372942.000000 Penalty: 48364.773438
Iteration 0F: 24 clusters Score -1.937294e+07 nChanged 394847
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 22045 members 
Mstep: Class 3 contains 21426 members 
Mstep: Class 4 contains 14782 members 
Mstep: Class 5 contains 14904 members 
Mstep: Class 6 contains 24687 members 
Mstep: Class 7 contains 26883 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 19367 members 
Mstep: Class 10 contains 19648 members 
Mstep: Class 11 contains 17103 members 
Mstep: Class 12 contains 12726 members 
Mstep: Class 13 contains 22463 members 
Mstep: Class 14 contains 24951 members 
Mstep: Class 15 contains 13962 members 
Mstep: Class 16 contains 11903 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 17267 members 
Mstep: Class 20 contains 19157 members 
Mstep: Class 21 contains 20391 members 
Mstep: Class 22 contains 17318 members 
Mstep: Class 23 contains 12488 members 
Mstep: Class 24 contains 19676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20246742.000000 Penalty: 48364.773438
Iteration 1F: 24 clusters Score -2.024674e+07 nChanged 99852
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 23886 members 
Mstep: Class 3 contains 21544 members 
Mstep: Class 4 contains 14080 members 
Mstep: Class 5 contains 12277 members 
Mstep: Class 6 contains 27861 members 
Mstep: Class 7 contains 29654 members 
Mstep: Class 8 contains 15056 members 
Mstep: Class 9 contains 18947 members 
Mstep: Class 10 contains 20334 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 10447 members 
Mstep: Class 13 contains 23407 members 
Mstep: Class 14 contains 29770 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 10302 members 
Mstep: Class 17 contains 9856 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 20 contains 20203 members 
Mstep: Class 21 contains 22514 members 
Mstep: Class 22 contains 16233 members 
Mstep: Class 23 contains 9386 members 
Mstep: Class 24 contains 17026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20346182.000000 Penalty: 48364.773438
Iteration 2F: 24 clusters Score -2.034618e+07 nChanged 85085
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 23652 members 
Mstep: Class 3 contains 23475 members 
Mstep: Class 4 contains 12820 members 
Mstep: Class 5 contains 10108 members 
Mstep: Class 6 contains 28731 members 
Mstep: Class 7 contains 31788 members 
Mstep: Class 8 contains 15479 members 
Mstep: Class 9 contains 18105 members 
Mstep: Class 10 contains 22927 members 
Mstep: Class 11 contains 18515 members 
Mstep: Class 12 contains 8563 members 
Mstep: Class 13 contains 23145 members 
Mstep: Class 14 contains 34908 members 
Mstep: Class 15 contains 14727 members 
Mstep: Class 16 contains 9324 members 
Mstep: Class 17 contains 9202 members 
Mstep: Class 18 contains 14117 members 
Mstep: Class 20 contains 21325 members 
Mstep: Class 21 contains 24862 members 
Mstep: Class 22 contains 13892 members 
Mstep: Class 23 contains 7550 members 
Mstep: Class 24 contains 14471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20423128.000000 Penalty: 48364.773438
Iteration 3F: 24 clusters Score -2.042313e+07 nChanged 74170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 21882 members 
Mstep: Class 3 contains 26774 members 
Mstep: Class 4 contains 11177 members 
Mstep: Class 5 contains 8697 members 
Mstep: Class 6 contains 27480 members 
Mstep: Class 7 contains 32882 members 
Mstep: Class 8 contains 16740 members 
Mstep: Class 9 contains 16792 members 
Mstep: Class 10 contains 26486 members 
Mstep: Class 11 contains 19598 members 
Mstep: Class 12 contains 6836 members 
Mstep: Class 13 contains 21919 members 
Mstep: Class 14 contains 40550 members 
Mstep: Class 15 contains 15057 members 
Mstep: Class 16 contains 8314 members 
Mstep: Class 17 contains 8742 members 
Mstep: Class 18 contains 12021 members 
Mstep: Class 20 contains 23446 members 
Mstep: Class 21 contains 27618 members 
Mstep: Class 22 contains 11167 members 
Mstep: Class 23 contains 6314 members 
Mstep: Class 24 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20485940.000000 Penalty: 48364.773438
Iteration 4F: 24 clusters Score -2.048594e+07 nChanged 66644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 19480 members 
Mstep: Class 3 contains 30750 members 
Mstep: Class 4 contains 9512 members 
Mstep: Class 5 contains 7635 members 
Mstep: Class 6 contains 24677 members 
Mstep: Class 7 contains 32928 members 
Mstep: Class 8 contains 18999 members 
Mstep: Class 9 contains 15161 members 
Mstep: Class 10 contains 30077 members 
Mstep: Class 11 contains 20617 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 19813 members 
Mstep: Class 14 contains 46414 members 
Mstep: Class 15 contains 15549 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 8197 members 
Mstep: Class 18 contains 9932 members 
Mstep: Class 20 contains 27027 members 
Mstep: Class 21 contains 30476 members 
Mstep: Class 22 contains 8544 members 
Mstep: Class 23 contains 5283 members 
Mstep: Class 24 contains 10701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20542386.000000 Penalty: 48364.773438
Iteration 5F: 24 clusters Score -2.054239e+07 nChanged 61273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 17160 members 
Mstep: Class 3 contains 34832 members 
Mstep: Class 4 contains 7855 members 
Mstep: Class 5 contains 6746 members 
Mstep: Class 6 contains 21285 members 
Mstep: Class 7 contains 32218 members 
Mstep: Class 8 contains 22318 members 
Mstep: Class 9 contains 13257 members 
Mstep: Class 10 contains 33307 members 
Mstep: Class 11 contains 21691 members 
Mstep: Class 12 contains 4752 members 
Mstep: Class 13 contains 17115 members 
Mstep: Class 14 contains 52290 members 
Mstep: Class 15 contains 16062 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 7572 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 20 contains 31881 members 
Mstep: Class 21 contains 32818 members 
Mstep: Class 22 contains 6273 members 
Mstep: Class 23 contains 4210 members 
Mstep: Class 24 contains 9001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20593964.000000 Penalty: 48364.773438
Iteration 6F: 24 clusters Score -2.059396e+07 nChanged 56728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 14846 members 
Mstep: Class 3 contains 38661 members 
Mstep: Class 4 contains 6095 members 
Mstep: Class 5 contains 6034 members 
Mstep: Class 6 contains 17761 members 
Mstep: Class 7 contains 30765 members 
Mstep: Class 8 contains 26133 members 
Mstep: Class 9 contains 11292 members 
Mstep: Class 10 contains 35955 members 
Mstep: Class 11 contains 23297 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 14050 members 
Mstep: Class 14 contains 57960 members 
Mstep: Class 15 contains 16339 members 
Mstep: Class 16 contains 4064 members 
Mstep: Class 17 contains 6971 members 
Mstep: Class 18 contains 5906 members 
Mstep: Class 20 contains 37734 members 
Mstep: Class 21 contains 34503 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 7340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20640084.000000 Penalty: 48364.773438
Iteration 7F: 24 clusters Score -2.064008e+07 nChanged 50912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 12190 members 
Mstep: Class 3 contains 41902 members 
Mstep: Class 4 contains 4378 members 
Mstep: Class 5 contains 5746 members 
Mstep: Class 6 contains 14428 members 
Mstep: Class 7 contains 28636 members 
Mstep: Class 8 contains 29814 members 
Mstep: Class 9 contains 9372 members 
Mstep: Class 10 contains 38182 members 
Mstep: Class 11 contains 25263 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 11147 members 
Mstep: Class 14 contains 62722 members 
Mstep: Class 15 contains 16269 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 6541 members 
Mstep: Class 18 contains 4311 members 
Mstep: Class 20 contains 44653 members 
Mstep: Class 21 contains 35856 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 5831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1756.424561 but Gain 2102.816406
Score: -20679610.000000 Penalty: 46261.957031
Iteration 8F: 23 clusters Score -2.067961e+07 nChanged 45765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9206 members 
Mstep: Class 3 contains 44858 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 5539 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 26548 members 
Mstep: Class 8 contains 33198 members 
Mstep: Class 9 contains 7721 members 
Mstep: Class 10 contains 40407 members 
Mstep: Class 11 contains 26834 members 
Mstep: Class 12 contains 5187 members 
Mstep: Class 13 contains 8908 members 
Mstep: Class 14 contains 66522 members 
Mstep: Class 15 contains 15947 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 20 contains 52230 members 
Mstep: Class 21 contains 37190 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1325.137573 but Gain 2102.816406
Score: -20716380.000000 Penalty: 44159.140625
Iteration 9F: 22 clusters Score -2.071638e+07 nChanged 37579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6384 members 
Mstep: Class 3 contains 46723 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 5394 members 
Mstep: Class 6 contains 9331 members 
Mstep: Class 7 contains 24361 members 
Mstep: Class 8 contains 35878 members 
Mstep: Class 9 contains 6293 members 
Mstep: Class 10 contains 42289 members 
Mstep: Class 11 contains 27989 members 
Mstep: Class 12 contains 5535 members 
Mstep: Class 13 contains 7114 members 
Mstep: Class 14 contains 68654 members 
Mstep: Class 15 contains 15660 members 
Mstep: Class 17 contains 6198 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 20 contains 59340 members 
Mstep: Class 21 contains 38408 members 
Mstep: Class 22 contains 1220 members 
Mstep: Class 24 contains 3209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 968.276245 but Gain 2102.816406
Score: -20745472.000000 Penalty: 42056.324219
Iteration 10F: 21 clusters Score -2.074547e+07 nChanged 30018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 47786 members 
Mstep: Class 4 contains 930 members 
Mstep: Class 5 contains 5247 members 
Mstep: Class 6 contains 7698 members 
Mstep: Class 7 contains 22392 members 
Mstep: Class 8 contains 38045 members 
Mstep: Class 9 contains 5055 members 
Mstep: Class 10 contains 43529 members 
Mstep: Class 11 contains 28902 members 
Mstep: Class 12 contains 5882 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 69680 members 
Mstep: Class 15 contains 15522 members 
Mstep: Class 17 contains 5949 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 20 contains 64901 members 
Mstep: Class 21 contains 39711 members 
Mstep: Class 24 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 686.191223 but Gain 2102.816406
Score: -20767022.000000 Penalty: 39953.507812
Iteration 11F: 20 clusters Score -2.076702e+07 nChanged 23070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 48337 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 6533 members 
Mstep: Class 7 contains 20847 members 
Mstep: Class 8 contains 39849 members 
Mstep: Class 9 contains 4167 members 
Mstep: Class 10 contains 44130 members 
Mstep: Class 11 contains 29636 members 
Mstep: Class 12 contains 6195 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 69758 members 
Mstep: Class 15 contains 15477 members 
Mstep: Class 17 contains 5711 members 
Mstep: Class 18 contains 1348 members 
Mstep: Class 20 contains 68501 members 
Mstep: Class 21 contains 40994 members 
Mstep: Class 24 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 759.579285 but Gain 2102.816406
Score: -20782236.000000 Penalty: 37850.691406
Iteration 12F: 19 clusters Score -2.078224e+07 nChanged 18503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 1752 members 
Mstep: Class 3 contains 48820 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 6 contains 5767 members 
Mstep: Class 7 contains 19580 members 
Mstep: Class 8 contains 41400 members 
Mstep: Class 9 contains 3471 members 
Mstep: Class 10 contains 44196 members 
Mstep: Class 11 contains 30210 members 
Mstep: Class 12 contains 6462 members 
Mstep: Class 13 contains 4366 members 
Mstep: Class 14 contains 69240 members 
Mstep: Class 15 contains 15523 members 
Mstep: Class 17 contains 5483 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 20 contains 70727 members 
Mstep: Class 21 contains 42355 members 
Mstep: Class 24 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1399.816406 but Gain 2102.816406
Score: -20792634.000000 Penalty: 35747.875000
Iteration 13Q: 18 clusters Score -2.079263e+07 nChanged 15475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 49074 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 18613 members 
Mstep: Class 8 contains 42925 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 43931 members 
Mstep: Class 11 contains 30676 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 68344 members 
Mstep: Class 15 contains 15705 members 
Mstep: Class 17 contains 5264 members 
Mstep: Class 20 contains 72205 members 
Mstep: Class 21 contains 43953 members 
Mstep: Class 24 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1300.294189 but Gain 2102.816406
Score: -20801334.000000 Penalty: 33645.058594
Iteration 14Q: 17 clusters Score -2.080133e+07 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 49516 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 17799 members 
Mstep: Class 8 contains 44335 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 43539 members 
Mstep: Class 11 contains 31094 members 
Mstep: Class 12 contains 6916 members 
Mstep: Class 13 contains 3461 members 
Mstep: Class 14 contains 67251 members 
Mstep: Class 15 contains 15746 members 
Mstep: Class 17 contains 5041 members 
Mstep: Class 20 contains 73113 members 
Mstep: Class 21 contains 45526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1523.264893 but Gain 2102.814453
Score: -20808308.000000 Penalty: 31542.244141
Iteration 15Q: 16 clusters Score -2.080831e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 49812 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 17184 members 
Mstep: Class 8 contains 45638 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 43183 members 
Mstep: Class 11 contains 31574 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 66172 members 
Mstep: Class 15 contains 15898 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 20 contains 73640 members 
Mstep: Class 21 contains 47114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20813482.000000 Penalty: 31542.244141
Iteration 16Q: 16 clusters Score -2.081348e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 50131 members 
Mstep: Class 5 contains 4656 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 16645 members 
Mstep: Class 8 contains 46780 members 
Mstep: Class 9 contains 2149 members 
Mstep: Class 10 contains 42342 members 
Mstep: Class 11 contains 31918 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 14 contains 65169 members 
Mstep: Class 15 contains 15996 members 
Mstep: Class 17 contains 4647 members 
Mstep: Class 20 contains 73873 members 
Mstep: Class 21 contains 48306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20816600.000000 Penalty: 31542.244141
Iteration 17Q: 16 clusters Score -2.08166e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 50574 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 16238 members 
Mstep: Class 8 contains 47870 members 
Mstep: Class 9 contains 1991 members 
Mstep: Class 10 contains 41446 members 
Mstep: Class 11 contains 32184 members 
Mstep: Class 12 contains 7299 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 64368 members 
Mstep: Class 15 contains 16057 members 
Mstep: Class 17 contains 4438 members 
Mstep: Class 20 contains 73988 members 
Mstep: Class 21 contains 49296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20819026.000000 Penalty: 31542.244141
Iteration 18Q: 16 clusters Score -2.081903e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 51019 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3642 members 
Mstep: Class 7 contains 15963 members 
Mstep: Class 8 contains 48949 members 
Mstep: Class 9 contains 1867 members 
Mstep: Class 10 contains 40474 members 
Mstep: Class 11 contains 32468 members 
Mstep: Class 12 contains 7396 members 
Mstep: Class 13 contains 2530 members 
Mstep: Class 14 contains 63734 members 
Mstep: Class 15 contains 16061 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 20 contains 73992 members 
Mstep: Class 21 contains 50060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20820926.000000 Penalty: 31542.244141
Iteration 19Q: 16 clusters Score -2.082093e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 51459 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 3442 members 
Mstep: Class 7 contains 15848 members 
Mstep: Class 8 contains 49927 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 39529 members 
Mstep: Class 11 contains 32663 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 2380 members 
Mstep: Class 14 contains 63304 members 
Mstep: Class 15 contains 15975 members 
Mstep: Class 17 contains 4152 members 
Mstep: Class 20 contains 73982 members 
Mstep: Class 21 contains 50673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2065.680908 but Gain 2102.816406
Score: -20822362.000000 Penalty: 29439.427734
Iteration 20F: 15 clusters Score -2.082236e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 52226 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 15865 members 
Mstep: Class 8 contains 51521 members 
Mstep: Class 10 contains 38712 members 
Mstep: Class 11 contains 32872 members 
Mstep: Class 12 contains 7546 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 62970 members 
Mstep: Class 15 contains 15893 members 
Mstep: Class 17 contains 4025 members 
Mstep: Class 20 contains 74121 members 
Mstep: Class 21 contains 51346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20825376.000000 Penalty: 29439.427734
Iteration 21Q: 15 clusters Score -2.082538e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 52655 members 
Mstep: Class 5 contains 3974 members 
Mstep: Class 6 contains 3119 members 
Mstep: Class 7 contains 15954 members 
Mstep: Class 8 contains 52648 members 
Mstep: Class 10 contains 37843 members 
Mstep: Class 11 contains 33002 members 
Mstep: Class 12 contains 7617 members 
Mstep: Class 13 contains 2180 members 
Mstep: Class 14 contains 62615 members 
Mstep: Class 15 contains 15783 members 
Mstep: Class 17 contains 3907 members 
Mstep: Class 20 contains 73903 members 
Mstep: Class 21 contains 51619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20826468.000000 Penalty: 29439.427734
Iteration 22Q: 15 clusters Score -2.082647e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 53054 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 2955 members 
Mstep: Class 7 contains 16128 members 
Mstep: Class 8 contains 53760 members 
Mstep: Class 10 contains 37016 members 
Mstep: Class 11 contains 33113 members 
Mstep: Class 12 contains 7672 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 62307 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 17 contains 3786 members 
Mstep: Class 20 contains 73665 members 
Mstep: Class 21 contains 51796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20827494.000000 Penalty: 29439.427734
Iteration 23Q: 15 clusters Score -2.082749e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 53474 members 
Mstep: Class 5 contains 3663 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 16338 members 
Mstep: Class 8 contains 54809 members 
Mstep: Class 10 contains 36333 members 
Mstep: Class 11 contains 33153 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 62017 members 
Mstep: Class 15 contains 15514 members 
Mstep: Class 17 contains 3677 members 
Mstep: Class 20 contains 73392 members 
Mstep: Class 21 contains 51944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20828422.000000 Penalty: 29439.427734
Iteration 24Q: 15 clusters Score -2.082842e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 53849 members 
Mstep: Class 5 contains 3541 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 55781 members 
Mstep: Class 10 contains 35693 members 
Mstep: Class 11 contains 33199 members 
Mstep: Class 12 contains 7739 members 
Mstep: Class 13 contains 1939 members 
Mstep: Class 14 contains 61786 members 
Mstep: Class 15 contains 15355 members 
Mstep: Class 17 contains 3589 members 
Mstep: Class 20 contains 73111 members 
Mstep: Class 21 contains 52006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829234.000000 Penalty: 29439.427734
Iteration 25Q: 15 clusters Score -2.082923e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 5 contains 3444 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 16876 members 
Mstep: Class 8 contains 56672 members 
Mstep: Class 10 contains 35143 members 
Mstep: Class 11 contains 33279 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 61585 members 
Mstep: Class 15 contains 15257 members 
Mstep: Class 17 contains 3484 members 
Mstep: Class 20 contains 72852 members 
Mstep: Class 21 contains 52042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20829912.000000 Penalty: 29439.427734
Iteration 26Q: 15 clusters Score -2.082991e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54296 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 17139 members 
Mstep: Class 8 contains 57478 members 
Mstep: Class 10 contains 34685 members 
Mstep: Class 11 contains 33351 members 
Mstep: Class 12 contains 7811 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 61420 members 
Mstep: Class 15 contains 15244 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 20 contains 72549 members 
Mstep: Class 21 contains 52037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830516.000000 Penalty: 29439.427734
Iteration 27Q: 15 clusters Score -2.083052e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54423 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 17397 members 
Mstep: Class 8 contains 58270 members 
Mstep: Class 10 contains 34293 members 
Mstep: Class 11 contains 33385 members 
Mstep: Class 12 contains 7857 members 
Mstep: Class 13 contains 1741 members 
Mstep: Class 14 contains 61265 members 
Mstep: Class 15 contains 15291 members 
Mstep: Class 17 contains 3256 members 
Mstep: Class 20 contains 72246 members 
Mstep: Class 21 contains 51982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20831016.000000 Penalty: 29439.427734
Iteration 28Q: 15 clusters Score -2.083102e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54536 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 1985 members 
Mstep: Class 7 contains 17604 members 
Mstep: Class 8 contains 59006 members 
Mstep: Class 10 contains 33955 members 
Mstep: Class 11 contains 33386 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 14 contains 61122 members 
Mstep: Class 15 contains 15395 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 20 contains 71959 members 
Mstep: Class 21 contains 51939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20831370.000000 Penalty: 29439.427734
Iteration 29Q: 15 clusters Score -2.083137e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54637 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 17759 members 
Mstep: Class 8 contains 59661 members 
Mstep: Class 10 contains 33652 members 
Mstep: Class 11 contains 33398 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 14 contains 60999 members 
Mstep: Class 15 contains 15575 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 20 contains 71642 members 
Mstep: Class 21 contains 51886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20831782.000000 Penalty: 29439.427734
Iteration 30Q: 15 clusters Score -2.083178e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54730 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 17874 members 
Mstep: Class 8 contains 60288 members 
Mstep: Class 10 contains 33383 members 
Mstep: Class 11 contains 33397 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 1649 members 
Mstep: Class 14 contains 60904 members 
Mstep: Class 15 contains 15739 members 
Mstep: Class 17 contains 2804 members 
Mstep: Class 20 contains 71366 members 
Mstep: Class 21 contains 51841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832110.000000 Penalty: 29439.427734
Iteration 31Q: 15 clusters Score -2.083211e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54828 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 1603 members 
Mstep: Class 7 contains 17964 members 
Mstep: Class 8 contains 60854 members 
Mstep: Class 10 contains 33148 members 
Mstep: Class 11 contains 33389 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 1615 members 
Mstep: Class 14 contains 60807 members 
Mstep: Class 15 contains 15933 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 20 contains 71091 members 
Mstep: Class 21 contains 51785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832480.000000 Penalty: 29439.427734
Iteration 32Q: 15 clusters Score -2.083248e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54918 members 
Mstep: Class 5 contains 3086 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 18033 members 
Mstep: Class 8 contains 61319 members 
Mstep: Class 10 contains 32952 members 
Mstep: Class 11 contains 33404 members 
Mstep: Class 12 contains 8038 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 60711 members 
Mstep: Class 15 contains 16122 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 20 contains 70836 members 
Mstep: Class 21 contains 51740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832746.000000 Penalty: 29439.427734
Iteration 33Q: 15 clusters Score -2.083275e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55018 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 18084 members 
Mstep: Class 8 contains 61765 members 
Mstep: Class 10 contains 32769 members 
Mstep: Class 11 contains 33407 members 
Mstep: Class 12 contains 8068 members 
Mstep: Class 13 contains 1548 members 
Mstep: Class 14 contains 60616 members 
Mstep: Class 15 contains 16345 members 
Mstep: Class 17 contains 2453 members 
Mstep: Class 20 contains 70591 members 
Mstep: Class 21 contains 51677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20832882.000000 Penalty: 29439.427734
Iteration 34Q: 15 clusters Score -2.083288e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55110 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 1348 members 
Mstep: Class 7 contains 18117 members 
Mstep: Class 8 contains 62192 members 
Mstep: Class 10 contains 32603 members 
Mstep: Class 11 contains 33400 members 
Mstep: Class 12 contains 8095 members 
Mstep: Class 13 contains 1507 members 
Mstep: Class 14 contains 60536 members 
Mstep: Class 15 contains 16607 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 20 contains 70337 members 
Mstep: Class 21 contains 51620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833146.000000 Penalty: 29439.427734
Iteration 35Q: 15 clusters Score -2.083315e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55183 members 
Mstep: Class 5 contains 2997 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 18138 members 
Mstep: Class 8 contains 62594 members 
Mstep: Class 10 contains 32451 members 
Mstep: Class 11 contains 33396 members 
Mstep: Class 12 contains 8118 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 60449 members 
Mstep: Class 15 contains 16854 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 20 contains 70083 members 
Mstep: Class 21 contains 51577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833372.000000 Penalty: 29439.427734
Iteration 36Q: 15 clusters Score -2.083337e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55241 members 
Mstep: Class 5 contains 2967 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 18128 members 
Mstep: Class 8 contains 62959 members 
Mstep: Class 10 contains 32300 members 
Mstep: Class 11 contains 33403 members 
Mstep: Class 12 contains 8137 members 
Mstep: Class 13 contains 1446 members 
Mstep: Class 14 contains 60383 members 
Mstep: Class 15 contains 17119 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 20 contains 69832 members 
Mstep: Class 21 contains 51545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833634.000000 Penalty: 29439.427734
Iteration 37Q: 15 clusters Score -2.083363e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55279 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 18124 members 
Mstep: Class 8 contains 63286 members 
Mstep: Class 10 contains 32178 members 
Mstep: Class 11 contains 33395 members 
Mstep: Class 12 contains 8158 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 60325 members 
Mstep: Class 15 contains 17405 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 20 contains 69592 members 
Mstep: Class 21 contains 51506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20833940.000000 Penalty: 29439.427734
Iteration 38Q: 15 clusters Score -2.083394e+07 nChanged 1067
Entering ConstructFrom: 
Score: -20833940.000000 Penalty: 29439.427734
Entering ConstructFrom: 
Trying to split cluster 3 (55293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Entering Unmasked Estep 
Score: -2859434.750000 Penalty: 1774.565308
	Iteration 0F: 2 clusters Score -2859435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -2822528.500000 Penalty: 3549.130615
	Iteration 0F: 3 clusters Score -2822528 nChanged 25917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -2837032.000000 Penalty: 3549.130615
	Iteration 1F: 3 clusters Score -2837032 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -2837505.500000 Penalty: 3549.130615
	Iteration 2Q: 3 clusters Score -2837506 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -2838176.500000 Penalty: 3549.130615
	Iteration 3Q: 3 clusters Score -2838176 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2839231.000000 Penalty: 3549.130615
	Iteration 4Q: 3 clusters Score -2839231 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -2841021.500000 Penalty: 3549.130615
	Iteration 5F: 3 clusters Score -2841022 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2843829.250000 Penalty: 3549.130615
	Iteration 6F: 3 clusters Score -2843829 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2847839.250000 Penalty: 3549.130615
	Iteration 7F: 3 clusters Score -2847839 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2851990.750000 Penalty: 3549.130615
	Iteration 8F: 3 clusters Score -2851991 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2854400.000000 Penalty: 3549.130615
	Iteration 9F: 3 clusters Score -2854400 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2855386.000000 Penalty: 3549.130615
	Iteration 10Q: 3 clusters Score -2855386 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2855966.500000 Penalty: 3549.130615
	Iteration 11Q: 3 clusters Score -2855966 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2856382.500000 Penalty: 3549.130615
	Iteration 12Q: 3 clusters Score -2856382 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2856773.000000 Penalty: 3549.130615
	Iteration 13Q: 3 clusters Score -2856773 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2857096.250000 Penalty: 3549.130615
	Iteration 14Q: 3 clusters Score -2857096 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2857319 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2857511 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2857674 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2857809 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2857924.500000 Penalty: 3549.130615
	Iteration 19Q: 3 clusters Score -2857924 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2858050.250000 Penalty: 3549.130615
	Iteration 20F: 3 clusters Score -2858050 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2858140.750000 Penalty: 3549.130615
	Iteration 21Q: 3 clusters Score -2858141 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2858253.750000 Penalty: 3549.130615
	Iteration 22Q: 3 clusters Score -2858254 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2858344.750000 Penalty: 3549.130615
	Iteration 23Q: 3 clusters Score -2858345 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2858432.750000 Penalty: 3549.130615
	Iteration 24Q: 3 clusters Score -2858433 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2858480 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2858525 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2858577.000000 Penalty: 3549.130615
	Iteration 27Q: 3 clusters Score -2858577 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2858586.750000 Penalty: 3549.130615
	Iteration 28Q: 3 clusters Score -2858587 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2858616.750000 Penalty: 3549.130615
	Iteration 29Q: 3 clusters Score -2858617 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2858639.000000 Penalty: 3549.130615
	Iteration 30Q: 3 clusters Score -2858639 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2858655.500000 Penalty: 3549.130615
	Iteration 31Q: 3 clusters Score -2858656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2858666.250000 Penalty: 3549.130615
	Iteration 32Q: 3 clusters Score -2858666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2858684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2858703 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2858708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2858720.500000 Penalty: 3549.130615
	Iteration 36Q: 3 clusters Score -2858720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2858724.250000 Penalty: 3549.130615
	Iteration 37Q: 3 clusters Score -2858724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2858722.500000 Penalty: 3549.130615
	Iteration 38Q: 3 clusters Score -2858722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2858714.500000 Penalty: 3549.130615
	Iteration 39Q: 3 clusters Score -2858714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2858716.500000 Penalty: 3549.130615
	Iteration 40F: 3 clusters Score -2858716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2858723.750000 Penalty: 3549.130615
	Iteration 41Q: 3 clusters Score -2858724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2858724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2858734.000000 Penalty: 3549.130615
	Iteration 43Q: 3 clusters Score -2858734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2858738.750000 Penalty: 3549.130615
	Iteration 44Q: 3 clusters Score -2858739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2858740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2858740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2858749.750000 Penalty: 3549.130615
	Iteration 47Q: 3 clusters Score -2858750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2858749.250000 Penalty: 3549.130615
	Iteration 48Q: 3 clusters Score -2858749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2858749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2858751.000000 Penalty: 3549.130615
	Iteration 50Q: 3 clusters Score -2858751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2858759.000000 Penalty: 3549.130615
	Iteration 51Q: 3 clusters Score -2858759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2858752.250000 Penalty: 3549.130615
	Iteration 52Q: 3 clusters Score -2858752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2858755.250000 Penalty: 3549.130615
	Iteration 53Q: 3 clusters Score -2858755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2858752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2858747.500000 Penalty: 3549.130615
	Iteration 55Q: 3 clusters Score -2858748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2858749.500000 Penalty: 3549.130615
	Iteration 56Q: 3 clusters Score -2858750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2858751.500000 Penalty: 3549.130615
	Iteration 57Q: 3 clusters Score -2858752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2858755.750000 Penalty: 3549.130615
	Iteration 58Q: 3 clusters Score -2858756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2858754.500000 Penalty: 3549.130615
	Iteration 59Q: 3 clusters Score -2858754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2858755.500000 Penalty: 3549.130615
	Iteration 60F: 3 clusters Score -2858756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2858751.750000 Penalty: 3549.130615
	Iteration 61Q: 3 clusters Score -2858752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2858754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2858754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2858753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2858754 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2858751.750000 Penalty: 3549.130615
	Iteration 66Q: 3 clusters Score -2858752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2858755.250000 Penalty: 3549.130615
	Iteration 67Q: 3 clusters Score -2858755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2858755.750000 Penalty: 3549.130615
	Iteration 68Q: 3 clusters Score -2858756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2858754.000000 Penalty: 3549.130615
	Iteration 69Q: 3 clusters Score -2858754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2858758.500000 Penalty: 3549.130615
	Iteration 70Q: 3 clusters Score -2858758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2858762.250000 Penalty: 3549.130615
	Iteration 71Q: 3 clusters Score -2858762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2858758.250000 Penalty: 3549.130615
	Iteration 72Q: 3 clusters Score -2858758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2858759.000000 Penalty: 3549.130615
	Iteration 73Q: 3 clusters Score -2858759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2858759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2858759.500000 Penalty: 3549.130615
	Iteration 75Q: 3 clusters Score -2858760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2858758.500000 Penalty: 3549.130615
	Iteration 76Q: 3 clusters Score -2858758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2858761.000000 Penalty: 3549.130615
	Iteration 77Q: 3 clusters Score -2858761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2858761.500000 Penalty: 3549.130615
	Iteration 78Q: 3 clusters Score -2858762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2858764.000000 Penalty: 3549.130615
	Iteration 79Q: 3 clusters Score -2858764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2858762.750000 Penalty: 3549.130615
	Iteration 80F: 3 clusters Score -2858763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2858762.750000 Penalty: 3549.130615
	Iteration 81Q: 3 clusters Score -2858763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2858764.500000 Penalty: 3549.130615
	Iteration 82Q: 3 clusters Score -2858764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2858768.000000 Penalty: 3549.130615
	Iteration 83Q: 3 clusters Score -2858768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2858761.750000 Penalty: 3549.130615
	Iteration 84Q: 3 clusters Score -2858762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2858760.250000 Penalty: 3549.130615
	Iteration 85Q: 3 clusters Score -2858760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2858762 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2858763 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 88F: 3 clusters Score -2858763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2926 members 
Entering Unmasked Estep 
Score: -149216.125000 Penalty: 1296.976074
	Iteration 0F: 2 clusters Score -149216.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -146559.687500 Penalty: 2593.952148
	Iteration 0F: 3 clusters Score -146559.7 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -147234.4 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -147357.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -147420.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -147461.796875 Penalty: 2593.952148
	Iteration 4Q: 3 clusters Score -147461.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -147491.750000 Penalty: 2593.952148
	Iteration 5Q: 3 clusters Score -147491.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -147511.578125 Penalty: 2593.952148
	Iteration 6Q: 3 clusters Score -147511.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -147527.015625 Penalty: 2593.952148
	Iteration 7Q: 3 clusters Score -147527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -147542.093750 Penalty: 2593.952148
	Iteration 8Q: 3 clusters Score -147542.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -147554.671875 Penalty: 2593.952148
	Iteration 9Q: 3 clusters Score -147554.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -147561.421875 Penalty: 2593.952148
	Iteration 10Q: 3 clusters Score -147561.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -147570.562500 Penalty: 2593.952148
	Iteration 11Q: 3 clusters Score -147570.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -147580.828125 Penalty: 2593.952148
	Iteration 12Q: 3 clusters Score -147580.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -147593.703125 Penalty: 2593.952148
	Iteration 13Q: 3 clusters Score -147593.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -147604.625000 Penalty: 2593.952148
	Iteration 14Q: 3 clusters Score -147604.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -147618.015625 Penalty: 2593.952148
	Iteration 15Q: 3 clusters Score -147618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -147626.218750 Penalty: 2593.952148
	Iteration 16Q: 3 clusters Score -147626.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -147635.781250 Penalty: 2593.952148
	Iteration 17Q: 3 clusters Score -147635.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -147647.453125 Penalty: 2593.952148
	Iteration 18Q: 3 clusters Score -147647.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -147656.500000 Penalty: 2593.952148
	Iteration 19Q: 3 clusters Score -147656.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -147664.750000 Penalty: 2593.952148
	Iteration 20F: 3 clusters Score -147664.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -147670.187500 Penalty: 2593.952148
	Iteration 21Q: 3 clusters Score -147670.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -147673.031250 Penalty: 2593.952148
	Iteration 22Q: 3 clusters Score -147673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -147675.375000 Penalty: 2593.952148
	Iteration 23Q: 3 clusters Score -147675.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -147678.703125 Penalty: 2593.952148
	Iteration 24Q: 3 clusters Score -147678.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -147682.250000 Penalty: 2593.952148
	Iteration 25Q: 3 clusters Score -147682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -147686.250000 Penalty: 2593.952148
	Iteration 26Q: 3 clusters Score -147686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -147691.171875 Penalty: 2593.952148
	Iteration 27Q: 3 clusters Score -147691.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -147693.015625 Penalty: 2593.952148
	Iteration 28Q: 3 clusters Score -147693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -147693.515625 Penalty: 2593.952148
	Iteration 29Q: 3 clusters Score -147693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -147694.156250 Penalty: 2593.952148
	Iteration 30Q: 3 clusters Score -147694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -147694.593750 Penalty: 2593.952148
	Iteration 31Q: 3 clusters Score -147694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -147695.109375 Penalty: 2593.952148
	Iteration 32Q: 3 clusters Score -147695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -147695.546875 Penalty: 2593.952148
	Iteration 33Q: 3 clusters Score -147695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -147696.140625 Penalty: 2593.952148
	Iteration 34Q: 3 clusters Score -147696.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -147696.687500 Penalty: 2593.952148
	Iteration 35Q: 3 clusters Score -147696.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -147697.812500 Penalty: 2593.952148
	Iteration 36Q: 3 clusters Score -147697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -147698.671875 Penalty: 2593.952148
	Iteration 37Q: 3 clusters Score -147698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -147698.546875 Penalty: 2593.952148
	Iteration 38Q: 3 clusters Score -147698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -147699.062500 Penalty: 2593.952148
	Iteration 39Q: 3 clusters Score -147699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -147699.546875 Penalty: 2593.952148
	Iteration 40F: 3 clusters Score -147699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -147699.953125 Penalty: 2593.952148
	Iteration 41Q: 3 clusters Score -147700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -147700.218750 Penalty: 2593.952148
	Iteration 42Q: 3 clusters Score -147700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -147700.921875 Penalty: 2593.952148
	Iteration 43Q: 3 clusters Score -147700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -147701.640625 Penalty: 2593.952148
	Iteration 44Q: 3 clusters Score -147701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147703.015625 Penalty: 2593.952148
	Iteration 45Q: 3 clusters Score -147703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -147704.890625 Penalty: 2593.952148
	Iteration 46Q: 3 clusters Score -147704.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -147709.625000 Penalty: 2593.952148
	Iteration 47Q: 3 clusters Score -147709.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -147713.031250 Penalty: 2593.952148
	Iteration 48Q: 3 clusters Score -147713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -147717.140625 Penalty: 2593.952148
	Iteration 49Q: 3 clusters Score -147717.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -147723.734375 Penalty: 2593.952148
	Iteration 50Q: 3 clusters Score -147723.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -147731.406250 Penalty: 2593.952148
	Iteration 51Q: 3 clusters Score -147731.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -147737.578125 Penalty: 2593.952148
	Iteration 52Q: 3 clusters Score -147737.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -147742.140625 Penalty: 2593.952148
	Iteration 53Q: 3 clusters Score -147742.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -147745.250000 Penalty: 2593.952148
	Iteration 54Q: 3 clusters Score -147745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -147746.515625 Penalty: 2593.952148
	Iteration 55Q: 3 clusters Score -147746.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -147748.750000 Penalty: 2593.952148
	Iteration 56Q: 3 clusters Score -147748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -147750.531250 Penalty: 2593.952148
	Iteration 57Q: 3 clusters Score -147750.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -147752.234375 Penalty: 2593.952148
	Iteration 58Q: 3 clusters Score -147752.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -147753.140625 Penalty: 2593.952148
	Iteration 59Q: 3 clusters Score -147753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -147755.281250 Penalty: 2593.952148
	Iteration 60F: 3 clusters Score -147755.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -147757.093750 Penalty: 2593.952148
	Iteration 61Q: 3 clusters Score -147757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -147758.937500 Penalty: 2593.952148
	Iteration 62Q: 3 clusters Score -147758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -147761.656250 Penalty: 2593.952148
	Iteration 63Q: 3 clusters Score -147761.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -147766.703125 Penalty: 2593.952148
	Iteration 64Q: 3 clusters Score -147766.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -147770.953125 Penalty: 2593.952148
	Iteration 65Q: 3 clusters Score -147771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -147779.046875 Penalty: 2593.952148
	Iteration 66Q: 3 clusters Score -147779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -147782.781250 Penalty: 2593.952148
	Iteration 67Q: 3 clusters Score -147782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -147785.093750 Penalty: 2593.952148
	Iteration 68Q: 3 clusters Score -147785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -147786.875000 Penalty: 2593.952148
	Iteration 69Q: 3 clusters Score -147786.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -147788.765625 Penalty: 2593.952148
	Iteration 70Q: 3 clusters Score -147788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -147792.515625 Penalty: 2593.952148
	Iteration 71Q: 3 clusters Score -147792.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -147795.687500 Penalty: 2593.952148
	Iteration 72Q: 3 clusters Score -147795.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -147799.500000 Penalty: 2593.952148
	Iteration 73Q: 3 clusters Score -147799.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -147803.218750 Penalty: 2593.952148
	Iteration 74Q: 3 clusters Score -147803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -147804.906250 Penalty: 2593.952148
	Iteration 75Q: 3 clusters Score -147804.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -147805.968750 Penalty: 2593.952148
	Iteration 76Q: 3 clusters Score -147806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -147806.109375 Penalty: 2593.952148
	Iteration 77Q: 3 clusters Score -147806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -147806.906250 Penalty: 2593.952148
	Iteration 78Q: 3 clusters Score -147806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -147807.593750 Penalty: 2593.952148
	Iteration 79Q: 3 clusters Score -147807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -147808.015625 Penalty: 2593.952148
	Iteration 80F: 3 clusters Score -147808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -147809.437500 Penalty: 2593.952148
	Iteration 81Q: 3 clusters Score -147809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -147811.578125 Penalty: 2593.952148
	Iteration 82Q: 3 clusters Score -147811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -147814.812500 Penalty: 2593.952148
	Iteration 83Q: 3 clusters Score -147814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -147818.078125 Penalty: 2593.952148
	Iteration 84Q: 3 clusters Score -147818.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -147821.390625 Penalty: 2593.952148
	Iteration 85Q: 3 clusters Score -147821.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -147827.000000 Penalty: 2593.952148
	Iteration 86Q: 3 clusters Score -147827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -147830.546875 Penalty: 2593.952148
	Iteration 87Q: 3 clusters Score -147830.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -147835.390625 Penalty: 2593.952148
	Iteration 88Q: 3 clusters Score -147835.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -147840.921875 Penalty: 2593.952148
	Iteration 89Q: 3 clusters Score -147840.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -147843.921875 Penalty: 2593.952148
	Iteration 90Q: 3 clusters Score -147843.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -147846.156250 Penalty: 2593.952148
	Iteration 91Q: 3 clusters Score -147846.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -147848.187500 Penalty: 2593.952148
	Iteration 92Q: 3 clusters Score -147848.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -147851.390625 Penalty: 2593.952148
	Iteration 93Q: 3 clusters Score -147851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -147853.359375 Penalty: 2593.952148
	Iteration 94Q: 3 clusters Score -147853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -147855.828125 Penalty: 2593.952148
	Iteration 95Q: 3 clusters Score -147855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -147858.312500 Penalty: 2593.952148
	Iteration 96Q: 3 clusters Score -147858.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -147861.031250 Penalty: 2593.952148
	Iteration 97Q: 3 clusters Score -147861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -147862.750000 Penalty: 2593.952148
	Iteration 98Q: 3 clusters Score -147862.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -147866.359375 Penalty: 2593.952148
	Iteration 99Q: 3 clusters Score -147866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -147867.906250 Penalty: 2593.952148
	Iteration 100F: 3 clusters Score -147867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -147870.156250 Penalty: 2593.952148
	Iteration 101Q: 3 clusters Score -147870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -147871.000000 Penalty: 2593.952148
	Iteration 102Q: 3 clusters Score -147871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -147871.781250 Penalty: 2593.952148
	Iteration 103Q: 3 clusters Score -147871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -147872.171875 Penalty: 2593.952148
	Iteration 104Q: 3 clusters Score -147872.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -147872.234375 Penalty: 2593.952148
	Iteration 105Q: 3 clusters Score -147872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -147872.421875 Penalty: 2593.952148
	Iteration 106Q: 3 clusters Score -147872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -147872.609375 Penalty: 2593.952148
	Iteration 107Q: 3 clusters Score -147872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -147873.296875 Penalty: 2593.952148
	Iteration 108Q: 3 clusters Score -147873.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -147873.562500 Penalty: 2593.952148
	Iteration 109Q: 3 clusters Score -147873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -147873.500000 Penalty: 2593.952148
	Iteration 110Q: 3 clusters Score -147873.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -147873.500000 Penalty: 2593.952148
	Iteration 111F: 3 clusters Score -147873.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -60861.226562 Penalty: 1146.067139
	Iteration 0F: 2 clusters Score -60861.23 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 579 members 
Entering Unmasked Estep 
Score: -59308.265625 Penalty: 2292.134277
	Iteration 0F: 3 clusters Score -59308.27 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -59549.140625 Penalty: 2292.134277
	Iteration 1F: 3 clusters Score -59549.14 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -59636.781250 Penalty: 2292.134277
	Iteration 2F: 3 clusters Score -59636.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -59681.898438 Penalty: 2292.134277
	Iteration 3Q: 3 clusters Score -59681.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -59701.644531 Penalty: 2292.134277
	Iteration 4Q: 3 clusters Score -59701.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -59711.117188 Penalty: 2292.134277
	Iteration 5Q: 3 clusters Score -59711.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -59715.046875 Penalty: 2292.134277
	Iteration 6Q: 3 clusters Score -59715.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -59717.246094 Penalty: 2292.134277
	Iteration 7Q: 3 clusters Score -59717.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -59720.886719 Penalty: 2292.134277
	Iteration 8Q: 3 clusters Score -59720.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -59724.687500 Penalty: 2292.134277
	Iteration 9Q: 3 clusters Score -59724.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -59727.140625 Penalty: 2292.134277
	Iteration 10Q: 3 clusters Score -59727.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -59728.964844 Penalty: 2292.134277
	Iteration 11Q: 3 clusters Score -59728.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -59731.582031 Penalty: 2292.134277
	Iteration 12Q: 3 clusters Score -59731.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -59734.343750 Penalty: 2292.134277
	Iteration 13Q: 3 clusters Score -59734.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -59736.976562 Penalty: 2292.134277
	Iteration 14Q: 3 clusters Score -59736.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -59738.148438 Penalty: 2292.134277
	Iteration 15Q: 3 clusters Score -59738.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -59738.148438 Penalty: 2292.134277
	Iteration 16F: 3 clusters Score -59738.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Entering Unmasked Estep 
Score: -956888.875000 Penalty: 1593.257324
	Iteration 0F: 2 clusters Score -956888.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -944407.437500 Penalty: 3186.514648
	Iteration 0F: 3 clusters Score -944407.4 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -948863.375000 Penalty: 3186.514648
	Iteration 1F: 3 clusters Score -948863.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -949145.250000 Penalty: 3186.514648
	Iteration 2Q: 3 clusters Score -949145.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -949390.500000 Penalty: 3186.514648
	Iteration 3Q: 3 clusters Score -949390.5 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -949619.250000 Penalty: 3186.514648
	Iteration 4Q: 3 clusters Score -949619.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -949879.687500 Penalty: 3186.514648
	Iteration 5Q: 3 clusters Score -949879.7 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -950228.062500 Penalty: 3186.514648
	Iteration 6Q: 3 clusters Score -950228.1 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -950714.375000 Penalty: 3186.514648
	Iteration 7Q: 3 clusters Score -950714.4 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -951344.000000 Penalty: 3186.514648
	Iteration 8F: 3 clusters Score -951344 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -952110.937500 Penalty: 3186.514648
	Iteration 9F: 3 clusters Score -952110.9 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -952913.375000 Penalty: 3186.514648
	Iteration 10F: 3 clusters Score -952913.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -953626.500000 Penalty: 3186.514648
	Iteration 11Q: 3 clusters Score -953626.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -954154.187500 Penalty: 3186.514648
	Iteration 12Q: 3 clusters Score -954154.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -954524.625000 Penalty: 3186.514648
	Iteration 13Q: 3 clusters Score -954524.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -954822.000000 Penalty: 3186.514648
	Iteration 14Q: 3 clusters Score -954822 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -955021.625000 Penalty: 3186.514648
	Iteration 15Q: 3 clusters Score -955021.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -955164.875000 Penalty: 3186.514648
	Iteration 16Q: 3 clusters Score -955164.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -955256.000000 Penalty: 3186.514648
	Iteration 17Q: 3 clusters Score -955256 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -955310.500000 Penalty: 3186.514648
	Iteration 18Q: 3 clusters Score -955310.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -955357.125000 Penalty: 3186.514648
	Iteration 19Q: 3 clusters Score -955357.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -955385.437500 Penalty: 3186.514648
	Iteration 20F: 3 clusters Score -955385.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -955409.000000 Penalty: 3186.514648
	Iteration 21Q: 3 clusters Score -955409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -955426.625000 Penalty: 3186.514648
	Iteration 22Q: 3 clusters Score -955426.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -955436.500000 Penalty: 3186.514648
	Iteration 23Q: 3 clusters Score -955436.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -955443.812500 Penalty: 3186.514648
	Iteration 24Q: 3 clusters Score -955443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -955454.437500 Penalty: 3186.514648
	Iteration 25Q: 3 clusters Score -955454.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -955463.562500 Penalty: 3186.514648
	Iteration 26Q: 3 clusters Score -955463.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -955472.812500 Penalty: 3186.514648
	Iteration 27Q: 3 clusters Score -955472.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -955479.687500 Penalty: 3186.514648
	Iteration 28Q: 3 clusters Score -955479.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -955484.500000 Penalty: 3186.514648
	Iteration 29Q: 3 clusters Score -955484.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -955489.187500 Penalty: 3186.514648
	Iteration 30Q: 3 clusters Score -955489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -955493.937500 Penalty: 3186.514648
	Iteration 31Q: 3 clusters Score -955493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -955497.750000 Penalty: 3186.514648
	Iteration 32Q: 3 clusters Score -955497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -955500.500000 Penalty: 3186.514648
	Iteration 33Q: 3 clusters Score -955500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -955502.250000 Penalty: 3186.514648
	Iteration 34Q: 3 clusters Score -955502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -955502.375000 Penalty: 3186.514648
	Iteration 35Q: 3 clusters Score -955502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -955502.812500 Penalty: 3186.514648
	Iteration 36Q: 3 clusters Score -955502.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -955502.812500 Penalty: 3186.514648
	Iteration 37F: 3 clusters Score -955502.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (63565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Entering Unmasked Estep 
Score: -3300002.500000 Penalty: 1797.220459
	Iteration 0F: 2 clusters Score -3300002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -3257415.500000 Penalty: 3594.440918
	Iteration 0F: 3 clusters Score -3257416 nChanged 30136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -3274859.250000 Penalty: 3594.440918
	Iteration 1F: 3 clusters Score -3274859 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -3275480.000000 Penalty: 3594.440918
	Iteration 2Q: 3 clusters Score -3275480 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -3276271.750000 Penalty: 3594.440918
	Iteration 3Q: 3 clusters Score -3276272 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -3277565.500000 Penalty: 3594.440918
	Iteration 4Q: 3 clusters Score -3277566 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -3279752.000000 Penalty: 3594.440918
	Iteration 5F: 3 clusters Score -3279752 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -3283431.000000 Penalty: 3594.440918
	Iteration 6F: 3 clusters Score -3283431 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -3288356.250000 Penalty: 3594.440918
	Iteration 7F: 3 clusters Score -3288356 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -3293077.500000 Penalty: 3594.440918
	Iteration 8F: 3 clusters Score -3293078 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -3296056.250000 Penalty: 3594.440918
	Iteration 9Q: 3 clusters Score -3296056 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -3297441.750000 Penalty: 3594.440918
	Iteration 10Q: 3 clusters Score -3297442 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -3298017.750000 Penalty: 3594.440918
	Iteration 11Q: 3 clusters Score -3298018 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -3298221.000000 Penalty: 3594.440918
	Iteration 12Q: 3 clusters Score -3298221 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -3298309.750000 Penalty: 3594.440918
	Iteration 13Q: 3 clusters Score -3298310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -3298337.250000 Penalty: 3594.440918
	Iteration 14Q: 3 clusters Score -3298337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -3298363.250000 Penalty: 3594.440918
	Iteration 15Q: 3 clusters Score -3298363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -3298381.000000 Penalty: 3594.440918
	Iteration 16Q: 3 clusters Score -3298381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -3298402.750000 Penalty: 3594.440918
	Iteration 17Q: 3 clusters Score -3298403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -3298405.500000 Penalty: 3594.440918
	Iteration 18Q: 3 clusters Score -3298406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -3298410.000000 Penalty: 3594.440918
	Iteration 19Q: 3 clusters Score -3298410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -3298420.000000 Penalty: 3594.440918
	Iteration 20F: 3 clusters Score -3298420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -3298424.500000 Penalty: 3594.440918
	Iteration 21Q: 3 clusters Score -3298424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -3298426.500000 Penalty: 3594.440918
	Iteration 22Q: 3 clusters Score -3298426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -3298428.250000 Penalty: 3594.440918
	Iteration 23Q: 3 clusters Score -3298428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -3298432.000000 Penalty: 3594.440918
	Iteration 24Q: 3 clusters Score -3298432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -3298432.000000 Penalty: 3594.440918
	Iteration 25F: 3 clusters Score -3298432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Entering Unmasked Estep 
Score: -1683494.250000 Penalty: 1685.976440
	Iteration 0F: 2 clusters Score -1683494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1661945.500000 Penalty: 3371.952881
	Iteration 0F: 3 clusters Score -1661946 nChanged 14850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1670233.000000 Penalty: 3371.952881
	Iteration 1F: 3 clusters Score -1670233 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1670695.875000 Penalty: 3371.952881
	Iteration 2Q: 3 clusters Score -1670696 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1671140.500000 Penalty: 3371.952881
	Iteration 3Q: 3 clusters Score -1671140 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1671584.875000 Penalty: 3371.952881
	Iteration 4Q: 3 clusters Score -1671585 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1672124.375000 Penalty: 3371.952881
	Iteration 5Q: 3 clusters Score -1672124 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1672856.750000 Penalty: 3371.952881
	Iteration 6Q: 3 clusters Score -1672857 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1673855.750000 Penalty: 3371.952881
	Iteration 7F: 3 clusters Score -1673856 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1675300.250000 Penalty: 3371.952881
	Iteration 8F: 3 clusters Score -1675300 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1677024.000000 Penalty: 3371.952881
	Iteration 9F: 3 clusters Score -1677024 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1678629.125000 Penalty: 3371.952881
	Iteration 10F: 3 clusters Score -1678629 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1679979.625000 Penalty: 3371.952881
	Iteration 11Q: 3 clusters Score -1679980 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1680911.125000 Penalty: 3371.952881
	Iteration 12Q: 3 clusters Score -1680911 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1681414.625000 Penalty: 3371.952881
	Iteration 13Q: 3 clusters Score -1681415 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1681700.375000 Penalty: 3371.952881
	Iteration 14Q: 3 clusters Score -1681700 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1681838.875000 Penalty: 3371.952881
	Iteration 15Q: 3 clusters Score -1681839 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1681926.750000 Penalty: 3371.952881
	Iteration 16Q: 3 clusters Score -1681927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1681970.375000 Penalty: 3371.952881
	Iteration 17Q: 3 clusters Score -1681970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1681992.250000 Penalty: 3371.952881
	Iteration 18Q: 3 clusters Score -1681992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1682003.500000 Penalty: 3371.952881
	Iteration 19Q: 3 clusters Score -1682004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1682012.625000 Penalty: 3371.952881
	Iteration 20F: 3 clusters Score -1682013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1682025.250000 Penalty: 3371.952881
	Iteration 21Q: 3 clusters Score -1682025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1682030.875000 Penalty: 3371.952881
	Iteration 22Q: 3 clusters Score -1682031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1682037.375000 Penalty: 3371.952881
	Iteration 23Q: 3 clusters Score -1682037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1682042.750000 Penalty: 3371.952881
	Iteration 24Q: 3 clusters Score -1682043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1682050.750000 Penalty: 3371.952881
	Iteration 25Q: 3 clusters Score -1682051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1682061.125000 Penalty: 3371.952881
	Iteration 26Q: 3 clusters Score -1682061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1682064.500000 Penalty: 3371.952881
	Iteration 27Q: 3 clusters Score -1682064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1682065.875000 Penalty: 3371.952881
	Iteration 28Q: 3 clusters Score -1682066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1682065.000000 Penalty: 3371.952881
	Iteration 29Q: 3 clusters Score -1682065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1682065.000000 Penalty: 3371.952881
	Iteration 30F: 3 clusters Score -1682065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Entering Unmasked Estep 
Score: -1744300.875000 Penalty: 1692.538696
	Iteration 0F: 2 clusters Score -1744301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1721757.875000 Penalty: 3385.077393
	Iteration 0F: 3 clusters Score -1721758 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1730510.875000 Penalty: 3385.077393
	Iteration 1F: 3 clusters Score -1730511 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1731045.875000 Penalty: 3385.077393
	Iteration 2Q: 3 clusters Score -1731046 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1731546.375000 Penalty: 3385.077393
	Iteration 3Q: 3 clusters Score -1731546 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1732043.500000 Penalty: 3385.077393
	Iteration 4Q: 3 clusters Score -1732044 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1732538.625000 Penalty: 3385.077393
	Iteration 5Q: 3 clusters Score -1732539 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1732950.625000 Penalty: 3385.077393
	Iteration 6Q: 3 clusters Score -1732951 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1733305.500000 Penalty: 3385.077393
	Iteration 7Q: 3 clusters Score -1733306 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1733631.000000 Penalty: 3385.077393
	Iteration 8Q: 3 clusters Score -1733631 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1733992.125000 Penalty: 3385.077393
	Iteration 9Q: 3 clusters Score -1733992 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1734417.625000 Penalty: 3385.077393
	Iteration 10Q: 3 clusters Score -1734418 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1734917.625000 Penalty: 3385.077393
	Iteration 11Q: 3 clusters Score -1734918 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1735523.500000 Penalty: 3385.077393
	Iteration 12Q: 3 clusters Score -1735524 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1736183.250000 Penalty: 3385.077393
	Iteration 13Q: 3 clusters Score -1736183 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1736827.500000 Penalty: 3385.077393
	Iteration 14Q: 3 clusters Score -1736828 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1737431.875000 Penalty: 3385.077393
	Iteration 15Q: 3 clusters Score -1737432 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1737802.125000 Penalty: 3385.077393
	Iteration 16Q: 3 clusters Score -1737802 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1737992.000000 Penalty: 3385.077393
	Iteration 17Q: 3 clusters Score -1737992 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1738100.125000 Penalty: 3385.077393
	Iteration 18Q: 3 clusters Score -1738100 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1738167.250000 Penalty: 3385.077393
	Iteration 19Q: 3 clusters Score -1738167 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1738220.750000 Penalty: 3385.077393
	Iteration 20F: 3 clusters Score -1738221 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1738261.000000 Penalty: 3385.077393
	Iteration 21Q: 3 clusters Score -1738261 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1738291.750000 Penalty: 3385.077393
	Iteration 22Q: 3 clusters Score -1738292 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1738329.000000 Penalty: 3385.077393
	Iteration 23Q: 3 clusters Score -1738329 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1738374.000000 Penalty: 3385.077393
	Iteration 24Q: 3 clusters Score -1738374 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1738408.125000 Penalty: 3385.077393
	Iteration 25Q: 3 clusters Score -1738408 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1738436.875000 Penalty: 3385.077393
	Iteration 26Q: 3 clusters Score -1738437 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1738460.375000 Penalty: 3385.077393
	Iteration 27Q: 3 clusters Score -1738460 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1738492.125000 Penalty: 3385.077393
	Iteration 28Q: 3 clusters Score -1738492 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1738516.375000 Penalty: 3385.077393
	Iteration 29Q: 3 clusters Score -1738516 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1738542.500000 Penalty: 3385.077393
	Iteration 30Q: 3 clusters Score -1738542 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1738579.750000 Penalty: 3385.077393
	Iteration 31Q: 3 clusters Score -1738580 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1738628.125000 Penalty: 3385.077393
	Iteration 32Q: 3 clusters Score -1738628 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1738678.250000 Penalty: 3385.077393
	Iteration 33Q: 3 clusters Score -1738678 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1738743.625000 Penalty: 3385.077393
	Iteration 34Q: 3 clusters Score -1738744 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1738817.875000 Penalty: 3385.077393
	Iteration 35Q: 3 clusters Score -1738818 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1738894.125000 Penalty: 3385.077393
	Iteration 36Q: 3 clusters Score -1738894 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1738989.875000 Penalty: 3385.077393
	Iteration 37Q: 3 clusters Score -1738990 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1739087.125000 Penalty: 3385.077393
	Iteration 38Q: 3 clusters Score -1739087 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1739197.500000 Penalty: 3385.077393
	Iteration 39Q: 3 clusters Score -1739198 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1739316.750000 Penalty: 3385.077393
	Iteration 40F: 3 clusters Score -1739317 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1739432.625000 Penalty: 3385.077393
	Iteration 41Q: 3 clusters Score -1739433 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1739566.500000 Penalty: 3385.077393
	Iteration 42Q: 3 clusters Score -1739566 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1739723.625000 Penalty: 3385.077393
	Iteration 43Q: 3 clusters Score -1739724 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1739877.375000 Penalty: 3385.077393
	Iteration 44Q: 3 clusters Score -1739877 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1740078.500000 Penalty: 3385.077393
	Iteration 45Q: 3 clusters Score -1740078 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1740267.000000 Penalty: 3385.077393
	Iteration 46Q: 3 clusters Score -1740267 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1740458.375000 Penalty: 3385.077393
	Iteration 47Q: 3 clusters Score -1740458 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1740657.750000 Penalty: 3385.077393
	Iteration 48Q: 3 clusters Score -1740658 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1740884.500000 Penalty: 3385.077393
	Iteration 49Q: 3 clusters Score -1740884 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1741093.500000 Penalty: 3385.077393
	Iteration 50Q: 3 clusters Score -1741094 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1741335.250000 Penalty: 3385.077393
	Iteration 51Q: 3 clusters Score -1741335 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1741578.375000 Penalty: 3385.077393
	Iteration 52Q: 3 clusters Score -1741578 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1741814.375000 Penalty: 3385.077393
	Iteration 53Q: 3 clusters Score -1741814 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1742026.000000 Penalty: 3385.077393
	Iteration 54Q: 3 clusters Score -1742026 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1742212.625000 Penalty: 3385.077393
	Iteration 55Q: 3 clusters Score -1742213 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1742356.875000 Penalty: 3385.077393
	Iteration 56Q: 3 clusters Score -1742357 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1742472.750000 Penalty: 3385.077393
	Iteration 57Q: 3 clusters Score -1742473 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1742562.250000 Penalty: 3385.077393
	Iteration 58Q: 3 clusters Score -1742562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1742640.500000 Penalty: 3385.077393
	Iteration 59Q: 3 clusters Score -1742640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1742688.125000 Penalty: 3385.077393
	Iteration 60F: 3 clusters Score -1742688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1742713.000000 Penalty: 3385.077393
	Iteration 61Q: 3 clusters Score -1742713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1742745.000000 Penalty: 3385.077393
	Iteration 62Q: 3 clusters Score -1742745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1742764.000000 Penalty: 3385.077393
	Iteration 63Q: 3 clusters Score -1742764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1742779.875000 Penalty: 3385.077393
	Iteration 64Q: 3 clusters Score -1742780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1742787.625000 Penalty: 3385.077393
	Iteration 65Q: 3 clusters Score -1742788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1742794.375000 Penalty: 3385.077393
	Iteration 66Q: 3 clusters Score -1742794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1742805.625000 Penalty: 3385.077393
	Iteration 67Q: 3 clusters Score -1742806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1742810.500000 Penalty: 3385.077393
	Iteration 68Q: 3 clusters Score -1742810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1742814.250000 Penalty: 3385.077393
	Iteration 69Q: 3 clusters Score -1742814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1742819.500000 Penalty: 3385.077393
	Iteration 70Q: 3 clusters Score -1742820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1742825.375000 Penalty: 3385.077393
	Iteration 71Q: 3 clusters Score -1742825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1742832.750000 Penalty: 3385.077393
	Iteration 72Q: 3 clusters Score -1742833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1742836.000000 Penalty: 3385.077393
	Iteration 73Q: 3 clusters Score -1742836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1742841.000000 Penalty: 3385.077393
	Iteration 74Q: 3 clusters Score -1742841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1742843.250000 Penalty: 3385.077393
	Iteration 75Q: 3 clusters Score -1742843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1742840.750000 Penalty: 3385.077393
	Iteration 76Q: 3 clusters Score -1742841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1742843.500000 Penalty: 3385.077393
	Iteration 77Q: 3 clusters Score -1742844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1742848.000000 Penalty: 3385.077393
	Iteration 78Q: 3 clusters Score -1742848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1742846.875000 Penalty: 3385.077393
	Iteration 79Q: 3 clusters Score -1742847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1742849.625000 Penalty: 3385.077393
	Iteration 80F: 3 clusters Score -1742850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1742849.875000 Penalty: 3385.077393
	Iteration 81Q: 3 clusters Score -1742850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1742849.875000 Penalty: 3385.077393
	Iteration 82F: 3 clusters Score -1742850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Entering Unmasked Estep 
Score: -395548.812500 Penalty: 1463.916016
	Iteration 0F: 2 clusters Score -395548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -389601.312500 Penalty: 2927.832031
	Iteration 0F: 3 clusters Score -389601.3 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -391554.875000 Penalty: 2927.832031
	Iteration 1F: 3 clusters Score -391554.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -392346.312500 Penalty: 2927.832031
	Iteration 2F: 3 clusters Score -392346.3 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -393513.531250 Penalty: 2927.832031
	Iteration 3F: 3 clusters Score -393513.5 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -394632.875000 Penalty: 2927.832031
	Iteration 4F: 3 clusters Score -394632.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -395182.593750 Penalty: 2927.832031
	Iteration 5F: 3 clusters Score -395182.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -395330.531250 Penalty: 2927.832031
	Iteration 6Q: 3 clusters Score -395330.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -395380.000000 Penalty: 2927.832031
	Iteration 7Q: 3 clusters Score -395380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -395396.656250 Penalty: 2927.832031
	Iteration 8Q: 3 clusters Score -395396.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -395410.312500 Penalty: 2927.832031
	Iteration 9Q: 3 clusters Score -395410.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -395423.312500 Penalty: 2927.832031
	Iteration 10Q: 3 clusters Score -395423.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -395432.968750 Penalty: 2927.832031
	Iteration 11Q: 3 clusters Score -395433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -395437.937500 Penalty: 2927.832031
	Iteration 12Q: 3 clusters Score -395437.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -395440.718750 Penalty: 2927.832031
	Iteration 13Q: 3 clusters Score -395440.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -395442.687500 Penalty: 2927.832031
	Iteration 14Q: 3 clusters Score -395442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -395446.500000 Penalty: 2927.832031
	Iteration 15Q: 3 clusters Score -395446.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -395448.156250 Penalty: 2927.832031
	Iteration 16Q: 3 clusters Score -395448.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -395449.093750 Penalty: 2927.832031
	Iteration 17Q: 3 clusters Score -395449.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -395449.875000 Penalty: 2927.832031
	Iteration 18Q: 3 clusters Score -395449.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -395451.937500 Penalty: 2927.832031
	Iteration 19Q: 3 clusters Score -395451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -395451.750000 Penalty: 2927.832031
	Iteration 20F: 3 clusters Score -395451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -395453.031250 Penalty: 2927.832031
	Iteration 21Q: 3 clusters Score -395453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -395453.406250 Penalty: 2927.832031
	Iteration 22Q: 3 clusters Score -395453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -395453.875000 Penalty: 2927.832031
	Iteration 23Q: 3 clusters Score -395453.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -395454.906250 Penalty: 2927.832031
	Iteration 24Q: 3 clusters Score -395454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -395455.187500 Penalty: 2927.832031
	Iteration 25Q: 3 clusters Score -395455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -395457.468750 Penalty: 2927.832031
	Iteration 26Q: 3 clusters Score -395457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -395457.562500 Penalty: 2927.832031
	Iteration 27Q: 3 clusters Score -395457.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -395457.250000 Penalty: 2927.832031
	Iteration 28Q: 3 clusters Score -395457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -395457.750000 Penalty: 2927.832031
	Iteration 29Q: 3 clusters Score -395457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -395457.750000 Penalty: 2927.832031
	Iteration 30F: 3 clusters Score -395457.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -76749.000000 Penalty: 1177.766357
	Iteration 0F: 2 clusters Score -76749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -75058.984375 Penalty: 2355.532715
	Iteration 0F: 3 clusters Score -75058.98 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -75357.539062 Penalty: 2355.532715
	Iteration 1F: 3 clusters Score -75357.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -75426.015625 Penalty: 2355.532715
	Iteration 2F: 3 clusters Score -75426.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -75471.203125 Penalty: 2355.532715
	Iteration 3Q: 3 clusters Score -75471.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -75497.656250 Penalty: 2355.532715
	Iteration 4Q: 3 clusters Score -75497.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -75522.835938 Penalty: 2355.532715
	Iteration 5Q: 3 clusters Score -75522.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -75545.906250 Penalty: 2355.532715
	Iteration 6Q: 3 clusters Score -75545.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -75559.390625 Penalty: 2355.532715
	Iteration 7Q: 3 clusters Score -75559.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -75573.507812 Penalty: 2355.532715
	Iteration 8Q: 3 clusters Score -75573.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -75581.960938 Penalty: 2355.532715
	Iteration 9Q: 3 clusters Score -75581.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -75586.820312 Penalty: 2355.532715
	Iteration 10Q: 3 clusters Score -75586.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -75590.773438 Penalty: 2355.532715
	Iteration 11Q: 3 clusters Score -75590.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -75593.000000 Penalty: 2355.532715
	Iteration 12Q: 3 clusters Score -75593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -75594.679688 Penalty: 2355.532715
	Iteration 13Q: 3 clusters Score -75594.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -75595.320312 Penalty: 2355.532715
	Iteration 14Q: 3 clusters Score -75595.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -75595.523438 Penalty: 2355.532715
	Iteration 15Q: 3 clusters Score -75595.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -75595.523438 Penalty: 2355.532715
	Iteration 16F: 3 clusters Score -75595.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Entering Unmasked Estep 
Score: -3167898.250000 Penalty: 1788.597778
	Iteration 0F: 2 clusters Score -3167898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -3127969.250000 Penalty: 3577.195557
	Iteration 0F: 3 clusters Score -3127969 nChanged 28352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3143528.750000 Penalty: 3577.195557
	Iteration 1F: 3 clusters Score -3143529 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3143989.500000 Penalty: 3577.195557
	Iteration 2Q: 3 clusters Score -3143990 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3144529.500000 Penalty: 3577.195557
	Iteration 3Q: 3 clusters Score -3144530 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3145115.500000 Penalty: 3577.195557
	Iteration 4Q: 3 clusters Score -3145116 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3145800.000000 Penalty: 3577.195557
	Iteration 5Q: 3 clusters Score -3145800 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3146800.250000 Penalty: 3577.195557
	Iteration 6Q: 3 clusters Score -3146800 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3148249.250000 Penalty: 3577.195557
	Iteration 7Q: 3 clusters Score -3148249 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3150366.750000 Penalty: 3577.195557
	Iteration 8F: 3 clusters Score -3150367 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3152918.750000 Penalty: 3577.195557
	Iteration 9F: 3 clusters Score -3152919 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3155256.250000 Penalty: 3577.195557
	Iteration 10F: 3 clusters Score -3155256 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -3156735.750000 Penalty: 3577.195557
	Iteration 11Q: 3 clusters Score -3156736 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3157508.750000 Penalty: 3577.195557
	Iteration 12Q: 3 clusters Score -3157509 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3158079.500000 Penalty: 3577.195557
	Iteration 13Q: 3 clusters Score -3158080 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3158603.250000 Penalty: 3577.195557
	Iteration 14Q: 3 clusters Score -3158603 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3159131.250000 Penalty: 3577.195557
	Iteration 15Q: 3 clusters Score -3159131 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3159607.250000 Penalty: 3577.195557
	Iteration 16Q: 3 clusters Score -3159607 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3160193.500000 Penalty: 3577.195557
	Iteration 17Q: 3 clusters Score -3160194 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3160808.250000 Penalty: 3577.195557
	Iteration 18Q: 3 clusters Score -3160808 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3161457.250000 Penalty: 3577.195557
	Iteration 19Q: 3 clusters Score -3161457 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3162143.500000 Penalty: 3577.195557
	Iteration 20F: 3 clusters Score -3162144 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3162791.250000 Penalty: 3577.195557
	Iteration 21Q: 3 clusters Score -3162791 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3163394.000000 Penalty: 3577.195557
	Iteration 22Q: 3 clusters Score -3163394 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3163927.750000 Penalty: 3577.195557
	Iteration 23Q: 3 clusters Score -3163928 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3164427.500000 Penalty: 3577.195557
	Iteration 24Q: 3 clusters Score -3164428 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3164909.500000 Penalty: 3577.195557
	Iteration 25Q: 3 clusters Score -3164910 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3165298.250000 Penalty: 3577.195557
	Iteration 26Q: 3 clusters Score -3165298 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3165613.000000 Penalty: 3577.195557
	Iteration 27Q: 3 clusters Score -3165613 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3165818.250000 Penalty: 3577.195557
	Iteration 28Q: 3 clusters Score -3165818 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3165950.750000 Penalty: 3577.195557
	Iteration 29Q: 3 clusters Score -3165951 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3166080.500000 Penalty: 3577.195557
	Iteration 30Q: 3 clusters Score -3166080 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3166159.000000 Penalty: 3577.195557
	Iteration 31Q: 3 clusters Score -3166159 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3166241.500000 Penalty: 3577.195557
	Iteration 32Q: 3 clusters Score -3166242 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3166305.250000 Penalty: 3577.195557
	Iteration 33Q: 3 clusters Score -3166305 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3166337.000000 Penalty: 3577.195557
	Iteration 34Q: 3 clusters Score -3166337 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3166368.000000 Penalty: 3577.195557
	Iteration 35Q: 3 clusters Score -3166368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3166395.000000 Penalty: 3577.195557
	Iteration 36Q: 3 clusters Score -3166395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3166408.500000 Penalty: 3577.195557
	Iteration 37Q: 3 clusters Score -3166408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3166423.000000 Penalty: 3577.195557
	Iteration 38Q: 3 clusters Score -3166423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3166432.500000 Penalty: 3577.195557
	Iteration 39Q: 3 clusters Score -3166432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3166437.250000 Penalty: 3577.195557
	Iteration 40F: 3 clusters Score -3166437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3166451.500000 Penalty: 3577.195557
	Iteration 41Q: 3 clusters Score -3166452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3166458.000000 Penalty: 3577.195557
	Iteration 42Q: 3 clusters Score -3166458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3166466.750000 Penalty: 3577.195557
	Iteration 43Q: 3 clusters Score -3166467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3166472.250000 Penalty: 3577.195557
	Iteration 44Q: 3 clusters Score -3166472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3166475.250000 Penalty: 3577.195557
	Iteration 45Q: 3 clusters Score -3166475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3166479.250000 Penalty: 3577.195557
	Iteration 46Q: 3 clusters Score -3166479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3166482.250000 Penalty: 3577.195557
	Iteration 47Q: 3 clusters Score -3166482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3166489.000000 Penalty: 3577.195557
	Iteration 48Q: 3 clusters Score -3166489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3166488.500000 Penalty: 3577.195557
	Iteration 49Q: 3 clusters Score -3166488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3166490.000000 Penalty: 3577.195557
	Iteration 50Q: 3 clusters Score -3166490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3166486.750000 Penalty: 3577.195557
	Iteration 51Q: 3 clusters Score -3166487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3166488.000000 Penalty: 3577.195557
	Iteration 52Q: 3 clusters Score -3166488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3166488.000000 Penalty: 3577.195557
	Iteration 53F: 3 clusters Score -3166488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Entering Unmasked Estep 
Score: -932638.125000 Penalty: 1589.565430
	Iteration 0F: 2 clusters Score -932638.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -920500.500000 Penalty: 3179.130859
	Iteration 0F: 3 clusters Score -920500.5 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -924759.375000 Penalty: 3179.130859
	Iteration 1F: 3 clusters Score -924759.4 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -925097.562500 Penalty: 3179.130859
	Iteration 2F: 3 clusters Score -925097.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -925429.312500 Penalty: 3179.130859
	Iteration 3Q: 3 clusters Score -925429.3 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -925793.000000 Penalty: 3179.130859
	Iteration 4Q: 3 clusters Score -925793 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -926217.562500 Penalty: 3179.130859
	Iteration 5Q: 3 clusters Score -926217.6 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -926770.562500 Penalty: 3179.130859
	Iteration 6F: 3 clusters Score -926770.6 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -927462.500000 Penalty: 3179.130859
	Iteration 7F: 3 clusters Score -927462.5 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -928303.000000 Penalty: 3179.130859
	Iteration 8F: 3 clusters Score -928303 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -929144.875000 Penalty: 3179.130859
	Iteration 9F: 3 clusters Score -929144.9 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -929881.687500 Penalty: 3179.130859
	Iteration 10Q: 3 clusters Score -929881.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -930424.375000 Penalty: 3179.130859
	Iteration 11Q: 3 clusters Score -930424.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -930758.812500 Penalty: 3179.130859
	Iteration 12Q: 3 clusters Score -930758.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -930956.125000 Penalty: 3179.130859
	Iteration 13Q: 3 clusters Score -930956.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -931073.125000 Penalty: 3179.130859
	Iteration 14Q: 3 clusters Score -931073.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -931149.625000 Penalty: 3179.130859
	Iteration 15Q: 3 clusters Score -931149.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -931189.250000 Penalty: 3179.130859
	Iteration 16Q: 3 clusters Score -931189.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -931223.937500 Penalty: 3179.130859
	Iteration 17Q: 3 clusters Score -931223.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -931243.000000 Penalty: 3179.130859
	Iteration 18Q: 3 clusters Score -931243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -931264.125000 Penalty: 3179.130859
	Iteration 19Q: 3 clusters Score -931264.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -931273.750000 Penalty: 3179.130859
	Iteration 20F: 3 clusters Score -931273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -931277.312500 Penalty: 3179.130859
	Iteration 21Q: 3 clusters Score -931277.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -931279.875000 Penalty: 3179.130859
	Iteration 22Q: 3 clusters Score -931279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -931283.000000 Penalty: 3179.130859
	Iteration 23Q: 3 clusters Score -931283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -931288.250000 Penalty: 3179.130859
	Iteration 24Q: 3 clusters Score -931288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -931292.000000 Penalty: 3179.130859
	Iteration 25Q: 3 clusters Score -931292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -931292.312500 Penalty: 3179.130859
	Iteration 26Q: 3 clusters Score -931292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -931293.375000 Penalty: 3179.130859
	Iteration 27Q: 3 clusters Score -931293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -931294.000000 Penalty: 3179.130859
	Iteration 28Q: 3 clusters Score -931294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -931294.000000 Penalty: 3179.130859
	Iteration 29F: 3 clusters Score -931294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -108742.585938 Penalty: 1231.115845
	Iteration 0F: 2 clusters Score -108742.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -106667.414062 Penalty: 2462.231689
	Iteration 0F: 3 clusters Score -106667.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -107044.515625 Penalty: 2462.231689
	Iteration 1F: 3 clusters Score -107044.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -107139.929688 Penalty: 2462.231689
	Iteration 2F: 3 clusters Score -107139.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -107198.570312 Penalty: 2462.231689
	Iteration 3Q: 3 clusters Score -107198.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -107235.828125 Penalty: 2462.231689
	Iteration 4Q: 3 clusters Score -107235.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -107266.414062 Penalty: 2462.231689
	Iteration 5Q: 3 clusters Score -107266.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -107288.523438 Penalty: 2462.231689
	Iteration 6Q: 3 clusters Score -107288.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -107306.398438 Penalty: 2462.231689
	Iteration 7Q: 3 clusters Score -107306.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -107317.406250 Penalty: 2462.231689
	Iteration 8Q: 3 clusters Score -107317.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -107323.859375 Penalty: 2462.231689
	Iteration 9Q: 3 clusters Score -107323.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -107328.203125 Penalty: 2462.231689
	Iteration 10Q: 3 clusters Score -107328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -107331.203125 Penalty: 2462.231689
	Iteration 11Q: 3 clusters Score -107331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -107334.695312 Penalty: 2462.231689
	Iteration 12Q: 3 clusters Score -107334.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -107338.500000 Penalty: 2462.231689
	Iteration 13Q: 3 clusters Score -107338.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -107341.046875 Penalty: 2462.231689
	Iteration 14Q: 3 clusters Score -107341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -107344.242188 Penalty: 2462.231689
	Iteration 15Q: 3 clusters Score -107344.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -107347.062500 Penalty: 2462.231689
	Iteration 16Q: 3 clusters Score -107347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -107349.007812 Penalty: 2462.231689
	Iteration 17Q: 3 clusters Score -107349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -107350.093750 Penalty: 2462.231689
	Iteration 18Q: 3 clusters Score -107350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -107352.390625 Penalty: 2462.231689
	Iteration 19Q: 3 clusters Score -107352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -107356.562500 Penalty: 2462.231689
	Iteration 20F: 3 clusters Score -107356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -107359.593750 Penalty: 2462.231689
	Iteration 21Q: 3 clusters Score -107359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -107363.296875 Penalty: 2462.231689
	Iteration 22Q: 3 clusters Score -107363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -107367.289062 Penalty: 2462.231689
	Iteration 23Q: 3 clusters Score -107367.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -107369.531250 Penalty: 2462.231689
	Iteration 24Q: 3 clusters Score -107369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -107371.812500 Penalty: 2462.231689
	Iteration 25Q: 3 clusters Score -107371.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -107374.460938 Penalty: 2462.231689
	Iteration 26Q: 3 clusters Score -107374.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -107376.429688 Penalty: 2462.231689
	Iteration 27Q: 3 clusters Score -107376.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -107378.203125 Penalty: 2462.231689
	Iteration 28Q: 3 clusters Score -107378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -107379.195312 Penalty: 2462.231689
	Iteration 29Q: 3 clusters Score -107379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -107380.828125 Penalty: 2462.231689
	Iteration 30Q: 3 clusters Score -107380.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -107384.320312 Penalty: 2462.231689
	Iteration 31Q: 3 clusters Score -107384.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -107386.695312 Penalty: 2462.231689
	Iteration 32Q: 3 clusters Score -107386.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -107390.960938 Penalty: 2462.231689
	Iteration 33Q: 3 clusters Score -107391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -107392.507812 Penalty: 2462.231689
	Iteration 34Q: 3 clusters Score -107392.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -107396.843750 Penalty: 2462.231689
	Iteration 35Q: 3 clusters Score -107396.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -107401.421875 Penalty: 2462.231689
	Iteration 36Q: 3 clusters Score -107401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -107403.429688 Penalty: 2462.231689
	Iteration 37Q: 3 clusters Score -107403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -107405.421875 Penalty: 2462.231689
	Iteration 38Q: 3 clusters Score -107405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -107406.156250 Penalty: 2462.231689
	Iteration 39Q: 3 clusters Score -107406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -107406.382812 Penalty: 2462.231689
	Iteration 40F: 3 clusters Score -107406.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (69347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Entering Unmasked Estep 
Score: -3619375.250000 Penalty: 1811.367676
	Iteration 0F: 2 clusters Score -3619375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -3573043.500000 Penalty: 3622.735352
	Iteration 0F: 3 clusters Score -3573044 nChanged 33021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3591981.500000 Penalty: 3622.735352
	Iteration 1F: 3 clusters Score -3591982 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -3592691.250000 Penalty: 3622.735352
	Iteration 2Q: 3 clusters Score -3592691 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -3593463.000000 Penalty: 3622.735352
	Iteration 3Q: 3 clusters Score -3593463 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -3594475.000000 Penalty: 3622.735352
	Iteration 4Q: 3 clusters Score -3594475 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -3595727.500000 Penalty: 3622.735352
	Iteration 5Q: 3 clusters Score -3595728 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -3597213.500000 Penalty: 3622.735352
	Iteration 6Q: 3 clusters Score -3597214 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -3599102.500000 Penalty: 3622.735352
	Iteration 7Q: 3 clusters Score -3599102 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -3601364.500000 Penalty: 3622.735352
	Iteration 8F: 3 clusters Score -3601364 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -3603935.250000 Penalty: 3622.735352
	Iteration 9F: 3 clusters Score -3603935 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -3606743.250000 Penalty: 3622.735352
	Iteration 10F: 3 clusters Score -3606743 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -3609292.000000 Penalty: 3622.735352
	Iteration 11F: 3 clusters Score -3609292 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -3611450.000000 Penalty: 3622.735352
	Iteration 12Q: 3 clusters Score -3611450 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -3613289.000000 Penalty: 3622.735352
	Iteration 13Q: 3 clusters Score -3613289 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -3614768.000000 Penalty: 3622.735352
	Iteration 14Q: 3 clusters Score -3614768 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -3615878.000000 Penalty: 3622.735352
	Iteration 15Q: 3 clusters Score -3615878 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -3616614.000000 Penalty: 3622.735352
	Iteration 16Q: 3 clusters Score -3616614 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -3617101.750000 Penalty: 3622.735352
	Iteration 17Q: 3 clusters Score -3617102 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -3617400.750000 Penalty: 3622.735352
	Iteration 18Q: 3 clusters Score -3617401 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -3617534.000000 Penalty: 3622.735352
	Iteration 19Q: 3 clusters Score -3617534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -3617609.000000 Penalty: 3622.735352
	Iteration 20F: 3 clusters Score -3617609 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -3617651.250000 Penalty: 3622.735352
	Iteration 21Q: 3 clusters Score -3617651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -3617691.000000 Penalty: 3622.735352
	Iteration 22Q: 3 clusters Score -3617691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -3617712.500000 Penalty: 3622.735352
	Iteration 23Q: 3 clusters Score -3617712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 69068 members 
Entering Unmasked Estep 
Score: -3617732.500000 Penalty: 3622.735352
	Iteration 24Q: 3 clusters Score -3617732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -3617744.250000 Penalty: 3622.735352
	Iteration 25Q: 3 clusters Score -3617744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -3617752.500000 Penalty: 3622.735352
	Iteration 26Q: 3 clusters Score -3617752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -3617761.250000 Penalty: 3622.735352
	Iteration 27Q: 3 clusters Score -3617761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -3617771.250000 Penalty: 3622.735352
	Iteration 28Q: 3 clusters Score -3617771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -3617771.750000 Penalty: 3622.735352
	Iteration 29Q: 3 clusters Score -3617772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -3617775.250000 Penalty: 3622.735352
	Iteration 30Q: 3 clusters Score -3617775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 69094 members 
Entering Unmasked Estep 
Score: -3617780.500000 Penalty: 3622.735352
	Iteration 31Q: 3 clusters Score -3617780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -3617788.000000 Penalty: 3622.735352
	Iteration 32Q: 3 clusters Score -3617788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -3617788.250000 Penalty: 3622.735352
	Iteration 33Q: 3 clusters Score -3617788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -3617788.750000 Penalty: 3622.735352
	Iteration 34Q: 3 clusters Score -3617789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -3617788.750000 Penalty: 3622.735352
	Iteration 35F: 3 clusters Score -3617789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Entering Unmasked Estep 
Score: -2717547.750000 Penalty: 1762.891113
	Iteration 0F: 2 clusters Score -2717548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -2683101.750000 Penalty: 3525.782227
	Iteration 0F: 3 clusters Score -2683102 nChanged 24081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -2697001.250000 Penalty: 3525.782227
	Iteration 1F: 3 clusters Score -2697001 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -2698035.750000 Penalty: 3525.782227
	Iteration 2Q: 3 clusters Score -2698036 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -2699686.750000 Penalty: 3525.782227
	Iteration 3F: 3 clusters Score -2699687 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -2702251.750000 Penalty: 3525.782227
	Iteration 4F: 3 clusters Score -2702252 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -2705982.250000 Penalty: 3525.782227
	Iteration 5F: 3 clusters Score -2705982 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -2710120.000000 Penalty: 3525.782227
	Iteration 6F: 3 clusters Score -2710120 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -2713113.750000 Penalty: 3525.782227
	Iteration 7F: 3 clusters Score -2713114 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -2714749.250000 Penalty: 3525.782227
	Iteration 8Q: 3 clusters Score -2714749 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -2715450.500000 Penalty: 3525.782227
	Iteration 9Q: 3 clusters Score -2715450 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -2715732.000000 Penalty: 3525.782227
	Iteration 10Q: 3 clusters Score -2715732 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -2715862.500000 Penalty: 3525.782227
	Iteration 11Q: 3 clusters Score -2715862 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -2715933.750000 Penalty: 3525.782227
	Iteration 12Q: 3 clusters Score -2715934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -2715984.000000 Penalty: 3525.782227
	Iteration 13Q: 3 clusters Score -2715984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -2716021.000000 Penalty: 3525.782227
	Iteration 14Q: 3 clusters Score -2716021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -2716040.750000 Penalty: 3525.782227
	Iteration 15Q: 3 clusters Score -2716041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -2716044.500000 Penalty: 3525.782227
	Iteration 16Q: 3 clusters Score -2716044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -2716051.000000 Penalty: 3525.782227
	Iteration 17Q: 3 clusters Score -2716051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -2716066.500000 Penalty: 3525.782227
	Iteration 18Q: 3 clusters Score -2716066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -2716070.750000 Penalty: 3525.782227
	Iteration 19Q: 3 clusters Score -2716071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -2716073.000000 Penalty: 3525.782227
	Iteration 20F: 3 clusters Score -2716073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -2716074.250000 Penalty: 3525.782227
	Iteration 21Q: 3 clusters Score -2716074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -2716074.250000 Penalty: 3525.782227
	Iteration 22F: 3 clusters Score -2716074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55293 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 18118 members 
Mstep: Class 8 contains 63565 members 
Mstep: Class 10 contains 32056 members 
Mstep: Class 11 contains 33377 members 
Mstep: Class 12 contains 8174 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 60280 members 
Mstep: Class 15 contains 17711 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 20 contains 69347 members 
Mstep: Class 21 contains 51460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20834112.000000 Penalty: 29439.427734
Iteration 39Q: 15 clusters Score -2.083411e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55310 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 18106 members 
Mstep: Class 8 contains 63869 members 
Mstep: Class 10 contains 31949 members 
Mstep: Class 11 contains 33357 members 
Mstep: Class 12 contains 8194 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 60212 members 
Mstep: Class 15 contains 17994 members 
Mstep: Class 17 contains 1875 members 
Mstep: Class 20 contains 69117 members 
Mstep: Class 21 contains 51412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2095.044678 but Gain 2102.816406
Score: -20834352.000000 Penalty: 27336.611328
Iteration 40F: 14 clusters Score -2.083435e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55451 members 
Mstep: Class 5 contains 2893 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 18117 members 
Mstep: Class 8 contains 64437 members 
Mstep: Class 10 contains 31897 members 
Mstep: Class 11 contains 33449 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 14 contains 60224 members 
Mstep: Class 15 contains 18740 members 
Mstep: Class 17 contains 1875 members 
Mstep: Class 20 contains 68998 members 
Mstep: Class 21 contains 51418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20836114.000000 Penalty: 27336.611328
Iteration 41Q: 14 clusters Score -2.083611e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55431 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 6 contains 1124 members 
Mstep: Class 7 contains 18109 members 
Mstep: Class 8 contains 64703 members 
Mstep: Class 10 contains 31785 members 
Mstep: Class 11 contains 33410 members 
Mstep: Class 12 contains 8224 members 
Mstep: Class 14 contains 60139 members 
Mstep: Class 15 contains 19158 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 20 contains 68702 members 
Mstep: Class 21 contains 51371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20836320.000000 Penalty: 27336.611328
Iteration 42Q: 14 clusters Score -2.083632e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55392 members 
Mstep: Class 5 contains 2874 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 18093 members 
Mstep: Class 8 contains 64949 members 
Mstep: Class 10 contains 31697 members 
Mstep: Class 11 contains 33382 members 
Mstep: Class 12 contains 8233 members 
Mstep: Class 14 contains 60065 members 
Mstep: Class 15 contains 19545 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 20 contains 68422 members 
Mstep: Class 21 contains 51312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20836528.000000 Penalty: 27336.611328
Iteration 43Q: 14 clusters Score -2.083653e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55356 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 18068 members 
Mstep: Class 8 contains 65175 members 
Mstep: Class 10 contains 31609 members 
Mstep: Class 11 contains 33351 members 
Mstep: Class 12 contains 8253 members 
Mstep: Class 14 contains 60006 members 
Mstep: Class 15 contains 19886 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 20 contains 68169 members 
Mstep: Class 21 contains 51264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2049.956299 but Gain 2102.816406
Score: -20836788.000000 Penalty: 25233.794922
Iteration 44Q: 13 clusters Score -2.083679e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55507 members 
Mstep: Class 5 contains 2851 members 
Mstep: Class 6 contains 1322 members 
Mstep: Class 7 contains 18086 members 
Mstep: Class 8 contains 65586 members 
Mstep: Class 10 contains 31583 members 
Mstep: Class 11 contains 33354 members 
Mstep: Class 12 contains 8267 members 
Mstep: Class 14 contains 59992 members 
Mstep: Class 15 contains 20994 members 
Mstep: Class 20 contains 68006 members 
Mstep: Class 21 contains 51271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20838864.000000 Penalty: 25233.794922
Iteration 45Q: 13 clusters Score -2.083886e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55366 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 18058 members 
Mstep: Class 8 contains 65647 members 
Mstep: Class 10 contains 31503 members 
Mstep: Class 11 contains 33304 members 
Mstep: Class 12 contains 8281 members 
Mstep: Class 14 contains 59902 members 
Mstep: Class 15 contains 21581 members 
Mstep: Class 20 contains 67682 members 
Mstep: Class 21 contains 51211 members 
Entering Unmasked Estep 
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Iteration 46Q: 13 clusters Score -2.083921e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55252 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 1531 members 
Mstep: Class 7 contains 18030 members 
Mstep: Class 8 contains 65711 members 
Mstep: Class 10 contains 31420 members 
Mstep: Class 11 contains 33254 members 
Mstep: Class 12 contains 8290 members 
Mstep: Class 14 contains 59837 members 
Mstep: Class 15 contains 22132 members 
Mstep: Class 20 contains 67350 members 
Mstep: Class 21 contains 51164 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 13 clusters Score -2.083956e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55162 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 18002 members 
Mstep: Class 8 contains 65757 members 
Mstep: Class 10 contains 31359 members 
Mstep: Class 11 contains 33200 members 
Mstep: Class 12 contains 8303 members 
Mstep: Class 14 contains 59771 members 
Mstep: Class 15 contains 22631 members 
Mstep: Class 20 contains 67053 members 
Mstep: Class 21 contains 51134 members 
Entering Unmasked Estep 
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Iteration 48Q: 13 clusters Score -2.083962e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 55082 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 65813 members 
Mstep: Class 10 contains 31310 members 
Mstep: Class 11 contains 33142 members 
Mstep: Class 12 contains 8308 members 
Mstep: Class 14 contains 59726 members 
Mstep: Class 15 contains 23089 members 
Mstep: Class 20 contains 66780 members 
Mstep: Class 21 contains 51096 members 
Entering Unmasked Estep 
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Iteration 49Q: 13 clusters Score -2.083982e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54982 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 1735 members 
Mstep: Class 7 contains 17945 members 
Mstep: Class 8 contains 65852 members 
Mstep: Class 10 contains 31272 members 
Mstep: Class 11 contains 33107 members 
Mstep: Class 12 contains 8319 members 
Mstep: Class 14 contains 59691 members 
Mstep: Class 15 contains 23512 members 
Mstep: Class 20 contains 66547 members 
Mstep: Class 21 contains 51058 members 
Entering Unmasked Estep 
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Iteration 50Q: 13 clusters Score -2.083993e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54874 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 7 contains 17923 members 
Mstep: Class 8 contains 65888 members 
Mstep: Class 10 contains 31244 members 
Mstep: Class 11 contains 33069 members 
Mstep: Class 12 contains 8331 members 
Mstep: Class 14 contains 59663 members 
Mstep: Class 15 contains 23892 members 
Mstep: Class 20 contains 66328 members 
Mstep: Class 21 contains 51039 members 
Entering Unmasked Estep 
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Iteration 51Q: 13 clusters Score -2.083998e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54780 members 
Mstep: Class 5 contains 2758 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 17902 members 
Mstep: Class 8 contains 65911 members 
Mstep: Class 10 contains 31222 members 
Mstep: Class 11 contains 33038 members 
Mstep: Class 12 contains 8338 members 
Mstep: Class 14 contains 59656 members 
Mstep: Class 15 contains 24221 members 
Mstep: Class 20 contains 66147 members 
Mstep: Class 21 contains 51027 members 
Entering Unmasked Estep 
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Iteration 52Q: 13 clusters Score -2.083993e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54703 members 
Mstep: Class 5 contains 2745 members 
Mstep: Class 6 contains 1841 members 
Mstep: Class 7 contains 17881 members 
Mstep: Class 8 contains 65909 members 
Mstep: Class 10 contains 31206 members 
Mstep: Class 11 contains 33021 members 
Mstep: Class 12 contains 8346 members 
Mstep: Class 14 contains 59650 members 
Mstep: Class 15 contains 24503 members 
Mstep: Class 20 contains 65991 members 
Mstep: Class 21 contains 51023 members 
Entering Unmasked Estep 
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Iteration 53Q: 13 clusters Score -2.083997e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54652 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 1855 members 
Mstep: Class 7 contains 17865 members 
Mstep: Class 8 contains 65919 members 
Mstep: Class 10 contains 31197 members 
Mstep: Class 11 contains 33003 members 
Mstep: Class 12 contains 8352 members 
Mstep: Class 14 contains 59644 members 
Mstep: Class 15 contains 24747 members 
Mstep: Class 20 contains 65834 members 
Mstep: Class 21 contains 51016 members 
Entering Unmasked Estep 
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Iteration 54Q: 13 clusters Score -2.083996e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54605 members 
Mstep: Class 5 contains 2728 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 17851 members 
Mstep: Class 8 contains 65930 members 
Mstep: Class 10 contains 31186 members 
Mstep: Class 11 contains 32989 members 
Mstep: Class 12 contains 8357 members 
Mstep: Class 14 contains 59630 members 
Mstep: Class 15 contains 24964 members 
Mstep: Class 20 contains 65694 members 
Mstep: Class 21 contains 51012 members 
Entering Unmasked Estep 
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Iteration 55Q: 13 clusters Score -2.084006e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54569 members 
Mstep: Class 5 contains 2723 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 17835 members 
Mstep: Class 8 contains 65933 members 
Mstep: Class 10 contains 31176 members 
Mstep: Class 11 contains 32979 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 14 contains 59618 members 
Mstep: Class 15 contains 25145 members 
Mstep: Class 20 contains 65592 members 
Mstep: Class 21 contains 51006 members 
Entering Unmasked Estep 
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Iteration 56Q: 13 clusters Score -2.084011e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54539 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 17826 members 
Mstep: Class 8 contains 65951 members 
Mstep: Class 10 contains 31164 members 
Mstep: Class 11 contains 32972 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 14 contains 59609 members 
Mstep: Class 15 contains 25289 members 
Mstep: Class 20 contains 65496 members 
Mstep: Class 21 contains 51002 members 
Entering Unmasked Estep 
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Iteration 57Q: 13 clusters Score -2.084014e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54517 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 17820 members 
Mstep: Class 8 contains 65962 members 
Mstep: Class 10 contains 31157 members 
Mstep: Class 11 contains 32957 members 
Mstep: Class 12 contains 8370 members 
Mstep: Class 14 contains 59601 members 
Mstep: Class 15 contains 25416 members 
Mstep: Class 20 contains 65412 members 
Mstep: Class 21 contains 50999 members 
Entering Unmasked Estep 
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Iteration 58Q: 13 clusters Score -2.084013e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54494 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 7 contains 17814 members 
Mstep: Class 8 contains 66004 members 
Mstep: Class 10 contains 31146 members 
Mstep: Class 11 contains 32945 members 
Mstep: Class 12 contains 8372 members 
Mstep: Class 14 contains 59593 members 
Mstep: Class 15 contains 25545 members 
Mstep: Class 20 contains 65300 members 
Mstep: Class 21 contains 50993 members 
Entering Unmasked Estep 
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Iteration 59Q: 13 clusters Score -2.084016e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54481 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 17818 members 
Mstep: Class 8 contains 66040 members 
Mstep: Class 10 contains 31140 members 
Mstep: Class 11 contains 32935 members 
Mstep: Class 12 contains 8372 members 
Mstep: Class 14 contains 59592 members 
Mstep: Class 15 contains 25629 members 
Mstep: Class 20 contains 65204 members 
Mstep: Class 21 contains 50989 members 
Entering Unmasked Estep 
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Iteration 60F: 13 clusters Score -2.084023e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54466 members 
Mstep: Class 5 contains 2717 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 17799 members 
Mstep: Class 8 contains 66072 members 
Mstep: Class 10 contains 31140 members 
Mstep: Class 11 contains 32912 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 14 contains 59583 members 
Mstep: Class 15 contains 25655 members 
Mstep: Class 20 contains 65113 members 
Mstep: Class 21 contains 50978 members 
Entering Unmasked Estep 
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Iteration 61Q: 13 clusters Score -2.084026e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54454 members 
Mstep: Class 5 contains 2716 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 17784 members 
Mstep: Class 8 contains 66097 members 
Mstep: Class 10 contains 31139 members 
Mstep: Class 11 contains 32897 members 
Mstep: Class 12 contains 8378 members 
Mstep: Class 14 contains 59577 members 
Mstep: Class 15 contains 25675 members 
Mstep: Class 20 contains 65028 members 
Mstep: Class 21 contains 50981 members 
Entering Unmasked Estep 
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Iteration 62Q: 13 clusters Score -2.084032e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54441 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 66129 members 
Mstep: Class 10 contains 31132 members 
Mstep: Class 11 contains 32884 members 
Mstep: Class 12 contains 8378 members 
Mstep: Class 14 contains 59562 members 
Mstep: Class 15 contains 25696 members 
Mstep: Class 20 contains 64972 members 
Mstep: Class 21 contains 50985 members 
Entering Unmasked Estep 
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Iteration 63Q: 13 clusters Score -2.084029e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54428 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 2206 members 
Mstep: Class 7 contains 17751 members 
Mstep: Class 8 contains 66173 members 
Mstep: Class 10 contains 31124 members 
Mstep: Class 11 contains 32874 members 
Mstep: Class 12 contains 8380 members 
Mstep: Class 14 contains 59554 members 
Mstep: Class 15 contains 25710 members 
Mstep: Class 20 contains 64920 members 
Mstep: Class 21 contains 50986 members 
Entering Unmasked Estep 
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Iteration 64Q: 13 clusters Score -2.084034e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54410 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 2254 members 
Mstep: Class 7 contains 17741 members 
Mstep: Class 8 contains 66209 members 
Mstep: Class 10 contains 31119 members 
Mstep: Class 11 contains 32855 members 
Mstep: Class 12 contains 8382 members 
Mstep: Class 14 contains 59550 members 
Mstep: Class 15 contains 25734 members 
Mstep: Class 20 contains 64877 members 
Mstep: Class 21 contains 50979 members 
Entering Unmasked Estep 
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Iteration 65Q: 13 clusters Score -2.084035e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54397 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 17727 members 
Mstep: Class 8 contains 66247 members 
Mstep: Class 10 contains 31110 members 
Mstep: Class 11 contains 32846 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 14 contains 59541 members 
Mstep: Class 15 contains 25754 members 
Mstep: Class 20 contains 64836 members 
Mstep: Class 21 contains 50982 members 
Entering Unmasked Estep 
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Iteration 66Q: 13 clusters Score -2.08404e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54380 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 17709 members 
Mstep: Class 8 contains 66295 members 
Mstep: Class 10 contains 31101 members 
Mstep: Class 11 contains 32840 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 14 contains 59534 members 
Mstep: Class 15 contains 25771 members 
Mstep: Class 20 contains 64809 members 
Mstep: Class 21 contains 50983 members 
Entering Unmasked Estep 
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Iteration 67Q: 13 clusters Score -2.08404e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54352 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 17698 members 
Mstep: Class 8 contains 66340 members 
Mstep: Class 10 contains 31095 members 
Mstep: Class 11 contains 32831 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 14 contains 59523 members 
Mstep: Class 15 contains 25798 members 
Mstep: Class 20 contains 64787 members 
Mstep: Class 21 contains 50983 members 
Entering Unmasked Estep 
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Iteration 68Q: 13 clusters Score -2.084036e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54310 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 2337 members 
Mstep: Class 7 contains 17696 members 
Mstep: Class 8 contains 66387 members 
Mstep: Class 10 contains 31093 members 
Mstep: Class 11 contains 32826 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 14 contains 59512 members 
Mstep: Class 15 contains 25823 members 
Mstep: Class 20 contains 64768 members 
Mstep: Class 21 contains 50979 members 
Entering Unmasked Estep 
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Iteration 69Q: 13 clusters Score -2.084039e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54275 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 17695 members 
Mstep: Class 8 contains 66423 members 
Mstep: Class 10 contains 31090 members 
Mstep: Class 11 contains 32818 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 14 contains 59502 members 
Mstep: Class 15 contains 25847 members 
Mstep: Class 20 contains 64753 members 
Mstep: Class 21 contains 50978 members 
Entering Unmasked Estep 
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Iteration 70Q: 13 clusters Score -2.084041e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54251 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 17687 members 
Mstep: Class 8 contains 66453 members 
Mstep: Class 10 contains 31088 members 
Mstep: Class 11 contains 32817 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 14 contains 59498 members 
Mstep: Class 15 contains 25868 members 
Mstep: Class 20 contains 64733 members 
Mstep: Class 21 contains 50969 members 
Entering Unmasked Estep 
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Iteration 71Q: 13 clusters Score -2.084044e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54234 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 17684 members 
Mstep: Class 8 contains 66480 members 
Mstep: Class 10 contains 31085 members 
Mstep: Class 11 contains 32813 members 
Mstep: Class 12 contains 8407 members 
Mstep: Class 14 contains 59497 members 
Mstep: Class 15 contains 25875 members 
Mstep: Class 20 contains 64718 members 
Mstep: Class 21 contains 50962 members 
Entering Unmasked Estep 
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Iteration 72Q: 13 clusters Score -2.08404e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54224 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 2395 members 
Mstep: Class 7 contains 17673 members 
Mstep: Class 8 contains 66504 members 
Mstep: Class 10 contains 31077 members 
Mstep: Class 11 contains 32813 members 
Mstep: Class 12 contains 8409 members 
Mstep: Class 14 contains 59496 members 
Mstep: Class 15 contains 25877 members 
Mstep: Class 20 contains 64710 members 
Mstep: Class 21 contains 50959 members 
Entering Unmasked Estep 
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Iteration 73Q: 13 clusters Score -2.084042e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54214 members 
Mstep: Class 5 contains 2680 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 17665 members 
Mstep: Class 8 contains 66523 members 
Mstep: Class 10 contains 31072 members 
Mstep: Class 11 contains 32811 members 
Mstep: Class 12 contains 8412 members 
Mstep: Class 14 contains 59491 members 
Mstep: Class 15 contains 25887 members 
Mstep: Class 20 contains 64701 members 
Mstep: Class 21 contains 50955 members 
Entering Unmasked Estep 
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Iteration 74Q: 13 clusters Score -2.084044e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54205 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 2423 members 
Mstep: Class 7 contains 17659 members 
Mstep: Class 8 contains 66540 members 
Mstep: Class 10 contains 31072 members 
Mstep: Class 11 contains 32805 members 
Mstep: Class 12 contains 8415 members 
Mstep: Class 14 contains 59482 members 
Mstep: Class 15 contains 25891 members 
Mstep: Class 20 contains 64694 members 
Mstep: Class 21 contains 50955 members 
Entering Unmasked Estep 
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Iteration 75Q: 13 clusters Score -2.084045e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54200 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 2440 members 
Mstep: Class 7 contains 17651 members 
Mstep: Class 8 contains 66561 members 
Mstep: Class 10 contains 31073 members 
Mstep: Class 11 contains 32796 members 
Mstep: Class 12 contains 8415 members 
Mstep: Class 14 contains 59479 members 
Mstep: Class 15 contains 25890 members 
Mstep: Class 20 contains 64682 members 
Mstep: Class 21 contains 50955 members 
Entering Unmasked Estep 
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Iteration 76Q: 13 clusters Score -2.084044e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54197 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66586 members 
Mstep: Class 10 contains 31071 members 
Mstep: Class 11 contains 32783 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 14 contains 59479 members 
Mstep: Class 15 contains 25894 members 
Mstep: Class 20 contains 64665 members 
Mstep: Class 21 contains 50951 members 
Entering Unmasked Estep 
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Iteration 77Q: 13 clusters Score -2.084039e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54191 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 17641 members 
Mstep: Class 8 contains 66606 members 
Mstep: Class 10 contains 31070 members 
Mstep: Class 11 contains 32775 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 14 contains 59474 members 
Mstep: Class 15 contains 25890 members 
Mstep: Class 20 contains 64658 members 
Mstep: Class 21 contains 50952 members 
Entering Unmasked Estep 
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Iteration 78Q: 13 clusters Score -2.084043e+07 nChanged 58
Entering ConstructFrom: 
Score: -20840430.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (54188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Entering Unmasked Estep 
Score: -2802429.750000 Penalty: 1771.284912
	Iteration 0F: 2 clusters Score -2802430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -2766212.250000 Penalty: 3542.569824
	Iteration 0F: 3 clusters Score -2766212 nChanged 25425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -2780577.500000 Penalty: 3542.569824
	Iteration 1F: 3 clusters Score -2780578 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -2781040.500000 Penalty: 3542.569824
	Iteration 2Q: 3 clusters Score -2781040 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -2781674.000000 Penalty: 3542.569824
	Iteration 3Q: 3 clusters Score -2781674 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2782679 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2784369 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -2787298.750000 Penalty: 3542.569824
	Iteration 6F: 3 clusters Score -2787299 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -2791607.250000 Penalty: 3542.569824
	Iteration 7F: 3 clusters Score -2791607 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2795890 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -2798859.250000 Penalty: 3542.569824
	Iteration 9F: 3 clusters Score -2798859 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -2800134.250000 Penalty: 3542.569824
	Iteration 10Q: 3 clusters Score -2800134 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2800655 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -2800945.250000 Penalty: 3542.569824
	Iteration 12Q: 3 clusters Score -2800945 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -2801175.250000 Penalty: 3542.569824
	Iteration 13Q: 3 clusters Score -2801175 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -2801340.750000 Penalty: 3542.569824
	Iteration 14Q: 3 clusters Score -2801341 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -2801479.500000 Penalty: 3542.569824
	Iteration 15Q: 3 clusters Score -2801480 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -2801567.250000 Penalty: 3542.569824
	Iteration 16Q: 3 clusters Score -2801567 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -2801599.000000 Penalty: 3542.569824
	Iteration 17Q: 3 clusters Score -2801599 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -2801616.250000 Penalty: 3542.569824
	Iteration 18Q: 3 clusters Score -2801616 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -2801649.250000 Penalty: 3542.569824
	Iteration 19Q: 3 clusters Score -2801649 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -2801667.000000 Penalty: 3542.569824
	Iteration 20F: 3 clusters Score -2801667 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -2801675.500000 Penalty: 3542.569824
	Iteration 21Q: 3 clusters Score -2801676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -2801673.500000 Penalty: 3542.569824
	Iteration 22Q: 3 clusters Score -2801674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -2801678.250000 Penalty: 3542.569824
	Iteration 23Q: 3 clusters Score -2801678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -2801694.250000 Penalty: 3542.569824
	Iteration 24Q: 3 clusters Score -2801694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -2801693.750000 Penalty: 3542.569824
	Iteration 25Q: 3 clusters Score -2801694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -2801702.500000 Penalty: 3542.569824
	Iteration 26Q: 3 clusters Score -2801702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -2801707.750000 Penalty: 3542.569824
	Iteration 27Q: 3 clusters Score -2801708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -2801709.750000 Penalty: 3542.569824
	Iteration 28Q: 3 clusters Score -2801710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -2801713.500000 Penalty: 3542.569824
	Iteration 29Q: 3 clusters Score -2801714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -2801715.250000 Penalty: 3542.569824
	Iteration 30Q: 3 clusters Score -2801715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -2801712.000000 Penalty: 3542.569824
	Iteration 31Q: 3 clusters Score -2801712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -2801713.500000 Penalty: 3542.569824
	Iteration 32Q: 3 clusters Score -2801714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -2801709.500000 Penalty: 3542.569824
	Iteration 33Q: 3 clusters Score -2801710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -2801719.000000 Penalty: 3542.569824
	Iteration 34Q: 3 clusters Score -2801719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -2801723.500000 Penalty: 3542.569824
	Iteration 35Q: 3 clusters Score -2801724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -2801718.750000 Penalty: 3542.569824
	Iteration 36Q: 3 clusters Score -2801719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -2801724.750000 Penalty: 3542.569824
	Iteration 37Q: 3 clusters Score -2801725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -2801724.750000 Penalty: 3542.569824
	Iteration 38Q: 3 clusters Score -2801725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -2801727.750000 Penalty: 3542.569824
	Iteration 39Q: 3 clusters Score -2801728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -2801726.500000 Penalty: 3542.569824
	Iteration 40F: 3 clusters Score -2801726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -2801722.000000 Penalty: 3542.569824
	Iteration 41Q: 3 clusters Score -2801722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -2801725.500000 Penalty: 3542.569824
	Iteration 42Q: 3 clusters Score -2801726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -2801726.000000 Penalty: 3542.569824
	Iteration 43Q: 3 clusters Score -2801726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -2801723.000000 Penalty: 3542.569824
	Iteration 44Q: 3 clusters Score -2801723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -2801729.250000 Penalty: 3542.569824
	Iteration 45Q: 3 clusters Score -2801729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -2801729.500000 Penalty: 3542.569824
	Iteration 46Q: 3 clusters Score -2801730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -2801732.750000 Penalty: 3542.569824
	Iteration 47Q: 3 clusters Score -2801733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -2801731.500000 Penalty: 3542.569824
	Iteration 48Q: 3 clusters Score -2801732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -2801731.000000 Penalty: 3542.569824
	Iteration 49Q: 3 clusters Score -2801731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -2801732.500000 Penalty: 3542.569824
	Iteration 50Q: 3 clusters Score -2801732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -2801731.500000 Penalty: 3542.569824
	Iteration 51Q: 3 clusters Score -2801732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -2801735.750000 Penalty: 3542.569824
	Iteration 52Q: 3 clusters Score -2801736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -2801740.750000 Penalty: 3542.569824
	Iteration 53Q: 3 clusters Score -2801741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -2801741.750000 Penalty: 3542.569824
	Iteration 54Q: 3 clusters Score -2801742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -2801739.250000 Penalty: 3542.569824
	Iteration 55Q: 3 clusters Score -2801739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -2801741.750000 Penalty: 3542.569824
	Iteration 56Q: 3 clusters Score -2801742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -2801737.000000 Penalty: 3542.569824
	Iteration 57Q: 3 clusters Score -2801737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -2801738.250000 Penalty: 3542.569824
	Iteration 58Q: 3 clusters Score -2801738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -2801740.750000 Penalty: 3542.569824
	Iteration 59Q: 3 clusters Score -2801741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -2801741.000000 Penalty: 3542.569824
	Iteration 60F: 3 clusters Score -2801741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -2801740.750000 Penalty: 3542.569824
	Iteration 61Q: 3 clusters Score -2801741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -2801739.500000 Penalty: 3542.569824
	Iteration 62Q: 3 clusters Score -2801740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -2801740.250000 Penalty: 3542.569824
	Iteration 63Q: 3 clusters Score -2801740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -2801744.500000 Penalty: 3542.569824
	Iteration 64Q: 3 clusters Score -2801744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -2801742.750000 Penalty: 3542.569824
	Iteration 65Q: 3 clusters Score -2801743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -2801746.500000 Penalty: 3542.569824
	Iteration 66Q: 3 clusters Score -2801746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -2801746.500000 Penalty: 3542.569824
	Iteration 67Q: 3 clusters Score -2801746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -2801746.000000 Penalty: 3542.569824
	Iteration 68Q: 3 clusters Score -2801746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -2801751.500000 Penalty: 3542.569824
	Iteration 69Q: 3 clusters Score -2801752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -2801750.000000 Penalty: 3542.569824
	Iteration 70Q: 3 clusters Score -2801750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -2801747.750000 Penalty: 3542.569824
	Iteration 71Q: 3 clusters Score -2801748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -2801749.250000 Penalty: 3542.569824
	Iteration 72Q: 3 clusters Score -2801749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -2801751.000000 Penalty: 3542.569824
	Iteration 73Q: 3 clusters Score -2801751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -2801747.000000 Penalty: 3542.569824
	Iteration 74Q: 3 clusters Score -2801747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -2801749.750000 Penalty: 3542.569824
	Iteration 75Q: 3 clusters Score -2801750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -2801750.500000 Penalty: 3542.569824
	Iteration 76Q: 3 clusters Score -2801750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -2801752.750000 Penalty: 3542.569824
	Iteration 77Q: 3 clusters Score -2801753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -2801753.000000 Penalty: 3542.569824
	Iteration 78Q: 3 clusters Score -2801753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -2801751.750000 Penalty: 3542.569824
	Iteration 79Q: 3 clusters Score -2801752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -2801751.750000 Penalty: 3542.569824
	Iteration 80F: 3 clusters Score -2801752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -2801748.500000 Penalty: 3542.569824
	Iteration 81Q: 3 clusters Score -2801748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -2801747.500000 Penalty: 3542.569824
	Iteration 82Q: 3 clusters Score -2801748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -2801747.500000 Penalty: 3542.569824
	Iteration 83F: 3 clusters Score -2801748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -136677.937500 Penalty: 1282.523438
	Iteration 0F: 2 clusters Score -136677.9 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 1339 members 
Entering Unmasked Estep 
Score: -134127.734375 Penalty: 2565.046875
	Iteration 0F: 3 clusters Score -134127.7 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -134697.984375 Penalty: 2565.046875
	Iteration 1F: 3 clusters Score -134698 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -134810.437500 Penalty: 2565.046875
	Iteration 2F: 3 clusters Score -134810.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -134882.421875 Penalty: 2565.046875
	Iteration 3Q: 3 clusters Score -134882.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -134943.125000 Penalty: 2565.046875
	Iteration 4Q: 3 clusters Score -134943.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -134979.406250 Penalty: 2565.046875
	Iteration 5Q: 3 clusters Score -134979.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -135000.406250 Penalty: 2565.046875
	Iteration 6Q: 3 clusters Score -135000.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -135016.531250 Penalty: 2565.046875
	Iteration 7Q: 3 clusters Score -135016.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -135028.234375 Penalty: 2565.046875
	Iteration 8Q: 3 clusters Score -135028.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -135038.343750 Penalty: 2565.046875
	Iteration 9Q: 3 clusters Score -135038.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -135045.218750 Penalty: 2565.046875
	Iteration 10Q: 3 clusters Score -135045.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -135048.843750 Penalty: 2565.046875
	Iteration 11Q: 3 clusters Score -135048.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -135052.375000 Penalty: 2565.046875
	Iteration 12Q: 3 clusters Score -135052.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -135056.921875 Penalty: 2565.046875
	Iteration 13Q: 3 clusters Score -135056.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -135060.765625 Penalty: 2565.046875
	Iteration 14Q: 3 clusters Score -135060.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -135064.750000 Penalty: 2565.046875
	Iteration 15Q: 3 clusters Score -135064.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -135066.093750 Penalty: 2565.046875
	Iteration 16Q: 3 clusters Score -135066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -135066.765625 Penalty: 2565.046875
	Iteration 17Q: 3 clusters Score -135066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -135067.687500 Penalty: 2565.046875
	Iteration 18Q: 3 clusters Score -135067.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -135068.968750 Penalty: 2565.046875
	Iteration 19Q: 3 clusters Score -135069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -135069.390625 Penalty: 2565.046875
	Iteration 20F: 3 clusters Score -135069.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -135070.062500 Penalty: 2565.046875
	Iteration 21Q: 3 clusters Score -135070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -135070.265625 Penalty: 2565.046875
	Iteration 22Q: 3 clusters Score -135070.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -135071.265625 Penalty: 2565.046875
	Iteration 23Q: 3 clusters Score -135071.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -135073.093750 Penalty: 2565.046875
	Iteration 24Q: 3 clusters Score -135073.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -135077.437500 Penalty: 2565.046875
	Iteration 25Q: 3 clusters Score -135077.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -135081.984375 Penalty: 2565.046875
	Iteration 26Q: 3 clusters Score -135082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -135083.437500 Penalty: 2565.046875
	Iteration 27Q: 3 clusters Score -135083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -135085.937500 Penalty: 2565.046875
	Iteration 28Q: 3 clusters Score -135085.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -135090.265625 Penalty: 2565.046875
	Iteration 29Q: 3 clusters Score -135090.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -135095.375000 Penalty: 2565.046875
	Iteration 30Q: 3 clusters Score -135095.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -135098.890625 Penalty: 2565.046875
	Iteration 31Q: 3 clusters Score -135098.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -135102.218750 Penalty: 2565.046875
	Iteration 32Q: 3 clusters Score -135102.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -135105.156250 Penalty: 2565.046875
	Iteration 33Q: 3 clusters Score -135105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -135106.968750 Penalty: 2565.046875
	Iteration 34Q: 3 clusters Score -135107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -135108.484375 Penalty: 2565.046875
	Iteration 35Q: 3 clusters Score -135108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -135109.187500 Penalty: 2565.046875
	Iteration 36Q: 3 clusters Score -135109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -135109.187500 Penalty: 2565.046875
	Iteration 37F: 3 clusters Score -135109.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -129094.601562 Penalty: 1270.233276
	Iteration 0F: 2 clusters Score -129094.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -126706.398438 Penalty: 2540.466553
	Iteration 0F: 3 clusters Score -126706.4 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -127258.187500 Penalty: 2540.466553
	Iteration 1F: 3 clusters Score -127258.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -127369.906250 Penalty: 2540.466553
	Iteration 2F: 3 clusters Score -127369.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -127428.250000 Penalty: 2540.466553
	Iteration 3Q: 3 clusters Score -127428.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -127473.164062 Penalty: 2540.466553
	Iteration 4Q: 3 clusters Score -127473.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -127509.554688 Penalty: 2540.466553
	Iteration 5Q: 3 clusters Score -127509.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -127538.953125 Penalty: 2540.466553
	Iteration 6Q: 3 clusters Score -127539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -127559.171875 Penalty: 2540.466553
	Iteration 7Q: 3 clusters Score -127559.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -127580.226562 Penalty: 2540.466553
	Iteration 8Q: 3 clusters Score -127580.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -127593.242188 Penalty: 2540.466553
	Iteration 9Q: 3 clusters Score -127593.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -127605.437500 Penalty: 2540.466553
	Iteration 10Q: 3 clusters Score -127605.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -127615.507812 Penalty: 2540.466553
	Iteration 11Q: 3 clusters Score -127615.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -127623.265625 Penalty: 2540.466553
	Iteration 12Q: 3 clusters Score -127623.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -127632.765625 Penalty: 2540.466553
	Iteration 13Q: 3 clusters Score -127632.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -127641.531250 Penalty: 2540.466553
	Iteration 14Q: 3 clusters Score -127641.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127648.523438 Penalty: 2540.466553
	Iteration 15Q: 3 clusters Score -127648.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127659.554688 Penalty: 2540.466553
	Iteration 16Q: 3 clusters Score -127659.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -127671.085938 Penalty: 2540.466553
	Iteration 17Q: 3 clusters Score -127671.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -127679.195312 Penalty: 2540.466553
	Iteration 18Q: 3 clusters Score -127679.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -127693.789062 Penalty: 2540.466553
	Iteration 19Q: 3 clusters Score -127693.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -127712.062500 Penalty: 2540.466553
	Iteration 20F: 3 clusters Score -127712.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -127723.664062 Penalty: 2540.466553
	Iteration 21Q: 3 clusters Score -127723.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127731.585938 Penalty: 2540.466553
	Iteration 22Q: 3 clusters Score -127731.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127743.609375 Penalty: 2540.466553
	Iteration 23Q: 3 clusters Score -127743.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -127750.085938 Penalty: 2540.466553
	Iteration 24Q: 3 clusters Score -127750.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -127758.976562 Penalty: 2540.466553
	Iteration 25Q: 3 clusters Score -127759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127769.265625 Penalty: 2540.466553
	Iteration 26Q: 3 clusters Score -127769.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -127780.726562 Penalty: 2540.466553
	Iteration 27Q: 3 clusters Score -127780.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -127798.164062 Penalty: 2540.466553
	Iteration 28Q: 3 clusters Score -127798.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127811.843750 Penalty: 2540.466553
	Iteration 29Q: 3 clusters Score -127811.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -127819.570312 Penalty: 2540.466553
	Iteration 30Q: 3 clusters Score -127819.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127824.429688 Penalty: 2540.466553
	Iteration 31Q: 3 clusters Score -127824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127829.835938 Penalty: 2540.466553
	Iteration 32Q: 3 clusters Score -127829.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -127835.101562 Penalty: 2540.466553
	Iteration 33Q: 3 clusters Score -127835.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -127839.320312 Penalty: 2540.466553
	Iteration 34Q: 3 clusters Score -127839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127843.156250 Penalty: 2540.466553
	Iteration 35Q: 3 clusters Score -127843.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127849.828125 Penalty: 2540.466553
	Iteration 36Q: 3 clusters Score -127849.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127856.796875 Penalty: 2540.466553
	Iteration 37Q: 3 clusters Score -127856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127858.875000 Penalty: 2540.466553
	Iteration 38Q: 3 clusters Score -127858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127861.812500 Penalty: 2540.466553
	Iteration 39Q: 3 clusters Score -127861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127864.656250 Penalty: 2540.466553
	Iteration 40F: 3 clusters Score -127864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127867.039062 Penalty: 2540.466553
	Iteration 41Q: 3 clusters Score -127867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127870.203125 Penalty: 2540.466553
	Iteration 42Q: 3 clusters Score -127870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127876.531250 Penalty: 2540.466553
	Iteration 43Q: 3 clusters Score -127876.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127881.523438 Penalty: 2540.466553
	Iteration 44Q: 3 clusters Score -127881.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127883.593750 Penalty: 2540.466553
	Iteration 45Q: 3 clusters Score -127883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127886.203125 Penalty: 2540.466553
	Iteration 46Q: 3 clusters Score -127886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -127889.203125 Penalty: 2540.466553
	Iteration 47Q: 3 clusters Score -127889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -127891.656250 Penalty: 2540.466553
	Iteration 48Q: 3 clusters Score -127891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -127895.375000 Penalty: 2540.466553
	Iteration 49Q: 3 clusters Score -127895.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127899.250000 Penalty: 2540.466553
	Iteration 50Q: 3 clusters Score -127899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -127903.609375 Penalty: 2540.466553
	Iteration 51Q: 3 clusters Score -127903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -127907.351562 Penalty: 2540.466553
	Iteration 52Q: 3 clusters Score -127907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -127909.250000 Penalty: 2540.466553
	Iteration 53Q: 3 clusters Score -127909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127911.976562 Penalty: 2540.466553
	Iteration 54Q: 3 clusters Score -127912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127912.484375 Penalty: 2540.466553
	Iteration 55Q: 3 clusters Score -127912.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127913.093750 Penalty: 2540.466553
	Iteration 56Q: 3 clusters Score -127913.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127913.679688 Penalty: 2540.466553
	Iteration 57Q: 3 clusters Score -127913.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127913.898438 Penalty: 2540.466553
	Iteration 58Q: 3 clusters Score -127913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127913.898438 Penalty: 2540.466553
	Iteration 59F: 3 clusters Score -127913.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Entering Unmasked Estep 
Score: -932299.000000 Penalty: 1588.875854
	Iteration 0F: 2 clusters Score -932299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -920213.250000 Penalty: 3177.751709
	Iteration 0F: 3 clusters Score -920213.2 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -924465.312500 Penalty: 3177.751709
	Iteration 1F: 3 clusters Score -924465.3 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -924764.500000 Penalty: 3177.751709
	Iteration 2Q: 3 clusters Score -924764.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -925042.562500 Penalty: 3177.751709
	Iteration 3Q: 3 clusters Score -925042.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -925351.625000 Penalty: 3177.751709
	Iteration 4Q: 3 clusters Score -925351.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -925718.062500 Penalty: 3177.751709
	Iteration 5Q: 3 clusters Score -925718.1 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -926166.312500 Penalty: 3177.751709
	Iteration 6Q: 3 clusters Score -926166.3 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -926667.625000 Penalty: 3177.751709
	Iteration 7F: 3 clusters Score -926667.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -927181.625000 Penalty: 3177.751709
	Iteration 8F: 3 clusters Score -927181.6 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -927698.187500 Penalty: 3177.751709
	Iteration 9Q: 3 clusters Score -927698.2 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -928272.250000 Penalty: 3177.751709
	Iteration 10F: 3 clusters Score -928272.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -928671.750000 Penalty: 3177.751709
	Iteration 11Q: 3 clusters Score -928671.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -928884.000000 Penalty: 3177.751709
	Iteration 12Q: 3 clusters Score -928884 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -928983.312500 Penalty: 3177.751709
	Iteration 13Q: 3 clusters Score -928983.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -929039.000000 Penalty: 3177.751709
	Iteration 14Q: 3 clusters Score -929039 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -929076.812500 Penalty: 3177.751709
	Iteration 15Q: 3 clusters Score -929076.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -929116.750000 Penalty: 3177.751709
	Iteration 16Q: 3 clusters Score -929116.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -929163.250000 Penalty: 3177.751709
	Iteration 17Q: 3 clusters Score -929163.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -929218.562500 Penalty: 3177.751709
	Iteration 18Q: 3 clusters Score -929218.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -929275.062500 Penalty: 3177.751709
	Iteration 19Q: 3 clusters Score -929275.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -929331.750000 Penalty: 3177.751709
	Iteration 20F: 3 clusters Score -929331.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -929392.250000 Penalty: 3177.751709
	Iteration 21Q: 3 clusters Score -929392.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -929453.562500 Penalty: 3177.751709
	Iteration 22Q: 3 clusters Score -929453.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -929510.375000 Penalty: 3177.751709
	Iteration 23Q: 3 clusters Score -929510.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -929563.187500 Penalty: 3177.751709
	Iteration 24Q: 3 clusters Score -929563.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -929598.250000 Penalty: 3177.751709
	Iteration 25Q: 3 clusters Score -929598.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -929637.625000 Penalty: 3177.751709
	Iteration 26Q: 3 clusters Score -929637.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -929676.937500 Penalty: 3177.751709
	Iteration 27Q: 3 clusters Score -929676.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -929718.687500 Penalty: 3177.751709
	Iteration 28Q: 3 clusters Score -929718.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -929761.312500 Penalty: 3177.751709
	Iteration 29Q: 3 clusters Score -929761.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -929802.000000 Penalty: 3177.751709
	Iteration 30Q: 3 clusters Score -929802 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -929837.000000 Penalty: 3177.751709
	Iteration 31Q: 3 clusters Score -929837 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -929877.000000 Penalty: 3177.751709
	Iteration 32Q: 3 clusters Score -929877 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -929918.000000 Penalty: 3177.751709
	Iteration 33Q: 3 clusters Score -929918 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -929961.875000 Penalty: 3177.751709
	Iteration 34Q: 3 clusters Score -929961.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -930007.000000 Penalty: 3177.751709
	Iteration 35Q: 3 clusters Score -930007 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -930042.125000 Penalty: 3177.751709
	Iteration 36Q: 3 clusters Score -930042.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -930072.312500 Penalty: 3177.751709
	Iteration 37Q: 3 clusters Score -930072.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -930097.312500 Penalty: 3177.751709
	Iteration 38Q: 3 clusters Score -930097.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -930131.500000 Penalty: 3177.751709
	Iteration 39Q: 3 clusters Score -930131.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -930169.375000 Penalty: 3177.751709
	Iteration 40F: 3 clusters Score -930169.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -930211.000000 Penalty: 3177.751709
	Iteration 41Q: 3 clusters Score -930211 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -930246.125000 Penalty: 3177.751709
	Iteration 42Q: 3 clusters Score -930246.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -930278.562500 Penalty: 3177.751709
	Iteration 43Q: 3 clusters Score -930278.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -930310.250000 Penalty: 3177.751709
	Iteration 44Q: 3 clusters Score -930310.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -930349.187500 Penalty: 3177.751709
	Iteration 45Q: 3 clusters Score -930349.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -930381.250000 Penalty: 3177.751709
	Iteration 46Q: 3 clusters Score -930381.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -930415.750000 Penalty: 3177.751709
	Iteration 47Q: 3 clusters Score -930415.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -930453.687500 Penalty: 3177.751709
	Iteration 48Q: 3 clusters Score -930453.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -930490.625000 Penalty: 3177.751709
	Iteration 49Q: 3 clusters Score -930490.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -930522.562500 Penalty: 3177.751709
	Iteration 50Q: 3 clusters Score -930522.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -930565.000000 Penalty: 3177.751709
	Iteration 51Q: 3 clusters Score -930565 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -930600.625000 Penalty: 3177.751709
	Iteration 52Q: 3 clusters Score -930600.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -930637.500000 Penalty: 3177.751709
	Iteration 53Q: 3 clusters Score -930637.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -930681.000000 Penalty: 3177.751709
	Iteration 54Q: 3 clusters Score -930681 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -930711.125000 Penalty: 3177.751709
	Iteration 55Q: 3 clusters Score -930711.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -930743.187500 Penalty: 3177.751709
	Iteration 56Q: 3 clusters Score -930743.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -930769.187500 Penalty: 3177.751709
	Iteration 57Q: 3 clusters Score -930769.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -930790.250000 Penalty: 3177.751709
	Iteration 58Q: 3 clusters Score -930790.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -930812.437500 Penalty: 3177.751709
	Iteration 59Q: 3 clusters Score -930812.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -930829.250000 Penalty: 3177.751709
	Iteration 60F: 3 clusters Score -930829.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -930844.375000 Penalty: 3177.751709
	Iteration 61Q: 3 clusters Score -930844.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -930856.375000 Penalty: 3177.751709
	Iteration 62Q: 3 clusters Score -930856.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -930873.500000 Penalty: 3177.751709
	Iteration 63Q: 3 clusters Score -930873.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -930887.375000 Penalty: 3177.751709
	Iteration 64Q: 3 clusters Score -930887.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -930896.687500 Penalty: 3177.751709
	Iteration 65Q: 3 clusters Score -930896.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -930908.000000 Penalty: 3177.751709
	Iteration 66Q: 3 clusters Score -930908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -930916.375000 Penalty: 3177.751709
	Iteration 67Q: 3 clusters Score -930916.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -930925.375000 Penalty: 3177.751709
	Iteration 68Q: 3 clusters Score -930925.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -930938.062500 Penalty: 3177.751709
	Iteration 69Q: 3 clusters Score -930938.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -930946.937500 Penalty: 3177.751709
	Iteration 70Q: 3 clusters Score -930946.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -930956.250000 Penalty: 3177.751709
	Iteration 71Q: 3 clusters Score -930956.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -930963.437500 Penalty: 3177.751709
	Iteration 72Q: 3 clusters Score -930963.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -930971.437500 Penalty: 3177.751709
	Iteration 73Q: 3 clusters Score -930971.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -930978.000000 Penalty: 3177.751709
	Iteration 74Q: 3 clusters Score -930978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -930985.437500 Penalty: 3177.751709
	Iteration 75Q: 3 clusters Score -930985.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -930990.562500 Penalty: 3177.751709
	Iteration 76Q: 3 clusters Score -930990.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -930997.375000 Penalty: 3177.751709
	Iteration 77Q: 3 clusters Score -930997.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -931004.062500 Penalty: 3177.751709
	Iteration 78Q: 3 clusters Score -931004.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -931016.500000 Penalty: 3177.751709
	Iteration 79Q: 3 clusters Score -931016.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -931025.937500 Penalty: 3177.751709
	Iteration 80F: 3 clusters Score -931025.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -931032.812500 Penalty: 3177.751709
	Iteration 81Q: 3 clusters Score -931032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -931037.062500 Penalty: 3177.751709
	Iteration 82Q: 3 clusters Score -931037.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -931041.187500 Penalty: 3177.751709
	Iteration 83Q: 3 clusters Score -931041.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -931046.375000 Penalty: 3177.751709
	Iteration 84Q: 3 clusters Score -931046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -931048.375000 Penalty: 3177.751709
	Iteration 85Q: 3 clusters Score -931048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -931049.500000 Penalty: 3177.751709
	Iteration 86Q: 3 clusters Score -931049.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -931052.000000 Penalty: 3177.751709
	Iteration 87Q: 3 clusters Score -931052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -931055.000000 Penalty: 3177.751709
	Iteration 88Q: 3 clusters Score -931055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -931057.500000 Penalty: 3177.751709
	Iteration 89Q: 3 clusters Score -931057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -931058.312500 Penalty: 3177.751709
	Iteration 90Q: 3 clusters Score -931058.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -931061.687500 Penalty: 3177.751709
	Iteration 91Q: 3 clusters Score -931061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -931062.187500 Penalty: 3177.751709
	Iteration 92Q: 3 clusters Score -931062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -931064.625000 Penalty: 3177.751709
	Iteration 93Q: 3 clusters Score -931064.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -931068.812500 Penalty: 3177.751709
	Iteration 94Q: 3 clusters Score -931068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -931071.562500 Penalty: 3177.751709
	Iteration 95Q: 3 clusters Score -931071.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -931073.625000 Penalty: 3177.751709
	Iteration 96Q: 3 clusters Score -931073.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -931078.187500 Penalty: 3177.751709
	Iteration 97Q: 3 clusters Score -931078.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -931081.500000 Penalty: 3177.751709
	Iteration 98Q: 3 clusters Score -931081.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -931083.875000 Penalty: 3177.751709
	Iteration 99Q: 3 clusters Score -931083.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -931085.750000 Penalty: 3177.751709
	Iteration 100F: 3 clusters Score -931085.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -931089.937500 Penalty: 3177.751709
	Iteration 101Q: 3 clusters Score -931089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -931093.750000 Penalty: 3177.751709
	Iteration 102Q: 3 clusters Score -931093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -931097.312500 Penalty: 3177.751709
	Iteration 103Q: 3 clusters Score -931097.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -931098.562500 Penalty: 3177.751709
	Iteration 104Q: 3 clusters Score -931098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -931098.875000 Penalty: 3177.751709
	Iteration 105Q: 3 clusters Score -931098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -931100.562500 Penalty: 3177.751709
	Iteration 106Q: 3 clusters Score -931100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -931102.125000 Penalty: 3177.751709
	Iteration 107Q: 3 clusters Score -931102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -931101.750000 Penalty: 3177.751709
	Iteration 108Q: 3 clusters Score -931101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -931103.250000 Penalty: 3177.751709
	Iteration 109Q: 3 clusters Score -931103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -931104.437500 Penalty: 3177.751709
	Iteration 110Q: 3 clusters Score -931104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -931104.437500 Penalty: 3177.751709
	Iteration 111F: 3 clusters Score -931104.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Entering Unmasked Estep 
Score: -3456386.500000 Penalty: 1804.838745
	Iteration 0F: 2 clusters Score -3456386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -3411604.500000 Penalty: 3609.677490
	Iteration 0F: 3 clusters Score -3411604 nChanged 31724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -3429675.750000 Penalty: 3609.677490
	Iteration 1F: 3 clusters Score -3429676 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -3430181.500000 Penalty: 3609.677490
	Iteration 2Q: 3 clusters Score -3430182 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -3430609.250000 Penalty: 3609.677490
	Iteration 3Q: 3 clusters Score -3430609 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -3431092.750000 Penalty: 3609.677490
	Iteration 4Q: 3 clusters Score -3431093 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -3431665.250000 Penalty: 3609.677490
	Iteration 5Q: 3 clusters Score -3431665 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -3432363.000000 Penalty: 3609.677490
	Iteration 6Q: 3 clusters Score -3432363 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -3433308.250000 Penalty: 3609.677490
	Iteration 7Q: 3 clusters Score -3433308 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -3434837.000000 Penalty: 3609.677490
	Iteration 8Q: 3 clusters Score -3434837 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -3437245.500000 Penalty: 3609.677490
	Iteration 9F: 3 clusters Score -3437246 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -3440370.250000 Penalty: 3609.677490
	Iteration 10F: 3 clusters Score -3440370 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -3443344.750000 Penalty: 3609.677490
	Iteration 11F: 3 clusters Score -3443345 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -3445592.500000 Penalty: 3609.677490
	Iteration 12Q: 3 clusters Score -3445592 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -3446883.250000 Penalty: 3609.677490
	Iteration 13Q: 3 clusters Score -3446883 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -3447615.750000 Penalty: 3609.677490
	Iteration 14Q: 3 clusters Score -3447616 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -3448157.750000 Penalty: 3609.677490
	Iteration 15Q: 3 clusters Score -3448158 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -3448660.250000 Penalty: 3609.677490
	Iteration 16Q: 3 clusters Score -3448660 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -3449156.500000 Penalty: 3609.677490
	Iteration 17Q: 3 clusters Score -3449156 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -3449700.500000 Penalty: 3609.677490
	Iteration 18Q: 3 clusters Score -3449700 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -3450250.500000 Penalty: 3609.677490
	Iteration 19Q: 3 clusters Score -3450250 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -3450822.250000 Penalty: 3609.677490
	Iteration 20F: 3 clusters Score -3450822 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -3451384.000000 Penalty: 3609.677490
	Iteration 21Q: 3 clusters Score -3451384 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -3451917.500000 Penalty: 3609.677490
	Iteration 22Q: 3 clusters Score -3451918 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -3452460.750000 Penalty: 3609.677490
	Iteration 23Q: 3 clusters Score -3452461 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -3452928.500000 Penalty: 3609.677490
	Iteration 24Q: 3 clusters Score -3452928 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -3453327.750000 Penalty: 3609.677490
	Iteration 25Q: 3 clusters Score -3453328 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -3453655.000000 Penalty: 3609.677490
	Iteration 26Q: 3 clusters Score -3453655 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -3453924.000000 Penalty: 3609.677490
	Iteration 27Q: 3 clusters Score -3453924 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -3454098.500000 Penalty: 3609.677490
	Iteration 28Q: 3 clusters Score -3454098 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -3454237.250000 Penalty: 3609.677490
	Iteration 29Q: 3 clusters Score -3454237 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -3454366.250000 Penalty: 3609.677490
	Iteration 30Q: 3 clusters Score -3454366 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -3454444.000000 Penalty: 3609.677490
	Iteration 31Q: 3 clusters Score -3454444 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -3454522.750000 Penalty: 3609.677490
	Iteration 32Q: 3 clusters Score -3454523 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -3454583.250000 Penalty: 3609.677490
	Iteration 33Q: 3 clusters Score -3454583 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -3454634.000000 Penalty: 3609.677490
	Iteration 34Q: 3 clusters Score -3454634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -3454670.500000 Penalty: 3609.677490
	Iteration 35Q: 3 clusters Score -3454670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -3454705.250000 Penalty: 3609.677490
	Iteration 36Q: 3 clusters Score -3454705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -3454731.500000 Penalty: 3609.677490
	Iteration 37Q: 3 clusters Score -3454732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -3454753.250000 Penalty: 3609.677490
	Iteration 38Q: 3 clusters Score -3454753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -3454775.000000 Penalty: 3609.677490
	Iteration 39Q: 3 clusters Score -3454775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -3454786.250000 Penalty: 3609.677490
	Iteration 40F: 3 clusters Score -3454786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -3454792.500000 Penalty: 3609.677490
	Iteration 41Q: 3 clusters Score -3454792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -3454803.500000 Penalty: 3609.677490
	Iteration 42Q: 3 clusters Score -3454804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -3454809.750000 Penalty: 3609.677490
	Iteration 43Q: 3 clusters Score -3454810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -3454817.500000 Penalty: 3609.677490
	Iteration 44Q: 3 clusters Score -3454818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -3454830.750000 Penalty: 3609.677490
	Iteration 45Q: 3 clusters Score -3454831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -3454837.500000 Penalty: 3609.677490
	Iteration 46Q: 3 clusters Score -3454838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -3454839.500000 Penalty: 3609.677490
	Iteration 47Q: 3 clusters Score -3454840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -3454847.500000 Penalty: 3609.677490
	Iteration 48Q: 3 clusters Score -3454848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -3454852.250000 Penalty: 3609.677490
	Iteration 49Q: 3 clusters Score -3454852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -3454857.750000 Penalty: 3609.677490
	Iteration 50Q: 3 clusters Score -3454858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -3454858.250000 Penalty: 3609.677490
	Iteration 51Q: 3 clusters Score -3454858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -3454860.500000 Penalty: 3609.677490
	Iteration 52Q: 3 clusters Score -3454860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -3454861.000000 Penalty: 3609.677490
	Iteration 53Q: 3 clusters Score -3454861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -3454863.000000 Penalty: 3609.677490
	Iteration 54Q: 3 clusters Score -3454863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -3454866.750000 Penalty: 3609.677490
	Iteration 55Q: 3 clusters Score -3454867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -3454871.000000 Penalty: 3609.677490
	Iteration 56Q: 3 clusters Score -3454871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -3454872.750000 Penalty: 3609.677490
	Iteration 57Q: 3 clusters Score -3454873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -3454875.750000 Penalty: 3609.677490
	Iteration 58Q: 3 clusters Score -3454876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -3454871.750000 Penalty: 3609.677490
	Iteration 59Q: 3 clusters Score -3454872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -3454873.750000 Penalty: 3609.677490
	Iteration 60F: 3 clusters Score -3454874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -3454873.000000 Penalty: 3609.677490
	Iteration 61Q: 3 clusters Score -3454873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -3454875.250000 Penalty: 3609.677490
	Iteration 62Q: 3 clusters Score -3454875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -3454872.500000 Penalty: 3609.677490
	Iteration 63Q: 3 clusters Score -3454872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -3454875.500000 Penalty: 3609.677490
	Iteration 64Q: 3 clusters Score -3454876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -3454878.750000 Penalty: 3609.677490
	Iteration 65Q: 3 clusters Score -3454879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -3454879.500000 Penalty: 3609.677490
	Iteration 66Q: 3 clusters Score -3454880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -3454886.250000 Penalty: 3609.677490
	Iteration 67Q: 3 clusters Score -3454886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -3454888.000000 Penalty: 3609.677490
	Iteration 68Q: 3 clusters Score -3454888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -3454888.500000 Penalty: 3609.677490
	Iteration 69Q: 3 clusters Score -3454888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -3454891.750000 Penalty: 3609.677490
	Iteration 70Q: 3 clusters Score -3454892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -3454892.000000 Penalty: 3609.677490
	Iteration 71Q: 3 clusters Score -3454892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -3454899.750000 Penalty: 3609.677490
	Iteration 72Q: 3 clusters Score -3454900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -3454899.250000 Penalty: 3609.677490
	Iteration 73Q: 3 clusters Score -3454899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -3454899.250000 Penalty: 3609.677490
	Iteration 74F: 3 clusters Score -3454899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Entering Unmasked Estep 
Score: -1633271.375000 Penalty: 1680.904907
	Iteration 0F: 2 clusters Score -1633271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1612511.625000 Penalty: 3361.809814
	Iteration 0F: 3 clusters Score -1612512 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1620199.000000 Penalty: 3361.809814
	Iteration 1F: 3 clusters Score -1620199 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1620458.000000 Penalty: 3361.809814
	Iteration 2Q: 3 clusters Score -1620458 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1620688.875000 Penalty: 3361.809814
	Iteration 3Q: 3 clusters Score -1620689 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1620871.250000 Penalty: 3361.809814
	Iteration 4Q: 3 clusters Score -1620871 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1621059.625000 Penalty: 3361.809814
	Iteration 5Q: 3 clusters Score -1621060 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1621275.375000 Penalty: 3361.809814
	Iteration 6Q: 3 clusters Score -1621275 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1621494.125000 Penalty: 3361.809814
	Iteration 7Q: 3 clusters Score -1621494 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1621788.875000 Penalty: 3361.809814
	Iteration 8Q: 3 clusters Score -1621789 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -1622242.375000 Penalty: 3361.809814
	Iteration 9Q: 3 clusters Score -1622242 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -1622953.000000 Penalty: 3361.809814
	Iteration 10Q: 3 clusters Score -1622953 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -1624091.250000 Penalty: 3361.809814
	Iteration 11F: 3 clusters Score -1624091 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -1625635.750000 Penalty: 3361.809814
	Iteration 12F: 3 clusters Score -1625636 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -1627333.375000 Penalty: 3361.809814
	Iteration 13F: 3 clusters Score -1627333 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -1628860.875000 Penalty: 3361.809814
	Iteration 14F: 3 clusters Score -1628861 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -1630015.000000 Penalty: 3361.809814
	Iteration 15Q: 3 clusters Score -1630015 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -1630757.875000 Penalty: 3361.809814
	Iteration 16Q: 3 clusters Score -1630758 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -1631192.625000 Penalty: 3361.809814
	Iteration 17Q: 3 clusters Score -1631193 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -1631433.625000 Penalty: 3361.809814
	Iteration 18Q: 3 clusters Score -1631434 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -1631582.125000 Penalty: 3361.809814
	Iteration 19Q: 3 clusters Score -1631582 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -1631662.125000 Penalty: 3361.809814
	Iteration 20F: 3 clusters Score -1631662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -1631716.375000 Penalty: 3361.809814
	Iteration 21Q: 3 clusters Score -1631716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -1631748.125000 Penalty: 3361.809814
	Iteration 22Q: 3 clusters Score -1631748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -1631776.750000 Penalty: 3361.809814
	Iteration 23Q: 3 clusters Score -1631777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -1631794.250000 Penalty: 3361.809814
	Iteration 24Q: 3 clusters Score -1631794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -1631805.000000 Penalty: 3361.809814
	Iteration 25Q: 3 clusters Score -1631805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -1631813.125000 Penalty: 3361.809814
	Iteration 26Q: 3 clusters Score -1631813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -1631815.000000 Penalty: 3361.809814
	Iteration 27Q: 3 clusters Score -1631815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -1631820.125000 Penalty: 3361.809814
	Iteration 28Q: 3 clusters Score -1631820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -1631823.500000 Penalty: 3361.809814
	Iteration 29Q: 3 clusters Score -1631824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -1631829.125000 Penalty: 3361.809814
	Iteration 30Q: 3 clusters Score -1631829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -1631834.000000 Penalty: 3361.809814
	Iteration 31Q: 3 clusters Score -1631834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -1631835.750000 Penalty: 3361.809814
	Iteration 32Q: 3 clusters Score -1631836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -1631836.875000 Penalty: 3361.809814
	Iteration 33Q: 3 clusters Score -1631837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -1631837.750000 Penalty: 3361.809814
	Iteration 34Q: 3 clusters Score -1631838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -1631840.250000 Penalty: 3361.809814
	Iteration 35Q: 3 clusters Score -1631840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -1631840.875000 Penalty: 3361.809814
	Iteration 36Q: 3 clusters Score -1631841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -1631840.875000 Penalty: 3361.809814
	Iteration 37F: 3 clusters Score -1631841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Entering Unmasked Estep 
Score: -1713901.750000 Penalty: 1689.566040
	Iteration 0F: 2 clusters Score -1713902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1691772.750000 Penalty: 3379.132080
	Iteration 0F: 3 clusters Score -1691773 nChanged 15265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1700205.000000 Penalty: 3379.132080
	Iteration 1F: 3 clusters Score -1700205 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1700643.125000 Penalty: 3379.132080
	Iteration 2Q: 3 clusters Score -1700643 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -1701217.000000 Penalty: 3379.132080
	Iteration 3Q: 3 clusters Score -1701217 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -1702047.750000 Penalty: 3379.132080
	Iteration 4F: 3 clusters Score -1702048 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -1703382.125000 Penalty: 3379.132080
	Iteration 5F: 3 clusters Score -1703382 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -1705413.000000 Penalty: 3379.132080
	Iteration 6F: 3 clusters Score -1705413 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -1707845.125000 Penalty: 3379.132080
	Iteration 7F: 3 clusters Score -1707845 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -1710079.250000 Penalty: 3379.132080
	Iteration 8F: 3 clusters Score -1710079 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -1711425.875000 Penalty: 3379.132080
	Iteration 9Q: 3 clusters Score -1711426 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -1711995.750000 Penalty: 3379.132080
	Iteration 10Q: 3 clusters Score -1711996 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -1712216.375000 Penalty: 3379.132080
	Iteration 11Q: 3 clusters Score -1712216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -1712283.125000 Penalty: 3379.132080
	Iteration 12Q: 3 clusters Score -1712283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -1712332.250000 Penalty: 3379.132080
	Iteration 13Q: 3 clusters Score -1712332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -1712361.000000 Penalty: 3379.132080
	Iteration 14Q: 3 clusters Score -1712361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -1712382.750000 Penalty: 3379.132080
	Iteration 15Q: 3 clusters Score -1712383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -1712397.000000 Penalty: 3379.132080
	Iteration 16Q: 3 clusters Score -1712397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -1712414.375000 Penalty: 3379.132080
	Iteration 17Q: 3 clusters Score -1712414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -1712420.625000 Penalty: 3379.132080
	Iteration 18Q: 3 clusters Score -1712421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -1712422.875000 Penalty: 3379.132080
	Iteration 19Q: 3 clusters Score -1712423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -1712428.500000 Penalty: 3379.132080
	Iteration 20F: 3 clusters Score -1712428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Entering Unmasked Estep 
Score: -407557.625000 Penalty: 1468.753540
	Iteration 0F: 2 clusters Score -407557.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -401462.062500 Penalty: 2937.507080
	Iteration 0F: 3 clusters Score -401462.1 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -403885.250000 Penalty: 2937.507080
	Iteration 1F: 3 clusters Score -403885.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -405060.093750 Penalty: 2937.507080
	Iteration 2F: 3 clusters Score -405060.1 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -406149.937500 Penalty: 2937.507080
	Iteration 3F: 3 clusters Score -406149.9 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -406859.500000 Penalty: 2937.507080
	Iteration 4F: 3 clusters Score -406859.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -407194.437500 Penalty: 2937.507080
	Iteration 5F: 3 clusters Score -407194.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -407290.156250 Penalty: 2937.507080
	Iteration 6Q: 3 clusters Score -407290.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -407326.687500 Penalty: 2937.507080
	Iteration 7Q: 3 clusters Score -407326.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -407344.250000 Penalty: 2937.507080
	Iteration 8Q: 3 clusters Score -407344.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -407350.812500 Penalty: 2937.507080
	Iteration 9Q: 3 clusters Score -407350.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -407355.093750 Penalty: 2937.507080
	Iteration 10Q: 3 clusters Score -407355.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -407357.093750 Penalty: 2937.507080
	Iteration 11Q: 3 clusters Score -407357.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -407358.062500 Penalty: 2937.507080
	Iteration 12Q: 3 clusters Score -407358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -407358.562500 Penalty: 2937.507080
	Iteration 13Q: 3 clusters Score -407358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -407360.343750 Penalty: 2937.507080
	Iteration 14Q: 3 clusters Score -407360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -407361.906250 Penalty: 2937.507080
	Iteration 15Q: 3 clusters Score -407361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -407362.218750 Penalty: 2937.507080
	Iteration 16Q: 3 clusters Score -407362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -407362.156250 Penalty: 2937.507080
	Iteration 17Q: 3 clusters Score -407362.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -407362.156250 Penalty: 2937.507080
	Iteration 18F: 3 clusters Score -407362.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Entering Unmasked Estep 
Score: -3127289.750000 Penalty: 1786.396729
	Iteration 0F: 2 clusters Score -3127290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3087433.250000 Penalty: 3572.793457
	Iteration 0F: 3 clusters Score -3087433 nChanged 28008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3103235.250000 Penalty: 3572.793457
	Iteration 1F: 3 clusters Score -3103235 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3103864.750000 Penalty: 3572.793457
	Iteration 2Q: 3 clusters Score -3103865 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3104834.750000 Penalty: 3572.793457
	Iteration 3Q: 3 clusters Score -3104835 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3106325.250000 Penalty: 3572.793457
	Iteration 4F: 3 clusters Score -3106325 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3108812.250000 Penalty: 3572.793457
	Iteration 5F: 3 clusters Score -3108812 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3112819.250000 Penalty: 3572.793457
	Iteration 6F: 3 clusters Score -3112819 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3117829.250000 Penalty: 3572.793457
	Iteration 7F: 3 clusters Score -3117829 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3122068.500000 Penalty: 3572.793457
	Iteration 8F: 3 clusters Score -3122068 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3124284.750000 Penalty: 3572.793457
	Iteration 9Q: 3 clusters Score -3124285 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3125145.250000 Penalty: 3572.793457
	Iteration 10Q: 3 clusters Score -3125145 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3125444.500000 Penalty: 3572.793457
	Iteration 11Q: 3 clusters Score -3125444 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3125564.250000 Penalty: 3572.793457
	Iteration 12Q: 3 clusters Score -3125564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3125606.500000 Penalty: 3572.793457
	Iteration 13Q: 3 clusters Score -3125606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3125635.500000 Penalty: 3572.793457
	Iteration 14Q: 3 clusters Score -3125636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3125649.750000 Penalty: 3572.793457
	Iteration 15Q: 3 clusters Score -3125650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3125661.000000 Penalty: 3572.793457
	Iteration 16Q: 3 clusters Score -3125661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3125674.750000 Penalty: 3572.793457
	Iteration 17Q: 3 clusters Score -3125675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3125695.250000 Penalty: 3572.793457
	Iteration 18Q: 3 clusters Score -3125695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3125703.000000 Penalty: 3572.793457
	Iteration 19Q: 3 clusters Score -3125703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3125710.250000 Penalty: 3572.793457
	Iteration 20F: 3 clusters Score -3125710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3125713.750000 Penalty: 3572.793457
	Iteration 21Q: 3 clusters Score -3125714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3125714.250000 Penalty: 3572.793457
	Iteration 22Q: 3 clusters Score -3125714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3125720.750000 Penalty: 3572.793457
	Iteration 23Q: 3 clusters Score -3125721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3125720.750000 Penalty: 3572.793457
	Iteration 24F: 3 clusters Score -3125721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Entering Unmasked Estep 
Score: -1359768.375000 Penalty: 1651.236938
	Iteration 0F: 2 clusters Score -1359768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1342300.000000 Penalty: 3302.473877
	Iteration 0F: 3 clusters Score -1342300 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1348790.375000 Penalty: 3302.473877
	Iteration 1F: 3 clusters Score -1348790 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1349186.750000 Penalty: 3302.473877
	Iteration 2Q: 3 clusters Score -1349187 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1349580.125000 Penalty: 3302.473877
	Iteration 3Q: 3 clusters Score -1349580 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1349960.125000 Penalty: 3302.473877
	Iteration 4Q: 3 clusters Score -1349960 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1350403.625000 Penalty: 3302.473877
	Iteration 5Q: 3 clusters Score -1350404 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1350925.500000 Penalty: 3302.473877
	Iteration 6Q: 3 clusters Score -1350926 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1351591.000000 Penalty: 3302.473877
	Iteration 7Q: 3 clusters Score -1351591 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1352465.250000 Penalty: 3302.473877
	Iteration 8F: 3 clusters Score -1352465 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1353504.750000 Penalty: 3302.473877
	Iteration 9F: 3 clusters Score -1353505 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1354384.250000 Penalty: 3302.473877
	Iteration 10F: 3 clusters Score -1354384 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1354921.625000 Penalty: 3302.473877
	Iteration 11Q: 3 clusters Score -1354922 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1355190.000000 Penalty: 3302.473877
	Iteration 12Q: 3 clusters Score -1355190 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1355361.625000 Penalty: 3302.473877
	Iteration 13Q: 3 clusters Score -1355362 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1355475.250000 Penalty: 3302.473877
	Iteration 14Q: 3 clusters Score -1355475 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1355611.500000 Penalty: 3302.473877
	Iteration 15Q: 3 clusters Score -1355612 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1355744.875000 Penalty: 3302.473877
	Iteration 16Q: 3 clusters Score -1355745 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1355873.625000 Penalty: 3302.473877
	Iteration 17Q: 3 clusters Score -1355874 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1355997.875000 Penalty: 3302.473877
	Iteration 18Q: 3 clusters Score -1355998 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1356115.875000 Penalty: 3302.473877
	Iteration 19Q: 3 clusters Score -1356116 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1356237.875000 Penalty: 3302.473877
	Iteration 20F: 3 clusters Score -1356238 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1356379.750000 Penalty: 3302.473877
	Iteration 21Q: 3 clusters Score -1356380 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1356527.000000 Penalty: 3302.473877
	Iteration 22Q: 3 clusters Score -1356527 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1356656.875000 Penalty: 3302.473877
	Iteration 23Q: 3 clusters Score -1356657 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1356781.625000 Penalty: 3302.473877
	Iteration 24Q: 3 clusters Score -1356782 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1356889.250000 Penalty: 3302.473877
	Iteration 25Q: 3 clusters Score -1356889 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1356988.250000 Penalty: 3302.473877
	Iteration 26Q: 3 clusters Score -1356988 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1357082.375000 Penalty: 3302.473877
	Iteration 27Q: 3 clusters Score -1357082 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1357170.250000 Penalty: 3302.473877
	Iteration 28Q: 3 clusters Score -1357170 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1357248.500000 Penalty: 3302.473877
	Iteration 29Q: 3 clusters Score -1357248 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1357306.000000 Penalty: 3302.473877
	Iteration 30Q: 3 clusters Score -1357306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1357360.750000 Penalty: 3302.473877
	Iteration 31Q: 3 clusters Score -1357361 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1357426.500000 Penalty: 3302.473877
	Iteration 32Q: 3 clusters Score -1357426 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1357482.500000 Penalty: 3302.473877
	Iteration 33Q: 3 clusters Score -1357482 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1357546.375000 Penalty: 3302.473877
	Iteration 34Q: 3 clusters Score -1357546 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1357597.625000 Penalty: 3302.473877
	Iteration 35Q: 3 clusters Score -1357598 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1357653.375000 Penalty: 3302.473877
	Iteration 36Q: 3 clusters Score -1357653 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1357715.875000 Penalty: 3302.473877
	Iteration 37Q: 3 clusters Score -1357716 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1357775.500000 Penalty: 3302.473877
	Iteration 38Q: 3 clusters Score -1357776 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1357843.000000 Penalty: 3302.473877
	Iteration 39Q: 3 clusters Score -1357843 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1357907.000000 Penalty: 3302.473877
	Iteration 40F: 3 clusters Score -1357907 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1357977.500000 Penalty: 3302.473877
	Iteration 41Q: 3 clusters Score -1357978 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1358041.125000 Penalty: 3302.473877
	Iteration 42Q: 3 clusters Score -1358041 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1358087.625000 Penalty: 3302.473877
	Iteration 43Q: 3 clusters Score -1358088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1358125.625000 Penalty: 3302.473877
	Iteration 44Q: 3 clusters Score -1358126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1358163.375000 Penalty: 3302.473877
	Iteration 45Q: 3 clusters Score -1358163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1358188.250000 Penalty: 3302.473877
	Iteration 46Q: 3 clusters Score -1358188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1358207.500000 Penalty: 3302.473877
	Iteration 47Q: 3 clusters Score -1358208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1358226.500000 Penalty: 3302.473877
	Iteration 48Q: 3 clusters Score -1358226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1358248.250000 Penalty: 3302.473877
	Iteration 49Q: 3 clusters Score -1358248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1358263.625000 Penalty: 3302.473877
	Iteration 50Q: 3 clusters Score -1358264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1358275.000000 Penalty: 3302.473877
	Iteration 51Q: 3 clusters Score -1358275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1358284.250000 Penalty: 3302.473877
	Iteration 52Q: 3 clusters Score -1358284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1358299.875000 Penalty: 3302.473877
	Iteration 53Q: 3 clusters Score -1358300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1358304.500000 Penalty: 3302.473877
	Iteration 54Q: 3 clusters Score -1358304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1358313.125000 Penalty: 3302.473877
	Iteration 55Q: 3 clusters Score -1358313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1358318.375000 Penalty: 3302.473877
	Iteration 56Q: 3 clusters Score -1358318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1358328.250000 Penalty: 3302.473877
	Iteration 57Q: 3 clusters Score -1358328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1358332.500000 Penalty: 3302.473877
	Iteration 58Q: 3 clusters Score -1358332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1358333.375000 Penalty: 3302.473877
	Iteration 59Q: 3 clusters Score -1358333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1358335.500000 Penalty: 3302.473877
	Iteration 60F: 3 clusters Score -1358336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1358335.500000 Penalty: 3302.473877
	Iteration 61Q: 3 clusters Score -1358336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1358335.750000 Penalty: 3302.473877
	Iteration 62Q: 3 clusters Score -1358336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1358334.750000 Penalty: 3302.473877
	Iteration 63Q: 3 clusters Score -1358335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1358334.500000 Penalty: 3302.473877
	Iteration 64Q: 3 clusters Score -1358334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1358334.750000 Penalty: 3302.473877
	Iteration 65Q: 3 clusters Score -1358335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1358334.750000 Penalty: 3302.473877
	Iteration 66F: 3 clusters Score -1358335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Entering Unmasked Estep 
Score: -3382464.000000 Penalty: 1799.973267
	Iteration 0F: 2 clusters Score -3382464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -3339210.500000 Penalty: 3599.946533
	Iteration 0F: 3 clusters Score -3339210 nChanged 30545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -3356442.500000 Penalty: 3599.946533
	Iteration 1F: 3 clusters Score -3356442 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3356834.000000 Penalty: 3599.946533
	Iteration 2Q: 3 clusters Score -3356834 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -3357267.500000 Penalty: 3599.946533
	Iteration 3Q: 3 clusters Score -3357268 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -3357724.750000 Penalty: 3599.946533
	Iteration 4Q: 3 clusters Score -3357725 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -3358237.000000 Penalty: 3599.946533
	Iteration 5Q: 3 clusters Score -3358237 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -3358951.000000 Penalty: 3599.946533
	Iteration 6Q: 3 clusters Score -3358951 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -3359900.000000 Penalty: 3599.946533
	Iteration 7Q: 3 clusters Score -3359900 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -3361340.000000 Penalty: 3599.946533
	Iteration 8Q: 3 clusters Score -3361340 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -3363459.000000 Penalty: 3599.946533
	Iteration 9F: 3 clusters Score -3363459 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -3366180.250000 Penalty: 3599.946533
	Iteration 10F: 3 clusters Score -3366180 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -3369167.000000 Penalty: 3599.946533
	Iteration 11F: 3 clusters Score -3369167 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -3371993.750000 Penalty: 3599.946533
	Iteration 12F: 3 clusters Score -3371994 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -3374297.750000 Penalty: 3599.946533
	Iteration 13Q: 3 clusters Score -3374298 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -3376141.250000 Penalty: 3599.946533
	Iteration 14Q: 3 clusters Score -3376141 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -3377572.000000 Penalty: 3599.946533
	Iteration 15Q: 3 clusters Score -3377572 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -3378649.500000 Penalty: 3599.946533
	Iteration 16Q: 3 clusters Score -3378650 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -3379449.750000 Penalty: 3599.946533
	Iteration 17Q: 3 clusters Score -3379450 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -3380075.500000 Penalty: 3599.946533
	Iteration 18Q: 3 clusters Score -3380076 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -3380441.250000 Penalty: 3599.946533
	Iteration 19Q: 3 clusters Score -3380441 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -3380632.250000 Penalty: 3599.946533
	Iteration 20F: 3 clusters Score -3380632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -3380755.000000 Penalty: 3599.946533
	Iteration 21Q: 3 clusters Score -3380755 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -3380808.750000 Penalty: 3599.946533
	Iteration 22Q: 3 clusters Score -3380809 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -3380851.500000 Penalty: 3599.946533
	Iteration 23Q: 3 clusters Score -3380852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -3380883.000000 Penalty: 3599.946533
	Iteration 24Q: 3 clusters Score -3380883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -3380894.500000 Penalty: 3599.946533
	Iteration 25Q: 3 clusters Score -3380894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -3380905.500000 Penalty: 3599.946533
	Iteration 26Q: 3 clusters Score -3380906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -3380926.750000 Penalty: 3599.946533
	Iteration 27Q: 3 clusters Score -3380927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -3380927.250000 Penalty: 3599.946533
	Iteration 28Q: 3 clusters Score -3380927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -3380931.000000 Penalty: 3599.946533
	Iteration 29Q: 3 clusters Score -3380931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -3380932.750000 Penalty: 3599.946533
	Iteration 30Q: 3 clusters Score -3380933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -3380938.250000 Penalty: 3599.946533
	Iteration 31Q: 3 clusters Score -3380938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -3380938.750000 Penalty: 3599.946533
	Iteration 32Q: 3 clusters Score -3380939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -3380939.250000 Penalty: 3599.946533
	Iteration 33Q: 3 clusters Score -3380939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -3380939.250000 Penalty: 3599.946533
	Iteration 34F: 3 clusters Score -3380939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Entering Unmasked Estep 
Score: -2692051.750000 Penalty: 1761.272583
	Iteration 0F: 2 clusters Score -2692052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -2657999.000000 Penalty: 3522.545166
	Iteration 0F: 3 clusters Score -2657999 nChanged 23789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -2671087.500000 Penalty: 3522.545166
	Iteration 1F: 3 clusters Score -2671088 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2671535.500000 Penalty: 3522.545166
	Iteration 2Q: 3 clusters Score -2671536 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -2671985.000000 Penalty: 3522.545166
	Iteration 3Q: 3 clusters Score -2671985 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -2672444.000000 Penalty: 3522.545166
	Iteration 4Q: 3 clusters Score -2672444 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -2672995.000000 Penalty: 3522.545166
	Iteration 5Q: 3 clusters Score -2672995 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -2673741.750000 Penalty: 3522.545166
	Iteration 6Q: 3 clusters Score -2673742 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -2674690.000000 Penalty: 3522.545166
	Iteration 7Q: 3 clusters Score -2674690 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -2676018.250000 Penalty: 3522.545166
	Iteration 8Q: 3 clusters Score -2676018 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -2677806.250000 Penalty: 3522.545166
	Iteration 9F: 3 clusters Score -2677806 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -2679821.500000 Penalty: 3522.545166
	Iteration 10F: 3 clusters Score -2679822 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -2681462.500000 Penalty: 3522.545166
	Iteration 11F: 3 clusters Score -2681462 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -2682316.750000 Penalty: 3522.545166
	Iteration 12Q: 3 clusters Score -2682317 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -2682698.000000 Penalty: 3522.545166
	Iteration 13Q: 3 clusters Score -2682698 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -2682896.250000 Penalty: 3522.545166
	Iteration 14Q: 3 clusters Score -2682896 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -2683032.250000 Penalty: 3522.545166
	Iteration 15Q: 3 clusters Score -2683032 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -2683131.000000 Penalty: 3522.545166
	Iteration 16Q: 3 clusters Score -2683131 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -2683251.000000 Penalty: 3522.545166
	Iteration 17Q: 3 clusters Score -2683251 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -2683401.000000 Penalty: 3522.545166
	Iteration 18Q: 3 clusters Score -2683401 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -2683552.750000 Penalty: 3522.545166
	Iteration 19Q: 3 clusters Score -2683553 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -2683707.250000 Penalty: 3522.545166
	Iteration 20F: 3 clusters Score -2683707 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -2683888.500000 Penalty: 3522.545166
	Iteration 21Q: 3 clusters Score -2683888 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -2684104.500000 Penalty: 3522.545166
	Iteration 22Q: 3 clusters Score -2684104 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -2684338.750000 Penalty: 3522.545166
	Iteration 23Q: 3 clusters Score -2684339 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -2684615.750000 Penalty: 3522.545166
	Iteration 24Q: 3 clusters Score -2684616 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -2684884.750000 Penalty: 3522.545166
	Iteration 25Q: 3 clusters Score -2684885 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -2685206.500000 Penalty: 3522.545166
	Iteration 26Q: 3 clusters Score -2685206 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -2685545.250000 Penalty: 3522.545166
	Iteration 27Q: 3 clusters Score -2685545 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -2685887.500000 Penalty: 3522.545166
	Iteration 28Q: 3 clusters Score -2685888 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -2686262.250000 Penalty: 3522.545166
	Iteration 29Q: 3 clusters Score -2686262 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -2686650.000000 Penalty: 3522.545166
	Iteration 30Q: 3 clusters Score -2686650 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -2687027.500000 Penalty: 3522.545166
	Iteration 31Q: 3 clusters Score -2687028 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -2687399.250000 Penalty: 3522.545166
	Iteration 32Q: 3 clusters Score -2687399 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -2687769.250000 Penalty: 3522.545166
	Iteration 33Q: 3 clusters Score -2687769 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -2688132.500000 Penalty: 3522.545166
	Iteration 34Q: 3 clusters Score -2688132 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -2688483.500000 Penalty: 3522.545166
	Iteration 35Q: 3 clusters Score -2688484 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -2688816.250000 Penalty: 3522.545166
	Iteration 36Q: 3 clusters Score -2688816 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -2689130.500000 Penalty: 3522.545166
	Iteration 37Q: 3 clusters Score -2689130 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -2689405.500000 Penalty: 3522.545166
	Iteration 38Q: 3 clusters Score -2689406 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -2689666.250000 Penalty: 3522.545166
	Iteration 39Q: 3 clusters Score -2689666 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -2689903.250000 Penalty: 3522.545166
	Iteration 40F: 3 clusters Score -2689903 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -2690038.000000 Penalty: 3522.545166
	Iteration 41Q: 3 clusters Score -2690038 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -2690142.000000 Penalty: 3522.545166
	Iteration 42Q: 3 clusters Score -2690142 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -2690220.750000 Penalty: 3522.545166
	Iteration 43Q: 3 clusters Score -2690221 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -2690278.250000 Penalty: 3522.545166
	Iteration 44Q: 3 clusters Score -2690278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -2690340.500000 Penalty: 3522.545166
	Iteration 45Q: 3 clusters Score -2690340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -2690392.000000 Penalty: 3522.545166
	Iteration 46Q: 3 clusters Score -2690392 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -2690427.000000 Penalty: 3522.545166
	Iteration 47Q: 3 clusters Score -2690427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -2690448.250000 Penalty: 3522.545166
	Iteration 48Q: 3 clusters Score -2690448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -2690470.250000 Penalty: 3522.545166
	Iteration 49Q: 3 clusters Score -2690470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -2690487.000000 Penalty: 3522.545166
	Iteration 50Q: 3 clusters Score -2690487 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -2690502.000000 Penalty: 3522.545166
	Iteration 51Q: 3 clusters Score -2690502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -2690509.000000 Penalty: 3522.545166
	Iteration 52Q: 3 clusters Score -2690509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -2690516.750000 Penalty: 3522.545166
	Iteration 53Q: 3 clusters Score -2690517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -2690528.250000 Penalty: 3522.545166
	Iteration 54Q: 3 clusters Score -2690528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -2690536.250000 Penalty: 3522.545166
	Iteration 55Q: 3 clusters Score -2690536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -2690550.250000 Penalty: 3522.545166
	Iteration 56Q: 3 clusters Score -2690550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -2690569.250000 Penalty: 3522.545166
	Iteration 57Q: 3 clusters Score -2690569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -2690574.000000 Penalty: 3522.545166
	Iteration 58Q: 3 clusters Score -2690574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -2690580.250000 Penalty: 3522.545166
	Iteration 59Q: 3 clusters Score -2690580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -2690586.250000 Penalty: 3522.545166
	Iteration 60F: 3 clusters Score -2690586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -2690586.500000 Penalty: 3522.545166
	Iteration 61Q: 3 clusters Score -2690586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -2690589.500000 Penalty: 3522.545166
	Iteration 62Q: 3 clusters Score -2690590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -2690593.250000 Penalty: 3522.545166
	Iteration 63Q: 3 clusters Score -2690593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -2690601.500000 Penalty: 3522.545166
	Iteration 64Q: 3 clusters Score -2690602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -2690606.000000 Penalty: 3522.545166
	Iteration 65Q: 3 clusters Score -2690606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -2690608.000000 Penalty: 3522.545166
	Iteration 66Q: 3 clusters Score -2690608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -2690610.750000 Penalty: 3522.545166
	Iteration 67Q: 3 clusters Score -2690611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -2690617.500000 Penalty: 3522.545166
	Iteration 68Q: 3 clusters Score -2690618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -2690614.750000 Penalty: 3522.545166
	Iteration 69Q: 3 clusters Score -2690615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -2690614.500000 Penalty: 3522.545166
	Iteration 70Q: 3 clusters Score -2690614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -2690615.250000 Penalty: 3522.545166
	Iteration 71Q: 3 clusters Score -2690615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -2690616.000000 Penalty: 3522.545166
	Iteration 72Q: 3 clusters Score -2690616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -2690618.500000 Penalty: 3522.545166
	Iteration 73Q: 3 clusters Score -2690618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -2690619.000000 Penalty: 3522.545166
	Iteration 74Q: 3 clusters Score -2690619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -2690619.500000 Penalty: 3522.545166
	Iteration 75Q: 3 clusters Score -2690620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -2690622.000000 Penalty: 3522.545166
	Iteration 76Q: 3 clusters Score -2690622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -2690621.250000 Penalty: 3522.545166
	Iteration 77Q: 3 clusters Score -2690621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -2690626.250000 Penalty: 3522.545166
	Iteration 78Q: 3 clusters Score -2690626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -2690628.500000 Penalty: 3522.545166
	Iteration 79Q: 3 clusters Score -2690628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -2690628.500000 Penalty: 3522.545166
	Iteration 80F: 3 clusters Score -2690628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -2690630.750000 Penalty: 3522.545166
	Iteration 81Q: 3 clusters Score -2690631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -2690633.000000 Penalty: 3522.545166
	Iteration 82Q: 3 clusters Score -2690633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -2690630.250000 Penalty: 3522.545166
	Iteration 83Q: 3 clusters Score -2690630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -2690633.250000 Penalty: 3522.545166
	Iteration 84Q: 3 clusters Score -2690633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -2690637.250000 Penalty: 3522.545166
	Iteration 85Q: 3 clusters Score -2690637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -2690635.750000 Penalty: 3522.545166
	Iteration 86Q: 3 clusters Score -2690636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -2690636.000000 Penalty: 3522.545166
	Iteration 87Q: 3 clusters Score -2690636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -2690634.250000 Penalty: 3522.545166
	Iteration 88Q: 3 clusters Score -2690634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -2690637.500000 Penalty: 3522.545166
	Iteration 89Q: 3 clusters Score -2690638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -2690639.000000 Penalty: 3522.545166
	Iteration 90Q: 3 clusters Score -2690639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -2690640.000000 Penalty: 3522.545166
	Iteration 91Q: 3 clusters Score -2690640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -2690639.250000 Penalty: 3522.545166
	Iteration 92Q: 3 clusters Score -2690639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -2690640.750000 Penalty: 3522.545166
	Iteration 93Q: 3 clusters Score -2690641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -2690641.750000 Penalty: 3522.545166
	Iteration 94Q: 3 clusters Score -2690642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -2690645.750000 Penalty: 3522.545166
	Iteration 95Q: 3 clusters Score -2690646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -2690643.750000 Penalty: 3522.545166
	Iteration 96Q: 3 clusters Score -2690644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -2690645.500000 Penalty: 3522.545166
	Iteration 97Q: 3 clusters Score -2690646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -2690645.500000 Penalty: 3522.545166
	Iteration 98F: 3 clusters Score -2690646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54188 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 17636 members 
Mstep: Class 8 contains 66616 members 
Mstep: Class 10 contains 31071 members 
Mstep: Class 11 contains 32772 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 14 contains 59469 members 
Mstep: Class 15 contains 25886 members 
Mstep: Class 20 contains 64651 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 13 clusters Score -2.084045e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54186 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 66622 members 
Mstep: Class 10 contains 31069 members 
Mstep: Class 11 contains 32768 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 14 contains 59463 members 
Mstep: Class 15 contains 25889 members 
Mstep: Class 20 contains 64646 members 
Mstep: Class 21 contains 50949 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 13 clusters Score -2.084042e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54184 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 17633 members 
Mstep: Class 8 contains 66639 members 
Mstep: Class 10 contains 31069 members 
Mstep: Class 11 contains 32761 members 
Mstep: Class 12 contains 8423 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25886 members 
Mstep: Class 20 contains 64640 members 
Mstep: Class 21 contains 50949 members 
Entering Unmasked Estep 
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Iteration 81Q: 13 clusters Score -2.084043e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54185 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 17634 members 
Mstep: Class 8 contains 66646 members 
Mstep: Class 10 contains 31069 members 
Mstep: Class 11 contains 32756 members 
Mstep: Class 12 contains 8425 members 
Mstep: Class 14 contains 59456 members 
Mstep: Class 15 contains 25883 members 
Mstep: Class 20 contains 64643 members 
Mstep: Class 21 contains 50948 members 
Entering Unmasked Estep 
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Iteration 82Q: 13 clusters Score -2.084043e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54178 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 17636 members 
Mstep: Class 8 contains 66651 members 
Mstep: Class 10 contains 31068 members 
Mstep: Class 11 contains 32750 members 
Mstep: Class 12 contains 8430 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25881 members 
Mstep: Class 20 contains 64641 members 
Mstep: Class 21 contains 50951 members 
Entering Unmasked Estep 
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Iteration 83Q: 13 clusters Score -2.084044e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54171 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 17636 members 
Mstep: Class 8 contains 66662 members 
Mstep: Class 10 contains 31065 members 
Mstep: Class 11 contains 32747 members 
Mstep: Class 12 contains 8435 members 
Mstep: Class 14 contains 59460 members 
Mstep: Class 15 contains 25876 members 
Mstep: Class 20 contains 64639 members 
Mstep: Class 21 contains 50952 members 
Entering Unmasked Estep 
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Iteration 84Q: 13 clusters Score -2.084042e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54170 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 17637 members 
Mstep: Class 8 contains 66670 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 32747 members 
Mstep: Class 12 contains 8436 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25873 members 
Mstep: Class 20 contains 64633 members 
Mstep: Class 21 contains 50953 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 13 clusters Score -2.084044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54166 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 66672 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 32745 members 
Mstep: Class 12 contains 8436 members 
Mstep: Class 14 contains 59463 members 
Mstep: Class 15 contains 25872 members 
Mstep: Class 20 contains 64632 members 
Mstep: Class 21 contains 50954 members 
Entering Unmasked Estep 
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Iteration 86Q: 13 clusters Score -2.084044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54160 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 66677 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 32745 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25871 members 
Mstep: Class 20 contains 64632 members 
Mstep: Class 21 contains 50952 members 
Entering Unmasked Estep 
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Iteration 87Q: 13 clusters Score -2.084045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54155 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 66676 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 32744 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25879 members 
Mstep: Class 20 contains 64630 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 13 clusters Score -2.084046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54151 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 66678 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 32743 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25883 members 
Mstep: Class 20 contains 64628 members 
Mstep: Class 21 contains 50949 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 13 clusters Score -2.084043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54145 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 66678 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 32744 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25884 members 
Mstep: Class 20 contains 64629 members 
Mstep: Class 21 contains 50948 members 
Entering Unmasked Estep 
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Iteration 90Q: 13 clusters Score -2.084046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54141 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 17637 members 
Mstep: Class 8 contains 66678 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 32744 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59463 members 
Mstep: Class 15 contains 25886 members 
Mstep: Class 20 contains 64628 members 
Mstep: Class 21 contains 50948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840434.000000 Penalty: 25233.794922
Iteration 91Q: 13 clusters Score -2.084043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54136 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 17637 members 
Mstep: Class 8 contains 66680 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 32742 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59466 members 
Mstep: Class 15 contains 25886 members 
Mstep: Class 20 contains 64629 members 
Mstep: Class 21 contains 50948 members 
Entering Unmasked Estep 
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Iteration 92Q: 13 clusters Score -2.084046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54134 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 17638 members 
Mstep: Class 8 contains 66683 members 
Mstep: Class 10 contains 31064 members 
Mstep: Class 11 contains 32741 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59464 members 
Mstep: Class 15 contains 25882 members 
Mstep: Class 20 contains 64628 members 
Mstep: Class 21 contains 50949 members 
Entering Unmasked Estep 
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Iteration 93Q: 13 clusters Score -2.084045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54134 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 66685 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 32741 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59463 members 
Mstep: Class 15 contains 25881 members 
Mstep: Class 20 contains 64627 members 
Mstep: Class 21 contains 50949 members 
Entering Unmasked Estep 
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Score: -20840454.000000 Penalty: 25233.794922
Iteration 94Q: 13 clusters Score -2.084045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54132 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 66686 members 
Mstep: Class 10 contains 31062 members 
Mstep: Class 11 contains 32741 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59463 members 
Mstep: Class 15 contains 25885 members 
Mstep: Class 20 contains 64623 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
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Iteration 95Q: 13 clusters Score -2.084044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54130 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 66691 members 
Mstep: Class 10 contains 31060 members 
Mstep: Class 11 contains 32740 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59463 members 
Mstep: Class 15 contains 25888 members 
Mstep: Class 20 contains 64620 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
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Score: -20840450.000000 Penalty: 25233.794922
Iteration 96Q: 13 clusters Score -2.084045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54132 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 17640 members 
Mstep: Class 8 contains 66693 members 
Mstep: Class 10 contains 31058 members 
Mstep: Class 11 contains 32739 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59463 members 
Mstep: Class 15 contains 25887 members 
Mstep: Class 20 contains 64618 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
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Iteration 97Q: 13 clusters Score -2.084046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54131 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 17642 members 
Mstep: Class 8 contains 66690 members 
Mstep: Class 10 contains 31058 members 
Mstep: Class 11 contains 32739 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59463 members 
Mstep: Class 15 contains 25887 members 
Mstep: Class 20 contains 64618 members 
Mstep: Class 21 contains 50951 members 
Entering Unmasked Estep 
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Score: -20840458.000000 Penalty: 25233.794922
Iteration 98Q: 13 clusters Score -2.084046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54132 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 17643 members 
Mstep: Class 8 contains 66687 members 
Mstep: Class 10 contains 31058 members 
Mstep: Class 11 contains 32739 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59463 members 
Mstep: Class 15 contains 25888 members 
Mstep: Class 20 contains 64617 members 
Mstep: Class 21 contains 50951 members 
Entering Unmasked Estep 
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Iteration 99Q: 13 clusters Score -2.084047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54132 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 17642 members 
Mstep: Class 8 contains 66683 members 
Mstep: Class 10 contains 31058 members 
Mstep: Class 11 contains 32739 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59463 members 
Mstep: Class 15 contains 25893 members 
Mstep: Class 20 contains 64616 members 
Mstep: Class 21 contains 50951 members 
Entering Unmasked Estep 
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Iteration 100F: 13 clusters Score -2.084046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54133 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 17641 members 
Mstep: Class 8 contains 66680 members 
Mstep: Class 10 contains 31058 members 
Mstep: Class 11 contains 32739 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59463 members 
Mstep: Class 15 contains 25896 members 
Mstep: Class 20 contains 64614 members 
Mstep: Class 21 contains 50951 members 
Entering Unmasked Estep 
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Iteration 101Q: 13 clusters Score -2.084047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54131 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 17640 members 
Mstep: Class 8 contains 66679 members 
Mstep: Class 10 contains 31058 members 
Mstep: Class 11 contains 32739 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25899 members 
Mstep: Class 20 contains 64613 members 
Mstep: Class 21 contains 50951 members 
Entering Unmasked Estep 
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Iteration 102Q: 13 clusters Score -2.084046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54130 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 17638 members 
Mstep: Class 8 contains 66682 members 
Mstep: Class 10 contains 31057 members 
Mstep: Class 11 contains 32738 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25899 members 
Mstep: Class 20 contains 64612 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
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Iteration 103Q: 13 clusters Score -2.084044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54130 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17637 members 
Mstep: Class 8 contains 66684 members 
Mstep: Class 10 contains 31057 members 
Mstep: Class 11 contains 32736 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25900 members 
Mstep: Class 20 contains 64611 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
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Iteration 104Q: 13 clusters Score -2.084044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54131 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 66686 members 
Mstep: Class 10 contains 31056 members 
Mstep: Class 11 contains 32735 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59461 members 
Mstep: Class 15 contains 25899 members 
Mstep: Class 20 contains 64610 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
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Iteration 105Q: 13 clusters Score -2.084044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54130 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17641 members 
Mstep: Class 8 contains 66685 members 
Mstep: Class 10 contains 31055 members 
Mstep: Class 11 contains 32735 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25899 members 
Mstep: Class 20 contains 64610 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
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Iteration 106Q: 13 clusters Score -2.084042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54126 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66686 members 
Mstep: Class 10 contains 31054 members 
Mstep: Class 11 contains 32735 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25901 members 
Mstep: Class 20 contains 64609 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840450.000000 Penalty: 25233.794922
Iteration 107Q: 13 clusters Score -2.084045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54124 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 66689 members 
Mstep: Class 10 contains 31052 members 
Mstep: Class 11 contains 32735 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25902 members 
Mstep: Class 20 contains 64607 members 
Mstep: Class 21 contains 50949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840454.000000 Penalty: 25233.794922
Iteration 108Q: 13 clusters Score -2.084045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 66694 members 
Mstep: Class 10 contains 31051 members 
Mstep: Class 11 contains 32734 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25903 members 
Mstep: Class 20 contains 64605 members 
Mstep: Class 21 contains 50948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840474.000000 Penalty: 25233.794922
Iteration 109Q: 13 clusters Score -2.084047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54125 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17646 members 
Mstep: Class 8 contains 66700 members 
Mstep: Class 10 contains 31048 members 
Mstep: Class 11 contains 32731 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59462 members 
Mstep: Class 15 contains 25904 members 
Mstep: Class 20 contains 64603 members 
Mstep: Class 21 contains 50948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840480.000000 Penalty: 25233.794922
Iteration 110Q: 13 clusters Score -2.084048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54126 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66706 members 
Mstep: Class 10 contains 31046 members 
Mstep: Class 11 contains 32731 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59461 members 
Mstep: Class 15 contains 25904 members 
Mstep: Class 20 contains 64601 members 
Mstep: Class 21 contains 50948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840472.000000 Penalty: 25233.794922
Iteration 111Q: 13 clusters Score -2.084047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54127 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66712 members 
Mstep: Class 10 contains 31044 members 
Mstep: Class 11 contains 32730 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 14 contains 59459 members 
Mstep: Class 15 contains 25904 members 
Mstep: Class 20 contains 64600 members 
Mstep: Class 21 contains 50947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840450.000000 Penalty: 25233.794922
Iteration 112Q: 13 clusters Score -2.084045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54124 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66718 members 
Mstep: Class 10 contains 31044 members 
Mstep: Class 11 contains 32727 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25905 members 
Mstep: Class 20 contains 64600 members 
Mstep: Class 21 contains 50946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840462.000000 Penalty: 25233.794922
Iteration 113Q: 13 clusters Score -2.084046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54122 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66723 members 
Mstep: Class 10 contains 31044 members 
Mstep: Class 11 contains 32725 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25906 members 
Mstep: Class 20 contains 64599 members 
Mstep: Class 21 contains 50945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840466.000000 Penalty: 25233.794922
Iteration 114Q: 13 clusters Score -2.084047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54121 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66725 members 
Mstep: Class 10 contains 31044 members 
Mstep: Class 11 contains 32725 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25906 members 
Mstep: Class 20 contains 64599 members 
Mstep: Class 21 contains 50944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840468.000000 Penalty: 25233.794922
Iteration 115Q: 13 clusters Score -2.084047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54119 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66727 members 
Mstep: Class 10 contains 31044 members 
Mstep: Class 11 contains 32725 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25906 members 
Mstep: Class 20 contains 64599 members 
Mstep: Class 21 contains 50944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840476.000000 Penalty: 25233.794922
Iteration 116Q: 13 clusters Score -2.084048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66731 members 
Mstep: Class 10 contains 31044 members 
Mstep: Class 11 contains 32725 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25906 members 
Mstep: Class 20 contains 64598 members 
Mstep: Class 21 contains 50944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840476.000000 Penalty: 25233.794922
Iteration 117Q: 13 clusters Score -2.084048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54111 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66736 members 
Mstep: Class 10 contains 31044 members 
Mstep: Class 11 contains 32725 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25906 members 
Mstep: Class 20 contains 64598 members 
Mstep: Class 21 contains 50944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840474.000000 Penalty: 25233.794922
Iteration 118Q: 13 clusters Score -2.084047e+07 nChanged 5
Entering ConstructFrom: 
Score: -20840474.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (54110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Entering Unmasked Estep 
Score: -2798414.750000 Penalty: 1771.050781
	Iteration 0F: 2 clusters Score -2798415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -2762271.750000 Penalty: 3542.101562
	Iteration 0F: 3 clusters Score -2762272 nChanged 25419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -2776538.750000 Penalty: 3542.101562
	Iteration 1F: 3 clusters Score -2776539 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -2776927.750000 Penalty: 3542.101562
	Iteration 2Q: 3 clusters Score -2776928 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -2777328.000000 Penalty: 3542.101562
	Iteration 3Q: 3 clusters Score -2777328 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -2777863.000000 Penalty: 3542.101562
	Iteration 4Q: 3 clusters Score -2777863 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -2778601.750000 Penalty: 3542.101562
	Iteration 5Q: 3 clusters Score -2778602 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -2779811.500000 Penalty: 3542.101562
	Iteration 6Q: 3 clusters Score -2779812 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -2781848.750000 Penalty: 3542.101562
	Iteration 7F: 3 clusters Score -2781849 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -2784894.750000 Penalty: 3542.101562
	Iteration 8F: 3 clusters Score -2784895 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -2788529.250000 Penalty: 3542.101562
	Iteration 9F: 3 clusters Score -2788529 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -2791600.250000 Penalty: 3542.101562
	Iteration 10F: 3 clusters Score -2791600 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -2793406.250000 Penalty: 3542.101562
	Iteration 11Q: 3 clusters Score -2793406 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -2794578.500000 Penalty: 3542.101562
	Iteration 12Q: 3 clusters Score -2794578 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -2795389.500000 Penalty: 3542.101562
	Iteration 13Q: 3 clusters Score -2795390 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -2795978.750000 Penalty: 3542.101562
	Iteration 14Q: 3 clusters Score -2795979 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -2796451.250000 Penalty: 3542.101562
	Iteration 15Q: 3 clusters Score -2796451 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -2796754.500000 Penalty: 3542.101562
	Iteration 16Q: 3 clusters Score -2796754 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -2796985.000000 Penalty: 3542.101562
	Iteration 17Q: 3 clusters Score -2796985 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -2797153.000000 Penalty: 3542.101562
	Iteration 18Q: 3 clusters Score -2797153 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -2797249.750000 Penalty: 3542.101562
	Iteration 19Q: 3 clusters Score -2797250 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -2797351.000000 Penalty: 3542.101562
	Iteration 20F: 3 clusters Score -2797351 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -2797416.250000 Penalty: 3542.101562
	Iteration 21Q: 3 clusters Score -2797416 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -2797483.750000 Penalty: 3542.101562
	Iteration 22Q: 3 clusters Score -2797484 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -2797515.500000 Penalty: 3542.101562
	Iteration 23Q: 3 clusters Score -2797516 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -2797543.250000 Penalty: 3542.101562
	Iteration 24Q: 3 clusters Score -2797543 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -2797566.000000 Penalty: 3542.101562
	Iteration 25Q: 3 clusters Score -2797566 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -2797586.500000 Penalty: 3542.101562
	Iteration 26Q: 3 clusters Score -2797586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -2797611.250000 Penalty: 3542.101562
	Iteration 27Q: 3 clusters Score -2797611 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -2797620.000000 Penalty: 3542.101562
	Iteration 28Q: 3 clusters Score -2797620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -2797632.500000 Penalty: 3542.101562
	Iteration 29Q: 3 clusters Score -2797632 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -2797635.250000 Penalty: 3542.101562
	Iteration 30Q: 3 clusters Score -2797635 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -2797642.000000 Penalty: 3542.101562
	Iteration 31Q: 3 clusters Score -2797642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -2797649.500000 Penalty: 3542.101562
	Iteration 32Q: 3 clusters Score -2797650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -2797665.250000 Penalty: 3542.101562
	Iteration 33Q: 3 clusters Score -2797665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -2797672.000000 Penalty: 3542.101562
	Iteration 34Q: 3 clusters Score -2797672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -2797684.000000 Penalty: 3542.101562
	Iteration 35Q: 3 clusters Score -2797684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -2797685.500000 Penalty: 3542.101562
	Iteration 36Q: 3 clusters Score -2797686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -2797689.500000 Penalty: 3542.101562
	Iteration 37Q: 3 clusters Score -2797690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -2797685.250000 Penalty: 3542.101562
	Iteration 38Q: 3 clusters Score -2797685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -2797684.500000 Penalty: 3542.101562
	Iteration 39Q: 3 clusters Score -2797684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -2797689.750000 Penalty: 3542.101562
	Iteration 40F: 3 clusters Score -2797690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -2797691.500000 Penalty: 3542.101562
	Iteration 41Q: 3 clusters Score -2797692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -2797697.000000 Penalty: 3542.101562
	Iteration 42Q: 3 clusters Score -2797697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -2797697.250000 Penalty: 3542.101562
	Iteration 43Q: 3 clusters Score -2797697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -2797695.750000 Penalty: 3542.101562
	Iteration 44Q: 3 clusters Score -2797696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -2797696.000000 Penalty: 3542.101562
	Iteration 45Q: 3 clusters Score -2797696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -2797693.000000 Penalty: 3542.101562
	Iteration 46Q: 3 clusters Score -2797693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -2797692.250000 Penalty: 3542.101562
	Iteration 47Q: 3 clusters Score -2797692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -2797691.000000 Penalty: 3542.101562
	Iteration 48Q: 3 clusters Score -2797691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -2797693.500000 Penalty: 3542.101562
	Iteration 49Q: 3 clusters Score -2797694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -2797693.500000 Penalty: 3542.101562
	Iteration 50Q: 3 clusters Score -2797694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -2797696.500000 Penalty: 3542.101562
	Iteration 51Q: 3 clusters Score -2797696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -2797696.250000 Penalty: 3542.101562
	Iteration 52Q: 3 clusters Score -2797696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -2797692.750000 Penalty: 3542.101562
	Iteration 53Q: 3 clusters Score -2797693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -2797693.000000 Penalty: 3542.101562
	Iteration 54Q: 3 clusters Score -2797693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -2797697.500000 Penalty: 3542.101562
	Iteration 55Q: 3 clusters Score -2797698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -2797691.500000 Penalty: 3542.101562
	Iteration 56Q: 3 clusters Score -2797692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -2797693.250000 Penalty: 3542.101562
	Iteration 57Q: 3 clusters Score -2797693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -2797696.750000 Penalty: 3542.101562
	Iteration 58Q: 3 clusters Score -2797697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -2797695.000000 Penalty: 3542.101562
	Iteration 59Q: 3 clusters Score -2797695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -2797688.500000 Penalty: 3542.101562
	Iteration 60F: 3 clusters Score -2797688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -2797694.250000 Penalty: 3542.101562
	Iteration 61Q: 3 clusters Score -2797694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -2797693.750000 Penalty: 3542.101562
	Iteration 62Q: 3 clusters Score -2797694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -2797696.500000 Penalty: 3542.101562
	Iteration 63Q: 3 clusters Score -2797696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -2797699.500000 Penalty: 3542.101562
	Iteration 64Q: 3 clusters Score -2797700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -2797699.250000 Penalty: 3542.101562
	Iteration 65Q: 3 clusters Score -2797699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -2797700.250000 Penalty: 3542.101562
	Iteration 66Q: 3 clusters Score -2797700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -2797699.750000 Penalty: 3542.101562
	Iteration 67Q: 3 clusters Score -2797700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -2797702.500000 Penalty: 3542.101562
	Iteration 68Q: 3 clusters Score -2797702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -2797699.750000 Penalty: 3542.101562
	Iteration 69Q: 3 clusters Score -2797700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -2797697.000000 Penalty: 3542.101562
	Iteration 70Q: 3 clusters Score -2797697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -2797698.500000 Penalty: 3542.101562
	Iteration 71Q: 3 clusters Score -2797698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -2797701.500000 Penalty: 3542.101562
	Iteration 72Q: 3 clusters Score -2797702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -2797699.250000 Penalty: 3542.101562
	Iteration 73Q: 3 clusters Score -2797699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -2797701.000000 Penalty: 3542.101562
	Iteration 74Q: 3 clusters Score -2797701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -2797700.250000 Penalty: 3542.101562
	Iteration 75Q: 3 clusters Score -2797700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -2797700.250000 Penalty: 3542.101562
	Iteration 76F: 3 clusters Score -2797700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -135800.593750 Penalty: 1281.427124
	Iteration 0F: 2 clusters Score -135800.6 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 1306 members 
Entering Unmasked Estep 
Score: -133281.296875 Penalty: 2562.854248
	Iteration 0F: 3 clusters Score -133281.3 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -133835.187500 Penalty: 2562.854248
	Iteration 1F: 3 clusters Score -133835.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -133962.593750 Penalty: 2562.854248
	Iteration 2F: 3 clusters Score -133962.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -134032.796875 Penalty: 2562.854248
	Iteration 3Q: 3 clusters Score -134032.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -134082.421875 Penalty: 2562.854248
	Iteration 4Q: 3 clusters Score -134082.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -134117.062500 Penalty: 2562.854248
	Iteration 5Q: 3 clusters Score -134117.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -134144.265625 Penalty: 2562.854248
	Iteration 6Q: 3 clusters Score -134144.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -134168.093750 Penalty: 2562.854248
	Iteration 7Q: 3 clusters Score -134168.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -134188.015625 Penalty: 2562.854248
	Iteration 8Q: 3 clusters Score -134188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -134201.281250 Penalty: 2562.854248
	Iteration 9Q: 3 clusters Score -134201.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -134212.812500 Penalty: 2562.854248
	Iteration 10Q: 3 clusters Score -134212.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -134223.890625 Penalty: 2562.854248
	Iteration 11Q: 3 clusters Score -134223.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -134231.234375 Penalty: 2562.854248
	Iteration 12Q: 3 clusters Score -134231.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -134238.656250 Penalty: 2562.854248
	Iteration 13Q: 3 clusters Score -134238.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -134248.906250 Penalty: 2562.854248
	Iteration 14Q: 3 clusters Score -134248.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -134262.578125 Penalty: 2562.854248
	Iteration 15Q: 3 clusters Score -134262.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134280.296875 Penalty: 2562.854248
	Iteration 16Q: 3 clusters Score -134280.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -134302.843750 Penalty: 2562.854248
	Iteration 17Q: 3 clusters Score -134302.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134322.734375 Penalty: 2562.854248
	Iteration 18Q: 3 clusters Score -134322.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134338.078125 Penalty: 2562.854248
	Iteration 19Q: 3 clusters Score -134338.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -134351.687500 Penalty: 2562.854248
	Iteration 20F: 3 clusters Score -134351.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -134363.093750 Penalty: 2562.854248
	Iteration 21Q: 3 clusters Score -134363.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -134370.375000 Penalty: 2562.854248
	Iteration 22Q: 3 clusters Score -134370.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134378.343750 Penalty: 2562.854248
	Iteration 23Q: 3 clusters Score -134378.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134388.093750 Penalty: 2562.854248
	Iteration 24Q: 3 clusters Score -134388.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134402.187500 Penalty: 2562.854248
	Iteration 25Q: 3 clusters Score -134402.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134411.062500 Penalty: 2562.854248
	Iteration 26Q: 3 clusters Score -134411.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134422.343750 Penalty: 2562.854248
	Iteration 27Q: 3 clusters Score -134422.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -134429.453125 Penalty: 2562.854248
	Iteration 28Q: 3 clusters Score -134429.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -134434.437500 Penalty: 2562.854248
	Iteration 29Q: 3 clusters Score -134434.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134440.718750 Penalty: 2562.854248
	Iteration 30Q: 3 clusters Score -134440.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -134445.343750 Penalty: 2562.854248
	Iteration 31Q: 3 clusters Score -134445.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134449.484375 Penalty: 2562.854248
	Iteration 32Q: 3 clusters Score -134449.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134456.375000 Penalty: 2562.854248
	Iteration 33Q: 3 clusters Score -134456.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134472.703125 Penalty: 2562.854248
	Iteration 34Q: 3 clusters Score -134472.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -134487.984375 Penalty: 2562.854248
	Iteration 35Q: 3 clusters Score -134488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134502.843750 Penalty: 2562.854248
	Iteration 36Q: 3 clusters Score -134502.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134514.437500 Penalty: 2562.854248
	Iteration 37Q: 3 clusters Score -134514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134523.609375 Penalty: 2562.854248
	Iteration 38Q: 3 clusters Score -134523.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -134533.437500 Penalty: 2562.854248
	Iteration 39Q: 3 clusters Score -134533.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -134537.562500 Penalty: 2562.854248
	Iteration 40F: 3 clusters Score -134537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -134541.703125 Penalty: 2562.854248
	Iteration 41Q: 3 clusters Score -134541.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -134546.828125 Penalty: 2562.854248
	Iteration 42Q: 3 clusters Score -134546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -134551.687500 Penalty: 2562.854248
	Iteration 43Q: 3 clusters Score -134551.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134558.125000 Penalty: 2562.854248
	Iteration 44Q: 3 clusters Score -134558.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -134567.562500 Penalty: 2562.854248
	Iteration 45Q: 3 clusters Score -134567.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -134573.390625 Penalty: 2562.854248
	Iteration 46Q: 3 clusters Score -134573.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -134577.765625 Penalty: 2562.854248
	Iteration 47Q: 3 clusters Score -134577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -134580.578125 Penalty: 2562.854248
	Iteration 48Q: 3 clusters Score -134580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -134583.031250 Penalty: 2562.854248
	Iteration 49Q: 3 clusters Score -134583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -134584.328125 Penalty: 2562.854248
	Iteration 50Q: 3 clusters Score -134584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -134584.796875 Penalty: 2562.854248
	Iteration 51Q: 3 clusters Score -134584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -134585.125000 Penalty: 2562.854248
	Iteration 52Q: 3 clusters Score -134585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -134585.125000 Penalty: 2562.854248
	Iteration 53F: 3 clusters Score -134585.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -132814.562500 Penalty: 1275.007324
	Iteration 0F: 2 clusters Score -132814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -130380.164062 Penalty: 2550.014648
	Iteration 0F: 3 clusters Score -130380.2 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -130983.093750 Penalty: 2550.014648
	Iteration 1F: 3 clusters Score -130983.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -131112.562500 Penalty: 2550.014648
	Iteration 2F: 3 clusters Score -131112.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -131182.515625 Penalty: 2550.014648
	Iteration 3Q: 3 clusters Score -131182.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -131225.953125 Penalty: 2550.014648
	Iteration 4Q: 3 clusters Score -131226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -131256.218750 Penalty: 2550.014648
	Iteration 5Q: 3 clusters Score -131256.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -131280.109375 Penalty: 2550.014648
	Iteration 6Q: 3 clusters Score -131280.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -131292.812500 Penalty: 2550.014648
	Iteration 7Q: 3 clusters Score -131292.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -131301.500000 Penalty: 2550.014648
	Iteration 8Q: 3 clusters Score -131301.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -131307.343750 Penalty: 2550.014648
	Iteration 9Q: 3 clusters Score -131307.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -131312.843750 Penalty: 2550.014648
	Iteration 10Q: 3 clusters Score -131312.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -131320.218750 Penalty: 2550.014648
	Iteration 11Q: 3 clusters Score -131320.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -131327.968750 Penalty: 2550.014648
	Iteration 12Q: 3 clusters Score -131328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -131334.093750 Penalty: 2550.014648
	Iteration 13Q: 3 clusters Score -131334.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -131339.296875 Penalty: 2550.014648
	Iteration 14Q: 3 clusters Score -131339.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -131341.390625 Penalty: 2550.014648
	Iteration 15Q: 3 clusters Score -131341.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -131343.937500 Penalty: 2550.014648
	Iteration 16Q: 3 clusters Score -131343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -131344.953125 Penalty: 2550.014648
	Iteration 17Q: 3 clusters Score -131345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -131346.656250 Penalty: 2550.014648
	Iteration 18Q: 3 clusters Score -131346.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -131347.125000 Penalty: 2550.014648
	Iteration 19Q: 3 clusters Score -131347.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -131347.125000 Penalty: 2550.014648
	Iteration 20F: 3 clusters Score -131347.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Entering Unmasked Estep 
Score: -932741.687500 Penalty: 1588.949585
	Iteration 0F: 2 clusters Score -932741.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -920686.750000 Penalty: 3177.899170
	Iteration 0F: 3 clusters Score -920686.8 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -925036.937500 Penalty: 3177.899170
	Iteration 1F: 3 clusters Score -925036.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -925364.375000 Penalty: 3177.899170
	Iteration 2F: 3 clusters Score -925364.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -925638.687500 Penalty: 3177.899170
	Iteration 3Q: 3 clusters Score -925638.7 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -925982.687500 Penalty: 3177.899170
	Iteration 4Q: 3 clusters Score -925982.7 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -926408.312500 Penalty: 3177.899170
	Iteration 5Q: 3 clusters Score -926408.3 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -926956.500000 Penalty: 3177.899170
	Iteration 6F: 3 clusters Score -926956.5 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -927665.500000 Penalty: 3177.899170
	Iteration 7F: 3 clusters Score -927665.5 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -928508.562500 Penalty: 3177.899170
	Iteration 8F: 3 clusters Score -928508.6 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -929302.000000 Penalty: 3177.899170
	Iteration 9F: 3 clusters Score -929302 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -929951.937500 Penalty: 3177.899170
	Iteration 10Q: 3 clusters Score -929951.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -930422.000000 Penalty: 3177.899170
	Iteration 11Q: 3 clusters Score -930422 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -930717.437500 Penalty: 3177.899170
	Iteration 12Q: 3 clusters Score -930717.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -930900.562500 Penalty: 3177.899170
	Iteration 13Q: 3 clusters Score -930900.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -931058.187500 Penalty: 3177.899170
	Iteration 14Q: 3 clusters Score -931058.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -931148.750000 Penalty: 3177.899170
	Iteration 15Q: 3 clusters Score -931148.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -931205.500000 Penalty: 3177.899170
	Iteration 16Q: 3 clusters Score -931205.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -931248.437500 Penalty: 3177.899170
	Iteration 17Q: 3 clusters Score -931248.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -931279.812500 Penalty: 3177.899170
	Iteration 18Q: 3 clusters Score -931279.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -931305.125000 Penalty: 3177.899170
	Iteration 19Q: 3 clusters Score -931305.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -931319.812500 Penalty: 3177.899170
	Iteration 20F: 3 clusters Score -931319.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -931329.062500 Penalty: 3177.899170
	Iteration 21Q: 3 clusters Score -931329.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -931335.437500 Penalty: 3177.899170
	Iteration 22Q: 3 clusters Score -931335.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -931337.437500 Penalty: 3177.899170
	Iteration 23Q: 3 clusters Score -931337.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -931344.000000 Penalty: 3177.899170
	Iteration 24Q: 3 clusters Score -931344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -931344.375000 Penalty: 3177.899170
	Iteration 25Q: 3 clusters Score -931344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -931346.812500 Penalty: 3177.899170
	Iteration 26Q: 3 clusters Score -931346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -931349.500000 Penalty: 3177.899170
	Iteration 27Q: 3 clusters Score -931349.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -931355.687500 Penalty: 3177.899170
	Iteration 28Q: 3 clusters Score -931355.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -931357.312500 Penalty: 3177.899170
	Iteration 29Q: 3 clusters Score -931357.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -931361.000000 Penalty: 3177.899170
	Iteration 30Q: 3 clusters Score -931361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -931362.812500 Penalty: 3177.899170
	Iteration 31Q: 3 clusters Score -931362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -931364.875000 Penalty: 3177.899170
	Iteration 32Q: 3 clusters Score -931364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -931365.062500 Penalty: 3177.899170
	Iteration 33Q: 3 clusters Score -931365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -931366.750000 Penalty: 3177.899170
	Iteration 34Q: 3 clusters Score -931366.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -931366.500000 Penalty: 3177.899170
	Iteration 35Q: 3 clusters Score -931366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -931367.250000 Penalty: 3177.899170
	Iteration 36Q: 3 clusters Score -931367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -931368.062500 Penalty: 3177.899170
	Iteration 37Q: 3 clusters Score -931368.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -931370.000000 Penalty: 3177.899170
	Iteration 38Q: 3 clusters Score -931370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -931370.875000 Penalty: 3177.899170
	Iteration 39Q: 3 clusters Score -931370.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -931374.625000 Penalty: 3177.899170
	Iteration 40F: 3 clusters Score -931374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -931376.562500 Penalty: 3177.899170
	Iteration 41Q: 3 clusters Score -931376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -931376.750000 Penalty: 3177.899170
	Iteration 42Q: 3 clusters Score -931376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -931377.750000 Penalty: 3177.899170
	Iteration 43Q: 3 clusters Score -931377.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -931380.062500 Penalty: 3177.899170
	Iteration 44Q: 3 clusters Score -931380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -931381.312500 Penalty: 3177.899170
	Iteration 45Q: 3 clusters Score -931381.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -931381.937500 Penalty: 3177.899170
	Iteration 46Q: 3 clusters Score -931381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -931382.625000 Penalty: 3177.899170
	Iteration 47Q: 3 clusters Score -931382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -931382.812500 Penalty: 3177.899170
	Iteration 48Q: 3 clusters Score -931382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -931383.250000 Penalty: 3177.899170
	Iteration 49Q: 3 clusters Score -931383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -931383.437500 Penalty: 3177.899170
	Iteration 50Q: 3 clusters Score -931383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -931383.437500 Penalty: 3177.899170
	Iteration 51F: 3 clusters Score -931383.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Entering Unmasked Estep 
Score: -3462371.250000 Penalty: 1805.128906
	Iteration 0F: 2 clusters Score -3462371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -3417572.000000 Penalty: 3610.257812
	Iteration 0F: 3 clusters Score -3417572 nChanged 31698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -3435865.750000 Penalty: 3610.257812
	Iteration 1F: 3 clusters Score -3435866 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -3436321.500000 Penalty: 3610.257812
	Iteration 2Q: 3 clusters Score -3436322 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3436885.000000 Penalty: 3610.257812
	Iteration 3Q: 3 clusters Score -3436885 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3437661.000000 Penalty: 3610.257812
	Iteration 4Q: 3 clusters Score -3437661 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3438902.250000 Penalty: 3610.257812
	Iteration 5Q: 3 clusters Score -3438902 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -3441145.750000 Penalty: 3610.257812
	Iteration 6F: 3 clusters Score -3441146 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3444885.500000 Penalty: 3610.257812
	Iteration 7F: 3 clusters Score -3444886 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3449950.500000 Penalty: 3610.257812
	Iteration 8F: 3 clusters Score -3449950 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3455070.750000 Penalty: 3610.257812
	Iteration 9F: 3 clusters Score -3455071 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3458424.000000 Penalty: 3610.257812
	Iteration 10F: 3 clusters Score -3458424 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3459907.750000 Penalty: 3610.257812
	Iteration 11Q: 3 clusters Score -3459908 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3460453.250000 Penalty: 3610.257812
	Iteration 12Q: 3 clusters Score -3460453 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3460630.000000 Penalty: 3610.257812
	Iteration 13Q: 3 clusters Score -3460630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3460684.500000 Penalty: 3610.257812
	Iteration 14Q: 3 clusters Score -3460684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3460721.250000 Penalty: 3610.257812
	Iteration 15Q: 3 clusters Score -3460721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3460744.750000 Penalty: 3610.257812
	Iteration 16Q: 3 clusters Score -3460745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3460769.500000 Penalty: 3610.257812
	Iteration 17Q: 3 clusters Score -3460770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3460775.250000 Penalty: 3610.257812
	Iteration 18Q: 3 clusters Score -3460775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3460774.000000 Penalty: 3610.257812
	Iteration 19Q: 3 clusters Score -3460774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3460778.250000 Penalty: 3610.257812
	Iteration 20F: 3 clusters Score -3460778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3460783.250000 Penalty: 3610.257812
	Iteration 21Q: 3 clusters Score -3460783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3460783.250000 Penalty: 3610.257812
	Iteration 22F: 3 clusters Score -3460783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Entering Unmasked Estep 
Score: -1631840.875000 Penalty: 1680.763550
	Iteration 0F: 2 clusters Score -1631841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1610964.000000 Penalty: 3361.527100
	Iteration 0F: 3 clusters Score -1610964 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1618875.000000 Penalty: 3361.527100
	Iteration 1F: 3 clusters Score -1618875 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1619233.125000 Penalty: 3361.527100
	Iteration 2Q: 3 clusters Score -1619233 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1619564.750000 Penalty: 3361.527100
	Iteration 3Q: 3 clusters Score -1619565 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1619840.375000 Penalty: 3361.527100
	Iteration 4Q: 3 clusters Score -1619840 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1620115.000000 Penalty: 3361.527100
	Iteration 5Q: 3 clusters Score -1620115 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1620399.875000 Penalty: 3361.527100
	Iteration 6Q: 3 clusters Score -1620400 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1620703.750000 Penalty: 3361.527100
	Iteration 7Q: 3 clusters Score -1620704 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1621066.750000 Penalty: 3361.527100
	Iteration 8Q: 3 clusters Score -1621067 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1621507.875000 Penalty: 3361.527100
	Iteration 9Q: 3 clusters Score -1621508 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -1622137.000000 Penalty: 3361.527100
	Iteration 10Q: 3 clusters Score -1622137 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1623071.250000 Penalty: 3361.527100
	Iteration 11Q: 3 clusters Score -1623071 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -1624307.875000 Penalty: 3361.527100
	Iteration 12F: 3 clusters Score -1624308 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -1625499.000000 Penalty: 3361.527100
	Iteration 13F: 3 clusters Score -1625499 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -1626308.875000 Penalty: 3361.527100
	Iteration 14Q: 3 clusters Score -1626309 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -1626803.875000 Penalty: 3361.527100
	Iteration 15Q: 3 clusters Score -1626804 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -1627123.000000 Penalty: 3361.527100
	Iteration 16Q: 3 clusters Score -1627123 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -1627357.875000 Penalty: 3361.527100
	Iteration 17Q: 3 clusters Score -1627358 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -1627586.625000 Penalty: 3361.527100
	Iteration 18Q: 3 clusters Score -1627587 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -1627823.125000 Penalty: 3361.527100
	Iteration 19Q: 3 clusters Score -1627823 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -1628048.250000 Penalty: 3361.527100
	Iteration 20F: 3 clusters Score -1628048 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -1628263.875000 Penalty: 3361.527100
	Iteration 21Q: 3 clusters Score -1628264 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -1628481.375000 Penalty: 3361.527100
	Iteration 22Q: 3 clusters Score -1628481 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -1628720.750000 Penalty: 3361.527100
	Iteration 23Q: 3 clusters Score -1628721 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -1628918.625000 Penalty: 3361.527100
	Iteration 24Q: 3 clusters Score -1628919 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -1629082.500000 Penalty: 3361.527100
	Iteration 25Q: 3 clusters Score -1629082 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -1629239.750000 Penalty: 3361.527100
	Iteration 26Q: 3 clusters Score -1629240 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -1629387.250000 Penalty: 3361.527100
	Iteration 27Q: 3 clusters Score -1629387 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -1629530.625000 Penalty: 3361.527100
	Iteration 28Q: 3 clusters Score -1629531 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -1629647.500000 Penalty: 3361.527100
	Iteration 29Q: 3 clusters Score -1629648 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -1629749.750000 Penalty: 3361.527100
	Iteration 30Q: 3 clusters Score -1629750 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -1629837.375000 Penalty: 3361.527100
	Iteration 31Q: 3 clusters Score -1629837 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -1629911.125000 Penalty: 3361.527100
	Iteration 32Q: 3 clusters Score -1629911 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -1629974.375000 Penalty: 3361.527100
	Iteration 33Q: 3 clusters Score -1629974 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -1630044.625000 Penalty: 3361.527100
	Iteration 34Q: 3 clusters Score -1630045 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -1630100.500000 Penalty: 3361.527100
	Iteration 35Q: 3 clusters Score -1630100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -1630164.125000 Penalty: 3361.527100
	Iteration 36Q: 3 clusters Score -1630164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -1630193.125000 Penalty: 3361.527100
	Iteration 37Q: 3 clusters Score -1630193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -1630214.250000 Penalty: 3361.527100
	Iteration 38Q: 3 clusters Score -1630214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -1630229.375000 Penalty: 3361.527100
	Iteration 39Q: 3 clusters Score -1630229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -1630237.875000 Penalty: 3361.527100
	Iteration 40F: 3 clusters Score -1630238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -1630249.625000 Penalty: 3361.527100
	Iteration 41Q: 3 clusters Score -1630250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -1630255.000000 Penalty: 3361.527100
	Iteration 42Q: 3 clusters Score -1630255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -1630263.750000 Penalty: 3361.527100
	Iteration 43Q: 3 clusters Score -1630264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -1630266.500000 Penalty: 3361.527100
	Iteration 44Q: 3 clusters Score -1630266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -1630267.875000 Penalty: 3361.527100
	Iteration 45Q: 3 clusters Score -1630268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -1630272.500000 Penalty: 3361.527100
	Iteration 46Q: 3 clusters Score -1630272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -1630278.375000 Penalty: 3361.527100
	Iteration 47Q: 3 clusters Score -1630278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -1630284.375000 Penalty: 3361.527100
	Iteration 48Q: 3 clusters Score -1630284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -1630289.000000 Penalty: 3361.527100
	Iteration 49Q: 3 clusters Score -1630289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -1630297.250000 Penalty: 3361.527100
	Iteration 50Q: 3 clusters Score -1630297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -1630299.625000 Penalty: 3361.527100
	Iteration 51Q: 3 clusters Score -1630300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -1630303.000000 Penalty: 3361.527100
	Iteration 52Q: 3 clusters Score -1630303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -1630313.875000 Penalty: 3361.527100
	Iteration 53Q: 3 clusters Score -1630314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -1630316.875000 Penalty: 3361.527100
	Iteration 54Q: 3 clusters Score -1630317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -1630324.500000 Penalty: 3361.527100
	Iteration 55Q: 3 clusters Score -1630324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -1630339.125000 Penalty: 3361.527100
	Iteration 56Q: 3 clusters Score -1630339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -1630347.000000 Penalty: 3361.527100
	Iteration 57Q: 3 clusters Score -1630347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -1630349.250000 Penalty: 3361.527100
	Iteration 58Q: 3 clusters Score -1630349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -1630359.250000 Penalty: 3361.527100
	Iteration 59Q: 3 clusters Score -1630359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -1630364.125000 Penalty: 3361.527100
	Iteration 60F: 3 clusters Score -1630364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -1630367.375000 Penalty: 3361.527100
	Iteration 61Q: 3 clusters Score -1630367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -1630372.500000 Penalty: 3361.527100
	Iteration 62Q: 3 clusters Score -1630372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -1630376.125000 Penalty: 3361.527100
	Iteration 63Q: 3 clusters Score -1630376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -1630382.375000 Penalty: 3361.527100
	Iteration 64Q: 3 clusters Score -1630382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -1630385.250000 Penalty: 3361.527100
	Iteration 65Q: 3 clusters Score -1630385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -1630391.250000 Penalty: 3361.527100
	Iteration 66Q: 3 clusters Score -1630391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -1630394.000000 Penalty: 3361.527100
	Iteration 67Q: 3 clusters Score -1630394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -1630397.500000 Penalty: 3361.527100
	Iteration 68Q: 3 clusters Score -1630398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -1630399.000000 Penalty: 3361.527100
	Iteration 69Q: 3 clusters Score -1630399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -1630402.000000 Penalty: 3361.527100
	Iteration 70Q: 3 clusters Score -1630402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -1630406.250000 Penalty: 3361.527100
	Iteration 71Q: 3 clusters Score -1630406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -1630411.000000 Penalty: 3361.527100
	Iteration 72Q: 3 clusters Score -1630411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -1630411.500000 Penalty: 3361.527100
	Iteration 73Q: 3 clusters Score -1630412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -1630410.625000 Penalty: 3361.527100
	Iteration 74Q: 3 clusters Score -1630411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -1630409.875000 Penalty: 3361.527100
	Iteration 75Q: 3 clusters Score -1630410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -1630409.875000 Penalty: 3361.527100
	Iteration 76F: 3 clusters Score -1630410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Entering Unmasked Estep 
Score: -1711507.250000 Penalty: 1689.332886
	Iteration 0F: 2 clusters Score -1711507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1689503.875000 Penalty: 3378.665771
	Iteration 0F: 3 clusters Score -1689504 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -1697958.125000 Penalty: 3378.665771
	Iteration 1F: 3 clusters Score -1697958 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1698459.250000 Penalty: 3378.665771
	Iteration 2Q: 3 clusters Score -1698459 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -1699056.375000 Penalty: 3378.665771
	Iteration 3Q: 3 clusters Score -1699056 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1699844.500000 Penalty: 3378.665771
	Iteration 4Q: 3 clusters Score -1699844 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -1701022.375000 Penalty: 3378.665771
	Iteration 5F: 3 clusters Score -1701022 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -1702711.250000 Penalty: 3378.665771
	Iteration 6F: 3 clusters Score -1702711 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -1704776.750000 Penalty: 3378.665771
	Iteration 7F: 3 clusters Score -1704777 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -1706709.375000 Penalty: 3378.665771
	Iteration 8F: 3 clusters Score -1706709 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -1708076.875000 Penalty: 3378.665771
	Iteration 9Q: 3 clusters Score -1708077 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -1708934.500000 Penalty: 3378.665771
	Iteration 10Q: 3 clusters Score -1708934 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -1709415.500000 Penalty: 3378.665771
	Iteration 11Q: 3 clusters Score -1709416 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -1709650.750000 Penalty: 3378.665771
	Iteration 12Q: 3 clusters Score -1709651 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -1709799.875000 Penalty: 3378.665771
	Iteration 13Q: 3 clusters Score -1709800 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -1709901.875000 Penalty: 3378.665771
	Iteration 14Q: 3 clusters Score -1709902 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -1709964.375000 Penalty: 3378.665771
	Iteration 15Q: 3 clusters Score -1709964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -1710001.875000 Penalty: 3378.665771
	Iteration 16Q: 3 clusters Score -1710002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -1710027.375000 Penalty: 3378.665771
	Iteration 17Q: 3 clusters Score -1710027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -1710053.125000 Penalty: 3378.665771
	Iteration 18Q: 3 clusters Score -1710053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -1710075.000000 Penalty: 3378.665771
	Iteration 19Q: 3 clusters Score -1710075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -1710096.375000 Penalty: 3378.665771
	Iteration 20F: 3 clusters Score -1710096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -1710108.625000 Penalty: 3378.665771
	Iteration 21Q: 3 clusters Score -1710109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -1710121.125000 Penalty: 3378.665771
	Iteration 22Q: 3 clusters Score -1710121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -1710128.375000 Penalty: 3378.665771
	Iteration 23Q: 3 clusters Score -1710128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -1710131.250000 Penalty: 3378.665771
	Iteration 24Q: 3 clusters Score -1710131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -1710136.750000 Penalty: 3378.665771
	Iteration 25Q: 3 clusters Score -1710137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -1710139.500000 Penalty: 3378.665771
	Iteration 26Q: 3 clusters Score -1710140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -1710140.875000 Penalty: 3378.665771
	Iteration 27Q: 3 clusters Score -1710141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -1710142.000000 Penalty: 3378.665771
	Iteration 28Q: 3 clusters Score -1710142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -1710141.000000 Penalty: 3378.665771
	Iteration 29Q: 3 clusters Score -1710141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -1710144.125000 Penalty: 3378.665771
	Iteration 30Q: 3 clusters Score -1710144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -1710142.750000 Penalty: 3378.665771
	Iteration 31Q: 3 clusters Score -1710143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -1710145.625000 Penalty: 3378.665771
	Iteration 32Q: 3 clusters Score -1710146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -1710144.125000 Penalty: 3378.665771
	Iteration 33Q: 3 clusters Score -1710144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -1710143.625000 Penalty: 3378.665771
	Iteration 34Q: 3 clusters Score -1710144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -1710143.625000 Penalty: 3378.665771
	Iteration 35F: 3 clusters Score -1710144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -408390.718750 Penalty: 1469.081299
	Iteration 0F: 2 clusters Score -408390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -402231.687500 Penalty: 2938.162598
	Iteration 0F: 3 clusters Score -402231.7 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -404201.343750 Penalty: 2938.162598
	Iteration 1F: 3 clusters Score -404201.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -404421.375000 Penalty: 2938.162598
	Iteration 2F: 3 clusters Score -404421.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -404579.656250 Penalty: 2938.162598
	Iteration 3Q: 3 clusters Score -404579.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -404728.062500 Penalty: 2938.162598
	Iteration 4Q: 3 clusters Score -404728.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -404958.375000 Penalty: 2938.162598
	Iteration 5Q: 3 clusters Score -404958.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -405278.781250 Penalty: 2938.162598
	Iteration 6F: 3 clusters Score -405278.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -405741.750000 Penalty: 2938.162598
	Iteration 7F: 3 clusters Score -405741.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -406353.062500 Penalty: 2938.162598
	Iteration 8F: 3 clusters Score -406353.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -406990.000000 Penalty: 2938.162598
	Iteration 9F: 3 clusters Score -406990 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -407486.750000 Penalty: 2938.162598
	Iteration 10F: 3 clusters Score -407486.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -407790.312500 Penalty: 2938.162598
	Iteration 11Q: 3 clusters Score -407790.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -407960.156250 Penalty: 2938.162598
	Iteration 12Q: 3 clusters Score -407960.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -408048.468750 Penalty: 2938.162598
	Iteration 13Q: 3 clusters Score -408048.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -408121.125000 Penalty: 2938.162598
	Iteration 14Q: 3 clusters Score -408121.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -408160.843750 Penalty: 2938.162598
	Iteration 15Q: 3 clusters Score -408160.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -408182.937500 Penalty: 2938.162598
	Iteration 16Q: 3 clusters Score -408182.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -408195.531250 Penalty: 2938.162598
	Iteration 17Q: 3 clusters Score -408195.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -408202.875000 Penalty: 2938.162598
	Iteration 18Q: 3 clusters Score -408202.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -408211.218750 Penalty: 2938.162598
	Iteration 19Q: 3 clusters Score -408211.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -408214.531250 Penalty: 2938.162598
	Iteration 20F: 3 clusters Score -408214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -408217.750000 Penalty: 2938.162598
	Iteration 21Q: 3 clusters Score -408217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -408220.406250 Penalty: 2938.162598
	Iteration 22Q: 3 clusters Score -408220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -408223.250000 Penalty: 2938.162598
	Iteration 23Q: 3 clusters Score -408223.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -408224.375000 Penalty: 2938.162598
	Iteration 24Q: 3 clusters Score -408224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -408224.937500 Penalty: 2938.162598
	Iteration 25Q: 3 clusters Score -408224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -408226.093750 Penalty: 2938.162598
	Iteration 26Q: 3 clusters Score -408226.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -408226.156250 Penalty: 2938.162598
	Iteration 27Q: 3 clusters Score -408226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -408226.250000 Penalty: 2938.162598
	Iteration 28Q: 3 clusters Score -408226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -408226.781250 Penalty: 2938.162598
	Iteration 29Q: 3 clusters Score -408226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -408226.781250 Penalty: 2938.162598
	Iteration 30F: 3 clusters Score -408226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Entering Unmasked Estep 
Score: -3126772.250000 Penalty: 1786.366699
	Iteration 0F: 2 clusters Score -3126772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3086958.000000 Penalty: 3572.733398
	Iteration 0F: 3 clusters Score -3086958 nChanged 28164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3103222.750000 Penalty: 3572.733398
	Iteration 1F: 3 clusters Score -3103223 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3103836.000000 Penalty: 3572.733398
	Iteration 2Q: 3 clusters Score -3103836 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3104529.250000 Penalty: 3572.733398
	Iteration 3Q: 3 clusters Score -3104529 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3105475.250000 Penalty: 3572.733398
	Iteration 4Q: 3 clusters Score -3105475 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3106700.750000 Penalty: 3572.733398
	Iteration 5Q: 3 clusters Score -3106701 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -3108513.750000 Penalty: 3572.733398
	Iteration 6F: 3 clusters Score -3108514 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3111220.750000 Penalty: 3572.733398
	Iteration 7F: 3 clusters Score -3111221 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3114264.000000 Penalty: 3572.733398
	Iteration 8F: 3 clusters Score -3114264 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3116166.250000 Penalty: 3572.733398
	Iteration 9F: 3 clusters Score -3116166 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3116925.250000 Penalty: 3572.733398
	Iteration 10Q: 3 clusters Score -3116925 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3117223.250000 Penalty: 3572.733398
	Iteration 11Q: 3 clusters Score -3117223 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3117412.500000 Penalty: 3572.733398
	Iteration 12Q: 3 clusters Score -3117412 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3117548.250000 Penalty: 3572.733398
	Iteration 13Q: 3 clusters Score -3117548 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3117683.000000 Penalty: 3572.733398
	Iteration 14Q: 3 clusters Score -3117683 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3117811.750000 Penalty: 3572.733398
	Iteration 15Q: 3 clusters Score -3117812 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3117921.250000 Penalty: 3572.733398
	Iteration 16Q: 3 clusters Score -3117921 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3118018.250000 Penalty: 3572.733398
	Iteration 17Q: 3 clusters Score -3118018 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3118079.000000 Penalty: 3572.733398
	Iteration 18Q: 3 clusters Score -3118079 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3118159.500000 Penalty: 3572.733398
	Iteration 19Q: 3 clusters Score -3118160 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3118205.500000 Penalty: 3572.733398
	Iteration 20F: 3 clusters Score -3118206 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3118252.500000 Penalty: 3572.733398
	Iteration 21Q: 3 clusters Score -3118252 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3118309.000000 Penalty: 3572.733398
	Iteration 22Q: 3 clusters Score -3118309 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3118372.500000 Penalty: 3572.733398
	Iteration 23Q: 3 clusters Score -3118372 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3118421.500000 Penalty: 3572.733398
	Iteration 24Q: 3 clusters Score -3118422 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3118442.500000 Penalty: 3572.733398
	Iteration 25Q: 3 clusters Score -3118442 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3118475.750000 Penalty: 3572.733398
	Iteration 26Q: 3 clusters Score -3118476 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3118500.000000 Penalty: 3572.733398
	Iteration 27Q: 3 clusters Score -3118500 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3118534.250000 Penalty: 3572.733398
	Iteration 28Q: 3 clusters Score -3118534 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3118569.500000 Penalty: 3572.733398
	Iteration 29Q: 3 clusters Score -3118570 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -3118609.000000 Penalty: 3572.733398
	Iteration 30Q: 3 clusters Score -3118609 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3118639.500000 Penalty: 3572.733398
	Iteration 31Q: 3 clusters Score -3118640 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3118661.500000 Penalty: 3572.733398
	Iteration 32Q: 3 clusters Score -3118662 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3118699.250000 Penalty: 3572.733398
	Iteration 33Q: 3 clusters Score -3118699 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3118724.500000 Penalty: 3572.733398
	Iteration 34Q: 3 clusters Score -3118724 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3118740.000000 Penalty: 3572.733398
	Iteration 35Q: 3 clusters Score -3118740 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3118767.750000 Penalty: 3572.733398
	Iteration 36Q: 3 clusters Score -3118768 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3118784.750000 Penalty: 3572.733398
	Iteration 37Q: 3 clusters Score -3118785 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3118797.750000 Penalty: 3572.733398
	Iteration 38Q: 3 clusters Score -3118798 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3118825.750000 Penalty: 3572.733398
	Iteration 39Q: 3 clusters Score -3118826 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3118842.000000 Penalty: 3572.733398
	Iteration 40F: 3 clusters Score -3118842 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3118843.500000 Penalty: 3572.733398
	Iteration 41Q: 3 clusters Score -3118844 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3118861.500000 Penalty: 3572.733398
	Iteration 42Q: 3 clusters Score -3118862 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -3118886.750000 Penalty: 3572.733398
	Iteration 43Q: 3 clusters Score -3118887 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -3118897.000000 Penalty: 3572.733398
	Iteration 44Q: 3 clusters Score -3118897 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3118910.500000 Penalty: 3572.733398
	Iteration 45Q: 3 clusters Score -3118910 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3118930.000000 Penalty: 3572.733398
	Iteration 46Q: 3 clusters Score -3118930 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3118951.750000 Penalty: 3572.733398
	Iteration 47Q: 3 clusters Score -3118952 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3118971.250000 Penalty: 3572.733398
	Iteration 48Q: 3 clusters Score -3118971 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3118975.750000 Penalty: 3572.733398
	Iteration 49Q: 3 clusters Score -3118976 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3118999.000000 Penalty: 3572.733398
	Iteration 50Q: 3 clusters Score -3118999 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3119012.000000 Penalty: 3572.733398
	Iteration 51Q: 3 clusters Score -3119012 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3119025.500000 Penalty: 3572.733398
	Iteration 52Q: 3 clusters Score -3119026 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3119066.500000 Penalty: 3572.733398
	Iteration 53Q: 3 clusters Score -3119066 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3119119.500000 Penalty: 3572.733398
	Iteration 54Q: 3 clusters Score -3119120 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3119156.500000 Penalty: 3572.733398
	Iteration 55Q: 3 clusters Score -3119156 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3119211.750000 Penalty: 3572.733398
	Iteration 56Q: 3 clusters Score -3119212 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3119274.750000 Penalty: 3572.733398
	Iteration 57Q: 3 clusters Score -3119275 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3119331.000000 Penalty: 3572.733398
	Iteration 58Q: 3 clusters Score -3119331 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3119436.750000 Penalty: 3572.733398
	Iteration 59Q: 3 clusters Score -3119437 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3119539.500000 Penalty: 3572.733398
	Iteration 60F: 3 clusters Score -3119540 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3119669.750000 Penalty: 3572.733398
	Iteration 61Q: 3 clusters Score -3119670 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3119799.750000 Penalty: 3572.733398
	Iteration 62Q: 3 clusters Score -3119800 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3119969.250000 Penalty: 3572.733398
	Iteration 63Q: 3 clusters Score -3119969 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3120156.750000 Penalty: 3572.733398
	Iteration 64Q: 3 clusters Score -3120157 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3120339.250000 Penalty: 3572.733398
	Iteration 65Q: 3 clusters Score -3120339 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3120519.000000 Penalty: 3572.733398
	Iteration 66Q: 3 clusters Score -3120519 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3120693.000000 Penalty: 3572.733398
	Iteration 67Q: 3 clusters Score -3120693 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3120915.000000 Penalty: 3572.733398
	Iteration 68Q: 3 clusters Score -3120915 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3121174.750000 Penalty: 3572.733398
	Iteration 69Q: 3 clusters Score -3121175 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3121462.500000 Penalty: 3572.733398
	Iteration 70Q: 3 clusters Score -3121462 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3121760.500000 Penalty: 3572.733398
	Iteration 71Q: 3 clusters Score -3121760 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3122115.250000 Penalty: 3572.733398
	Iteration 72Q: 3 clusters Score -3122115 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3122500.000000 Penalty: 3572.733398
	Iteration 73Q: 3 clusters Score -3122500 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3122883.250000 Penalty: 3572.733398
	Iteration 74Q: 3 clusters Score -3122883 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3123271.250000 Penalty: 3572.733398
	Iteration 75Q: 3 clusters Score -3123271 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3123628.000000 Penalty: 3572.733398
	Iteration 76Q: 3 clusters Score -3123628 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3123916.000000 Penalty: 3572.733398
	Iteration 77Q: 3 clusters Score -3123916 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3124146.500000 Penalty: 3572.733398
	Iteration 78Q: 3 clusters Score -3124146 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3124342.000000 Penalty: 3572.733398
	Iteration 79Q: 3 clusters Score -3124342 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3124518.000000 Penalty: 3572.733398
	Iteration 80F: 3 clusters Score -3124518 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3124639.500000 Penalty: 3572.733398
	Iteration 81Q: 3 clusters Score -3124640 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3124765.750000 Penalty: 3572.733398
	Iteration 82Q: 3 clusters Score -3124766 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3124862.750000 Penalty: 3572.733398
	Iteration 83Q: 3 clusters Score -3124863 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3124936.250000 Penalty: 3572.733398
	Iteration 84Q: 3 clusters Score -3124936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3125005.250000 Penalty: 3572.733398
	Iteration 85Q: 3 clusters Score -3125005 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3125055.250000 Penalty: 3572.733398
	Iteration 86Q: 3 clusters Score -3125055 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3125120.500000 Penalty: 3572.733398
	Iteration 87Q: 3 clusters Score -3125120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3125148.750000 Penalty: 3572.733398
	Iteration 88Q: 3 clusters Score -3125149 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3125158.250000 Penalty: 3572.733398
	Iteration 89Q: 3 clusters Score -3125158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3125179.750000 Penalty: 3572.733398
	Iteration 90Q: 3 clusters Score -3125180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3125198.250000 Penalty: 3572.733398
	Iteration 91Q: 3 clusters Score -3125198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3125211.500000 Penalty: 3572.733398
	Iteration 92Q: 3 clusters Score -3125212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3125234.000000 Penalty: 3572.733398
	Iteration 93Q: 3 clusters Score -3125234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3125254.000000 Penalty: 3572.733398
	Iteration 94Q: 3 clusters Score -3125254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3125267.750000 Penalty: 3572.733398
	Iteration 95Q: 3 clusters Score -3125268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3125282.000000 Penalty: 3572.733398
	Iteration 96Q: 3 clusters Score -3125282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3125283.000000 Penalty: 3572.733398
	Iteration 97Q: 3 clusters Score -3125283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3125292.000000 Penalty: 3572.733398
	Iteration 98Q: 3 clusters Score -3125292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3125296.250000 Penalty: 3572.733398
	Iteration 99Q: 3 clusters Score -3125296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3125300.250000 Penalty: 3572.733398
	Iteration 100F: 3 clusters Score -3125300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3125306.500000 Penalty: 3572.733398
	Iteration 101Q: 3 clusters Score -3125306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3125307.750000 Penalty: 3572.733398
	Iteration 102Q: 3 clusters Score -3125308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3125315.250000 Penalty: 3572.733398
	Iteration 103Q: 3 clusters Score -3125315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3125321.250000 Penalty: 3572.733398
	Iteration 104Q: 3 clusters Score -3125321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3125326.250000 Penalty: 3572.733398
	Iteration 105Q: 3 clusters Score -3125326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3125327.500000 Penalty: 3572.733398
	Iteration 106Q: 3 clusters Score -3125328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3125326.500000 Penalty: 3572.733398
	Iteration 107Q: 3 clusters Score -3125326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3125328.750000 Penalty: 3572.733398
	Iteration 108Q: 3 clusters Score -3125329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3125327.750000 Penalty: 3572.733398
	Iteration 109Q: 3 clusters Score -3125328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3125326.500000 Penalty: 3572.733398
	Iteration 110Q: 3 clusters Score -3125326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3125324.500000 Penalty: 3572.733398
	Iteration 111Q: 3 clusters Score -3125324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3125324.000000 Penalty: 3572.733398
	Iteration 112Q: 3 clusters Score -3125324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3125324.000000 Penalty: 3572.733398
	Iteration 113F: 3 clusters Score -3125324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Entering Unmasked Estep 
Score: -1360994.875000 Penalty: 1651.362305
	Iteration 0F: 2 clusters Score -1360995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1343456.125000 Penalty: 3302.724609
	Iteration 0F: 3 clusters Score -1343456 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1350105.250000 Penalty: 3302.724609
	Iteration 1F: 3 clusters Score -1350105 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1350439.250000 Penalty: 3302.724609
	Iteration 2Q: 3 clusters Score -1350439 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1350799.875000 Penalty: 3302.724609
	Iteration 3Q: 3 clusters Score -1350800 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1351181.000000 Penalty: 3302.724609
	Iteration 4Q: 3 clusters Score -1351181 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1351595.500000 Penalty: 3302.724609
	Iteration 5Q: 3 clusters Score -1351596 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1352108.125000 Penalty: 3302.724609
	Iteration 6Q: 3 clusters Score -1352108 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1352637.000000 Penalty: 3302.724609
	Iteration 7Q: 3 clusters Score -1352637 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1353319.000000 Penalty: 3302.724609
	Iteration 8Q: 3 clusters Score -1353319 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1354169.625000 Penalty: 3302.724609
	Iteration 9F: 3 clusters Score -1354170 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1354969.125000 Penalty: 3302.724609
	Iteration 10F: 3 clusters Score -1354969 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1355559.750000 Penalty: 3302.724609
	Iteration 11Q: 3 clusters Score -1355560 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1355859.875000 Penalty: 3302.724609
	Iteration 12Q: 3 clusters Score -1355860 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1356008.375000 Penalty: 3302.724609
	Iteration 13Q: 3 clusters Score -1356008 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1356096.000000 Penalty: 3302.724609
	Iteration 14Q: 3 clusters Score -1356096 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1356135.875000 Penalty: 3302.724609
	Iteration 15Q: 3 clusters Score -1356136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1356162.750000 Penalty: 3302.724609
	Iteration 16Q: 3 clusters Score -1356163 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1356182.875000 Penalty: 3302.724609
	Iteration 17Q: 3 clusters Score -1356183 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1356200.250000 Penalty: 3302.724609
	Iteration 18Q: 3 clusters Score -1356200 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1356216.750000 Penalty: 3302.724609
	Iteration 19Q: 3 clusters Score -1356217 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1356244.750000 Penalty: 3302.724609
	Iteration 20F: 3 clusters Score -1356245 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1356269.375000 Penalty: 3302.724609
	Iteration 21Q: 3 clusters Score -1356269 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1356282.125000 Penalty: 3302.724609
	Iteration 22Q: 3 clusters Score -1356282 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1356301.375000 Penalty: 3302.724609
	Iteration 23Q: 3 clusters Score -1356301 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1356326.375000 Penalty: 3302.724609
	Iteration 24Q: 3 clusters Score -1356326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1356342.750000 Penalty: 3302.724609
	Iteration 25Q: 3 clusters Score -1356343 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1356362.500000 Penalty: 3302.724609
	Iteration 26Q: 3 clusters Score -1356362 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1356374.625000 Penalty: 3302.724609
	Iteration 27Q: 3 clusters Score -1356375 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1356391.250000 Penalty: 3302.724609
	Iteration 28Q: 3 clusters Score -1356391 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1356405.750000 Penalty: 3302.724609
	Iteration 29Q: 3 clusters Score -1356406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1356424.500000 Penalty: 3302.724609
	Iteration 30Q: 3 clusters Score -1356424 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1356439.250000 Penalty: 3302.724609
	Iteration 31Q: 3 clusters Score -1356439 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1356450.750000 Penalty: 3302.724609
	Iteration 32Q: 3 clusters Score -1356451 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1356466.125000 Penalty: 3302.724609
	Iteration 33Q: 3 clusters Score -1356466 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1356473.250000 Penalty: 3302.724609
	Iteration 34Q: 3 clusters Score -1356473 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1356495.500000 Penalty: 3302.724609
	Iteration 35Q: 3 clusters Score -1356496 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1356504.875000 Penalty: 3302.724609
	Iteration 36Q: 3 clusters Score -1356505 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1356517.375000 Penalty: 3302.724609
	Iteration 37Q: 3 clusters Score -1356517 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1356527.750000 Penalty: 3302.724609
	Iteration 38Q: 3 clusters Score -1356528 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1356541.625000 Penalty: 3302.724609
	Iteration 39Q: 3 clusters Score -1356542 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1356555.625000 Penalty: 3302.724609
	Iteration 40F: 3 clusters Score -1356556 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1356573.375000 Penalty: 3302.724609
	Iteration 41Q: 3 clusters Score -1356573 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1356592.500000 Penalty: 3302.724609
	Iteration 42Q: 3 clusters Score -1356592 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1356614.125000 Penalty: 3302.724609
	Iteration 43Q: 3 clusters Score -1356614 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1356633.250000 Penalty: 3302.724609
	Iteration 44Q: 3 clusters Score -1356633 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1356655.000000 Penalty: 3302.724609
	Iteration 45Q: 3 clusters Score -1356655 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1356687.875000 Penalty: 3302.724609
	Iteration 46Q: 3 clusters Score -1356688 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1356725.125000 Penalty: 3302.724609
	Iteration 47Q: 3 clusters Score -1356725 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1356771.375000 Penalty: 3302.724609
	Iteration 48Q: 3 clusters Score -1356771 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1356829.625000 Penalty: 3302.724609
	Iteration 49Q: 3 clusters Score -1356830 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1356870.750000 Penalty: 3302.724609
	Iteration 50Q: 3 clusters Score -1356871 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1356908.000000 Penalty: 3302.724609
	Iteration 51Q: 3 clusters Score -1356908 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1356957.750000 Penalty: 3302.724609
	Iteration 52Q: 3 clusters Score -1356958 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1357020.500000 Penalty: 3302.724609
	Iteration 53Q: 3 clusters Score -1357020 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1357092.125000 Penalty: 3302.724609
	Iteration 54Q: 3 clusters Score -1357092 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1357156.875000 Penalty: 3302.724609
	Iteration 55Q: 3 clusters Score -1357157 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1357237.000000 Penalty: 3302.724609
	Iteration 56Q: 3 clusters Score -1357237 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1357329.875000 Penalty: 3302.724609
	Iteration 57Q: 3 clusters Score -1357330 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1357417.750000 Penalty: 3302.724609
	Iteration 58Q: 3 clusters Score -1357418 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1357525.375000 Penalty: 3302.724609
	Iteration 59Q: 3 clusters Score -1357525 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1357649.875000 Penalty: 3302.724609
	Iteration 60F: 3 clusters Score -1357650 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1357785.875000 Penalty: 3302.724609
	Iteration 61Q: 3 clusters Score -1357786 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1357912.750000 Penalty: 3302.724609
	Iteration 62Q: 3 clusters Score -1357913 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1358032.250000 Penalty: 3302.724609
	Iteration 63Q: 3 clusters Score -1358032 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1358115.625000 Penalty: 3302.724609
	Iteration 64Q: 3 clusters Score -1358116 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1358205.375000 Penalty: 3302.724609
	Iteration 65Q: 3 clusters Score -1358205 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1358312.125000 Penalty: 3302.724609
	Iteration 66Q: 3 clusters Score -1358312 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1358404.750000 Penalty: 3302.724609
	Iteration 67Q: 3 clusters Score -1358405 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1358498.875000 Penalty: 3302.724609
	Iteration 68Q: 3 clusters Score -1358499 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1358583.500000 Penalty: 3302.724609
	Iteration 69Q: 3 clusters Score -1358584 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1358684.625000 Penalty: 3302.724609
	Iteration 70Q: 3 clusters Score -1358685 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1358793.125000 Penalty: 3302.724609
	Iteration 71Q: 3 clusters Score -1358793 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1358903.625000 Penalty: 3302.724609
	Iteration 72Q: 3 clusters Score -1358904 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1358998.625000 Penalty: 3302.724609
	Iteration 73Q: 3 clusters Score -1358999 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1359071.250000 Penalty: 3302.724609
	Iteration 74Q: 3 clusters Score -1359071 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1359131.500000 Penalty: 3302.724609
	Iteration 75Q: 3 clusters Score -1359132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1359194.375000 Penalty: 3302.724609
	Iteration 76Q: 3 clusters Score -1359194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1359247.125000 Penalty: 3302.724609
	Iteration 77Q: 3 clusters Score -1359247 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1359300.500000 Penalty: 3302.724609
	Iteration 78Q: 3 clusters Score -1359300 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1359349.250000 Penalty: 3302.724609
	Iteration 79Q: 3 clusters Score -1359349 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1359385.000000 Penalty: 3302.724609
	Iteration 80F: 3 clusters Score -1359385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1359402.125000 Penalty: 3302.724609
	Iteration 81Q: 3 clusters Score -1359402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1359422.125000 Penalty: 3302.724609
	Iteration 82Q: 3 clusters Score -1359422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1359439.125000 Penalty: 3302.724609
	Iteration 83Q: 3 clusters Score -1359439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1359459.375000 Penalty: 3302.724609
	Iteration 84Q: 3 clusters Score -1359459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1359470.750000 Penalty: 3302.724609
	Iteration 85Q: 3 clusters Score -1359471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1359483.125000 Penalty: 3302.724609
	Iteration 86Q: 3 clusters Score -1359483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1359492.375000 Penalty: 3302.724609
	Iteration 87Q: 3 clusters Score -1359492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1359507.500000 Penalty: 3302.724609
	Iteration 88Q: 3 clusters Score -1359508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1359517.500000 Penalty: 3302.724609
	Iteration 89Q: 3 clusters Score -1359518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1359524.625000 Penalty: 3302.724609
	Iteration 90Q: 3 clusters Score -1359525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1359528.375000 Penalty: 3302.724609
	Iteration 91Q: 3 clusters Score -1359528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1359532.250000 Penalty: 3302.724609
	Iteration 92Q: 3 clusters Score -1359532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1359534.375000 Penalty: 3302.724609
	Iteration 93Q: 3 clusters Score -1359534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1359532.750000 Penalty: 3302.724609
	Iteration 94Q: 3 clusters Score -1359533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1359537.250000 Penalty: 3302.724609
	Iteration 95Q: 3 clusters Score -1359537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1359539.125000 Penalty: 3302.724609
	Iteration 96Q: 3 clusters Score -1359539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1359543.875000 Penalty: 3302.724609
	Iteration 97Q: 3 clusters Score -1359544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1359546.750000 Penalty: 3302.724609
	Iteration 98Q: 3 clusters Score -1359547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1359551.125000 Penalty: 3302.724609
	Iteration 99Q: 3 clusters Score -1359551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1359552.875000 Penalty: 3302.724609
	Iteration 100F: 3 clusters Score -1359553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1359551.375000 Penalty: 3302.724609
	Iteration 101Q: 3 clusters Score -1359551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1359551.375000 Penalty: 3302.724609
	Iteration 102F: 3 clusters Score -1359551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Entering Unmasked Estep 
Score: -3379904.500000 Penalty: 1799.840088
	Iteration 0F: 2 clusters Score -3379904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -3336774.750000 Penalty: 3599.680176
	Iteration 0F: 3 clusters Score -3336775 nChanged 30559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -3354390.500000 Penalty: 3599.680176
	Iteration 1F: 3 clusters Score -3354390 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -3355076.000000 Penalty: 3599.680176
	Iteration 2Q: 3 clusters Score -3355076 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -3355960.500000 Penalty: 3599.680176
	Iteration 3Q: 3 clusters Score -3355960 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -3357027.250000 Penalty: 3599.680176
	Iteration 4Q: 3 clusters Score -3357027 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -3358397.500000 Penalty: 3599.680176
	Iteration 5F: 3 clusters Score -3358398 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -3360278.000000 Penalty: 3599.680176
	Iteration 6F: 3 clusters Score -3360278 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -3362959.500000 Penalty: 3599.680176
	Iteration 7F: 3 clusters Score -3362960 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -3366431.500000 Penalty: 3599.680176
	Iteration 8F: 3 clusters Score -3366432 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -3370273.250000 Penalty: 3599.680176
	Iteration 9F: 3 clusters Score -3370273 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -3373713.250000 Penalty: 3599.680176
	Iteration 10F: 3 clusters Score -3373713 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -3376209.750000 Penalty: 3599.680176
	Iteration 11Q: 3 clusters Score -3376210 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -3377521.000000 Penalty: 3599.680176
	Iteration 12Q: 3 clusters Score -3377521 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -3377985.500000 Penalty: 3599.680176
	Iteration 13Q: 3 clusters Score -3377986 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -3378180.500000 Penalty: 3599.680176
	Iteration 14Q: 3 clusters Score -3378180 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -3378287.000000 Penalty: 3599.680176
	Iteration 15Q: 3 clusters Score -3378287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -3378346.250000 Penalty: 3599.680176
	Iteration 16Q: 3 clusters Score -3378346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -3378367.000000 Penalty: 3599.680176
	Iteration 17Q: 3 clusters Score -3378367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -3378384.000000 Penalty: 3599.680176
	Iteration 18Q: 3 clusters Score -3378384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -3378390.000000 Penalty: 3599.680176
	Iteration 19Q: 3 clusters Score -3378390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -3378397.750000 Penalty: 3599.680176
	Iteration 20F: 3 clusters Score -3378398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -3378399.250000 Penalty: 3599.680176
	Iteration 21Q: 3 clusters Score -3378399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -3378399.000000 Penalty: 3599.680176
	Iteration 22Q: 3 clusters Score -3378399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -3378399.000000 Penalty: 3599.680176
	Iteration 23F: 3 clusters Score -3378399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Entering Unmasked Estep 
Score: -2691841.500000 Penalty: 1761.259766
	Iteration 0F: 2 clusters Score -2691842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -2657866.000000 Penalty: 3522.519531
	Iteration 0F: 3 clusters Score -2657866 nChanged 23859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -2671419.000000 Penalty: 3522.519531
	Iteration 1F: 3 clusters Score -2671419 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2671915.750000 Penalty: 3522.519531
	Iteration 2Q: 3 clusters Score -2671916 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -2672404.250000 Penalty: 3522.519531
	Iteration 3Q: 3 clusters Score -2672404 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -2672970.500000 Penalty: 3522.519531
	Iteration 4Q: 3 clusters Score -2672970 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -2673760.000000 Penalty: 3522.519531
	Iteration 5Q: 3 clusters Score -2673760 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -2674980.500000 Penalty: 3522.519531
	Iteration 6Q: 3 clusters Score -2674980 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -2676770.500000 Penalty: 3522.519531
	Iteration 7F: 3 clusters Score -2676770 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -2679233.250000 Penalty: 3522.519531
	Iteration 8F: 3 clusters Score -2679233 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -2682044.250000 Penalty: 3522.519531
	Iteration 9F: 3 clusters Score -2682044 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -2684322.000000 Penalty: 3522.519531
	Iteration 10F: 3 clusters Score -2684322 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -2685828.000000 Penalty: 3522.519531
	Iteration 11Q: 3 clusters Score -2685828 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -2686722.500000 Penalty: 3522.519531
	Iteration 12Q: 3 clusters Score -2686722 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -2687419.000000 Penalty: 3522.519531
	Iteration 13Q: 3 clusters Score -2687419 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -2687958.750000 Penalty: 3522.519531
	Iteration 14Q: 3 clusters Score -2687959 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -2688422.000000 Penalty: 3522.519531
	Iteration 15Q: 3 clusters Score -2688422 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -2688808.500000 Penalty: 3522.519531
	Iteration 16Q: 3 clusters Score -2688808 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -2689145.000000 Penalty: 3522.519531
	Iteration 17Q: 3 clusters Score -2689145 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -2689421.500000 Penalty: 3522.519531
	Iteration 18Q: 3 clusters Score -2689422 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -2689640.250000 Penalty: 3522.519531
	Iteration 19Q: 3 clusters Score -2689640 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -2689804.750000 Penalty: 3522.519531
	Iteration 20F: 3 clusters Score -2689805 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -2689922.000000 Penalty: 3522.519531
	Iteration 21Q: 3 clusters Score -2689922 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -2690022.500000 Penalty: 3522.519531
	Iteration 22Q: 3 clusters Score -2690022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -2690085.750000 Penalty: 3522.519531
	Iteration 23Q: 3 clusters Score -2690086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -2690134.750000 Penalty: 3522.519531
	Iteration 24Q: 3 clusters Score -2690135 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -2690172.750000 Penalty: 3522.519531
	Iteration 25Q: 3 clusters Score -2690173 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -2690191.500000 Penalty: 3522.519531
	Iteration 26Q: 3 clusters Score -2690192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -2690220.750000 Penalty: 3522.519531
	Iteration 27Q: 3 clusters Score -2690221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -2690247.750000 Penalty: 3522.519531
	Iteration 28Q: 3 clusters Score -2690248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -2690260.500000 Penalty: 3522.519531
	Iteration 29Q: 3 clusters Score -2690260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -2690269.250000 Penalty: 3522.519531
	Iteration 30Q: 3 clusters Score -2690269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -2690281.000000 Penalty: 3522.519531
	Iteration 31Q: 3 clusters Score -2690281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -2690290.750000 Penalty: 3522.519531
	Iteration 32Q: 3 clusters Score -2690291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -2690302.000000 Penalty: 3522.519531
	Iteration 33Q: 3 clusters Score -2690302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -2690320.750000 Penalty: 3522.519531
	Iteration 34Q: 3 clusters Score -2690321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -2690323.250000 Penalty: 3522.519531
	Iteration 35Q: 3 clusters Score -2690323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -2690323.000000 Penalty: 3522.519531
	Iteration 36Q: 3 clusters Score -2690323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -2690326.750000 Penalty: 3522.519531
	Iteration 37Q: 3 clusters Score -2690327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -2690326.000000 Penalty: 3522.519531
	Iteration 38Q: 3 clusters Score -2690326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -2690326.000000 Penalty: 3522.519531
	Iteration 39F: 3 clusters Score -2690326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54110 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66735 members 
Mstep: Class 10 contains 31044 members 
Mstep: Class 11 contains 32725 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25906 members 
Mstep: Class 20 contains 64598 members 
Mstep: Class 21 contains 50946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840464.000000 Penalty: 25233.794922
Iteration 119Q: 13 clusters Score -2.084046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54107 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66738 members 
Mstep: Class 10 contains 31044 members 
Mstep: Class 11 contains 32725 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25906 members 
Mstep: Class 20 contains 64598 members 
Mstep: Class 21 contains 50946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840458.000000 Penalty: 25233.794922
Iteration 120F: 13 clusters Score -2.084046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54105 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66741 members 
Mstep: Class 10 contains 31044 members 
Mstep: Class 11 contains 32725 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25906 members 
Mstep: Class 20 contains 64598 members 
Mstep: Class 21 contains 50945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840462.000000 Penalty: 25233.794922
Iteration 121Q: 13 clusters Score -2.084046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 3 contains 54105 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 66741 members 
Mstep: Class 10 contains 31044 members 
Mstep: Class 11 contains 32725 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 14 contains 59458 members 
Mstep: Class 15 contains 25906 members 
Mstep: Class 20 contains 64598 members 
Mstep: Class 21 contains 50945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20840462.000000 Penalty: 25233.794922
Iteration 122F: 13 clusters Score -2.084046e+07 nChanged 0
Entering ConstructFrom: 
Score: -20840462.000000 Penalty: 25233.794922
Entering ConstructFrom: 
Trying to split cluster 3 (54105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Entering Unmasked Estep 
Score: -2798142.000000 Penalty: 1771.035767
	Iteration 0F: 2 clusters Score -2798142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -2761848.250000 Penalty: 3542.071533
	Iteration 0F: 3 clusters Score -2761848 nChanged 25514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -2776490.500000 Penalty: 3542.071533
	Iteration 1F: 3 clusters Score -2776490 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -2777445.750000 Penalty: 3542.071533
	Iteration 2Q: 3 clusters Score -2777446 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -2779053.000000 Penalty: 3542.071533
	Iteration 3F: 3 clusters Score -2779053 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -2781637.250000 Penalty: 3542.071533
	Iteration 4F: 3 clusters Score -2781637 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -2785514.250000 Penalty: 3542.071533
	Iteration 5F: 3 clusters Score -2785514 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -2789724.500000 Penalty: 3542.071533
	Iteration 6F: 3 clusters Score -2789724 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -2792346.000000 Penalty: 3542.071533
	Iteration 7F: 3 clusters Score -2792346 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -2793534.500000 Penalty: 3542.071533
	Iteration 8Q: 3 clusters Score -2793534 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -2794252.250000 Penalty: 3542.071533
	Iteration 9Q: 3 clusters Score -2794252 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -2794808.750000 Penalty: 3542.071533
	Iteration 10Q: 3 clusters Score -2794809 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -2795243.750000 Penalty: 3542.071533
	Iteration 11Q: 3 clusters Score -2795244 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -2795595.000000 Penalty: 3542.071533
	Iteration 12Q: 3 clusters Score -2795595 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -2795863.250000 Penalty: 3542.071533
	Iteration 13Q: 3 clusters Score -2795863 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -2796079.250000 Penalty: 3542.071533
	Iteration 14Q: 3 clusters Score -2796079 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -2796288.000000 Penalty: 3542.071533
	Iteration 15Q: 3 clusters Score -2796288 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -2796422.750000 Penalty: 3542.071533
	Iteration 16Q: 3 clusters Score -2796423 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -2796538.250000 Penalty: 3542.071533
	Iteration 17Q: 3 clusters Score -2796538 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -2796631.250000 Penalty: 3542.071533
	Iteration 18Q: 3 clusters Score -2796631 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -2796742.750000 Penalty: 3542.071533
	Iteration 19Q: 3 clusters Score -2796743 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -2796849.750000 Penalty: 3542.071533
	Iteration 20F: 3 clusters Score -2796850 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -2796927.750000 Penalty: 3542.071533
	Iteration 21Q: 3 clusters Score -2796928 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -2796990.500000 Penalty: 3542.071533
	Iteration 22Q: 3 clusters Score -2796990 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -2797060.250000 Penalty: 3542.071533
	Iteration 23Q: 3 clusters Score -2797060 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -2797128.750000 Penalty: 3542.071533
	Iteration 24Q: 3 clusters Score -2797129 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -2797176.500000 Penalty: 3542.071533
	Iteration 25Q: 3 clusters Score -2797176 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -2797219.250000 Penalty: 3542.071533
	Iteration 26Q: 3 clusters Score -2797219 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -2797256.500000 Penalty: 3542.071533
	Iteration 27Q: 3 clusters Score -2797256 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -2797283.000000 Penalty: 3542.071533
	Iteration 28Q: 3 clusters Score -2797283 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -2797297.500000 Penalty: 3542.071533
	Iteration 29Q: 3 clusters Score -2797298 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -2797312.750000 Penalty: 3542.071533
	Iteration 30Q: 3 clusters Score -2797313 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -2797328.500000 Penalty: 3542.071533
	Iteration 31Q: 3 clusters Score -2797328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -2797348.250000 Penalty: 3542.071533
	Iteration 32Q: 3 clusters Score -2797348 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -2797363.500000 Penalty: 3542.071533
	Iteration 33Q: 3 clusters Score -2797364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -2797366.500000 Penalty: 3542.071533
	Iteration 34Q: 3 clusters Score -2797366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -2797371.500000 Penalty: 3542.071533
	Iteration 35Q: 3 clusters Score -2797372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -2797371.500000 Penalty: 3542.071533
	Iteration 36Q: 3 clusters Score -2797372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -2797382.000000 Penalty: 3542.071533
	Iteration 37Q: 3 clusters Score -2797382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -2797401.500000 Penalty: 3542.071533
	Iteration 38Q: 3 clusters Score -2797402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -2797411.000000 Penalty: 3542.071533
	Iteration 39Q: 3 clusters Score -2797411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -2797416.000000 Penalty: 3542.071533
	Iteration 40F: 3 clusters Score -2797416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -2797416.750000 Penalty: 3542.071533
	Iteration 41Q: 3 clusters Score -2797417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -2797419.750000 Penalty: 3542.071533
	Iteration 42Q: 3 clusters Score -2797420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -2797418.750000 Penalty: 3542.071533
	Iteration 43Q: 3 clusters Score -2797419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -2797413.250000 Penalty: 3542.071533
	Iteration 44Q: 3 clusters Score -2797413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -2797420.250000 Penalty: 3542.071533
	Iteration 45Q: 3 clusters Score -2797420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -2797418.750000 Penalty: 3542.071533
	Iteration 46Q: 3 clusters Score -2797419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -2797422.000000 Penalty: 3542.071533
	Iteration 47Q: 3 clusters Score -2797422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -2797430.000000 Penalty: 3542.071533
	Iteration 48Q: 3 clusters Score -2797430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -2797426.750000 Penalty: 3542.071533
	Iteration 49Q: 3 clusters Score -2797427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -2797425.500000 Penalty: 3542.071533
	Iteration 50Q: 3 clusters Score -2797426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -2797422.500000 Penalty: 3542.071533
	Iteration 51Q: 3 clusters Score -2797422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -2797426.250000 Penalty: 3542.071533
	Iteration 52Q: 3 clusters Score -2797426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -2797427.000000 Penalty: 3542.071533
	Iteration 53Q: 3 clusters Score -2797427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -2797424.500000 Penalty: 3542.071533
	Iteration 54Q: 3 clusters Score -2797424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -2797424.500000 Penalty: 3542.071533
	Iteration 55Q: 3 clusters Score -2797424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -2797426.500000 Penalty: 3542.071533
	Iteration 56Q: 3 clusters Score -2797426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -2797422.250000 Penalty: 3542.071533
	Iteration 57Q: 3 clusters Score -2797422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -2797427.250000 Penalty: 3542.071533
	Iteration 58Q: 3 clusters Score -2797427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -2797426.000000 Penalty: 3542.071533
	Iteration 59Q: 3 clusters Score -2797426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -2797427.500000 Penalty: 3542.071533
	Iteration 60F: 3 clusters Score -2797428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -2797426.250000 Penalty: 3542.071533
	Iteration 61Q: 3 clusters Score -2797426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -2797425.500000 Penalty: 3542.071533
	Iteration 62Q: 3 clusters Score -2797426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -2797427.250000 Penalty: 3542.071533
	Iteration 63Q: 3 clusters Score -2797427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -2797429.500000 Penalty: 3542.071533
	Iteration 64Q: 3 clusters Score -2797430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -2797432.250000 Penalty: 3542.071533
	Iteration 65Q: 3 clusters Score -2797432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -2797428.750000 Penalty: 3542.071533
	Iteration 66Q: 3 clusters Score -2797429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -2797429.250000 Penalty: 3542.071533
	Iteration 67Q: 3 clusters Score -2797429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -2797425.000000 Penalty: 3542.071533
	Iteration 68Q: 3 clusters Score -2797425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -2797432.000000 Penalty: 3542.071533
	Iteration 69Q: 3 clusters Score -2797432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -2797431.250000 Penalty: 3542.071533
	Iteration 70Q: 3 clusters Score -2797431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -2797431.250000 Penalty: 3542.071533
	Iteration 71F: 3 clusters Score -2797431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -135800.593750 Penalty: 1281.427124
	Iteration 0F: 2 clusters Score -135800.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -133294.687500 Penalty: 2562.854248
	Iteration 0F: 3 clusters Score -133294.7 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -133856.187500 Penalty: 2562.854248
	Iteration 1F: 3 clusters Score -133856.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -133963.812500 Penalty: 2562.854248
	Iteration 2F: 3 clusters Score -133963.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -134029.625000 Penalty: 2562.854248
	Iteration 3Q: 3 clusters Score -134029.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -134069.187500 Penalty: 2562.854248
	Iteration 4Q: 3 clusters Score -134069.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -134095.468750 Penalty: 2562.854248
	Iteration 5Q: 3 clusters Score -134095.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -134118.546875 Penalty: 2562.854248
	Iteration 6Q: 3 clusters Score -134118.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -134138.171875 Penalty: 2562.854248
	Iteration 7Q: 3 clusters Score -134138.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -134160.468750 Penalty: 2562.854248
	Iteration 8Q: 3 clusters Score -134160.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -134184.781250 Penalty: 2562.854248
	Iteration 9Q: 3 clusters Score -134184.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -134208.015625 Penalty: 2562.854248
	Iteration 10Q: 3 clusters Score -134208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -134239.031250 Penalty: 2562.854248
	Iteration 11Q: 3 clusters Score -134239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -134267.859375 Penalty: 2562.854248
	Iteration 12Q: 3 clusters Score -134267.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -134288.500000 Penalty: 2562.854248
	Iteration 13Q: 3 clusters Score -134288.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -134308.703125 Penalty: 2562.854248
	Iteration 14Q: 3 clusters Score -134308.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -134324.734375 Penalty: 2562.854248
	Iteration 15Q: 3 clusters Score -134324.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -134343.109375 Penalty: 2562.854248
	Iteration 16Q: 3 clusters Score -134343.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -134365.421875 Penalty: 2562.854248
	Iteration 17Q: 3 clusters Score -134365.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -134381.640625 Penalty: 2562.854248
	Iteration 18Q: 3 clusters Score -134381.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -134395.140625 Penalty: 2562.854248
	Iteration 19Q: 3 clusters Score -134395.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -134410.656250 Penalty: 2562.854248
	Iteration 20F: 3 clusters Score -134410.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -134424.187500 Penalty: 2562.854248
	Iteration 21Q: 3 clusters Score -134424.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -134438.234375 Penalty: 2562.854248
	Iteration 22Q: 3 clusters Score -134438.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -134454.578125 Penalty: 2562.854248
	Iteration 23Q: 3 clusters Score -134454.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -134478.234375 Penalty: 2562.854248
	Iteration 24Q: 3 clusters Score -134478.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -134496.812500 Penalty: 2562.854248
	Iteration 25Q: 3 clusters Score -134496.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -134506.828125 Penalty: 2562.854248
	Iteration 26Q: 3 clusters Score -134506.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -134519.546875 Penalty: 2562.854248
	Iteration 27Q: 3 clusters Score -134519.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -134527.531250 Penalty: 2562.854248
	Iteration 28Q: 3 clusters Score -134527.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -134536.203125 Penalty: 2562.854248
	Iteration 29Q: 3 clusters Score -134536.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -134546.734375 Penalty: 2562.854248
	Iteration 30Q: 3 clusters Score -134546.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -134557.421875 Penalty: 2562.854248
	Iteration 31Q: 3 clusters Score -134557.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -134566.734375 Penalty: 2562.854248
	Iteration 32Q: 3 clusters Score -134566.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -134568.906250 Penalty: 2562.854248
	Iteration 33Q: 3 clusters Score -134568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -134570.781250 Penalty: 2562.854248
	Iteration 34Q: 3 clusters Score -134570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -134571.296875 Penalty: 2562.854248
	Iteration 35Q: 3 clusters Score -134571.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -134573.093750 Penalty: 2562.854248
	Iteration 36Q: 3 clusters Score -134573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -134577.031250 Penalty: 2562.854248
	Iteration 37Q: 3 clusters Score -134577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -134580.437500 Penalty: 2562.854248
	Iteration 38Q: 3 clusters Score -134580.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -134583.984375 Penalty: 2562.854248
	Iteration 39Q: 3 clusters Score -134584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -134588.296875 Penalty: 2562.854248
	Iteration 40F: 3 clusters Score -134588.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -134594.250000 Penalty: 2562.854248
	Iteration 41Q: 3 clusters Score -134594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -134597.687500 Penalty: 2562.854248
	Iteration 42Q: 3 clusters Score -134597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -134599.921875 Penalty: 2562.854248
	Iteration 43Q: 3 clusters Score -134599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -134601.703125 Penalty: 2562.854248
	Iteration 44Q: 3 clusters Score -134601.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -134602.796875 Penalty: 2562.854248
	Iteration 45Q: 3 clusters Score -134602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -134604.015625 Penalty: 2562.854248
	Iteration 46Q: 3 clusters Score -134604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -134605.765625 Penalty: 2562.854248
	Iteration 47Q: 3 clusters Score -134605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -134605.765625 Penalty: 2562.854248
	Iteration 48F: 3 clusters Score -134605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -132814.562500 Penalty: 1275.007324
	Iteration 0F: 2 clusters Score -132814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -130339.125000 Penalty: 2550.014648
	Iteration 0F: 3 clusters Score -130339.1 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -130892.351562 Penalty: 2550.014648
	Iteration 1F: 3 clusters Score -130892.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -131002.031250 Penalty: 2550.014648
	Iteration 2F: 3 clusters Score -131002 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -131065.875000 Penalty: 2550.014648
	Iteration 3Q: 3 clusters Score -131065.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -131107.812500 Penalty: 2550.014648
	Iteration 4Q: 3 clusters Score -131107.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -131152.562500 Penalty: 2550.014648
	Iteration 5Q: 3 clusters Score -131152.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -131186.343750 Penalty: 2550.014648
	Iteration 6Q: 3 clusters Score -131186.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -131209.328125 Penalty: 2550.014648
	Iteration 7Q: 3 clusters Score -131209.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -131228.500000 Penalty: 2550.014648
	Iteration 8Q: 3 clusters Score -131228.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -131244.281250 Penalty: 2550.014648
	Iteration 9Q: 3 clusters Score -131244.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -131260.109375 Penalty: 2550.014648
	Iteration 10Q: 3 clusters Score -131260.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -131272.000000 Penalty: 2550.014648
	Iteration 11Q: 3 clusters Score -131272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -131279.781250 Penalty: 2550.014648
	Iteration 12Q: 3 clusters Score -131279.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -131282.921875 Penalty: 2550.014648
	Iteration 13Q: 3 clusters Score -131282.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -131287.000000 Penalty: 2550.014648
	Iteration 14Q: 3 clusters Score -131287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -131289.515625 Penalty: 2550.014648
	Iteration 15Q: 3 clusters Score -131289.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -131292.750000 Penalty: 2550.014648
	Iteration 16Q: 3 clusters Score -131292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -131295.687500 Penalty: 2550.014648
	Iteration 17Q: 3 clusters Score -131295.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -131298.109375 Penalty: 2550.014648
	Iteration 18Q: 3 clusters Score -131298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -131299.625000 Penalty: 2550.014648
	Iteration 19Q: 3 clusters Score -131299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -131301.359375 Penalty: 2550.014648
	Iteration 20F: 3 clusters Score -131301.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -131304.546875 Penalty: 2550.014648
	Iteration 21Q: 3 clusters Score -131304.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -131307.671875 Penalty: 2550.014648
	Iteration 22Q: 3 clusters Score -131307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -131309.468750 Penalty: 2550.014648
	Iteration 23Q: 3 clusters Score -131309.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -131312.484375 Penalty: 2550.014648
	Iteration 24Q: 3 clusters Score -131312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -131315.703125 Penalty: 2550.014648
	Iteration 25Q: 3 clusters Score -131315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -131318.875000 Penalty: 2550.014648
	Iteration 26Q: 3 clusters Score -131318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -131323.578125 Penalty: 2550.014648
	Iteration 27Q: 3 clusters Score -131323.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -131327.171875 Penalty: 2550.014648
	Iteration 28Q: 3 clusters Score -131327.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -131332.937500 Penalty: 2550.014648
	Iteration 29Q: 3 clusters Score -131332.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -131340.656250 Penalty: 2550.014648
	Iteration 30Q: 3 clusters Score -131340.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -131348.140625 Penalty: 2550.014648
	Iteration 31Q: 3 clusters Score -131348.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -131358.296875 Penalty: 2550.014648
	Iteration 32Q: 3 clusters Score -131358.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -131366.875000 Penalty: 2550.014648
	Iteration 33Q: 3 clusters Score -131366.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -131377.015625 Penalty: 2550.014648
	Iteration 34Q: 3 clusters Score -131377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -131390.312500 Penalty: 2550.014648
	Iteration 35Q: 3 clusters Score -131390.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -131405.953125 Penalty: 2550.014648
	Iteration 36Q: 3 clusters Score -131406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -131420.609375 Penalty: 2550.014648
	Iteration 37Q: 3 clusters Score -131420.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -131432.093750 Penalty: 2550.014648
	Iteration 38Q: 3 clusters Score -131432.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -131444.734375 Penalty: 2550.014648
	Iteration 39Q: 3 clusters Score -131444.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -131453.859375 Penalty: 2550.014648
	Iteration 40F: 3 clusters Score -131453.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -131468.203125 Penalty: 2550.014648
	Iteration 41Q: 3 clusters Score -131468.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -131482.359375 Penalty: 2550.014648
	Iteration 42Q: 3 clusters Score -131482.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -131491.390625 Penalty: 2550.014648
	Iteration 43Q: 3 clusters Score -131491.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -131501.171875 Penalty: 2550.014648
	Iteration 44Q: 3 clusters Score -131501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -131512.843750 Penalty: 2550.014648
	Iteration 45Q: 3 clusters Score -131512.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -131525.562500 Penalty: 2550.014648
	Iteration 46Q: 3 clusters Score -131525.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -131537.015625 Penalty: 2550.014648
	Iteration 47Q: 3 clusters Score -131537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -131549.531250 Penalty: 2550.014648
	Iteration 48Q: 3 clusters Score -131549.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -131561.546875 Penalty: 2550.014648
	Iteration 49Q: 3 clusters Score -131561.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -131572.625000 Penalty: 2550.014648
	Iteration 50Q: 3 clusters Score -131572.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -131586.921875 Penalty: 2550.014648
	Iteration 51Q: 3 clusters Score -131586.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -131597.109375 Penalty: 2550.014648
	Iteration 52Q: 3 clusters Score -131597.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -131602.781250 Penalty: 2550.014648
	Iteration 53Q: 3 clusters Score -131602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -131607.687500 Penalty: 2550.014648
	Iteration 54Q: 3 clusters Score -131607.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -131609.828125 Penalty: 2550.014648
	Iteration 55Q: 3 clusters Score -131609.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -131612.781250 Penalty: 2550.014648
	Iteration 56Q: 3 clusters Score -131612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -131617.671875 Penalty: 2550.014648
	Iteration 57Q: 3 clusters Score -131617.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -131622.875000 Penalty: 2550.014648
	Iteration 58Q: 3 clusters Score -131622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -131625.703125 Penalty: 2550.014648
	Iteration 59Q: 3 clusters Score -131625.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -131630.234375 Penalty: 2550.014648
	Iteration 60F: 3 clusters Score -131630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -131633.312500 Penalty: 2550.014648
	Iteration 61Q: 3 clusters Score -131633.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -131640.953125 Penalty: 2550.014648
	Iteration 62Q: 3 clusters Score -131641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -131650.750000 Penalty: 2550.014648
	Iteration 63Q: 3 clusters Score -131650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -131656.968750 Penalty: 2550.014648
	Iteration 64Q: 3 clusters Score -131657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -131658.546875 Penalty: 2550.014648
	Iteration 65Q: 3 clusters Score -131658.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -131659.703125 Penalty: 2550.014648
	Iteration 66Q: 3 clusters Score -131659.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -131660.609375 Penalty: 2550.014648
	Iteration 67Q: 3 clusters Score -131660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -131661.218750 Penalty: 2550.014648
	Iteration 68Q: 3 clusters Score -131661.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -131661.562500 Penalty: 2550.014648
	Iteration 69Q: 3 clusters Score -131661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -131663.109375 Penalty: 2550.014648
	Iteration 70Q: 3 clusters Score -131663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -131664.171875 Penalty: 2550.014648
	Iteration 71Q: 3 clusters Score -131664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -131667.203125 Penalty: 2550.014648
	Iteration 72Q: 3 clusters Score -131667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -131669.156250 Penalty: 2550.014648
	Iteration 73Q: 3 clusters Score -131669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -131670.093750 Penalty: 2550.014648
	Iteration 74Q: 3 clusters Score -131670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -131672.718750 Penalty: 2550.014648
	Iteration 75Q: 3 clusters Score -131672.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -131675.062500 Penalty: 2550.014648
	Iteration 76Q: 3 clusters Score -131675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -131676.531250 Penalty: 2550.014648
	Iteration 77Q: 3 clusters Score -131676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -131676.765625 Penalty: 2550.014648
	Iteration 78Q: 3 clusters Score -131676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -131677.046875 Penalty: 2550.014648
	Iteration 79Q: 3 clusters Score -131677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -131677.046875 Penalty: 2550.014648
	Iteration 80F: 3 clusters Score -131677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Entering Unmasked Estep 
Score: -932741.687500 Penalty: 1588.949585
	Iteration 0F: 2 clusters Score -932741.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -920607.187500 Penalty: 3177.899170
	Iteration 0F: 3 clusters Score -920607.2 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -924950.125000 Penalty: 3177.899170
	Iteration 1F: 3 clusters Score -924950.1 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -925336.000000 Penalty: 3177.899170
	Iteration 2F: 3 clusters Score -925336 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -925728.812500 Penalty: 3177.899170
	Iteration 3F: 3 clusters Score -925728.8 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -926215.562500 Penalty: 3177.899170
	Iteration 4F: 3 clusters Score -926215.6 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -926856.187500 Penalty: 3177.899170
	Iteration 5F: 3 clusters Score -926856.2 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -927711.500000 Penalty: 3177.899170
	Iteration 6F: 3 clusters Score -927711.5 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -928877.625000 Penalty: 3177.899170
	Iteration 7F: 3 clusters Score -928877.6 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -929976.937500 Penalty: 3177.899170
	Iteration 8F: 3 clusters Score -929976.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -930757.625000 Penalty: 3177.899170
	Iteration 9Q: 3 clusters Score -930757.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -931134.375000 Penalty: 3177.899170
	Iteration 10Q: 3 clusters Score -931134.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -931318.125000 Penalty: 3177.899170
	Iteration 11Q: 3 clusters Score -931318.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -931424.437500 Penalty: 3177.899170
	Iteration 12Q: 3 clusters Score -931424.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -931472.250000 Penalty: 3177.899170
	Iteration 13Q: 3 clusters Score -931472.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -931507.750000 Penalty: 3177.899170
	Iteration 14Q: 3 clusters Score -931507.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -931536.062500 Penalty: 3177.899170
	Iteration 15Q: 3 clusters Score -931536.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -931548.562500 Penalty: 3177.899170
	Iteration 16Q: 3 clusters Score -931548.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -931552.562500 Penalty: 3177.899170
	Iteration 17Q: 3 clusters Score -931552.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -931552.562500 Penalty: 3177.899170
	Iteration 18F: 3 clusters Score -931552.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Entering Unmasked Estep 
Score: -3462692.750000 Penalty: 1805.143433
	Iteration 0F: 2 clusters Score -3462693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -3417963.250000 Penalty: 3610.286865
	Iteration 0F: 3 clusters Score -3417963 nChanged 31611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -3435876.750000 Penalty: 3610.286865
	Iteration 1F: 3 clusters Score -3435877 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -3436457.250000 Penalty: 3610.286865
	Iteration 2Q: 3 clusters Score -3436457 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -3437236.500000 Penalty: 3610.286865
	Iteration 3Q: 3 clusters Score -3437236 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -3438258.750000 Penalty: 3610.286865
	Iteration 4Q: 3 clusters Score -3438259 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -3439744.250000 Penalty: 3610.286865
	Iteration 5Q: 3 clusters Score -3439744 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -3441861.750000 Penalty: 3610.286865
	Iteration 6F: 3 clusters Score -3441862 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -3444687.750000 Penalty: 3610.286865
	Iteration 7F: 3 clusters Score -3444688 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -3447716.500000 Penalty: 3610.286865
	Iteration 8F: 3 clusters Score -3447716 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -3449819.500000 Penalty: 3610.286865
	Iteration 9F: 3 clusters Score -3449820 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -3450633.500000 Penalty: 3610.286865
	Iteration 10Q: 3 clusters Score -3450634 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -3450896.250000 Penalty: 3610.286865
	Iteration 11Q: 3 clusters Score -3450896 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -3451020.500000 Penalty: 3610.286865
	Iteration 12Q: 3 clusters Score -3451020 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -3451116.500000 Penalty: 3610.286865
	Iteration 13Q: 3 clusters Score -3451116 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -3451205.000000 Penalty: 3610.286865
	Iteration 14Q: 3 clusters Score -3451205 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3451298.000000 Penalty: 3610.286865
	Iteration 15Q: 3 clusters Score -3451298 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -3451395.750000 Penalty: 3610.286865
	Iteration 16Q: 3 clusters Score -3451396 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3451521.750000 Penalty: 3610.286865
	Iteration 17Q: 3 clusters Score -3451522 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -3451633.250000 Penalty: 3610.286865
	Iteration 18Q: 3 clusters Score -3451633 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -3451751.250000 Penalty: 3610.286865
	Iteration 19Q: 3 clusters Score -3451751 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3451886.250000 Penalty: 3610.286865
	Iteration 20F: 3 clusters Score -3451886 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3452033.750000 Penalty: 3610.286865
	Iteration 21Q: 3 clusters Score -3452034 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3452171.250000 Penalty: 3610.286865
	Iteration 22Q: 3 clusters Score -3452171 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3452351.750000 Penalty: 3610.286865
	Iteration 23Q: 3 clusters Score -3452352 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3452537.750000 Penalty: 3610.286865
	Iteration 24Q: 3 clusters Score -3452538 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3452681.000000 Penalty: 3610.286865
	Iteration 25Q: 3 clusters Score -3452681 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3452827.500000 Penalty: 3610.286865
	Iteration 26Q: 3 clusters Score -3452828 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3452942.250000 Penalty: 3610.286865
	Iteration 27Q: 3 clusters Score -3452942 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3453045.250000 Penalty: 3610.286865
	Iteration 28Q: 3 clusters Score -3453045 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3453177.250000 Penalty: 3610.286865
	Iteration 29Q: 3 clusters Score -3453177 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3453305.250000 Penalty: 3610.286865
	Iteration 30Q: 3 clusters Score -3453305 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3453378.000000 Penalty: 3610.286865
	Iteration 31Q: 3 clusters Score -3453378 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3453492.750000 Penalty: 3610.286865
	Iteration 32Q: 3 clusters Score -3453493 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3453574.500000 Penalty: 3610.286865
	Iteration 33Q: 3 clusters Score -3453574 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3453653.250000 Penalty: 3610.286865
	Iteration 34Q: 3 clusters Score -3453653 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3453711.500000 Penalty: 3610.286865
	Iteration 35Q: 3 clusters Score -3453712 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3453760.250000 Penalty: 3610.286865
	Iteration 36Q: 3 clusters Score -3453760 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3453828.500000 Penalty: 3610.286865
	Iteration 37Q: 3 clusters Score -3453828 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3453882.000000 Penalty: 3610.286865
	Iteration 38Q: 3 clusters Score -3453882 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3453941.750000 Penalty: 3610.286865
	Iteration 39Q: 3 clusters Score -3453942 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3453994.250000 Penalty: 3610.286865
	Iteration 40F: 3 clusters Score -3453994 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3454050.250000 Penalty: 3610.286865
	Iteration 41Q: 3 clusters Score -3454050 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3454103.750000 Penalty: 3610.286865
	Iteration 42Q: 3 clusters Score -3454104 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3454155.250000 Penalty: 3610.286865
	Iteration 43Q: 3 clusters Score -3454155 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3454200.750000 Penalty: 3610.286865
	Iteration 44Q: 3 clusters Score -3454201 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3454240.750000 Penalty: 3610.286865
	Iteration 45Q: 3 clusters Score -3454241 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3454301.250000 Penalty: 3610.286865
	Iteration 46Q: 3 clusters Score -3454301 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3454365.500000 Penalty: 3610.286865
	Iteration 47Q: 3 clusters Score -3454366 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3454439.500000 Penalty: 3610.286865
	Iteration 48Q: 3 clusters Score -3454440 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3454508.500000 Penalty: 3610.286865
	Iteration 49Q: 3 clusters Score -3454508 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3454571.500000 Penalty: 3610.286865
	Iteration 50Q: 3 clusters Score -3454572 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -3454674.500000 Penalty: 3610.286865
	Iteration 51Q: 3 clusters Score -3454674 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3454750.000000 Penalty: 3610.286865
	Iteration 52Q: 3 clusters Score -3454750 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3454856.000000 Penalty: 3610.286865
	Iteration 53Q: 3 clusters Score -3454856 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3454978.500000 Penalty: 3610.286865
	Iteration 54Q: 3 clusters Score -3454978 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3455114.250000 Penalty: 3610.286865
	Iteration 55Q: 3 clusters Score -3455114 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3455272.250000 Penalty: 3610.286865
	Iteration 56Q: 3 clusters Score -3455272 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3455460.750000 Penalty: 3610.286865
	Iteration 57Q: 3 clusters Score -3455461 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3455653.000000 Penalty: 3610.286865
	Iteration 58Q: 3 clusters Score -3455653 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3455870.000000 Penalty: 3610.286865
	Iteration 59Q: 3 clusters Score -3455870 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3456109.000000 Penalty: 3610.286865
	Iteration 60F: 3 clusters Score -3456109 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3456335.250000 Penalty: 3610.286865
	Iteration 61Q: 3 clusters Score -3456335 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3456580.000000 Penalty: 3610.286865
	Iteration 62Q: 3 clusters Score -3456580 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3456909.750000 Penalty: 3610.286865
	Iteration 63Q: 3 clusters Score -3456910 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -3457264.000000 Penalty: 3610.286865
	Iteration 64Q: 3 clusters Score -3457264 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3457632.000000 Penalty: 3610.286865
	Iteration 65Q: 3 clusters Score -3457632 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3457979.250000 Penalty: 3610.286865
	Iteration 66Q: 3 clusters Score -3457979 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3458338.000000 Penalty: 3610.286865
	Iteration 67Q: 3 clusters Score -3458338 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3458709.000000 Penalty: 3610.286865
	Iteration 68Q: 3 clusters Score -3458709 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3459062.500000 Penalty: 3610.286865
	Iteration 69Q: 3 clusters Score -3459062 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3459405.250000 Penalty: 3610.286865
	Iteration 70Q: 3 clusters Score -3459405 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3459681.000000 Penalty: 3610.286865
	Iteration 71Q: 3 clusters Score -3459681 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3459936.250000 Penalty: 3610.286865
	Iteration 72Q: 3 clusters Score -3459936 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3460124.000000 Penalty: 3610.286865
	Iteration 73Q: 3 clusters Score -3460124 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3460287.500000 Penalty: 3610.286865
	Iteration 74Q: 3 clusters Score -3460288 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3460428.750000 Penalty: 3610.286865
	Iteration 75Q: 3 clusters Score -3460429 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3460570.500000 Penalty: 3610.286865
	Iteration 76Q: 3 clusters Score -3460570 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3460667.750000 Penalty: 3610.286865
	Iteration 77Q: 3 clusters Score -3460668 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3460747.500000 Penalty: 3610.286865
	Iteration 78Q: 3 clusters Score -3460748 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3460795.000000 Penalty: 3610.286865
	Iteration 79Q: 3 clusters Score -3460795 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3460843.750000 Penalty: 3610.286865
	Iteration 80F: 3 clusters Score -3460844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3460883.000000 Penalty: 3610.286865
	Iteration 81Q: 3 clusters Score -3460883 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3460924.500000 Penalty: 3610.286865
	Iteration 82Q: 3 clusters Score -3460924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3460944.250000 Penalty: 3610.286865
	Iteration 83Q: 3 clusters Score -3460944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3460968.500000 Penalty: 3610.286865
	Iteration 84Q: 3 clusters Score -3460968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3460990.250000 Penalty: 3610.286865
	Iteration 85Q: 3 clusters Score -3460990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3461006.500000 Penalty: 3610.286865
	Iteration 86Q: 3 clusters Score -3461006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3461031.750000 Penalty: 3610.286865
	Iteration 87Q: 3 clusters Score -3461032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3461042.750000 Penalty: 3610.286865
	Iteration 88Q: 3 clusters Score -3461043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3461053.500000 Penalty: 3610.286865
	Iteration 89Q: 3 clusters Score -3461054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3461069.250000 Penalty: 3610.286865
	Iteration 90Q: 3 clusters Score -3461069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3461080.000000 Penalty: 3610.286865
	Iteration 91Q: 3 clusters Score -3461080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3461083.250000 Penalty: 3610.286865
	Iteration 92Q: 3 clusters Score -3461083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3461080.000000 Penalty: 3610.286865
	Iteration 93Q: 3 clusters Score -3461080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3461082.750000 Penalty: 3610.286865
	Iteration 94Q: 3 clusters Score -3461083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3461084.750000 Penalty: 3610.286865
	Iteration 95Q: 3 clusters Score -3461085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3461087.250000 Penalty: 3610.286865
	Iteration 96Q: 3 clusters Score -3461087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3461090.250000 Penalty: 3610.286865
	Iteration 97Q: 3 clusters Score -3461090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3461094.000000 Penalty: 3610.286865
	Iteration 98Q: 3 clusters Score -3461094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3461091.250000 Penalty: 3610.286865
	Iteration 99Q: 3 clusters Score -3461091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3461093.750000 Penalty: 3610.286865
	Iteration 100F: 3 clusters Score -3461094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3461097.750000 Penalty: 3610.286865
	Iteration 101Q: 3 clusters Score -3461098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3461099.250000 Penalty: 3610.286865
	Iteration 102Q: 3 clusters Score -3461099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3461099.750000 Penalty: 3610.286865
	Iteration 103Q: 3 clusters Score -3461100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3461100.750000 Penalty: 3610.286865
	Iteration 104Q: 3 clusters Score -3461101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3461102.750000 Penalty: 3610.286865
	Iteration 105Q: 3 clusters Score -3461103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3461101.750000 Penalty: 3610.286865
	Iteration 106Q: 3 clusters Score -3461102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3461101.750000 Penalty: 3610.286865
	Iteration 107F: 3 clusters Score -3461102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Entering Unmasked Estep 
Score: -1631840.875000 Penalty: 1680.763550
	Iteration 0F: 2 clusters Score -1631841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1610845.250000 Penalty: 3361.527100
	Iteration 0F: 3 clusters Score -1610845 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1618786.125000 Penalty: 3361.527100
	Iteration 1F: 3 clusters Score -1618786 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1619214.625000 Penalty: 3361.527100
	Iteration 2Q: 3 clusters Score -1619215 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1619678.375000 Penalty: 3361.527100
	Iteration 3Q: 3 clusters Score -1619678 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1620240.500000 Penalty: 3361.527100
	Iteration 4Q: 3 clusters Score -1620240 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1620906.000000 Penalty: 3361.527100
	Iteration 5Q: 3 clusters Score -1620906 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1621724.625000 Penalty: 3361.527100
	Iteration 6Q: 3 clusters Score -1621725 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1622765.000000 Penalty: 3361.527100
	Iteration 7Q: 3 clusters Score -1622765 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1624007.125000 Penalty: 3361.527100
	Iteration 8F: 3 clusters Score -1624007 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1625253.250000 Penalty: 3361.527100
	Iteration 9F: 3 clusters Score -1625253 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1626195.750000 Penalty: 3361.527100
	Iteration 10Q: 3 clusters Score -1626196 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1626845.625000 Penalty: 3361.527100
	Iteration 11Q: 3 clusters Score -1626846 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1627225.750000 Penalty: 3361.527100
	Iteration 12Q: 3 clusters Score -1627226 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1627479.125000 Penalty: 3361.527100
	Iteration 13Q: 3 clusters Score -1627479 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1627657.750000 Penalty: 3361.527100
	Iteration 14Q: 3 clusters Score -1627658 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1627819.250000 Penalty: 3361.527100
	Iteration 15Q: 3 clusters Score -1627819 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1628009.625000 Penalty: 3361.527100
	Iteration 16Q: 3 clusters Score -1628010 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1628210.875000 Penalty: 3361.527100
	Iteration 17Q: 3 clusters Score -1628211 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1628367.500000 Penalty: 3361.527100
	Iteration 18Q: 3 clusters Score -1628368 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1628515.250000 Penalty: 3361.527100
	Iteration 19Q: 3 clusters Score -1628515 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1628664.375000 Penalty: 3361.527100
	Iteration 20F: 3 clusters Score -1628664 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1628821.500000 Penalty: 3361.527100
	Iteration 21Q: 3 clusters Score -1628822 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1628944.875000 Penalty: 3361.527100
	Iteration 22Q: 3 clusters Score -1628945 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1629069.125000 Penalty: 3361.527100
	Iteration 23Q: 3 clusters Score -1629069 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1629211.875000 Penalty: 3361.527100
	Iteration 24Q: 3 clusters Score -1629212 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1629348.125000 Penalty: 3361.527100
	Iteration 25Q: 3 clusters Score -1629348 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1629484.000000 Penalty: 3361.527100
	Iteration 26Q: 3 clusters Score -1629484 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1629589.750000 Penalty: 3361.527100
	Iteration 27Q: 3 clusters Score -1629590 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1629693.625000 Penalty: 3361.527100
	Iteration 28Q: 3 clusters Score -1629694 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1629783.750000 Penalty: 3361.527100
	Iteration 29Q: 3 clusters Score -1629784 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1629867.750000 Penalty: 3361.527100
	Iteration 30Q: 3 clusters Score -1629868 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1629938.125000 Penalty: 3361.527100
	Iteration 31Q: 3 clusters Score -1629938 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1629997.500000 Penalty: 3361.527100
	Iteration 32Q: 3 clusters Score -1629998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1630039.125000 Penalty: 3361.527100
	Iteration 33Q: 3 clusters Score -1630039 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1630097.000000 Penalty: 3361.527100
	Iteration 34Q: 3 clusters Score -1630097 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1630140.125000 Penalty: 3361.527100
	Iteration 35Q: 3 clusters Score -1630140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1630172.250000 Penalty: 3361.527100
	Iteration 36Q: 3 clusters Score -1630172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1630204.250000 Penalty: 3361.527100
	Iteration 37Q: 3 clusters Score -1630204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1630228.125000 Penalty: 3361.527100
	Iteration 38Q: 3 clusters Score -1630228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1630242.125000 Penalty: 3361.527100
	Iteration 39Q: 3 clusters Score -1630242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1630259.500000 Penalty: 3361.527100
	Iteration 40F: 3 clusters Score -1630260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1630269.500000 Penalty: 3361.527100
	Iteration 41Q: 3 clusters Score -1630270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1630277.000000 Penalty: 3361.527100
	Iteration 42Q: 3 clusters Score -1630277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1630290.125000 Penalty: 3361.527100
	Iteration 43Q: 3 clusters Score -1630290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1630298.875000 Penalty: 3361.527100
	Iteration 44Q: 3 clusters Score -1630299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1630314.250000 Penalty: 3361.527100
	Iteration 45Q: 3 clusters Score -1630314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1630326.375000 Penalty: 3361.527100
	Iteration 46Q: 3 clusters Score -1630326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1630333.750000 Penalty: 3361.527100
	Iteration 47Q: 3 clusters Score -1630334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1630347.375000 Penalty: 3361.527100
	Iteration 48Q: 3 clusters Score -1630347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1630359.125000 Penalty: 3361.527100
	Iteration 49Q: 3 clusters Score -1630359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1630367.125000 Penalty: 3361.527100
	Iteration 50Q: 3 clusters Score -1630367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1630375.750000 Penalty: 3361.527100
	Iteration 51Q: 3 clusters Score -1630376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1630380.125000 Penalty: 3361.527100
	Iteration 52Q: 3 clusters Score -1630380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1630378.000000 Penalty: 3361.527100
	Iteration 53Q: 3 clusters Score -1630378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1630381.750000 Penalty: 3361.527100
	Iteration 54Q: 3 clusters Score -1630382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1630381.125000 Penalty: 3361.527100
	Iteration 55Q: 3 clusters Score -1630381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1630382.125000 Penalty: 3361.527100
	Iteration 56Q: 3 clusters Score -1630382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1630383.375000 Penalty: 3361.527100
	Iteration 57Q: 3 clusters Score -1630383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1630383.375000 Penalty: 3361.527100
	Iteration 58F: 3 clusters Score -1630383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Entering Unmasked Estep 
Score: -1711507.250000 Penalty: 1689.332886
	Iteration 0F: 2 clusters Score -1711507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1689500.750000 Penalty: 3378.665771
	Iteration 0F: 3 clusters Score -1689501 nChanged 15111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1697960.000000 Penalty: 3378.665771
	Iteration 1F: 3 clusters Score -1697960 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1698480.750000 Penalty: 3378.665771
	Iteration 2Q: 3 clusters Score -1698481 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1699084.750000 Penalty: 3378.665771
	Iteration 3Q: 3 clusters Score -1699085 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1699732.000000 Penalty: 3378.665771
	Iteration 4Q: 3 clusters Score -1699732 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1700430.375000 Penalty: 3378.665771
	Iteration 5F: 3 clusters Score -1700430 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1701373.375000 Penalty: 3378.665771
	Iteration 6F: 3 clusters Score -1701373 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1702740.750000 Penalty: 3378.665771
	Iteration 7F: 3 clusters Score -1702741 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1704515.250000 Penalty: 3378.665771
	Iteration 8F: 3 clusters Score -1704515 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1706356.875000 Penalty: 3378.665771
	Iteration 9F: 3 clusters Score -1706357 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1707877.625000 Penalty: 3378.665771
	Iteration 10F: 3 clusters Score -1707878 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1708822.000000 Penalty: 3378.665771
	Iteration 11Q: 3 clusters Score -1708822 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1709400.000000 Penalty: 3378.665771
	Iteration 12Q: 3 clusters Score -1709400 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1709796.875000 Penalty: 3378.665771
	Iteration 13Q: 3 clusters Score -1709797 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1710101.500000 Penalty: 3378.665771
	Iteration 14Q: 3 clusters Score -1710102 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1710349.250000 Penalty: 3378.665771
	Iteration 15Q: 3 clusters Score -1710349 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1710568.375000 Penalty: 3378.665771
	Iteration 16Q: 3 clusters Score -1710568 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1710746.125000 Penalty: 3378.665771
	Iteration 17Q: 3 clusters Score -1710746 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1710854.750000 Penalty: 3378.665771
	Iteration 18Q: 3 clusters Score -1710855 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1710928.000000 Penalty: 3378.665771
	Iteration 19Q: 3 clusters Score -1710928 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1710978.375000 Penalty: 3378.665771
	Iteration 20F: 3 clusters Score -1710978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1711008.875000 Penalty: 3378.665771
	Iteration 21Q: 3 clusters Score -1711009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1711035.875000 Penalty: 3378.665771
	Iteration 22Q: 3 clusters Score -1711036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1711054.625000 Penalty: 3378.665771
	Iteration 23Q: 3 clusters Score -1711055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1711074.750000 Penalty: 3378.665771
	Iteration 24Q: 3 clusters Score -1711075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1711088.875000 Penalty: 3378.665771
	Iteration 25Q: 3 clusters Score -1711089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1711100.875000 Penalty: 3378.665771
	Iteration 26Q: 3 clusters Score -1711101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1711107.125000 Penalty: 3378.665771
	Iteration 27Q: 3 clusters Score -1711107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1711106.750000 Penalty: 3378.665771
	Iteration 28Q: 3 clusters Score -1711107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1711109.250000 Penalty: 3378.665771
	Iteration 29Q: 3 clusters Score -1711109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1711114.125000 Penalty: 3378.665771
	Iteration 30Q: 3 clusters Score -1711114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1711115.500000 Penalty: 3378.665771
	Iteration 31Q: 3 clusters Score -1711116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1711122.875000 Penalty: 3378.665771
	Iteration 32Q: 3 clusters Score -1711123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1711121.625000 Penalty: 3378.665771
	Iteration 33Q: 3 clusters Score -1711122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1711122.375000 Penalty: 3378.665771
	Iteration 34Q: 3 clusters Score -1711122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1711128.000000 Penalty: 3378.665771
	Iteration 35Q: 3 clusters Score -1711128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1711128.500000 Penalty: 3378.665771
	Iteration 36Q: 3 clusters Score -1711128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1711127.250000 Penalty: 3378.665771
	Iteration 37Q: 3 clusters Score -1711127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1711127.250000 Penalty: 3378.665771
	Iteration 38Q: 3 clusters Score -1711127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1711128.000000 Penalty: 3378.665771
	Iteration 39Q: 3 clusters Score -1711128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1711129.750000 Penalty: 3378.665771
	Iteration 40F: 3 clusters Score -1711130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1711131.750000 Penalty: 3378.665771
	Iteration 41Q: 3 clusters Score -1711132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1711131.125000 Penalty: 3378.665771
	Iteration 42Q: 3 clusters Score -1711131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1711132.125000 Penalty: 3378.665771
	Iteration 43Q: 3 clusters Score -1711132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1711132.125000 Penalty: 3378.665771
	Iteration 44F: 3 clusters Score -1711132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -408390.718750 Penalty: 1469.081299
	Iteration 0F: 2 clusters Score -408390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -402197.187500 Penalty: 2938.162598
	Iteration 0F: 3 clusters Score -402197.2 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -404333.375000 Penalty: 2938.162598
	Iteration 1F: 3 clusters Score -404333.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -404941.875000 Penalty: 2938.162598
	Iteration 2F: 3 clusters Score -404941.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -405727.375000 Penalty: 2938.162598
	Iteration 3F: 3 clusters Score -405727.4 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -406584.843750 Penalty: 2938.162598
	Iteration 4F: 3 clusters Score -406584.8 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -407343.812500 Penalty: 2938.162598
	Iteration 5F: 3 clusters Score -407343.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -407848.031250 Penalty: 2938.162598
	Iteration 6F: 3 clusters Score -407848 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -408064.312500 Penalty: 2938.162598
	Iteration 7Q: 3 clusters Score -408064.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -408140.687500 Penalty: 2938.162598
	Iteration 8Q: 3 clusters Score -408140.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -408165.531250 Penalty: 2938.162598
	Iteration 9Q: 3 clusters Score -408165.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -408179.812500 Penalty: 2938.162598
	Iteration 10Q: 3 clusters Score -408179.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -408184.093750 Penalty: 2938.162598
	Iteration 11Q: 3 clusters Score -408184.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -408188.437500 Penalty: 2938.162598
	Iteration 12Q: 3 clusters Score -408188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -408192.093750 Penalty: 2938.162598
	Iteration 13Q: 3 clusters Score -408192.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -408193.093750 Penalty: 2938.162598
	Iteration 14Q: 3 clusters Score -408193.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -408194.656250 Penalty: 2938.162598
	Iteration 15Q: 3 clusters Score -408194.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -408196.312500 Penalty: 2938.162598
	Iteration 16Q: 3 clusters Score -408196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -408197.562500 Penalty: 2938.162598
	Iteration 17Q: 3 clusters Score -408197.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -408197.625000 Penalty: 2938.162598
	Iteration 18Q: 3 clusters Score -408197.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -408198.187500 Penalty: 2938.162598
	Iteration 19Q: 3 clusters Score -408198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -408199.281250 Penalty: 2938.162598
	Iteration 20F: 3 clusters Score -408199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -408199.218750 Penalty: 2938.162598
	Iteration 21Q: 3 clusters Score -408199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -408198.625000 Penalty: 2938.162598
	Iteration 22Q: 3 clusters Score -408198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -408199.968750 Penalty: 2938.162598
	Iteration 23Q: 3 clusters Score -408200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -408201.062500 Penalty: 2938.162598
	Iteration 24Q: 3 clusters Score -408201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -408201.625000 Penalty: 2938.162598
	Iteration 25Q: 3 clusters Score -408201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -408202.812500 Penalty: 2938.162598
	Iteration 26Q: 3 clusters Score -408202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -408202.875000 Penalty: 2938.162598
	Iteration 27Q: 3 clusters Score -408202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -408204.250000 Penalty: 2938.162598
	Iteration 28Q: 3 clusters Score -408204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -408204.718750 Penalty: 2938.162598
	Iteration 29Q: 3 clusters Score -408204.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -408206.062500 Penalty: 2938.162598
	Iteration 30Q: 3 clusters Score -408206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -408207.718750 Penalty: 2938.162598
	Iteration 31Q: 3 clusters Score -408207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -408207.500000 Penalty: 2938.162598
	Iteration 32Q: 3 clusters Score -408207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -408207.156250 Penalty: 2938.162598
	Iteration 33Q: 3 clusters Score -408207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -408207.875000 Penalty: 2938.162598
	Iteration 34Q: 3 clusters Score -408207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -408206.781250 Penalty: 2938.162598
	Iteration 35Q: 3 clusters Score -408206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -408206.781250 Penalty: 2938.162598
	Iteration 36F: 3 clusters Score -408206.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Entering Unmasked Estep 
Score: -3126772.250000 Penalty: 1786.366699
	Iteration 0F: 2 clusters Score -3126772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3086955.000000 Penalty: 3572.733398
	Iteration 0F: 3 clusters Score -3086955 nChanged 28017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3103026.500000 Penalty: 3572.733398
	Iteration 1F: 3 clusters Score -3103026 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3103611.000000 Penalty: 3572.733398
	Iteration 2Q: 3 clusters Score -3103611 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3104278.750000 Penalty: 3572.733398
	Iteration 3Q: 3 clusters Score -3104279 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3104995.000000 Penalty: 3572.733398
	Iteration 4Q: 3 clusters Score -3104995 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3105801.250000 Penalty: 3572.733398
	Iteration 5Q: 3 clusters Score -3105801 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -3106808.250000 Penalty: 3572.733398
	Iteration 6Q: 3 clusters Score -3106808 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -3108084.250000 Penalty: 3572.733398
	Iteration 7Q: 3 clusters Score -3108084 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -3109751.250000 Penalty: 3572.733398
	Iteration 8Q: 3 clusters Score -3109751 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -3111716.500000 Penalty: 3572.733398
	Iteration 9F: 3 clusters Score -3111716 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -3113753.000000 Penalty: 3572.733398
	Iteration 10F: 3 clusters Score -3113753 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -3115135.000000 Penalty: 3572.733398
	Iteration 11Q: 3 clusters Score -3115135 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -3115821.000000 Penalty: 3572.733398
	Iteration 12Q: 3 clusters Score -3115821 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -3116126.250000 Penalty: 3572.733398
	Iteration 13Q: 3 clusters Score -3116126 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -3116351.750000 Penalty: 3572.733398
	Iteration 14Q: 3 clusters Score -3116352 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -3116521.750000 Penalty: 3572.733398
	Iteration 15Q: 3 clusters Score -3116522 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -3116680.000000 Penalty: 3572.733398
	Iteration 16Q: 3 clusters Score -3116680 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -3116835.500000 Penalty: 3572.733398
	Iteration 17Q: 3 clusters Score -3116836 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -3116966.500000 Penalty: 3572.733398
	Iteration 18Q: 3 clusters Score -3116966 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -3117116.250000 Penalty: 3572.733398
	Iteration 19Q: 3 clusters Score -3117116 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -3117217.750000 Penalty: 3572.733398
	Iteration 20F: 3 clusters Score -3117218 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -3117297.750000 Penalty: 3572.733398
	Iteration 21Q: 3 clusters Score -3117298 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -3117385.000000 Penalty: 3572.733398
	Iteration 22Q: 3 clusters Score -3117385 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -3117490.000000 Penalty: 3572.733398
	Iteration 23Q: 3 clusters Score -3117490 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -3117589.000000 Penalty: 3572.733398
	Iteration 24Q: 3 clusters Score -3117589 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -3117706.500000 Penalty: 3572.733398
	Iteration 25Q: 3 clusters Score -3117706 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -3117826.750000 Penalty: 3572.733398
	Iteration 26Q: 3 clusters Score -3117827 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -3117962.500000 Penalty: 3572.733398
	Iteration 27Q: 3 clusters Score -3117962 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -3118093.000000 Penalty: 3572.733398
	Iteration 28Q: 3 clusters Score -3118093 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -3118258.250000 Penalty: 3572.733398
	Iteration 29Q: 3 clusters Score -3118258 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -3118434.500000 Penalty: 3572.733398
	Iteration 30Q: 3 clusters Score -3118434 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -3118629.000000 Penalty: 3572.733398
	Iteration 31Q: 3 clusters Score -3118629 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -3118870.750000 Penalty: 3572.733398
	Iteration 32Q: 3 clusters Score -3118871 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -3119136.250000 Penalty: 3572.733398
	Iteration 33Q: 3 clusters Score -3119136 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -3119486.500000 Penalty: 3572.733398
	Iteration 34Q: 3 clusters Score -3119486 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -3119855.750000 Penalty: 3572.733398
	Iteration 35Q: 3 clusters Score -3119856 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -3120289.750000 Penalty: 3572.733398
	Iteration 36Q: 3 clusters Score -3120290 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -3120763.250000 Penalty: 3572.733398
	Iteration 37Q: 3 clusters Score -3120763 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -3121239.500000 Penalty: 3572.733398
	Iteration 38Q: 3 clusters Score -3121240 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -3121751.500000 Penalty: 3572.733398
	Iteration 39Q: 3 clusters Score -3121752 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -3122253.750000 Penalty: 3572.733398
	Iteration 40F: 3 clusters Score -3122254 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -3122718.250000 Penalty: 3572.733398
	Iteration 41Q: 3 clusters Score -3122718 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -3123174.750000 Penalty: 3572.733398
	Iteration 42Q: 3 clusters Score -3123175 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -3123609.750000 Penalty: 3572.733398
	Iteration 43Q: 3 clusters Score -3123610 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -3124038.250000 Penalty: 3572.733398
	Iteration 44Q: 3 clusters Score -3124038 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -3124386.500000 Penalty: 3572.733398
	Iteration 45Q: 3 clusters Score -3124386 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -3124704.500000 Penalty: 3572.733398
	Iteration 46Q: 3 clusters Score -3124704 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -3124936.500000 Penalty: 3572.733398
	Iteration 47Q: 3 clusters Score -3124936 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -3125088.500000 Penalty: 3572.733398
	Iteration 48Q: 3 clusters Score -3125088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -3125180.750000 Penalty: 3572.733398
	Iteration 49Q: 3 clusters Score -3125181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -3125233.750000 Penalty: 3572.733398
	Iteration 50Q: 3 clusters Score -3125234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -3125262.750000 Penalty: 3572.733398
	Iteration 51Q: 3 clusters Score -3125263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -3125281.500000 Penalty: 3572.733398
	Iteration 52Q: 3 clusters Score -3125282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -3125292.750000 Penalty: 3572.733398
	Iteration 53Q: 3 clusters Score -3125293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -3125296.250000 Penalty: 3572.733398
	Iteration 54Q: 3 clusters Score -3125296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -3125302.500000 Penalty: 3572.733398
	Iteration 55Q: 3 clusters Score -3125302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -3125305.500000 Penalty: 3572.733398
	Iteration 56Q: 3 clusters Score -3125306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -3125309.750000 Penalty: 3572.733398
	Iteration 57Q: 3 clusters Score -3125310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -3125312.250000 Penalty: 3572.733398
	Iteration 58Q: 3 clusters Score -3125312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -3125314.750000 Penalty: 3572.733398
	Iteration 59Q: 3 clusters Score -3125315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -3125321.500000 Penalty: 3572.733398
	Iteration 60F: 3 clusters Score -3125322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -3125325.250000 Penalty: 3572.733398
	Iteration 61Q: 3 clusters Score -3125325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -3125334.500000 Penalty: 3572.733398
	Iteration 62Q: 3 clusters Score -3125334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -3125337.250000 Penalty: 3572.733398
	Iteration 63Q: 3 clusters Score -3125337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -3125336.250000 Penalty: 3572.733398
	Iteration 64Q: 3 clusters Score -3125336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -3125336.250000 Penalty: 3572.733398
	Iteration 65F: 3 clusters Score -3125336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Entering Unmasked Estep 
Score: -1360994.875000 Penalty: 1651.362305
	Iteration 0F: 2 clusters Score -1360995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1343493.000000 Penalty: 3302.724609
	Iteration 0F: 3 clusters Score -1343493 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1349871.125000 Penalty: 3302.724609
	Iteration 1F: 3 clusters Score -1349871 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1350167.250000 Penalty: 3302.724609
	Iteration 2Q: 3 clusters Score -1350167 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1350420.500000 Penalty: 3302.724609
	Iteration 3Q: 3 clusters Score -1350420 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1350667.000000 Penalty: 3302.724609
	Iteration 4Q: 3 clusters Score -1350667 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1350923.875000 Penalty: 3302.724609
	Iteration 5Q: 3 clusters Score -1350924 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1351232.250000 Penalty: 3302.724609
	Iteration 6Q: 3 clusters Score -1351232 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1351633.750000 Penalty: 3302.724609
	Iteration 7Q: 3 clusters Score -1351634 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1352184.375000 Penalty: 3302.724609
	Iteration 8Q: 3 clusters Score -1352184 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1352992.750000 Penalty: 3302.724609
	Iteration 9F: 3 clusters Score -1352993 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1354107.625000 Penalty: 3302.724609
	Iteration 10F: 3 clusters Score -1354108 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1355513.000000 Penalty: 3302.724609
	Iteration 11F: 3 clusters Score -1355513 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1356921.000000 Penalty: 3302.724609
	Iteration 12F: 3 clusters Score -1356921 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1358020.125000 Penalty: 3302.724609
	Iteration 13Q: 3 clusters Score -1358020 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1358656.625000 Penalty: 3302.724609
	Iteration 14Q: 3 clusters Score -1358657 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1359048.375000 Penalty: 3302.724609
	Iteration 15Q: 3 clusters Score -1359048 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1359246.375000 Penalty: 3302.724609
	Iteration 16Q: 3 clusters Score -1359246 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1359362.375000 Penalty: 3302.724609
	Iteration 17Q: 3 clusters Score -1359362 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1359436.375000 Penalty: 3302.724609
	Iteration 18Q: 3 clusters Score -1359436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1359475.750000 Penalty: 3302.724609
	Iteration 19Q: 3 clusters Score -1359476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1359510.375000 Penalty: 3302.724609
	Iteration 20F: 3 clusters Score -1359510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1359543.500000 Penalty: 3302.724609
	Iteration 21Q: 3 clusters Score -1359544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1359554.375000 Penalty: 3302.724609
	Iteration 22Q: 3 clusters Score -1359554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1359563.625000 Penalty: 3302.724609
	Iteration 23Q: 3 clusters Score -1359564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1359575.125000 Penalty: 3302.724609
	Iteration 24Q: 3 clusters Score -1359575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1359581.000000 Penalty: 3302.724609
	Iteration 25Q: 3 clusters Score -1359581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1359583.375000 Penalty: 3302.724609
	Iteration 26Q: 3 clusters Score -1359583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1359596.000000 Penalty: 3302.724609
	Iteration 27Q: 3 clusters Score -1359596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1359598.500000 Penalty: 3302.724609
	Iteration 28Q: 3 clusters Score -1359598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1359602.250000 Penalty: 3302.724609
	Iteration 29Q: 3 clusters Score -1359602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1359602.500000 Penalty: 3302.724609
	Iteration 30Q: 3 clusters Score -1359602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1359604.125000 Penalty: 3302.724609
	Iteration 31Q: 3 clusters Score -1359604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1359606.375000 Penalty: 3302.724609
	Iteration 32Q: 3 clusters Score -1359606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1359605.375000 Penalty: 3302.724609
	Iteration 33Q: 3 clusters Score -1359605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1359605.375000 Penalty: 3302.724609
	Iteration 34Q: 3 clusters Score -1359605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1359605.375000 Penalty: 3302.724609
	Iteration 35F: 3 clusters Score -1359605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Entering Unmasked Estep 
Score: -3379904.500000 Penalty: 1799.840088
	Iteration 0F: 2 clusters Score -3379904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -3336495.750000 Penalty: 3599.680176
	Iteration 0F: 3 clusters Score -3336496 nChanged 30524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3353454.500000 Penalty: 3599.680176
	Iteration 1F: 3 clusters Score -3353454 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -3353838.000000 Penalty: 3599.680176
	Iteration 2Q: 3 clusters Score -3353838 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -3354263.750000 Penalty: 3599.680176
	Iteration 3Q: 3 clusters Score -3354264 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -3354709.750000 Penalty: 3599.680176
	Iteration 4Q: 3 clusters Score -3354710 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3355216.000000 Penalty: 3599.680176
	Iteration 5Q: 3 clusters Score -3355216 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3355850.500000 Penalty: 3599.680176
	Iteration 6Q: 3 clusters Score -3355850 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3356567.750000 Penalty: 3599.680176
	Iteration 7Q: 3 clusters Score -3356568 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -3357440.000000 Penalty: 3599.680176
	Iteration 8Q: 3 clusters Score -3357440 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3358639.750000 Penalty: 3599.680176
	Iteration 9Q: 3 clusters Score -3358640 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3360342.750000 Penalty: 3599.680176
	Iteration 10F: 3 clusters Score -3360343 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3362928.500000 Penalty: 3599.680176
	Iteration 11F: 3 clusters Score -3362928 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3366432.000000 Penalty: 3599.680176
	Iteration 12F: 3 clusters Score -3366432 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3370489.500000 Penalty: 3599.680176
	Iteration 13F: 3 clusters Score -3370490 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3374071.500000 Penalty: 3599.680176
	Iteration 14F: 3 clusters Score -3374072 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3376535.750000 Penalty: 3599.680176
	Iteration 15Q: 3 clusters Score -3376536 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3377697.750000 Penalty: 3599.680176
	Iteration 16Q: 3 clusters Score -3377698 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3378119.250000 Penalty: 3599.680176
	Iteration 17Q: 3 clusters Score -3378119 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3378246.750000 Penalty: 3599.680176
	Iteration 18Q: 3 clusters Score -3378247 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3378297.750000 Penalty: 3599.680176
	Iteration 19Q: 3 clusters Score -3378298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3378324.500000 Penalty: 3599.680176
	Iteration 20F: 3 clusters Score -3378324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3378353.500000 Penalty: 3599.680176
	Iteration 21Q: 3 clusters Score -3378354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3378379.750000 Penalty: 3599.680176
	Iteration 22Q: 3 clusters Score -3378380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3378386.250000 Penalty: 3599.680176
	Iteration 23Q: 3 clusters Score -3378386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3378396.750000 Penalty: 3599.680176
	Iteration 24Q: 3 clusters Score -3378397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3378398.750000 Penalty: 3599.680176
	Iteration 25Q: 3 clusters Score -3378399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3378400.750000 Penalty: 3599.680176
	Iteration 26Q: 3 clusters Score -3378401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3378400.750000 Penalty: 3599.680176
	Iteration 27F: 3 clusters Score -3378401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Entering Unmasked Estep 
Score: -2691787.750000 Penalty: 1761.256592
	Iteration 0F: 2 clusters Score -2691788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -2657595.000000 Penalty: 3522.513184
	Iteration 0F: 3 clusters Score -2657595 nChanged 23870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2671191.250000 Penalty: 3522.513184
	Iteration 1F: 3 clusters Score -2671191 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -2671593.750000 Penalty: 3522.513184
	Iteration 2Q: 3 clusters Score -2671594 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -2671938.250000 Penalty: 3522.513184
	Iteration 3Q: 3 clusters Score -2671938 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -2672241.500000 Penalty: 3522.513184
	Iteration 4Q: 3 clusters Score -2672242 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -2672545.500000 Penalty: 3522.513184
	Iteration 5Q: 3 clusters Score -2672546 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2672862.500000 Penalty: 3522.513184
	Iteration 6Q: 3 clusters Score -2672862 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -2673213.750000 Penalty: 3522.513184
	Iteration 7Q: 3 clusters Score -2673214 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -2673565.000000 Penalty: 3522.513184
	Iteration 8Q: 3 clusters Score -2673565 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -2673985.500000 Penalty: 3522.513184
	Iteration 9Q: 3 clusters Score -2673986 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2674540.500000 Penalty: 3522.513184
	Iteration 10Q: 3 clusters Score -2674540 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -2675392.000000 Penalty: 3522.513184
	Iteration 11Q: 3 clusters Score -2675392 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -2676662.250000 Penalty: 3522.513184
	Iteration 12Q: 3 clusters Score -2676662 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -2678538.750000 Penalty: 3522.513184
	Iteration 13F: 3 clusters Score -2678539 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -2680445.750000 Penalty: 3522.513184
	Iteration 14F: 3 clusters Score -2680446 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -2681576.500000 Penalty: 3522.513184
	Iteration 15Q: 3 clusters Score -2681576 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -2682071.750000 Penalty: 3522.513184
	Iteration 16Q: 3 clusters Score -2682072 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2682314.250000 Penalty: 3522.513184
	Iteration 17Q: 3 clusters Score -2682314 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -2682496.750000 Penalty: 3522.513184
	Iteration 18Q: 3 clusters Score -2682497 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -2682692.500000 Penalty: 3522.513184
	Iteration 19Q: 3 clusters Score -2682692 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2682909.250000 Penalty: 3522.513184
	Iteration 20F: 3 clusters Score -2682909 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2683155.000000 Penalty: 3522.513184
	Iteration 21Q: 3 clusters Score -2683155 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -2683383.750000 Penalty: 3522.513184
	Iteration 22Q: 3 clusters Score -2683384 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2683613.500000 Penalty: 3522.513184
	Iteration 23Q: 3 clusters Score -2683614 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2683826.750000 Penalty: 3522.513184
	Iteration 24Q: 3 clusters Score -2683827 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2684033.000000 Penalty: 3522.513184
	Iteration 25Q: 3 clusters Score -2684033 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2684271.000000 Penalty: 3522.513184
	Iteration 26Q: 3 clusters Score -2684271 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2684469.750000 Penalty: 3522.513184
	Iteration 27Q: 3 clusters Score -2684470 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2684649.000000 Penalty: 3522.513184
	Iteration 28Q: 3 clusters Score -2684649 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2684793.500000 Penalty: 3522.513184
	Iteration 29Q: 3 clusters Score -2684794 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2684926.000000 Penalty: 3522.513184
	Iteration 30Q: 3 clusters Score -2684926 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -2685042.500000 Penalty: 3522.513184
	Iteration 31Q: 3 clusters Score -2685042 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2685134.500000 Penalty: 3522.513184
	Iteration 32Q: 3 clusters Score -2685134 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2685215.000000 Penalty: 3522.513184
	Iteration 33Q: 3 clusters Score -2685215 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2685279.500000 Penalty: 3522.513184
	Iteration 34Q: 3 clusters Score -2685280 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2685316.750000 Penalty: 3522.513184
	Iteration 35Q: 3 clusters Score -2685317 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2685362.500000 Penalty: 3522.513184
	Iteration 36Q: 3 clusters Score -2685362 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2685380.500000 Penalty: 3522.513184
	Iteration 37Q: 3 clusters Score -2685380 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2685405.750000 Penalty: 3522.513184
	Iteration 38Q: 3 clusters Score -2685406 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2685434.000000 Penalty: 3522.513184
	Iteration 39Q: 3 clusters Score -2685434 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2685464.000000 Penalty: 3522.513184
	Iteration 40F: 3 clusters Score -2685464 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2685487.250000 Penalty: 3522.513184
	Iteration 41Q: 3 clusters Score -2685487 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2685507.000000 Penalty: 3522.513184
	Iteration 42Q: 3 clusters Score -2685507 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2685515.500000 Penalty: 3522.513184
	Iteration 43Q: 3 clusters Score -2685516 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2685548.750000 Penalty: 3522.513184
	Iteration 44Q: 3 clusters Score -2685549 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2685563.750000 Penalty: 3522.513184
	Iteration 45Q: 3 clusters Score -2685564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2685580.750000 Penalty: 3522.513184
	Iteration 46Q: 3 clusters Score -2685581 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2685594.250000 Penalty: 3522.513184
	Iteration 47Q: 3 clusters Score -2685594 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2685608.500000 Penalty: 3522.513184
	Iteration 48Q: 3 clusters Score -2685608 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2685640.250000 Penalty: 3522.513184
	Iteration 49Q: 3 clusters Score -2685640 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2685655.500000 Penalty: 3522.513184
	Iteration 50Q: 3 clusters Score -2685656 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2685680.000000 Penalty: 3522.513184
	Iteration 51Q: 3 clusters Score -2685680 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2685700.500000 Penalty: 3522.513184
	Iteration 52Q: 3 clusters Score -2685700 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2685717.750000 Penalty: 3522.513184
	Iteration 53Q: 3 clusters Score -2685718 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2685731.750000 Penalty: 3522.513184
	Iteration 54Q: 3 clusters Score -2685732 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2685753.750000 Penalty: 3522.513184
	Iteration 55Q: 3 clusters Score -2685754 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2685763.250000 Penalty: 3522.513184
	Iteration 56Q: 3 clusters Score -2685763 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2685770.500000 Penalty: 3522.513184
	Iteration 57Q: 3 clusters Score -2685770 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2685804.500000 Penalty: 3522.513184
	Iteration 58Q: 3 clusters Score -2685804 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2685828.000000 Penalty: 3522.513184
	Iteration 59Q: 3 clusters Score -2685828 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2685865.250000 Penalty: 3522.513184
	Iteration 60F: 3 clusters Score -2685865 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2685889.750000 Penalty: 3522.513184
	Iteration 61Q: 3 clusters Score -2685890 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2685898.500000 Penalty: 3522.513184
	Iteration 62Q: 3 clusters Score -2685898 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2685926.000000 Penalty: 3522.513184
	Iteration 63Q: 3 clusters Score -2685926 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2685957.500000 Penalty: 3522.513184
	Iteration 64Q: 3 clusters Score -2685958 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2685975.750000 Penalty: 3522.513184
	Iteration 65Q: 3 clusters Score -2685976 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2685997.500000 Penalty: 3522.513184
	Iteration 66Q: 3 clusters Score -2685998 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2686022.250000 Penalty: 3522.513184
	Iteration 67Q: 3 clusters Score -2686022 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2686044.500000 Penalty: 3522.513184
	Iteration 68Q: 3 clusters Score -2686044 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2686067.000000 Penalty: 3522.513184
	Iteration 69Q: 3 clusters Score -2686067 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2686104.250000 Penalty: 3522.513184
	Iteration 70Q: 3 clusters Score -2686104 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2686140.000000 Penalty: 3522.513184
	Iteration 71Q: 3 clusters Score -2686140 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2686198.750000 Penalty: 3522.513184
	Iteration 72Q: 3 clusters Score -2686199 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2686243.750000 Penalty: 3522.513184
	Iteration 73Q: 3 clusters Score -2686244 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2686296.250000 Penalty: 3522.513184
	Iteration 74Q: 3 clusters Score -2686296 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2686359.500000 Penalty: 3522.513184
	Iteration 75Q: 3 clusters Score -2686360 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2686431.250000 Penalty: 3522.513184
	Iteration 76Q: 3 clusters Score -2686431 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2686483.750000 Penalty: 3522.513184
	Iteration 77Q: 3 clusters Score -2686484 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2686555.750000 Penalty: 3522.513184
	Iteration 78Q: 3 clusters Score -2686556 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2686653.500000 Penalty: 3522.513184
	Iteration 79Q: 3 clusters Score -2686654 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2686764.000000 Penalty: 3522.513184
	Iteration 80F: 3 clusters Score -2686764 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2686858.750000 Penalty: 3522.513184
	Iteration 81Q: 3 clusters Score -2686859 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2687004.000000 Penalty: 3522.513184
	Iteration 82Q: 3 clusters Score -2687004 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2687137.000000 Penalty: 3522.513184
	Iteration 83Q: 3 clusters Score -2687137 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2687278.500000 Penalty: 3522.513184
	Iteration 84Q: 3 clusters Score -2687278 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2687440.000000 Penalty: 3522.513184
	Iteration 85Q: 3 clusters Score -2687440 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2687605.250000 Penalty: 3522.513184
	Iteration 86Q: 3 clusters Score -2687605 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2687773.250000 Penalty: 3522.513184
	Iteration 87Q: 3 clusters Score -2687773 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2687903.750000 Penalty: 3522.513184
	Iteration 88Q: 3 clusters Score -2687904 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2688043.000000 Penalty: 3522.513184
	Iteration 89Q: 3 clusters Score -2688043 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2688169.000000 Penalty: 3522.513184
	Iteration 90Q: 3 clusters Score -2688169 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2688326.750000 Penalty: 3522.513184
	Iteration 91Q: 3 clusters Score -2688327 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2688470.500000 Penalty: 3522.513184
	Iteration 92Q: 3 clusters Score -2688470 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2688601.750000 Penalty: 3522.513184
	Iteration 93Q: 3 clusters Score -2688602 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2688733.500000 Penalty: 3522.513184
	Iteration 94Q: 3 clusters Score -2688734 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2688876.750000 Penalty: 3522.513184
	Iteration 95Q: 3 clusters Score -2688877 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2688990.250000 Penalty: 3522.513184
	Iteration 96Q: 3 clusters Score -2688990 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2689146.500000 Penalty: 3522.513184
	Iteration 97Q: 3 clusters Score -2689146 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2689304.500000 Penalty: 3522.513184
	Iteration 98Q: 3 clusters Score -2689304 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2689426.000000 Penalty: 3522.513184
	Iteration 99Q: 3 clusters Score -2689426 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2689501.000000 Penalty: 3522.513184
	Iteration 100F: 3 clusters Score -2689501 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2689585.250000 Penalty: 3522.513184
	Iteration 101Q: 3 clusters Score -2689585 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2689663.250000 Penalty: 3522.513184
	Iteration 102Q: 3 clusters Score -2689663 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2689741.250000 Penalty: 3522.513184
	Iteration 103Q: 3 clusters Score -2689741 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2689834.000000 Penalty: 3522.513184
	Iteration 104Q: 3 clusters Score -2689834 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2689911.000000 Penalty: 3522.513184
	Iteration 105Q: 3 clusters Score -2689911 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2689983.500000 Penalty: 3522.513184
	Iteration 106Q: 3 clusters Score -2689984 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2690044.750000 Penalty: 3522.513184
	Iteration 107Q: 3 clusters Score -2690045 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2690110.250000 Penalty: 3522.513184
	Iteration 108Q: 3 clusters Score -2690110 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2690172.250000 Penalty: 3522.513184
	Iteration 109Q: 3 clusters Score -2690172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2690215.000000 Penalty: 3522.513184
	Iteration 110Q: 3 clusters Score -2690215 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2690240.750000 Penalty: 3522.513184
	Iteration 111Q: 3 clusters Score -2690241 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2690271.250000 Penalty: 3522.513184
	Iteration 112Q: 3 clusters Score -2690271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2690293.250000 Penalty: 3522.513184
	Iteration 113Q: 3 clusters Score -2690293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2690319.250000 Penalty: 3522.513184
	Iteration 114Q: 3 clusters Score -2690319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2690339.750000 Penalty: 3522.513184
	Iteration 115Q: 3 clusters Score -2690340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2690356.250000 Penalty: 3522.513184
	Iteration 116Q: 3 clusters Score -2690356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2690360.750000 Penalty: 3522.513184
	Iteration 117Q: 3 clusters Score -2690361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2690375.750000 Penalty: 3522.513184
	Iteration 118Q: 3 clusters Score -2690376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2690379.000000 Penalty: 3522.513184
	Iteration 119Q: 3 clusters Score -2690379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2690384.500000 Penalty: 3522.513184
	Iteration 120F: 3 clusters Score -2690384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2690390.000000 Penalty: 3522.513184
	Iteration 121Q: 3 clusters Score -2690390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2690394.500000 Penalty: 3522.513184
	Iteration 122Q: 3 clusters Score -2690394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2690398.500000 Penalty: 3522.513184
	Iteration 123Q: 3 clusters Score -2690398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2690407.750000 Penalty: 3522.513184
	Iteration 124Q: 3 clusters Score -2690408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2690407.250000 Penalty: 3522.513184
	Iteration 125Q: 3 clusters Score -2690407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2690411.250000 Penalty: 3522.513184
	Iteration 126Q: 3 clusters Score -2690411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2690415.750000 Penalty: 3522.513184
	Iteration 127Q: 3 clusters Score -2690416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2690415.500000 Penalty: 3522.513184
	Iteration 128Q: 3 clusters Score -2690416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2690423.000000 Penalty: 3522.513184
	Iteration 129Q: 3 clusters Score -2690423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2690424.500000 Penalty: 3522.513184
	Iteration 130Q: 3 clusters Score -2690424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2690422.750000 Penalty: 3522.513184
	Iteration 131Q: 3 clusters Score -2690423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2690428.750000 Penalty: 3522.513184
	Iteration 132Q: 3 clusters Score -2690429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2690427.000000 Penalty: 3522.513184
	Iteration 133Q: 3 clusters Score -2690427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2690435.500000 Penalty: 3522.513184
	Iteration 134Q: 3 clusters Score -2690436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2690436.250000 Penalty: 3522.513184
	Iteration 135Q: 3 clusters Score -2690436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2690436.250000 Penalty: 3522.513184
	Iteration 136Q: 3 clusters Score -2690436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2690436.000000 Penalty: 3522.513184
	Iteration 137Q: 3 clusters Score -2690436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2690435.500000 Penalty: 3522.513184
	Iteration 138Q: 3 clusters Score -2690436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2690437.500000 Penalty: 3522.513184
	Iteration 139Q: 3 clusters Score -2690438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2690436.000000 Penalty: 3522.513184
	Iteration 140F: 3 clusters Score -2690436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2690435.000000 Penalty: 3522.513184
	Iteration 141Q: 3 clusters Score -2690435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2690435.750000 Penalty: 3522.513184
	Iteration 142Q: 3 clusters Score -2690436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2690435.250000 Penalty: 3522.513184
	Iteration 143Q: 3 clusters Score -2690435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2690435.250000 Penalty: 3522.513184
	Iteration 144F: 3 clusters Score -2690435 nChanged 0
--- Evaluating fit on full set of 1250458 points ---
Entering Unmasked Estep 
Score: -61796300.000000 Penalty: 27376.089844
25->13 Clusters: Score -61796300.000000, best is -62581140.000000

Main iterations: 0 (time per=infms)
Total iterations: 30709 (time per=170.113982ms)
Iterations metric 2: 1020543041536.000000 (time per=5.118873ns)
Iterations metric 3: 24494171226112.000000 (time per=213.276466ps)

That took 5224.030273 seconds.
